{ "schema_version": "1.0.0", "verification_stage_contract": "bounded-workflow-v2", "generated_at": "2026-08-13T20:20:15Z", "build_id": "rr-20260813T202015Z-50afa6e387dd", "count": 1868, "events": [ { "id": "evt_fe011f453615d07742db", "entity_id": "gh:abhixhek/aakit", "item_url": "/item/abhixhek-aakit/", "title": "abhixhek/aakit", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T20:20:15Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 5.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers debugging silent coding-agent failures who want a per-assumption audit trail", "teams comparing aakit vs wzchav/tokentab vs kelviq/tare for coding-agent session auditing" ], "risk_categories": [ "sensitive", "account" ], "search_text": "abhixhek/aakit abhixhek open_source other silver low try_now developers debugging silent coding-agent failures who want a per-assumption audit trail teams comparing aakit vs wzchav/tokentab vs kelviq/tare for coding-agent session auditing", "material_mover": false }, { "id": "evt_fc3152d109b53a316d3c", "entity_id": "gh:wzchav/tokentab", "item_url": "/item/wzchav-tokentab/", "title": "wzchav/tokentab", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T20:20:15Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers paying for multiple coding-agent subscriptions who want one local CLI for cost forensics", "teams standardising on Claude Code + Codex + Gemini who need per-model / per-project cost breakdowns" ], "risk_categories": [ "account" ], "search_text": "wzchav/tokentab wzchav open_source other gold low try_now developers paying for multiple coding-agent subscriptions who want one local cli for cost forensics teams standardising on claude code + codex + gemini who need per-model / per-project cost breakdowns", "material_mover": false }, { "id": "evt_e8175c3e6e4105dd3b5a", "entity_id": "gh:firatmio/mcp-audit-proxy", "item_url": "/item/firatmio-mcp-audit-proxy/", "title": "firatmio/mcp-audit-proxy", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T20:20:15Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 4.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "teams deploying MCP servers who want a transparent audit layer for every tool call", "developers looking for an Apache-2.0 alternative to the existing driftcop Show HN (cycle 2026-08-09)" ], "risk_categories": [], "search_text": "firatmio/mcp-audit-proxy firatmio open_source other silver low try_now teams deploying mcp servers who want a transparent audit layer for every tool call developers looking for an apache-2.0 alternative to the existing driftcop show hn (cycle 2026-08-09)", "material_mover": false }, { "id": "evt_e1d4c0822fd07f077ad3", "entity_id": "gh:rainforest888/raincode", "item_url": "/item/rainforest888-raincode/", "title": "rainforest888/raincode", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T20:20:15Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "conditional", "verdict": "try_now", "score": 4.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers looking for a Rust-rewrite Claude-Code-style coding agent", "teams evaluating self-evolving skill networks in production coding agents" ], "risk_categories": [], "search_text": "rainforest888/raincode rainforest888 open_source other bronze conditional try_now developers looking for a rust-rewrite claude-code-style coding agent teams evaluating self-evolving skill networks in production coding agents", "material_mover": false }, { "id": "evt_c664e5aba457dedcea43", "entity_id": "misc:zed-industries-delta", "item_url": "/item/zed-industries-delta/", "title": "zed-industries/delta", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T20:20:15Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Application", "section": "Coding Workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "engineering teams who want multiplayer code review that survives code changes", "agent-platform teams who want agents + humans reviewing on the same thread" ], "risk_categories": [], "search_text": "zed-industries/delta zed-industries open_source other gold conditional try_now engineering teams who want multiplayer code review that survives code changes agent-platform teams who want agents + humans reviewing on the same thread", "material_mover": false }, { "id": "evt_c337033662c51bdf3cb1", "entity_id": "gh:vercel-labs/eve-software-factory-template", "item_url": "/item/vercel-labs-eve-software-factory-template/", "title": "vercel-labs/eve-software-factory-template", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T20:20:15Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "engineering teams who want a Vercel-deployed multi-agent software factory with a built-in human merge gate", "platform teams who need durable per-repo agent memory that is hard to poison from issue bodies" ], "risk_categories": [], "search_text": "vercel-labs/eve-software-factory-template vercel-labs open_source other gold conditional try_now engineering teams who want a vercel-deployed multi-agent software factory with a built-in human merge gate platform teams who need durable per-repo agent memory that is hard to poison from issue bodies", "material_mover": false }, { "id": "evt_6d53dbf6f826190d06cc", "entity_id": "gh:soulkyu/leandro", "item_url": "/item/soulkyu-leandro/", "title": "SoulKyu/leandro", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T20:20:15Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 5.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "SRE / platform teams evaluating AI agents for Kubernetes-incident response", "developers building agent sandboxes who want a NixOS + default-deny-egress reference" ], "risk_categories": [ "system" ], "search_text": "soulkyu/leandro soulkyu open_source other silver conditional try_now sre / platform teams evaluating ai agents for kubernetes-incident response developers building agent sandboxes who want a nixos + default-deny-egress reference", "material_mover": false }, { "id": "evt_68876602fd67ae6f721a", "entity_id": "gh:diegosouzapw/omnicopilot", "item_url": "/item/diegosouzapw-omnicopilot/", "title": "diegosouzapw/OmniCopilot", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T20:20:15Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 5.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Extension", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "VS Code users who want Copilot Chat UI but OmniRouter's 1200+ model catalogue", "developers evaluating OmniCopilot vs Continue vs Cody vs Cline for VS Code model flexibility" ], "risk_categories": [], "search_text": "diegosouzapw/omnicopilot diegosouzapw open_source other silver conditional try_now vs code users who want copilot chat ui but omnirouter's 1200+ model catalogue developers evaluating omnicopilot vs continue vs cody vs cline for vs code model flexibility", "material_mover": false }, { "id": "evt_683a6dd20888698e8598", "entity_id": "gh:kelviq/tare", "item_url": "/item/kelviq-tare/", "title": "kelviq/tare", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T20:20:15Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 5.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Claude Code users who hit weekly limits and want to know which session blew the budget", "anyone comparing tare vs wzchav/tokentab vs aakit vs akitaonrails/ai-usagebar for Claude Code" ], "risk_categories": [ "account" ], "search_text": "kelviq/tare kelviq open_source other silver low try_now claude code users who hit weekly limits and want to know which session blew the budget anyone comparing tare vs wzchav/tokentab vs aakit vs akitaonrails/ai-usagebar for claude code", "material_mover": false }, { "id": "evt_5d4d58e76269d96ee9ce", "entity_id": "misc:matforge-material-discovery-bench", "item_url": "/item/matforge-material-discovery-bench/", "title": "matforge/material-discovery-bench", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T20:20:15Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Benchmark", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "AI-for-science researchers looking for a long-horizon, multi-objective open benchmark", "materials / semiconductor teams evaluating LLM reasoning under physics constraints" ], "risk_categories": [], "search_text": "matforge/material-discovery-bench matforge open_source other research silver low try_now ai-for-science researchers looking for a long-horizon, multi-objective open benchmark materials / semiconductor teams evaluating llm reasoning under physics constraints", "material_mover": false }, { "id": "evt_525d60a243dc513cb104", "entity_id": "gh:nousresearch/hermes-bot-mode", "item_url": "/item/nousresearch-hermes-bot-mode/", "title": "NousResearch/Hermes-Bot-Mode", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T20:20:15Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 5.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Hermes desktop users who want named, persistent agents with their own chats and routines", "anyone evaluating Hermes vs Claude Code / Codex / Cursor for multi-agent desktop workflows" ], "risk_categories": [], "search_text": "nousresearch/hermes-bot-mode nousresearch open_source other silver low try_now hermes desktop users who want named, persistent agents with their own chats and routines anyone evaluating hermes vs claude code / codex / cursor for multi-agent desktop workflows", "material_mover": false }, { "id": "evt_3b8c196fe6c35b71a996", "entity_id": "gh:lbiao2965-bot/quillmesh", "item_url": "/item/lbiao2965-bot-quillmesh/", "title": "lbiao2965-bot/QuillMesh", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T20:20:15Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "low", "verdict": "try_now", "score": 4.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Application", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers looking for a local-first Markdown editor that AI agents can also edit", "users comparing QuillMesh vs Obsidian vs MarkText vs iA Writer for the agent-aware Markdown use case" ], "risk_categories": [], "search_text": "lbiao2965-bot/quillmesh lbiao2965-bot open_source other bronze low try_now developers looking for a local-first markdown editor that ai agents can also edit users comparing quillmesh vs obsidian vs marktext vs ia writer for the agent-aware markdown use case", "material_mover": false }, { "id": "evt_38030fabf7e88c47a66f", "entity_id": "gh:pedr0v/crux", "item_url": "/item/pedr0v-crux/", "title": "pedr0v/crux", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T20:20:15Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 4.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI coding-agent users who want SCIP-indexed code navigation via MCP", "developers comparing crux vs repo-context-mcp vs nduc99911/repo-context-mcp vs Slnmap" ], "risk_categories": [ "account" ], "search_text": "pedr0v/crux pedr0v open_source other silver low try_now ai coding-agent users who want scip-indexed code navigation via mcp developers comparing crux vs repo-context-mcp vs nduc99911/repo-context-mcp vs slnmap", "material_mover": false }, { "id": "evt_16dfa152d4b5b7591306", "entity_id": "gh:idavidov13/agentic-playwright", "item_url": "/item/idavidov13-agentic-playwright/", "title": "idavidov13/agentic-playwright", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T20:20:15Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 5.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Scaffold", "section": "Coding Workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "QA / engineering teams who want to add agentic testing to an existing Playwright + TypeScript suite", "developers comparing Playwright + TypeScript scaffolds for AI-coding-agent integration" ], "risk_categories": [], "search_text": "idavidov13/agentic-playwright idavidov13 open_source other silver low try_now qa / engineering teams who want to add agentic testing to an existing playwright + typescript suite developers comparing playwright + typescript scaffolds for ai-coding-agent integration", "material_mover": false }, { "id": "evt_1220364b6d99909c374b", "entity_id": "gh:jonaslejon/linux-security-audit-plugin", "item_url": "/item/jonaslejon-linux-security-audit-plugin/", "title": "jonaslejon/linux-security-audit-plugin", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T20:20:15Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 5.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Plugin", "section": "Coding Workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "SRE / platform teams who want a Claude Code plugin that audits Linux hardening posture end-to-end", "Claude Code users who want a real-world example of a 450+ check security plugin" ], "risk_categories": [ "sensitive", "system" ], "search_text": "jonaslejon/linux-security-audit-plugin jonaslejon open_source other silver conditional try_now sre / platform teams who want a claude code plugin that audits linux hardening posture end-to-end claude code users who want a real-world example of a 450+ check security plugin", "material_mover": false }, { "id": "evt_ffb418b64486eb9def23", "entity_id": "gh:garrytan/gbrain", "item_url": "/item/garrytan-gbrain/", "title": "garrytan/gbrain", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 28269, "after": 28381, "explanation": "Stars changed: 28269 → 28381.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Platform", "section": "Knowledge / Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Founders building a company brain or institutional memory layer", "Power users who want Claude Code or Codex to retain and query long-lived context beyond one repo" ], "risk_categories": [], "search_text": "garrytan/gbrain garrytan open_source rag_knowledge rag_knowledge gold conditional try_now founders building a company brain or institutional memory layer power users who want claude code or codex to retain and query long-lived context beyond one repo", "material_mover": false }, { "id": "evt_ff8365bad0aa16214151", "entity_id": "gh:avibe-bot/avibe", "item_url": "/item/avibe-bot-avibe/", "title": "avibe-bot/avibe", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 491, "after": 493, "explanation": "Stars changed: 491 → 493.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers running Claude Code / Codex / OpenCode who want to reach their agent from a phone or a chat app without", "teams who want a uniform API across Claude Code, Codex, and OpenCode so they can switch backends without rewriting" ], "risk_categories": [ "system" ], "search_text": "avibe-bot/avibe avibe-bot open_source other gold none try_now developers running claude code / codex / opencode who want to reach their agent from a phone or a chat app without exposing a tunnel teams who want a uniform api across claude code, codex, and opencode so they can switch backends without rewriting their workflow claude claude code openai codex", "material_mover": false }, { "id": "evt_ff583fc8fe0df2e98844", "entity_id": "gh:vxcontrol/pentagi", "item_url": "/item/vxcontrol-pentagi/", "title": "vxcontrol/pentagi", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 21788, "after": 21807, "explanation": "Stars changed: 21788 → 21807.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": true, "local_model_compatible": true, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "vxcontrol/pentagi vxcontrol open_source other gold conditional try_now ai developers technical founders self-hosted anthropic openai graphql", "material_mover": false }, { "id": "evt_ff4d1bdd2e1ab11bbdbc", "entity_id": "gh:holaboss-ai/holaos", "item_url": "/item/holaboss-ai-holaos/", "title": "holaboss-ai/holaOS", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6006, "after": 6464, "explanation": "Stars changed: 6006 → 6464.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Local-First AI Agent OS", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI builder teams who want a local-first, Modified-Apache-2.0 agent OS with persistent working-context retention and", "Power users on macOS who want a single desktop AI agent runtime that learns and retains their working context across" ], "risk_categories": [], "search_text": "holaboss-ai/holaos holaboss-ai open_source other silver medium worth_watch ai builder teams who want a local-first, modified-apache-2.0 agent os with persistent working-context retention and model-agnostic llm routing power users on macos who want a single desktop ai agent runtime that learns and retains their working context across sessions without sending", "material_mover": true }, { "id": "evt_ff462c61f05a2e167ffa", "entity_id": "gh:agentops-ai/agentops", "item_url": "/item/agentops-ai-agentops/", "title": "AgentOps-AI/agentops", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5766, "after": 5771, "explanation": "Stars changed: 5766 → 5771.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "agentops-ai/agentops agentops-ai open_source other gold none try_now ai developers technical founders anthropic groq langchain ollama openai", "material_mover": false }, { "id": "evt_ff0f28102fb4e648fb9d", "entity_id": "gh:semantica-agi/semantica", "item_url": "/item/semantica-agi-semantica/", "title": "semantica-agi/semantica", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5561, "after": 6465, "explanation": "Stars changed: 5561 → 6465.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account", "impact" ], "search_text": "semantica-agi/semantica semantica-agi open_source other gold none try_now ai developers technical founders", "material_mover": true }, { "id": "evt_ff0e2d69f9b1ab9e8ea0", "entity_id": "gh:dathere/qsv", "item_url": "/item/dathere-qsv/", "title": "dathere/qsv", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3752, "after": 3753, "explanation": "Stars changed: 3752 → 3753.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 5.86, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "dathere/qsv dathere open_source other other bronze none watch ai developers technical founders", "material_mover": false }, { "id": "evt_fec16cd9fd6c984c7c04", "entity_id": "gh:yikart/aitoearn", "item_url": "/item/yikart-aitoearn/", "title": "yikart/AiToEarn", "category": "business_workflow", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 25057, "after": 25108, "explanation": "Stars changed: 25057 → 25108.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Platform", "section": "AI Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Creators, indie founders, and one-person companies who want to publish across Douyin, Xiaohongshu, WeChat, TikTok", "Brand marketers and agencies managing multi-account content calendars with CPS/CPE/CPM earn-from-your-content campaigns" ], "risk_categories": [ "account" ], "search_text": "yikart/aitoearn yikart open_source business_workflow business_workflow gold conditional try_now creators, indie founders, and one-person companies who want to publish across douyin, xiaohongshu, wechat, tiktok, youtube, x, linkedin, and 7 more platforms from one cockpit brand marketers and agencies managing multi-account content calendars with cps/cpe/cpm ea", "material_mover": false }, { "id": "evt_febc10a16ab2e78b9ad3", "entity_id": "gh:genspark-ai/genoffice", "item_url": "/item/genspark-ai-genoffice/", "title": "genspark-ai/genoffice", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2660, "after": 2946, "explanation": "Stars changed: 2660 → 2946.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "worth_watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Office / Document Generation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "power users who want a single AI-native office suite across multiple document types", "product teams evaluating open-source AI office alternatives" ], "risk_categories": [], "search_text": "genspark-ai/genoffice genspark-ai open_source other silver none worth_watch power users who want a single ai-native office suite across multiple document types product teams evaluating open-source ai office alternatives", "material_mover": true }, { "id": "evt_fea03cca71bcad3cdeb6", "entity_id": "gh:githamza0206/simba", "item_url": "/item/githamza0206-simba/", "title": "GitHamza0206/simba", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1455, "after": 1476, "explanation": "Stars changed: 1455 → 1476.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Self-hosted support assistant", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 6.1, "best_for": [ "teams testing whether an open source support assistant can replace part of a hosted customer-chat stack", "developers who want a concrete FastAPI plus widget reference for support workflows with retrieval and evaluation" ], "risk_categories": [], "search_text": "githamza0206/simba githamza0206 open_source other silver conditional worth_watch teams testing whether an open source support assistant can replace part of a hosted customer-chat stack developers who want a concrete fastapi plus widget reference for support workflows with retrieval and evaluation", "material_mover": false }, { "id": "evt_fe95218fa66463d83142", "entity_id": "gh:suanmosuanyangtechnology/memorybear", "item_url": "/item/suanmosuanyangtechnology-memorybear/", "title": "SuanmoSuanyangTechnology/MemoryBear", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4977, "after": 4988, "explanation": "Stars changed: 4977 → 4988.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Memory & Context", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "agent builders, AI product teams, and researchers who want a memory layer that treats long-term context as a", "teams building long-running assistants that need cross-session memory with biologically-inspired forgetting" ], "risk_categories": [], "search_text": "suanmosuanyangtechnology/memorybear suanmosuanyangtechnology open_source other rag_knowledge silver conditional try_now agent builders, ai product teams, and researchers who want a memory layer that treats long-term context as a structured, evolving variable teams building long-running assistants that need cross-session memory with biologically-inspired forg", "material_mover": false }, { "id": "evt_fe3509cd7f441af9bed4", "entity_id": "gh:funador/claude-code-merge-queue", "item_url": "/item/funador-claude-code-merge-queue/", "title": "funador/claude-code-merge-queue", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 122, "after": 123, "explanation": "Stars changed: 122 → 123.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local zero-cost merge queue for", "section": "Developer Tooling / Claude Code Plugin", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI-coding power users, agent developers, engineering teams, DevOps engineers, SREs, engineering managers, AI-curious", "Engineering teams that already use Husky pre-push -- the queue appends to the existing .husky/pre-push (does not" ], "risk_categories": [], "search_text": "funador/claude-code-merge-queue funador open_source other gold low try_now ai-coding power users, agent developers, engineering teams, devops engineers, sres, engineering managers, ai-curious readers, founder-ctos, automation builders, and any developer who runs multiple engineering teams that already use husky pre-push -- the queue appends to the existing .", "material_mover": false }, { "id": "evt_fe206e43203fe2227e0c", "entity_id": "gh:evomap/evolver", "item_url": "/item/evomap-evolver/", "title": "EvoMap/evolver", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8960, "after": 8967, "explanation": "Stars changed: 8960 → 8967.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Agent Framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI builders who need a verifiable audit trail for autonomous agent decisions", "Agent platform engineers looking for a built-in observability primitive instead of bolting on a sidecar" ], "risk_categories": [], "search_text": "evomap/evolver evomap open_source agent_framework agent_framework gold medium try_now ai builders who need a verifiable audit trail for autonomous agent decisions agent platform engineers looking for a built-in observability primitive instead of bolting on a sidecar model context protocol model context protocol", "material_mover": false }, { "id": "evt_fde34db14dbc387cc09f", "entity_id": "gh:artokun/comfyui-mcp", "item_url": "/item/artokun-comfyui-mcp/", "title": "artokun/comfyui-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 572, "after": 582, "explanation": "Stars changed: 572 → 582.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "ComfyUI power users who want their Claude session to author and run workflows", "image and video generation teams who want a single MCP endpoint for Flux, WAN, LTX, Qwen, etc." ], "risk_categories": [], "search_text": "artokun/comfyui-mcp artokun open_source other silver none try_now comfyui power users who want their claude session to author and run workflows image and video generation teams who want a single mcp endpoint for flux, wan, ltx, qwen, etc. self-hosted claude code model context protocol ollama model context protocol", "material_mover": false }, { "id": "evt_fd9d9c25661a638dad49", "entity_id": "gh:canner/wrenai", "item_url": "/item/canner-wrenai/", "title": "Canner/WrenAI", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 17248, "after": 17262, "explanation": "Stars changed: 17248 → 17262.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Data + AI Context Layer", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "analytics teams building BI copilots", "founders creating data-query AI interfaces" ], "risk_categories": [], "search_text": "canner/wrenai canner open_source other silver conditional try_now analytics teams building bi copilots founders creating data-query ai interfaces model context protocol postgresql snowflake model context protocol", "material_mover": false }, { "id": "evt_fd6f4e7a21b3f84dd3be", "entity_id": "gh:agiwhitelist/tokdiet", "item_url": "/item/agiwhitelist-tokdiet/", "title": "agiwhitelist/tokdiet", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 33, "after": 32, "explanation": "Stars changed: 33 → 32.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "LLM Infrastructure / Cost Optimization", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "AI coding-tool users", "LLM infrastructure engineers" ], "risk_categories": [ "account" ], "search_text": "agiwhitelist/tokdiet agiwhitelist open_source other inference_runtime gold conditional try_now ai coding-tool users llm infrastructure engineers anthropic claude code google gemini openai", "material_mover": false }, { "id": "evt_fd6a2c9b3c5a55bc83ab", "entity_id": "gh:omnigent-ai/omnigent", "item_url": "/item/omnigent/", "title": "Omnigent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8695, "after": 8799, "explanation": "Stars changed: 8695 → 8799.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "omnigent omnigent-ai open_source other agent_framework gold none try_now ai developers technical founders claude code openai codex", "material_mover": false }, { "id": "evt_fd62d2265001eaa72388", "entity_id": "gh:analysedecircuit/oxideterm", "item_url": "/item/analysedecircuit-oxideterm/", "title": "AnalyseDeCircuit/oxideterm", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1259, "after": 1263, "explanation": "Stars changed: 1259 → 1263.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "devops engineers", "remote developers" ], "risk_categories": [ "system" ], "search_text": "analysedecircuit/oxideterm analysedecircuit open_source other silver conditional watch devops engineers remote developers model context protocol model context protocol", "material_mover": false }, { "id": "evt_fd47fe05d3726ea53947", "entity_id": "gh:crownleo/claudeviewer", "item_url": "/item/crownleo-claudeviewer/", "title": "crownleo/ClaudeViewer", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 185, "after": 186, "explanation": "Stars changed: 185 → 186.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Offline Viewer", "section": "Productivity / Analysis", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Claude power users archiving or auditing long chat histories", "Writers and researchers recovering project memory from exported threads" ], "risk_categories": [ "sensitive", "account" ], "search_text": "crownleo/claudeviewer crownleo open_source other silver conditional try_now claude power users archiving or auditing long chat histories writers and researchers recovering project memory from exported threads", "material_mover": false }, { "id": "evt_fd445e7d04f5f84349e6", "entity_id": "gh:amap-ml/skillclaw", "item_url": "/item/skillclaw-mit-collective-skill-evolution-daemon-for-ai-agents-auto-evolv/", "title": "SkillClaw: MIT Collective Skill Evolution Daemon for AI Agents (Auto-Evolve + Auto-Deduplicate + Auto-Improve Quality Across Agents / Devices / Users)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2416, "after": 2426, "explanation": "Stars changed: 2416 → 2426.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent power users (Hermes / Codex / Claude Code / OpenClaw / QwenPaw / IronClaw / PicoClaw / ZeroClaw / NanoClaw /", "AI agent power users + auto-evolve-users that want the auto-evolve (skill rewrite based on session outcomes) -- the" ], "risk_categories": [], "search_text": "skillclaw: mit collective skill evolution daemon for ai agents (auto-evolve + auto-deduplicate + auto-improve quality across agents / devices / users) amap-ml open_source other gold low try_now ai agent power users (hermes / codex / claude code / openclaw / qwenpaw / ironclaw / picoclaw / zeroclaw / nanoclaw / nemoclaw) whose skill library has accumulated du", "material_mover": false }, { "id": "evt_fd353850eff08fab0b9e", "entity_id": "gh:maximhq/bifrost", "item_url": "/item/maximhq-bifrost/", "title": "maximhq/bifrost", "category": "inference_runtime", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "core/v1.7.8", "after": "transports/v2.0.0-prerelease3", "explanation": "Version changed: core/v1.7.8 → transports/v2.0.0-prerelease3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Gateway", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "platform teams that want one OpenAI-compatible endpoint fronting every model provider", "SRE / infra engineers building failover and load balancing for LLM traffic" ], "risk_categories": [], "search_text": "maximhq/bifrost maximhq open_source inference_runtime inference_runtime gold conditional try_now platform teams that want one openai-compatible endpoint fronting every model provider sre / infra engineers building failover and load balancing for llm traffic", "material_mover": false }, { "id": "evt_fd2bf771182a3caa3cef", "entity_id": "gh:tencent-hunyuan/hy-soar", "item_url": "/item/tencent-hunyuan-hy-soar/", "title": "Tencent-Hunyuan/HY-SOAR", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 742, "after": 741, "explanation": "Stars changed: 742 → 741.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "tencent-hunyuan/hy-soar tencent-hunyuan open_source other gold none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_fc9c4f731a3ee2ce545f", "entity_id": "gh:composiohq/composio", "item_url": "/item/composiohq-composio/", "title": "ComposioHQ/composio", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 29649, "after": 29676, "explanation": "Stars changed: 29649 → 29676.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Integrations", "section": "AI Agents / Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "agent builders integrating Gmail, Slack, GitHub, Notion, and other tools", "teams that do not want to maintain hundreds of one-off app connectors" ], "risk_categories": [ "system", "account" ], "search_text": "composiohq/composio composiohq open_source other gold conditional try_now agent builders integrating gmail, slack, github, notion, and other tools teams that do not want to maintain hundreds of one-off app connectors model context protocol model context protocol", "material_mover": false }, { "id": "evt_fc9294176c8c9d641e29", "entity_id": "gh:novasky-ai/skyrl", "item_url": "/item/novasky-ai-skyrl/", "title": "NovaSky-AI/SkyRL", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2146, "after": 2149, "explanation": "Stars changed: 2146 → 2149.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model", "section": "Local AI / Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "AI researchers prototyping reinforcement learning loops", "teams testing reward-driven behavior alignment" ], "risk_categories": [], "search_text": "novasky-ai/skyrl novasky-ai open_source other silver conditional watch ai researchers prototyping reinforcement learning loops teams testing reward-driven behavior alignment", "material_mover": false }, { "id": "evt_fc78eb67d75cb901fbda", "entity_id": "gh:robbyant/lingbot-map", "item_url": "/item/robbyant-lingbot-map/", "title": "Robbyant/lingbot-map", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 16449, "after": 16469, "explanation": "Stars changed: 16449 → 16469.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "track", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "3D Foundation Model", "section": "Models & Research", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Embodied AI teams building scene understanding and mapping pipelines", "Robotics researchers comparing long-sequence reconstruction approaches" ], "risk_categories": [], "search_text": "robbyant/lingbot-map robbyant open_source other silver none track embodied ai teams building scene understanding and mapping pipelines robotics researchers comparing long-sequence reconstruction approaches", "material_mover": false }, { "id": "evt_fc52fe4c95932ae99841", "entity_id": "gh:nearai/ironclaw", "item_url": "/item/ironclaw-dual-mit-apache-2-0-secure-personal-ai-assistant-agent-os-priva/", "title": "IronClaw: Dual MIT/Apache-2.0 Secure Personal AI Assistant / Agent OS (Privacy-First, Auditable, Extensible)", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "ironclaw-v1.2.0-rc.2", "after": "ironclaw-v1.2.0-rc.3", "explanation": "Version changed: ironclaw-v1.2.0-rc.2 → ironclaw-v1.2.0-rc.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "End users who want a private on-device personal AI assistant without the privacy cost of closed SaaS + developers", "End users + on-device-by-default users that want the privacy-first architecture (all data lives on-device by default)" ], "risk_categories": [ "sensitive" ], "search_text": "ironclaw: dual mit/apache-2.0 secure personal ai assistant / agent os (privacy-first, auditable, extensible) nearai open_source other gold low try_now end users who want a private on-device personal ai assistant without the privacy cost of closed saas + developers building privacy-first ai applications + security-conscious users who need an end users + on-de", "material_mover": false }, { "id": "evt_fc1e8d1cf8675d289c47", "entity_id": "gh:starlightsearch/embedanything", "item_url": "/item/starlightsearch-embedanything/", "title": "StarlightSearch/EmbedAnything", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1294, "after": 1295, "explanation": "Stars changed: 1294 → 1295.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "AI tooling", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Running local embeddings without a PyTorch dependency (low-memory-footprint deployments, edge boxes, small VMs)", "Ingesting PDFs, text files, images, and audio into a vector DB with Rust-backed Python bindings" ], "risk_categories": [], "search_text": "starlightsearch/embedanything starlightsearch open_source rag_knowledge rag_knowledge gold low try_now running local embeddings without a pytorch dependency (low-memory-footprint deployments, edge boxes, small vms) ingesting pdfs, text files, images, and audio into a vector db with rust-backed python bindings", "material_mover": false }, { "id": "evt_fc198be776e16b12d7a7", "entity_id": "gh:openai/openai-python", "item_url": "/item/openai-openai-python-v2-43-0/", "title": "openai/openai-python v2.43.0", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 31349, "after": 31361, "explanation": "Stars changed: 31349 → 31361.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI SDK", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.2, "best_for": [ "backend integrators", "platform teams" ], "risk_categories": [], "search_text": "openai/openai-python v2.43.0 openai open_source other other gold conditional watch backend integrators platform teams", "material_mover": false }, { "id": "evt_fc0f68e430f5e012bc8d", "entity_id": "gh:memorilabs/memori", "item_url": "/item/memorilabs-memori/", "title": "MemoriLabs/Memori", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 15745, "after": 15839, "explanation": "Stars changed: 15745 → 15839.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool / Library", "section": "LLM-Agnostic Agent-Native Memory Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "knowledge-system builders", "search engineers" ], "risk_categories": [], "search_text": "memorilabs/memori memorilabs open_source rag_knowledge rag_knowledge gold low try_now knowledge-system builders search engineers claude code", "material_mover": false }, { "id": "evt_fc0406e718c70062b478", "entity_id": "gh:bentoml/bentoml", "item_url": "/item/bentoml-bentoml/", "title": "bentoml/BentoML", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8782, "after": 8787, "explanation": "Stars changed: 8782 → 8787.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "AI inference platforms", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "developers deploying open or custom AI models behind internal or customer-facing APIs", "platform teams standardizing model serving, packaging, and container workflows" ], "risk_categories": [], "search_text": "bentoml/bentoml bentoml open_source other gold conditional try_now developers deploying open or custom ai models behind internal or customer-facing apis platform teams standardizing model serving, packaging, and container workflows", "material_mover": false }, { "id": "evt_fbe0a934372748cfd531", "entity_id": "gh:evermind-ai/raven", "item_url": "/item/evermind-ai-raven/", "title": "EverMind-AI/Raven", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3493, "after": 3518, "explanation": "Stars changed: 3493 → 3518.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Self-Improving Agent Harness", "section": "AI Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI agent developers and power users who need a single local agent that reaches them on whichever channel they already", "Ops and SRE teams who need an agent that lives in Slack / Microsoft Teams-equivalent / Email and can run sandboxed" ], "risk_categories": [ "system" ], "search_text": "evermind-ai/raven evermind-ai open_source other silver medium try_now ai agent developers and power users who need a single local agent that reaches them on whichever channel they already use (telegram, slack, discord, whatsapp, wechat, lark/feishu, email, webhook) — ops and sre teams who need an agent that lives in slack / microsoft teams-equivalent / ema", "material_mover": false }, { "id": "evt_fba51f8b533f048dda9f", "entity_id": "gh:dy-2026/gamedesignos", "item_url": "/item/dy-2026-gamedesignos/", "title": "DY-2026/GameDesignOS", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 331, "after": 334, "explanation": "Stars changed: 331 → 334.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Creative AI Tool", "section": "Local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Indie game teams using AI to explore mechanics, economy loops, or content pipelines", "Design leads who want structured records instead of disposable brainstorming chats" ], "risk_categories": [], "search_text": "dy-2026/gamedesignos dy-2026 open_source other silver conditional worth_watch indie game teams using ai to explore mechanics, economy loops, or content pipelines design leads who want structured records instead of disposable brainstorming chats", "material_mover": false }, { "id": "evt_fb9d514579ee42a1481c", "entity_id": "gh:simstudioai/sim", "item_url": "/item/simstudioai-sim/", "title": "simstudioai/sim", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.8.0", "after": "v0.8.1-dev.0.1", "explanation": "Version changed: v0.8.0 → v0.8.1-dev.0.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI platform engineers who need a self-hosted agent workspace with 1,000+ integrations, every major LLM hookup, and", "agent operators who want chat-driven agent authoring plus a visual workflow editor instead of stitching together five" ], "risk_categories": [], "search_text": "simstudioai/sim simstudioai open_source other gold low try_now ai platform engineers who need a self-hosted agent workspace with 1,000+ integrations, every major llm hookup, and document grounding in one surface agent operators who want chat-driven agent authoring plus a visual workflow editor instead of stitching together five separate saas tools anthropic", "material_mover": false }, { "id": "evt_fb8881cd1926505c0f2c", "entity_id": "gh:luckypipewrench/pipelock", "item_url": "/item/luckypipewrench-pipelock/", "title": "luckyPipewrench/pipelock", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 793, "after": 795, "explanation": "Stars changed: 793 → 795.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Security / Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "teams running MCP servers who need a runtime guardrail between agents and tool calls", "A2A agent orchestrators that need to scan inter-agent traffic for prompt-injection payloads" ], "risk_categories": [ "sensitive" ], "search_text": "luckypipewrench/pipelock luckypipewrench open_source security security silver conditional try_now teams running mcp servers who need a runtime guardrail between agents and tool calls a2a agent orchestrators that need to scan inter-agent traffic for prompt-injection payloads model context protocol model context protocol", "material_mover": false }, { "id": "evt_fb3d2adec60105031b78", "entity_id": "gh:elizaos/eliza", "item_url": "/item/elizaos/", "title": "ElizaOS", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 19014, "after": 19040, "explanation": "Stars changed: 19014 → 19040.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Platform", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "agent builders", "teams evaluating open-source operational foundations for agents" ], "risk_categories": [], "search_text": "elizaos elizaos open_source other silver conditional watch agent builders teams evaluating open-source operational foundations for agents discord slack telegram plugins", "material_mover": false }, { "id": "evt_fb2f389e0b4457da2222", "entity_id": "gh:web-infra-dev/midscene", "item_url": "/item/web-infra-dev-midscene/", "title": "web-infra-dev/midscene", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.10.11", "after": "v1.10.12", "explanation": "Version changed: v1.10.11 → v1.10.12.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Testing / QA", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.4, "best_for": [ "QA engineers exploring AI-assisted UI automation", "developers adding vision-aware checks to Playwright suites" ], "risk_categories": [], "search_text": "web-infra-dev/midscene web-infra-dev open_source other gold conditional try_now qa engineers exploring ai-assisted ui automation developers adding vision-aware checks to playwright suites", "material_mover": false }, { "id": "evt_fb17cd9c064bdcfbdfb4", "entity_id": "gh:huggingface/cadgenbench", "item_url": "/item/huggingface-cadgenbench/", "title": "huggingface/cadgenbench", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 100, "after": 102, "explanation": "Stars changed: 100 → 102.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.6, "entity_kind": "research", "verification_stage": "discovered", "type": "CAD Benchmark", "section": "Research and Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Teams building CAD generation or editing agents", "Researchers who need a leaderboard with stronger geometry checks than screenshot-based demos" ], "risk_categories": [], "search_text": "huggingface/cadgenbench huggingface research research research silver conditional worth_watch teams building cad generation or editing agents researchers who need a leaderboard with stronger geometry checks than screenshot-based demos hugging face", "material_mover": false }, { "id": "evt_faa35511ca6e058950c1", "entity_id": "gh:javis603/token-monitor", "item_url": "/item/javis603-token-monitor/", "title": "Javis603/token-monitor", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.43.0", "after": "v0.44.0", "explanation": "Version changed: v0.43.0 → v0.44.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 5.34, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "javis603/token-monitor javis603 open_source other other bronze none watch ai developers technical founders self-hosted claude code openai codex", "material_mover": false }, { "id": "evt_fa7c6cab54b520e8a4bb", "entity_id": "gh:latitude-dev/latitude-llm", "item_url": "/item/latitude-dev-latitude-llm/", "title": "latitude-dev/latitude-llm", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4577, "after": 4580, "explanation": "Stars changed: 4577 → 4580.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "candidate", "setup_ease": 8.8, "best_for": [ "engineering teams running production AI agents that need to detect failures before users notice", "platform teams standardizing on a Sentry-like workflow for AI agent observability instead of bolting it onto Datadog" ], "risk_categories": [], "search_text": "latitude-dev/latitude-llm latitude-dev open_source other research silver none try_now engineering teams running production ai agents that need to detect failures before users notice platform teams standardizing on a sentry-like workflow for ai agent observability instead of bolting it onto datadog or new relic", "material_mover": false }, { "id": "evt_fa16e180ff1c92cbc9a1", "entity_id": "gh:colbymchenry/codegraph", "item_url": "/item/colbymchenry-codegraph/", "title": "colbymchenry/codegraph", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 66082, "after": 66276, "explanation": "Stars changed: 66082 → 66276.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Developer Tool", "section": "AI Coding / Context Engineering", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers using coding agents", "teams working in large codebases" ], "risk_categories": [ "account" ], "search_text": "colbymchenry/codegraph colbymchenry open_source other gold conditional try_now developers using coding agents teams working in large codebases", "material_mover": false }, { "id": "evt_fa0856974c9651b78e9a", "entity_id": "gh:nvidia/nemoclaw", "item_url": "/item/nvidia-nemoclaw-sandboxed-ai-agent-runtime-for-openshell/", "title": "NVIDIA NemoClaw: Sandboxed AI Agent Runtime for OpenShell", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 22136, "after": 22147, "explanation": "Stars changed: 22136 → 22147.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI agent developers, NVIDIA platform users, OpenClaw / Hermes / LangChain Deep Agents Code users, sandbox users", "AI agent developers + NVIDIA platform users that want the official NVIDIA status (the project is hosted on NVIDIA's" ], "risk_categories": [ "system" ], "search_text": "nvidia nemoclaw: sandboxed ai agent runtime for openshell nvidia open_source other gold low try_now ai agent developers, nvidia platform users, openclaw / hermes / langchain deep agents code users, sandbox users, security-conscious users, ai-curious readers tracking the agent-runtime space ai agent developers + nvidia platform users that want the official nv", "material_mover": false }, { "id": "evt_f9e9368032776c979ddc", "entity_id": "gh:yamadashy/repomix", "item_url": "/item/yamadashy-repomix/", "title": "yamadashy/repomix", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 27796, "after": 27820, "explanation": "Stars changed: 27796 → 27820.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Context Packaging", "section": "AI Coding / Context Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers feeding larger repos into coding models", "agent operators trying to reduce context-prep overhead" ], "risk_categories": [], "search_text": "yamadashy/repomix yamadashy open_source other gold conditional try_now developers feeding larger repos into coding models agent operators trying to reduce context-prep overhead anthropic claude google gemini model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_f9a2590d712a0e5c6c11", "entity_id": "gh:inkeep/open-knowledge", "item_url": "/item/inkeep-open-knowledge/", "title": "inkeep/open-knowledge", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.53.0-beta.0", "after": "v0.54.0-beta.5", "explanation": "Version changed: v0.53.0-beta.0 → v0.54.0-beta.5.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GPL-3.0-or-later native macOS", "section": "inkeep/open-knowledge", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "**AI agent users (Claude Code / Codex / Cursor / OpenCode) who want a portable markdown knowledge base their agents", "**Teams implementing Karpathy's LLM Wiki pattern** — the workflow page in the docs describes the canonical 'agent" ], "risk_categories": [], "search_text": "inkeep/open-knowledge inkeep open_source other gold low try_now **ai agent users (claude code / codex / cursor / opencode) who want a portable markdown knowledge base their agents can read and edit** — openknowledge is the gpl-3.0-or-later native macos markdown **teams implementing karpathy's llm wiki pattern** — the workflow page in the docs describes t", "material_mover": false }, { "id": "evt_f92818a9592dfe20d95f", "entity_id": "gh:kigner/audio.cpp-webui", "item_url": "/item/audio-cpp-webui/", "title": "audio.cpp WebUI", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 301, "after": 304, "explanation": "Stars changed: 301 → 304.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Speech, voice and audio", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 5.4, "best_for": [ "developers testing local TTS and ASR pipelines on Windows or CUDA machines", "voice-agent builders comparing multiple audio model families" ], "risk_categories": [], "search_text": "audio.cpp webui kigner open_source other silver medium worth_watch developers testing local tts and asr pipelines on windows or cuda machines voice-agent builders comparing multiple audio model families", "material_mover": false }, { "id": "evt_f91203f617e81f0f9512", "entity_id": "gh:nvidia/garak", "item_url": "/item/nvidia-garak/", "title": "NVIDIA/garak", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8779, "after": 8792, "explanation": "Stars changed: 8779 → 8792.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "LLM red-teaming and guardrail tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.8, "best_for": [ "AI product teams checking model behavior before rollout", "red-teamers and app-security engineers testing prompt-injection and leakage paths" ], "risk_categories": [], "search_text": "nvidia/garak nvidia open_source other gold conditional try_now ai product teams checking model behavior before rollout red-teamers and app-security engineers testing prompt-injection and leakage paths", "material_mover": false }, { "id": "evt_f8c088461d940364f6af", "entity_id": "gh:enactic/openarm", "item_url": "/item/enactic-openarm/", "title": "enactic/openarm", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2837, "after": 2846, "explanation": "Stars changed: 2837 → 2846.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Physical AI robotics platforms", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 4.8, "best_for": [ "robotics labs collecting manipulation data", "physical-AI teams testing teleoperation and imitation-learning workflows" ], "risk_categories": [], "search_text": "enactic/openarm enactic open_source other gold medium try_now robotics labs collecting manipulation data physical-ai teams testing teleoperation and imitation-learning workflows", "material_mover": false }, { "id": "evt_f893f73e7143adfb6cc9", "entity_id": "gh:entireio/cli", "item_url": "/item/entire-cli/", "title": "Entire CLI", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.9.1-nightly.202608120634.6e7985f4e", "after": "v0.10.1-nightly.202608130635.9862b0dd6", "explanation": "Version changed: v0.9.1-nightly.202608120634.6e7985f4e → v0.10.1-nightly.202608130635.9862b0dd6.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "engineering teams using AI coding assistants", "security-conscious teams needing coding provenance" ], "risk_categories": [ "provenance" ], "search_text": "entire cli entireio open_source other silver conditional watch engineering teams using ai coding assistants security-conscious teams needing coding provenance claude google gemini", "material_mover": false }, { "id": "evt_f888396060fe0862ea6d", "entity_id": "gh:zhulinsen/alphasift", "item_url": "/item/zhulinsen-alphasift/", "title": "ZhuLinsen/alphasift", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 340, "after": 342, "explanation": "Stars changed: 340 → 342.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Financial Screening and Ranking", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "quant-research engineers who need an Apache-2.0-licensed, open-source agent-native stock discovery and ranking engine", "AI-trading-platform builders who want deterministic factors plus optional LLM judgment and a T+N evaluation loop on" ], "risk_categories": [ "impact" ], "search_text": "zhulinsen/alphasift zhulinsen open_source other silver medium worth_watch quant-research engineers who need an apache-2.0-licensed, open-source agent-native stock discovery and ranking engine with auditable yaml strategies ai-trading-platform builders who want deterministic factors plus optional llm judgment and a t+n evaluation loop on saved runs", "material_mover": false }, { "id": "evt_f87fce7c0b93af80850e", "entity_id": "gh:e2b-dev/infra", "item_url": "/item/e2b-dev-infra/", "title": "e2b-dev/infra", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1320, "after": 1321, "explanation": "Stars changed: 1320 → 1321.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Sandbox Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "AI platform engineers who need an Apache-2.0-licensed, open-source sandbox infrastructure stack to self-host E2B", "agent infrastructure teams who want to run untrusted AI agent and code-interpreter workloads in isolation without" ], "risk_categories": [ "system" ], "search_text": "e2b-dev/infra e2b-dev open_source agent_framework agent_framework gold low try_now ai platform engineers who need an apache-2.0-licensed, open-source sandbox infrastructure stack to self-host e2b cloud's firecracker-backed microvms and orchestration for ai agent workloads agent infrastructure teams who want to run untrusted ai agent and code-interpreter work", "material_mover": false }, { "id": "evt_f8381a4e2d3aae77f965", "entity_id": "gh:maddada/ghostex", "item_url": "/item/maddada-ghostex/", "title": "maddada/Ghostex", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 696, "after": 698, "explanation": "Stars changed: 696 → 698.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Native macOS Ghostty Workspace", "section": "MIT native macOS desktop workspace built on", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent power users who run multiple coding agents (Claude Code, Codex, OpenCode, Pi Agent, Gemini, Copilot) and need", "macOS developers who do not want an Electron or Tauri wrapper and prefer a Swift-native Ghostty-based workspace with" ], "risk_categories": [ "system" ], "search_text": "maddada/ghostex maddada open_source other gold low try_now ai agent power users who run multiple coding agents (claude code, codex, opencode, pi agent, gemini, copilot) and need one persistent workspace to keep them all alive at once with split-pane macos developers who do not want an electron or tauri wrapper and prefer a swift-native ghostty-based workspac", "material_mover": false }, { "id": "evt_f7f08bdbec3941d78711", "entity_id": "gh:astro-han/pawwork", "item_url": "/item/astro-han-pawwork/", "title": "Astro-Han/pawwork", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 89, "after": 90, "explanation": "Stars changed: 89 → 90.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Desktop AI / Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "power users", "students" ], "risk_categories": [ "sensitive", "system", "account" ], "search_text": "astro-han/pawwork astro-han open_source other gold medium try_now power users students", "material_mover": false }, { "id": "evt_f7cac5094e2da92fb3cd", "entity_id": "gh:arabold/docs-mcp-server", "item_url": "/item/arabold-docs-mcp-server/", "title": "arabold/docs-mcp-server", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1640, "after": 1642, "explanation": "Stars changed: 1640 → 1642.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Documentation grounding MCP server", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 7.2, "best_for": [ "developers who want coding agents grounded on current API docs instead of stale model memory", "teams already using MCP-compatible assistants and trying to reduce documentation hallucinations" ], "risk_categories": [], "search_text": "arabold/docs-mcp-server arabold open_source other gold conditional try_now developers who want coding agents grounded on current api docs instead of stale model memory teams already using mcp-compatible assistants and trying to reduce documentation hallucinations model context protocol model context protocol", "material_mover": false }, { "id": "evt_f7bda0cccf53a541a278", "entity_id": "gh:nextlevelbuilder/goclaw", "item_url": "/item/nextlevelbuilder-goclaw/", "title": "nextlevelbuilder/goclaw", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3529, "after": 3532, "explanation": "Stars changed: 3529 → 3532.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Operations / Multi-Tenant", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "platform teams", "operations teams running internal agents" ], "risk_categories": [], "search_text": "nextlevelbuilder/goclaw nextlevelbuilder open_source agent_framework agent_framework gold high watch platform teams operations teams running internal agents anthropic model context protocol openai postgresql model context protocol", "material_mover": false }, { "id": "evt_f7a3b9986f0a98c6def2", "entity_id": "gh:decocms/studio", "item_url": "/item/decocms-studio/", "title": "decocms/studio", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 396, "after": 397, "explanation": "Stars changed: 396 → 397.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "agent platform teams", "MCP adopters" ], "risk_categories": [ "sensitive", "account" ], "search_text": "decocms/studio decocms open_source other silver conditional watch agent platform teams mcp adopters model context protocol model context protocol", "material_mover": false }, { "id": "evt_f7a14cb4996cc92e73da", "entity_id": "gh:aiming-lab/autoresearchclaw", "item_url": "/item/aiming-lab-autoresearchclaw/", "title": "aiming-lab/AutoResearchClaw", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14012, "after": 14018, "explanation": "Stars changed: 14012 → 14018.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Research / Multi-Agent", "section": "Autonomous Self-Evolving Research System That", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "aiming-lab/autoresearchclaw aiming-lab open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_f799478732ed5d912990", "entity_id": "gh:risa-labs-inc/bossconsole", "item_url": "/item/risa-labs-inc-bossconsole/", "title": "risa-labs-inc/BossConsole", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 219, "after": 220, "explanation": "Stars changed: 219 → 220.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Desktop agent harnesses and operator consoles", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.3, "best_for": [ "researchers evaluating open desktop harnesses for agent workflows", "teams comparing governed local-tool access against closed agent IDEs" ], "risk_categories": [ "sensitive", "system" ], "search_text": "risa-labs-inc/bossconsole risa-labs-inc open_source other silver high worth_watch researchers evaluating open desktop harnesses for agent workflows teams comparing governed local-tool access against closed agent ides claude code google gemini model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_f793b27bb7cb4787d9ec", "entity_id": "gh:openonion/connectonion", "item_url": "/item/openonion-connectonion/", "title": "openonion/connectonion", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.7.0a1", "after": "v1.6.4", "explanation": "Version changed: v1.7.0a1 → v1.6.4.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Agent Frameworks & Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Python teams building production-style AI agents that need a Claude-Code-equivalent lifecycle (hooks, skills", "multi-agent systems that need trust routing between agents before LLM involvement" ], "risk_categories": [ "system" ], "search_text": "openonion/connectonion openonion open_source other silver none try_now python teams building production-style ai agents that need a claude-code-equivalent lifecycle (hooks, skills, subagents, approval) without bolting one together from scratch multi-agent systems that need trust routing between agents before llm involvement", "material_mover": false }, { "id": "evt_f78200b8099dfdd8da8b", "entity_id": "gh:antirez/ds4", "item_url": "/item/antirez-ds4/", "title": "antirez/ds4", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 21256, "after": 21315, "explanation": "Stars changed: 21256 → 21315.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "local AI enthusiasts running DeepSeek 4 on Apple Silicon or consumer GPUs", "developer-tools authors who need a small, embeddable inference binary" ], "risk_categories": [], "search_text": "antirez/ds4 antirez open_source inference_runtime inference_runtime gold none try_now local ai enthusiasts running deepseek 4 on apple silicon or consumer gpus developer-tools authors who need a small, embeddable inference binary", "material_mover": false }, { "id": "evt_f75d7255fbefa16fd709", "entity_id": "gh:agent-substrate/substrate", "item_url": "/item/google-agent-substrate-apache-2-0-kubernetes-native-agent-scheduler-with/", "title": "Google Agent Substrate: Apache-2.0 Kubernetes-Native Agent Scheduler with 30x+ Oversubscription (702*, 250 Actors / 8 Pods Demo)", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1211, "after": 1219, "explanation": "Stars changed: 1211 → 1219.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "agent_framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [], "search_text": "google agent substrate: apache-2.0 kubernetes-native agent scheduler with 30x+ oversubscription (702*, 250 actors / 8 pods demo) agent-substrate open_source agent_framework agent_framework gold low try_now agent builders ai platform engineers", "material_mover": false }, { "id": "evt_f74eef7f74bfcca9df85", "entity_id": "gh:razzant/ouroboros", "item_url": "/item/razzant-ouroboros/", "title": "razzant/ouroboros", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v6.97.2", "after": "v6.100.0", "explanation": "Version changed: v6.97.2 → v6.100.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Agent Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "agent researchers studying self-modifying agent runtimes", "builders evaluating clean-room open implementations of self-creating agents" ], "risk_categories": [], "search_text": "razzant/ouroboros razzant open_source other silver conditional worth_watch agent researchers studying self-modifying agent runtimes builders evaluating clean-room open implementations of self-creating agents self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_f73a180f985ce2a62576", "entity_id": "gh:tabularisdb/tabularis", "item_url": "/item/tabularisdb-tabularis/", "title": "TabularisDB/tabularis", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4078, "after": 4088, "explanation": "Stars changed: 4078 → 4088.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Databases / SQL", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "backend engineers who want one client that works against Postgres, MySQL/MariaDB, and SQLite", "data engineers who want a self-hostable SQL notebook with AI assistance instead of a per-seat hosted SaaS" ], "risk_categories": [], "search_text": "tabularisdb/tabularis tabularisdb open_source data_tooling data_tooling silver low try_now backend engineers who want one client that works against postgres, mysql/mariadb, and sqlite data engineers who want a self-hostable sql notebook with ai assistance instead of a per-seat hosted saas model context protocol mysql postgresql model context protocol", "material_mover": false }, { "id": "evt_f7323a924be649082486", "entity_id": "gh:zaxbyhub/opencode-swarm", "item_url": "/item/zaxbyhub-opencode-swarm/", "title": "ZaxbyHub/opencode-swarm", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v7.139.0", "after": "v7.139.3", "explanation": "Version changed: v7.139.0 → v7.139.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Coding / Multi-Agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "OpenCode users", "developers experimenting with coding swarms" ], "risk_categories": [], "search_text": "zaxbyhub/opencode-swarm zaxbyhub open_source other gold conditional try_now opencode users developers experimenting with coding swarms github model context protocol model context protocol", "material_mover": false }, { "id": "evt_f6cdcd2ec1c1f7fa6581", "entity_id": "gh:tabularisdb/tabularis", "item_url": "/item/tabularisdb-tabularis/", "title": "TabularisDB/tabularis", "category": "data_tooling", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "nightly-20260812-e800618", "after": "nightly-20260813-356ce3f", "explanation": "Version changed: nightly-20260812-e800618 → nightly-20260813-356ce3f.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Databases / SQL", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "backend engineers who want one client that works against Postgres, MySQL/MariaDB, and SQLite", "data engineers who want a self-hostable SQL notebook with AI assistance instead of a per-seat hosted SaaS" ], "risk_categories": [], "search_text": "tabularisdb/tabularis tabularisdb open_source data_tooling data_tooling silver low try_now backend engineers who want one client that works against postgres, mysql/mariadb, and sqlite data engineers who want a self-hostable sql notebook with ai assistance instead of a per-seat hosted saas model context protocol mysql postgresql model context protocol", "material_mover": false }, { "id": "evt_f6c59be9aca4769e2f16", "entity_id": "gh:gentleman-programming/engram", "item_url": "/item/gentleman-programming-engram/", "title": "Gentleman-Programming/engram", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5983, "after": 5993, "explanation": "Stars changed: 5983 → 5993.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "Agent infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Teams running Claude Code / Codex / Cursor / OpenCode that need durable cross-session memory of prior decisions", "Engineers building MCP-aware agent harnesses that need a local-first persistent memory layer without a cloud /" ], "risk_categories": [], "search_text": "gentleman-programming/engram gentleman-programming open_source other gold low try_now teams running claude code / codex / cursor / opencode that need durable cross-session memory of prior decisions, conventions, and code patterns engineers building mcp-aware agent harnesses that need a local-first persistent memory layer without a cloud / vector-db dependenc", "material_mover": false }, { "id": "evt_f6b37a7aac4b2b4cb9f7", "entity_id": "gh:google/adk-python", "item_url": "/item/google-adk-python/", "title": "google/adk-python", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 21087, "after": 21095, "explanation": "Stars changed: 21087 → 21095.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "google/adk-python google open_source other silver high watch ai developers technical founders", "material_mover": false }, { "id": "evt_f651fb3feacff913e87b", "entity_id": "gh:langchain-ai/langchain", "item_url": "/item/langchain-ai-langchain/", "title": "langchain-ai/langchain", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 144088, "after": 144176, "explanation": "Stars changed: 144088 → 144176.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "langchain-ai/langchain langchain-ai open_source other gold high try_now ai developers technical founders anthropic google gemini openai", "material_mover": false }, { "id": "evt_f649c53415424ee55232", "entity_id": "gh:sooperset/mcp-atlassian", "item_url": "/item/sooperset-mcp-atlassian/", "title": "sooperset/mcp-atlassian", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5732, "after": 5738, "explanation": "Stars changed: 5732 → 5738.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI agent users who want an MCP client to query and update Confluence and Jira without opening the Atlassian web UI", "Support and engineering managers who want routine Confluence and Jira operations handled by an MCP-compatible agent" ], "risk_categories": [], "search_text": "sooperset/mcp-atlassian sooperset open_source other silver conditional watch ai agent users who want an mcp client to query and update confluence and jira without opening the atlassian web ui support and engineering managers who want routine confluence and jira operations handled by an mcp-compatible agent", "material_mover": false }, { "id": "evt_f5f17aed619492ecf1ae", "entity_id": "gh:bvisible/mcp-ssh-manager", "item_url": "/item/bvisible-mcp-ssh-manager/", "title": "bvisible/mcp-ssh-manager", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 421, "after": 426, "explanation": "Stars changed: 421 → 426.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "DevOps and infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Teams that want Claude Code or Codex to manage SSH fleets without building a custom MCP server", "Engineers who need per-server security modes (readonly / restricted) before letting an LLM touch production" ], "risk_categories": [ "impact" ], "search_text": "bvisible/mcp-ssh-manager bvisible open_source other silver conditional try_now teams that want claude code or codex to manage ssh fleets without building a custom mcp server engineers who need per-server security modes (readonly / restricted) before letting an llm touch production anthropic claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_f5f14562e696e77633f1", "entity_id": "gh:alchaincyf/huashu-md-html", "item_url": "/item/alchaincyf-huashu-md-html/", "title": "alchaincyf/huashu-md-html", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 873, "after": 874, "explanation": "Stars changed: 873 → 874.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Document Pipeline", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers and content teams turning AI outputs into publishable docs", "Technical writers who want markdown as the source of truth" ], "risk_categories": [], "search_text": "alchaincyf/huashu-md-html alchaincyf open_source other gold none try_now developers and content teams turning ai outputs into publishable docs technical writers who want markdown as the source of truth", "material_mover": false }, { "id": "evt_f5d24f8791f5f2660d61", "entity_id": "gh:atomicbot-ai/atomic-agent", "item_url": "/item/atomicbot-ai-atomic-agent/", "title": "AtomicBot-ai/atomic-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1691, "after": 2042, "explanation": "Stars changed: 1691 → 2042.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Local-First AI Assistant", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "local-LLM users who need an MIT-licensed, open-source local-first AI assistant with a Node.js + TypeScript core and a", "AI agent builders who want Playwright-driven browser automation wired into a local-first agent stack" ], "risk_categories": [], "search_text": "atomicbot-ai/atomic-agent atomicbot-ai open_source other silver conditional worth_watch local-llm users who need an mit-licensed, open-source local-first ai assistant with a node.js + typescript core and a hermes-compatible harness ai agent builders who want playwright-driven browser automation wired into a local-first agent stack openai", "material_mover": true }, { "id": "evt_f5bb1337e67ca0af734b", "entity_id": "gh:huggingface/speech-to-speech", "item_url": "/item/huggingface-speech-to-speech/", "title": "huggingface/speech-to-speech", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12406, "after": 12480, "explanation": "Stars changed: 12406 → 12480.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 official HuggingFace", "section": "HuggingFace Local Voice Agent Library", "local_ai": true, "local_model_compatible": true, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Voice-agent developers, AI app developers, real-time audio developers, AI-curious readers tracking open-source voice", "Voice-agent developers + AI app developers that want OpenAI-Realtime WebSocket API parity -- any client that speaks" ], "risk_categories": [], "search_text": "huggingface/speech-to-speech huggingface open_source other gold low try_now voice-agent developers, ai app developers, real-time audio developers, ai-curious readers tracking open-source voice agent releases, ai robot developers (the canonical production deployment is the voice-agent developers + ai app developers that want openai-realtime websocket api pari", "material_mover": false }, { "id": "evt_f592214b5c0e9aabb44d", "entity_id": "gh:boxlite-ai/boxlite", "item_url": "/item/boxlite-ai-boxlite/", "title": "boxlite-ai/boxlite", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2242, "after": 2249, "explanation": "Stars changed: 2242 → 2249.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "agent platform engineers", "internal developer platform owners" ], "risk_categories": [], "search_text": "boxlite-ai/boxlite boxlite-ai open_source other gold conditional try_now agent platform engineers internal developer platform owners self-hosted serverless", "material_mover": false }, { "id": "evt_f57558eadb18abca8af0", "entity_id": "gh:nearai/ironclaw", "item_url": "/item/ironclaw-dual-mit-apache-2-0-secure-personal-ai-assistant-agent-os-priva/", "title": "IronClaw: Dual MIT/Apache-2.0 Secure Personal AI Assistant / Agent OS (Privacy-First, Auditable, Extensible)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12603, "after": 12607, "explanation": "Stars changed: 12603 → 12607.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "End users who want a private on-device personal AI assistant without the privacy cost of closed SaaS + developers", "End users + on-device-by-default users that want the privacy-first architecture (all data lives on-device by default)" ], "risk_categories": [ "sensitive" ], "search_text": "ironclaw: dual mit/apache-2.0 secure personal ai assistant / agent os (privacy-first, auditable, extensible) nearai open_source other gold low try_now end users who want a private on-device personal ai assistant without the privacy cost of closed saas + developers building privacy-first ai applications + security-conscious users who need an end users + on-de", "material_mover": false }, { "id": "evt_f55ddd144d5c9d1f0097", "entity_id": "gh:atomflow-ai/molecode", "item_url": "/item/atomflow-ai-molecode/", "title": "AtomFlow-AI/MoleCode", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 295, "after": 296, "explanation": "Stars changed: 295 → 296.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "LLM-Native Molecular Language", "section": "MIT LLM-Native Molecular Language", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "atomflow-ai/molecode atomflow-ai open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_f4e94dfa58ebe3122f5c", "entity_id": "gh:tnt-likely/panwatch", "item_url": "/item/tnt-likely-panwatch/", "title": "TNT-Likely/PanWatch", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 774, "after": 777, "explanation": "Stars changed: 774 → 777.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 7.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "FinTech / AI Agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Individual investors who want a self-hosted AI market monitor with multi-agent decisioning for A-share, HK, and US", "Fintech builders and quant hobbyists who need portfolio management and multi-channel push under MIT" ], "risk_categories": [], "search_text": "tnt-likely/panwatch tnt-likely open_source other silver medium try_now individual investors who want a self-hosted ai market monitor with multi-agent decisioning for a-share, hk, and us stocks fintech builders and quant hobbyists who need portfolio management and multi-channel push under mit self-hosted openai", "material_mover": false }, { "id": "evt_f4def0311ee24feb0832", "entity_id": "gh:roandejager/hillock", "item_url": "/item/hillock-local-brain-inspired-ai-memory-using-sqlite-and-hdc/", "title": "Hillock – Local, brain-inspired AI memory using SQLite and HDC", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.2.0", "after": "v0.4.0", "explanation": "Version changed: v0.2.0 → v0.4.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 5.76, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Other", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "hillock – local, brain-inspired ai memory using sqlite and hdc roandejager open_source other other bronze none watch ai developers technical founders ollama", "material_mover": false }, { "id": "evt_f4afbe34c187507d14c0", "entity_id": "gh:ar9av/obsidian-wiki", "item_url": "/item/ar9av-obsidian-wiki/", "title": "Ar9av/obsidian-wiki", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3190, "after": 3200, "explanation": "Stars changed: 3190 → 3200.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Memory Framework", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers who already keep notes or project context in Obsidian", "Teams that want agent memory to survive model, tool, and session changes" ], "risk_categories": [], "search_text": "ar9av/obsidian-wiki ar9av open_source rag_knowledge rag_knowledge gold conditional try_now developers who already keep notes or project context in obsidian teams that want agent memory to survive model, tool, and session changes", "material_mover": false }, { "id": "evt_f444737c3c21ef2fa334", "entity_id": "gh:waybarrios/vllm-mlx", "item_url": "/item/waybarrios-vllm-mlx/", "title": "waybarrios/vllm-mlx", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1504, "after": 1506, "explanation": "Stars changed: 1504 → 1506.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Open-source Apple Silicon local inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 5.4, "best_for": [ "Apple Silicon developers serving local models to existing SDKs or coding agents", "teams evaluating private local inference with OpenAI- or Anthropic-style APIs" ], "risk_categories": [], "search_text": "waybarrios/vllm-mlx waybarrios open_source other inference_runtime gold conditional try_now apple silicon developers serving local models to existing sdks or coding agents teams evaluating private local inference with openai- or anthropic-style apis anthropic claude code model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_f42d6df0614652af678b", "entity_id": "gh:ikalus1988/misakanet", "item_url": "/item/ikalus1988-misakanet/", "title": "Ikalus1988/MisakaNet", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 392, "after": 394, "explanation": "Stars changed: 392 → 394.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Zero-Dependency Swarm Knowledge", "section": "Apache-2.0 Zero-Dependency Swarm Knowledge", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "ikalus1988/misakanet ikalus1988 open_source other silver low try_now ai developers technical founders claude langchain", "material_mover": false }, { "id": "evt_f3f193dac8919d44d1aa", "entity_id": "gh:federicots/quantprobe", "item_url": "/item/federicots-quantprobe/", "title": "FedericoTs/quantprobe", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 82, "after": 83, "explanation": "Stars changed: 82 → 83.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Inference and local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.2, "best_for": [ "local LLM users planning GGUF and llama.cpp deployments", "homelab operators comparing VRAM, RAM, and disk placement tradeoffs" ], "risk_categories": [], "search_text": "federicots/quantprobe federicots open_source other inference_runtime silver conditional try_now local llm users planning gguf and llama.cpp deployments homelab operators comparing vram, ram, and disk placement tradeoffs", "material_mover": false }, { "id": "evt_f3cd71f5d4b50659de88", "entity_id": "gh:harbor-framework/harbor", "item_url": "/item/harbor-framework-harbor/", "title": "harbor-framework/harbor", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4148, "after": 4193, "explanation": "Stars changed: 4148 → 4193.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "research", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "agent evaluation teams", "applied RL researchers" ], "risk_categories": [ "system" ], "search_text": "harbor-framework/harbor harbor-framework research research research gold conditional try_now agent evaluation teams applied rl researchers", "material_mover": false }, { "id": "evt_f3c6e4f11a27ca684448", "entity_id": "gh:quarqlabs/argus", "item_url": "/item/quarqlabs-argus/", "title": "quarqlabs/argus", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 270, "after": 271, "explanation": "Stars changed: 270 → 271.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 self-evolving", "section": "quarqlabs/argus is the Apache-2.0 Argus Agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "**AI-tool builders who want a long-term memory layer** — Argus is a memory-native agent that exposes its memory layer", "**Research-project agents** — semantic / episodic / procedural memory separation is the right surface for a" ], "risk_categories": [], "search_text": "quarqlabs/argus quarqlabs open_source rag_knowledge rag_knowledge gold none try_now **ai-tool builders who want a long-term memory layer** — argus is a memory-native agent that exposes its memory layer through python, rest, langchain-style tools, or mcp, so an existing agent or **research-project agents** — semantic / episodic / procedural memory separat", "material_mover": false }, { "id": "evt_f39f8963dc8866d0d6e0", "entity_id": "gh:dyad-sh/dyad", "item_url": "/item/dyad-sh-dyad/", "title": "dyad-sh/dyad", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 21211, "after": 21225, "explanation": "Stars changed: 21211 → 21225.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0", "section": "Dyad: Local Open-Source AI App Builder", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent developers, AI coding agent users, Lovable / v0 / Bolt users looking for a local alternative, AI app", "AI agent developers + AI app builders that want the local-first surface (runs on the consumer's machine, no cloud" ], "risk_categories": [], "search_text": "dyad-sh/dyad dyad-sh open_source other gold conditional try_now ai agent developers, ai coding agent users, lovable / v0 / bolt users looking for a local alternative, ai app builders, ai-curious readers tracking the local-ai space, engineering teams wiring ai ai agent developers + ai app builders that want the local-first surface (runs on the consumer's mach", "material_mover": false }, { "id": "evt_f3754c917780ed8c6ff3", "entity_id": "gh:msaad00/agent-bom", "item_url": "/item/msaad00-agent-bom/", "title": "msaad00/agent-bom", "category": "security", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.99.0", "after": "v0.100.0", "explanation": "Version changed: v0.99.0 → v0.100.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Security / Supply-Chain", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Security engineers who need a CycloneDX + SARIF AIBOM-grade audit surface for AI agents, MCP servers, and tools", "Platform teams who want a self-hosted control plane with blast-radius graph findings, runtime enforcement, and" ], "risk_categories": [ "sensitive", "account" ], "search_text": "msaad00/agent-bom msaad00 open_source security security silver medium try_now security engineers who need a cyclonedx + sarif aibom-grade audit surface for ai agents, mcp servers, and tools platform teams who want a self-hosted control plane with blast-radius graph findings, runtime enforcement, and compliance evidence kubernetes model context protocol model", "material_mover": false }, { "id": "evt_f372f6d834a37192db9d", "entity_id": "gh:griffinwork40/agent-afk", "item_url": "/item/griffinwork40-agent-afk/", "title": "griffinwork40/agent-afk", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v5.112.0", "after": "v5.116.0", "explanation": "Version changed: v5.112.0 → v5.116.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent System", "section": "Coding Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Advanced developers who want to study or modify the coding-agent loop itself", "Builders comparing open harnesses against closed agent CLIs" ], "risk_categories": [], "search_text": "griffinwork40/agent-afk griffinwork40 open_source other silver high worth_watch advanced developers who want to study or modify the coding-agent loop itself builders comparing open harnesses against closed agent clis anthropic claude claude code model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_f30dcc8e51672aed833e", "entity_id": "gh:modiqo/waggle", "item_url": "/item/modiqo-waggle/", "title": "modiqo/waggle", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 751, "after": 750, "explanation": "Stars changed: 751 → 750.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent coordination", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "builders running parallel coding-agent or MCP workflows", "teams trying to cut repeated context transfer between agent sessions" ], "risk_categories": [ "account" ], "search_text": "modiqo/waggle modiqo open_source other gold conditional try_now builders running parallel coding-agent or mcp workflows teams trying to cut repeated context transfer between agent sessions", "material_mover": false }, { "id": "evt_f2f3d91ed7edebbc470b", "entity_id": "gh:tencent/ai-infra-guard", "item_url": "/item/tencent-ai-infra-guard/", "title": "Tencent/AI-Infra-Guard", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4482, "after": 4489, "explanation": "Stars changed: 4482 → 4489.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Security", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "platform and MLOps teams with exposed AI endpoints", "security teams evaluating agent tools before launch" ], "risk_categories": [], "search_text": "tencent/ai-infra-guard tencent open_source security security gold conditional watch platform and mlops teams with exposed ai endpoints security teams evaluating agent tools before launch", "material_mover": false }, { "id": "evt_f2b2831253cbbd89ffcc", "entity_id": "gh:jd-opensource/joyai-echo", "item_url": "/item/jd-opensource-joyai-echo/", "title": "jd-opensource/JoyAI-Echo", "category": "model", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1855, "after": 1856, "explanation": "Stars changed: 1855 → 1856.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model Release", "section": "AI Video", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Multimodal researchers studying longer-horizon video generation systems", "Video-tool builders comparing open inference releases with closed model launches" ], "risk_categories": [], "search_text": "jd-opensource/joyai-echo jd-opensource open_source model model silver medium worth_watch multimodal researchers studying longer-horizon video generation systems video-tool builders comparing open inference releases with closed model launches", "material_mover": false }, { "id": "evt_f2a4e08c8aab3a3be2c2", "entity_id": "gh:muvon/octocode", "item_url": "/item/muvon-octocode/", "title": "Muvon/octocode", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 446, "after": 447, "explanation": "Stars changed: 446 → 447.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Developer Tools / AI-Engineering", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI coding-agent users who want semantic and graph queries against a real codebase without a hosted service", "Developers who want a CLI for code-search, doc-search, and embeddings without building a custom pipeline" ], "risk_categories": [], "search_text": "muvon/octocode muvon open_source other gold low try_now ai coding-agent users who want semantic and graph queries against a real codebase without a hosted service developers who want a cli for code-search, doc-search, and embeddings without building a custom pipeline model context protocol model context protocol", "material_mover": false }, { "id": "evt_f2964786caf590c12577", "entity_id": "gh:modeltc/lightllm", "item_url": "/item/modeltc-lightllm/", "title": "ModelTC/LightLLM", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4219, "after": 4223, "explanation": "Stars changed: 4219 → 4223.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Model infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Inference teams benchmarking serving engines for latency and throughput", "LLMOps builders comparing OpenAI-compatible self-hosted deployment paths" ], "risk_categories": [], "search_text": "modeltc/lightllm modeltc open_source inference_runtime inference_runtime gold conditional try_now inference teams benchmarking serving engines for latency and throughput llmops builders comparing openai-compatible self-hosted deployment paths", "material_mover": false }, { "id": "evt_f206e532fd8d83d64828", "entity_id": "gh:joeynyc/hermes-hudui", "item_url": "/item/joeynyc-hermes-hudui/", "title": "joeynyc/hermes-hudui", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1806, "after": 1809, "explanation": "Stars changed: 1806 → 1809.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Dashboard", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Hermes operators who want a clearer view of memory, sessions, and spend", "Local AI power users who need a browser UI instead of raw SQLite or CLI inspection" ], "risk_categories": [ "impact" ], "search_text": "joeynyc/hermes-hudui joeynyc open_source other gold conditional try_now hermes operators who want a clearer view of memory, sessions, and spend local ai power users who need a browser ui instead of raw sqlite or cli inspection", "material_mover": false }, { "id": "evt_f1f61eaa8ab15f676070", "entity_id": "gh:gastownhall/gastown", "item_url": "/item/gastownhall-gastown/", "title": "gastownhall/gastown", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 17582, "after": 17603, "explanation": "Stars changed: 17582 → 17603.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Multi-agent workspace manager", "section": "Multi-Agent Workspace Manager", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Engineering teams, AI agent developers, automation builders, founders, creators, power users, AI-curious readers, and", "Engineering teams that want a multi-agent workspace manager -- the 8-role architecture (Mayor + Polecats + Refinery +" ], "risk_categories": [], "search_text": "gastownhall/gastown gastownhall open_source other gold conditional try_now engineering teams, ai agent developers, automation builders, founders, creators, power users, ai-curious readers, and any developer running 4+ ai coding agents in parallel who needs persistent state engineering teams that want a multi-agent workspace manager -- the 8-role architecture", "material_mover": false }, { "id": "evt_f1ce545e5fc5aac32966", "entity_id": "gh:floe-labs/floe-guard", "item_url": "/item/floe-labs-floe-guard/", "title": "Floe-Labs/floe-guard", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 44, "after": 43, "explanation": "Stars changed: 44 → 43.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers running agents in production on paid APIs", "LangChain / AutoGen / custom-agent users who want a hard stop on runaway loops" ], "risk_categories": [ "account" ], "search_text": "floe-labs/floe-guard floe-labs open_source other silver none try_now developers running agents in production on paid apis langchain / autogen / custom-agent users who want a hard stop on runaway loops", "material_mover": false }, { "id": "evt_f15599aa9000b00b8c5f", "entity_id": "gh:earthtojake/text-to-cad", "item_url": "/item/earthtojake-text-to-cad/", "title": "earthtojake/text-to-cad", "category": "creative_tool", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "0.4.5", "after": "0.4.7", "explanation": "Version changed: 0.4.5 → 0.4.7.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "CAD / robotics / hardware", "section": "AI CAD / Robotics / Hardware Design", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Mechanical engineers, hardware designers, robotics engineers, fabrication engineers, AI-curious readers, technical", "Engineering teams that want a STEP-first CAD artifact pipeline for AI agents -- STEP is the primary CAD artifact" ], "risk_categories": [], "search_text": "earthtojake/text-to-cad earthtojake open_source creative_tool creative_tool gold low try_now mechanical engineers, hardware designers, robotics engineers, fabrication engineers, ai-curious readers, technical writers, and any developer building a cad/robotics/hardware design workflow with an engineering teams that want a step-first cad artifact pipeline for a", "material_mover": false }, { "id": "evt_f12773e07d68f61db112", "entity_id": "gh:llamastash/llamastash", "item_url": "/item/llamastash-llamastash/", "title": "llamastash/llamastash", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 132, "after": 135, "explanation": "Stars changed: 132 → 135.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Local AI users who want easier GGUF model launching without switching to a heavier always-on desktop app", "Developers and agent users who need a stable JSON CLI and OpenAI-compatible proxy around local inference" ], "risk_categories": [ "system" ], "search_text": "llamastash/llamastash llamastash open_source other silver conditional try_now local ai users who want easier gguf model launching without switching to a heavier always-on desktop app developers and agent users who need a stable json cli and openai-compatible proxy around local inference ollama", "material_mover": false }, { "id": "evt_f113a60c6fd655b8fada", "entity_id": "gh:adewale/skill-eval-harness", "item_url": "/item/adewale-skill-eval-harness/", "title": "adewale/skill-eval-harness", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 65, "after": 64, "explanation": "Stars changed: 65 → 64.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Observability / Evals", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Teams maintaining internal agent skills or prompt libraries", "Developers who need paired before-and-after evals instead of ad hoc transcript review" ], "risk_categories": [], "search_text": "adewale/skill-eval-harness adewale open_source other gold conditional try_now teams maintaining internal agent skills or prompt libraries developers who need paired before-and-after evals instead of ad hoc transcript review", "material_mover": false }, { "id": "evt_f10285a2b5ab59e4f7a3", "entity_id": "gh:comfy-org/comfyui", "item_url": "/item/comfy-org-comfyui-v0-25-0/", "title": "Comfy-Org/ComfyUI v0.25.0", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 127051, "after": 127323, "explanation": "Stars changed: 127051 → 127323.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Generative Media", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "creative builders", "local GPU operators" ], "risk_categories": [], "search_text": "comfy-org/comfyui v0.25.0 comfy-org open_source other silver conditional watch creative builders local gpu operators", "material_mover": false }, { "id": "evt_f0de34242d8623624dc9", "entity_id": "gh:hoangp8/tokless", "item_url": "/item/hoangp8-tokless/", "title": "HoangP8/tokless", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 222, "after": 223, "explanation": "Stars changed: 222 → 223.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "AI developer tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 8.8, "best_for": [ "developers experimenting with multiple agent efficiency tools", "team leads standardising on a baseline stack" ], "risk_categories": [], "search_text": "hoangp8/tokless hoangp8 open_source other other silver medium worth_watch developers experimenting with multiple agent efficiency tools team leads standardising on a baseline stack claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_f0dbb097ac17b3512057", "entity_id": "gh:vespa-engine/vespa", "item_url": "/item/vespa-apache-2-0-ai-search-platform-vectors-tensors-text-structured-data/", "title": "Vespa: Apache-2.0 AI Search Platform (Vectors + Tensors + Text + Structured Data at Serving Time, 6,996*, Daily Production Releases, Vespa.ai Cloud)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7046, "after": 7047, "explanation": "Stars changed: 7046 → 7047.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "vespa: apache-2.0 ai search platform (vectors + tensors + text + structured data at serving time, 6,996*, daily production releases, vespa.ai cloud) vespa-engine open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_f0c7b81880a2ac9af0d9", "entity_id": "gh:vercel-labs/zerolang", "item_url": "/item/vercel-labs-zerolang/", "title": "vercel-labs/zerolang", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5273, "after": 5292, "explanation": "Stars changed: 5273 → 5292.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Language / Compiler", "section": "Graph-Native Programming Language for Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "vercel-labs/zerolang vercel-labs open_source other gold conditional try_now ai developers technical founders", "material_mover": false }, { "id": "evt_f0a1e287d6845491dc88", "entity_id": "gh:modelscope/awesome-vibe-research", "item_url": "/item/modelscope-awesome-vibe-research/", "title": "modelscope/Awesome-Vibe-Research", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 390, "after": 391, "explanation": "Stars changed: 390 → 391.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Other", "section": "AI Directory / Collection", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "researchers and grad students looking for a vetted, organized index of AI-assisted research tools and skills", "R&D teams that want to map their research workflow to a community-maintained tool list" ], "risk_categories": [], "search_text": "modelscope/awesome-vibe-research modelscope open_source other silver none try_now researchers and grad students looking for a vetted, organized index of ai-assisted research tools and skills r&d teams that want to map their research workflow to a community-maintained tool list", "material_mover": false }, { "id": "evt_f07090c1c152bc371c4a", "entity_id": "gh:juliusbrussee/caveman", "item_url": "/item/juliusbrussee-caveman/", "title": "JuliusBrussee/caveman", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 97738, "after": 97994, "explanation": "Stars changed: 97738 → 97994.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 6.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Plugin / Skill", "section": "Token-Compression Skill for Claude Code / Codex", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive", "account" ], "search_text": "juliusbrussee/caveman juliusbrussee open_source other silver conditional worth_watch ai developers technical founders anthropic claude claude code", "material_mover": false }, { "id": "evt_f05f0c1b9faa425b0bd3", "entity_id": "gh:fission-ai/openspec", "item_url": "/item/fission-ai-openspec/", "title": "Fission-AI/OpenSpec", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 64671, "after": 64784, "explanation": "Stars changed: 64671 → 64784.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Developer Tool", "section": "Coding Workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers who want AI coding runs to produce durable artifacts instead of one-off chat output", "Teams introducing spec-driven workflows to Claude Code, Codex, or other coding assistants" ], "risk_categories": [], "search_text": "fission-ai/openspec fission-ai open_source coding_agent coding_agent gold conditional try_now developers who want ai coding runs to produce durable artifacts instead of one-off chat output teams introducing spec-driven workflows to claude code, codex, or other coding assistants", "material_mover": false }, { "id": "evt_f04f7201e37179d58373", "entity_id": "gh:haojae/scipilot-figure-skill", "item_url": "/item/scipilot-figure-skill-publication-grade-scientific-data-visualization-ad/", "title": "SciPilot Figure Skill: Publication-Grade Scientific Data Visualization Advisor (Claude Code / Codex / Cursor)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1730, "after": 1746, "explanation": "Stars changed: 1730 → 1746.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Scientific researchers (graduate students, postdocs, faculty) + data scientists + ML researchers + engineering teams", "Scientific researchers + pedagogy users that want the advisor-then-render architecture -- the right pedagogy primitive" ], "risk_categories": [], "search_text": "scipilot figure skill: publication-grade scientific data visualization advisor (claude code / codex / cursor) haojae open_source other gold low try_now scientific researchers (graduate students, postdocs, faculty) + data scientists + ml researchers + engineering teams preparing publication-grade figures for journals / conferences + any developer scientific r", "material_mover": false }, { "id": "evt_f047c60b6a30a584ab1e", "entity_id": "gh:helloyulife/coderbar", "item_url": "/item/helloyulife-coderbar/", "title": "helloyulife/CoderBar", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "v0.6.13", "explanation": "Version changed: not recorded → v0.6.13.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Codex / Claude Code Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Codex / Claude Code users on macOS who want menu-bar visibility", "teams running multiple agent sessions in parallel" ], "risk_categories": [], "search_text": "helloyulife/coderbar helloyulife open_source other silver low try_now codex / claude code users on macos who want menu-bar visibility teams running multiple agent sessions in parallel", "material_mover": false }, { "id": "evt_f00e831c9f993ff2e190", "entity_id": "gh:zgsm-ai/costrict", "item_url": "/item/zgsm-ai-costrict/", "title": "zgsm-ai/costrict", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4362, "after": 4361, "explanation": "Stars changed: 4362 → 4361.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 7.03, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "zgsm-ai/costrict zgsm-ai open_source other silver none watch ai developers technical founders claude google gemini", "material_mover": false }, { "id": "evt_efba05ec9d184f83ff12", "entity_id": "gh:lightricks/ltx-2", "item_url": "/item/lightricks-ltx-2/", "title": "Lightricks/LTX-2", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8650, "after": 8878, "explanation": "Stars changed: 8650 → 8878.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "watch", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model", "section": "Audio / Multimodal AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "multimodal developers", "AI video creators" ], "risk_categories": [], "search_text": "lightricks/ltx-2 lightricks open_source other gold medium watch multimodal developers ai video creators", "material_mover": true }, { "id": "evt_efb90befad330940ea0f", "entity_id": "gh:newton-physics/newton", "item_url": "/item/newton-physics-newton/", "title": "newton-physics/newton", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5314, "after": 5334, "explanation": "Stars changed: 5314 → 5334.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Robotics simulation and embodied AI tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.1, "best_for": [ "robotics teams building simulation-heavy training or evaluation loops", "researchers comparing modern GPU-first physics engines" ], "risk_categories": [], "search_text": "newton-physics/newton newton-physics open_source other gold none try_now robotics teams building simulation-heavy training or evaluation loops researchers comparing modern gpu-first physics engines", "material_mover": false }, { "id": "evt_ef8957193ea35c0ed932", "entity_id": "gh:moltis-org/moltis", "item_url": "/item/moltis-org-moltis/", "title": "moltis-org/moltis", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2819, "after": 2820, "explanation": "Stars changed: 2819 → 2820.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agent / Personal Server", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI agent builders who want a self-hosted personal agent server with sandboxed execution", "Self-hosters who need a Rust binary that runs on a Mac Mini, Raspberry Pi, or any server they own" ], "risk_categories": [ "sensitive", "system" ], "search_text": "moltis-org/moltis moltis-org open_source agent_framework agent_framework gold low try_now ai agent builders who want a self-hosted personal agent server with sandboxed execution self-hosters who need a rust binary that runs on a mac mini, raspberry pi, or any server they own self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_ef68514ac513cadbb83f", "entity_id": "gh:lucasastorian/llmwiki", "item_url": "/item/lucasastorian-llmwiki/", "title": "lucasastorian/llmwiki", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1492, "after": 1493, "explanation": "Stars changed: 1492 → 1493.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Knowledge", "section": "Open-Source Implementation of Karpathy's LLM", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "knowledge-system builders", "search engineers" ], "risk_categories": [], "search_text": "lucasastorian/llmwiki lucasastorian open_source rag_knowledge rag_knowledge gold low try_now knowledge-system builders search engineers claude model context protocol model context protocol", "material_mover": false }, { "id": "evt_ef5b691b61eb6565d7d9", "entity_id": "gh:atomicstrata/atomicmemory", "item_url": "/item/atomicstrata-atomicmemory/", "title": "atomicstrata/atomicmemory", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 422, "after": 423, "explanation": "Stars changed: 422 → 423.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Cross-Agent Memory", "section": "Apache-2.0 Inspectable Portable Semantic Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "knowledge-system builders", "search engineers" ], "risk_categories": [], "search_text": "atomicstrata/atomicmemory atomicstrata open_source rag_knowledge rag_knowledge silver low try_now knowledge-system builders search engineers self-hosted model context protocol postgresql model context protocol sdk", "material_mover": false }, { "id": "evt_ef4a0f34d446cd382969", "entity_id": "gh:mxyhi/token_proxy", "item_url": "/item/mxyhi-token-proxy/", "title": "mxyhi/token_proxy", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 86, "after": 85, "explanation": "Stars changed: 86 → 85.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local AI API Gateway", "section": "Developer Tools", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who want one endpoint for several model providers on a single workstation", "Coding-agent users who need format translation between OpenAI, Anthropic, Gemini, and Codex-style clients" ], "risk_categories": [ "account" ], "search_text": "mxyhi/token_proxy mxyhi open_source other gold conditional try_now developers who want one endpoint for several model providers on a single workstation coding-agent users who need format translation between openai, anthropic, gemini, and codex-style clients claude code openai openai codex", "material_mover": false }, { "id": "evt_ef4070a58dd330d430c0", "entity_id": "gh:johunsang/semble_rs", "item_url": "/item/johunsang-semble-rs/", "title": "johunsang/semble_rs", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 211, "after": 212, "explanation": "Stars changed: 211 → 212.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Rust BM25 + semantic code", "section": "MIT Rust single-binary code search CLI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Developers running AI coding agents (Claude Code, Codex, Cursor, Aider, OpenHands) who need a faster, token-cheaper", "Users who want to drop the agent's per-call token cost on large codebases (the published numbers are 747× on this" ], "risk_categories": [ "account" ], "search_text": "johunsang/semble_rs johunsang open_source other silver low try_now developers running ai coding agents (claude code, codex, cursor, aider, openhands) who need a faster, token-cheaper, agent-native replacement for `grep` / `cat` / `read` / `ls` inside the agent users who want to drop the agent's per-call token cost on large codebases (the published numbers ar", "material_mover": false }, { "id": "evt_ef3be834ae05b4b5ba4c", "entity_id": "gh:browserbase/stagehand", "item_url": "/item/browserbase-stagehand/", "title": "browserbase/stagehand", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 23916, "after": 23931, "explanation": "Stars changed: 23916 → 23931.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Browser Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.2, "best_for": [ "developers building resilient browser automation", "teams mixing deterministic scripts with LLM-assisted page understanding" ], "risk_categories": [], "search_text": "browserbase/stagehand browserbase open_source other gold conditional try_now developers building resilient browser automation teams mixing deterministic scripts with llm-assisted page understanding", "material_mover": false }, { "id": "evt_ef3058ac6dd5cbe86fdd", "entity_id": "gh:vercel-labs/opensrc", "item_url": "/item/vercel-labs-opensrc/", "title": "vercel-labs/opensrc", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2942, "after": 2944, "explanation": "Stars changed: 2942 → 2944.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent-friendly CLI that fetches", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI coding agent developers and power users who need to inspect any library's source code on demand — `cat $(opensrc", "Polyglot codebases — works across npm, PyPI, crates.io, and GitHub, so a Node + Python + Rust project gets source from" ], "risk_categories": [], "search_text": "vercel-labs/opensrc vercel-labs open_source other gold low try_now ai coding agent developers and power users who need to inspect any library's source code on demand — `cat $(opensrc path zod)/src/types.ts` reads the real source instead of guessing from stale type polyglot codebases — works across npm, pypi, crates.io, and github, so a node + python + ru", "material_mover": false }, { "id": "evt_eefaa3b873da971795b7", "entity_id": "gh:flwrlabs/flower", "item_url": "/item/flower-framework-1-31-0/", "title": "flower framework-1.31.0", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7068, "after": 7070, "explanation": "Stars changed: 7068 → 7070.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "teams with strict data residency requirements", "ML infrastructure teams" ], "risk_categories": [], "search_text": "flower framework-1.31.0 flwrlabs open_source other gold none try_now teams with strict data residency requirements ml infrastructure teams", "material_mover": false }, { "id": "evt_eefa9f486972944a91cd", "entity_id": "gh:shanraisshan/claude-code-best-practice", "item_url": "/item/shanraisshan-claude-code-best-practice/", "title": "shanraisshan/claude-code-best-practice", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 64386, "after": 64447, "explanation": "Stars changed: 64386 → 64447.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.38, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "shanraisshan/claude-code-best-practice shanraisshan open_source other silver none try_now ai developers technical founders anthropic", "material_mover": false }, { "id": "evt_eed95dc7c2aab172ff32", "entity_id": "gh:nvidia-ai-blueprints/video-search-and-summarization", "item_url": "/item/nvidia-ai-blueprints-video-search-and-summarization/", "title": "NVIDIA-AI-Blueprints/video-search-and-summarization", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1795, "after": 1798, "explanation": "Stars changed: 1795 → 1798.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "nvidia-ai-blueprints/video-search-and-summarization nvidia-ai-blueprints open_source other silver medium watch ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_eed83d36a036256712a5", "entity_id": "gh:mindmuxai/brain.md", "item_url": "/item/mindmuxai-brain-md/", "title": "mindmuxai/brain.md", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.1.0", "after": "v0.2.0", "explanation": "Version changed: v0.1.0 → v0.2.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "CLI", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Developers who switch between Claude Code, Codex, and other coding agents", "Teams that want durable project constraints committed beside the code" ], "risk_categories": [], "search_text": "mindmuxai/brain.md mindmuxai open_source rag_knowledge rag_knowledge silver conditional try_now developers who switch between claude code, codex, and other coding agents teams that want durable project constraints committed beside the code claude code openai codex", "material_mover": false }, { "id": "evt_ee94b81e4673e403da76", "entity_id": "gh:1weiho/open-slide", "item_url": "/item/1weiho-open-slide/", "title": "1weiho/open-slide", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6135, "after": 6322, "explanation": "Stars changed: 6135 → 6322.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Presentation Framework", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers who want slide generation to stay inside a normal code workflow", "Teams making technical decks, demos, and launch presentations with coding agents" ], "risk_categories": [], "search_text": "1weiho/open-slide 1weiho open_source creative_tool creative_tool gold conditional try_now developers who want slide generation to stay inside a normal code workflow teams making technical decks, demos, and launch presentations with coding agents", "material_mover": true }, { "id": "evt_ee903261f231036c14a1", "entity_id": "gh:mesh-llm/mesh-llm", "item_url": "/item/mesh-llm-mesh-llm/", "title": "Mesh-LLM/mesh-llm", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3210, "after": 3222, "explanation": "Stars changed: 3210 → 3222.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "Local AI / Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [ "sensitive" ], "search_text": "mesh-llm/mesh-llm mesh-llm open_source inference_runtime inference_runtime silver high watch ml infrastructure engineers model-serving teams", "material_mover": false }, { "id": "evt_ee7a4d6216be41fc09c5", "entity_id": "gh:pat-jj/harness-1", "item_url": "/item/pat-jj-harness-1/", "title": "pat-jj/harness-1", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 979, "after": 980, "explanation": "Stars changed: 979 → 980.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Research / Long-Horizon", "section": "Apache-2.0 20B Stateful Search Agent Trained", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "pat-jj/harness-1 pat-jj open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_ee60dfa4ae916b5a016b", "entity_id": "gh:light-heart-labs/dreamserver", "item_url": "/item/light-heart-labs-dreamserver/", "title": "Light-Heart-Labs/DreamServer", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4143, "after": 4197, "explanation": "Stars changed: 4143 → 4197.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "homelab users", "privacy-focused AI users" ], "risk_categories": [ "sensitive" ], "search_text": "light-heart-labs/dreamserver light-heart-labs open_source inference_runtime inference_runtime gold conditional watch homelab users privacy-focused ai users docker self-hosted", "material_mover": false }, { "id": "evt_ee439ad8963f30a2abcc", "entity_id": "gh:lightningpixel/modly", "item_url": "/item/lightningpixel-modly/", "title": "lightningpixel/modly", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5042, "after": 5319, "explanation": "Stars changed: 5042 → 5319.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Creative Tool", "section": "Creative AI / Local 3D", "local_ai": true, "local_model_compatible": true, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "3D artists testing fast concept workflows", "indie game developers" ], "risk_categories": [], "search_text": "lightningpixel/modly lightningpixel open_source other silver conditional try_now 3d artists testing fast concept workflows indie game developers self-hosted", "material_mover": true }, { "id": "evt_ee33616109d75a84e5a8", "entity_id": "gh:timtoole02/camelid", "item_url": "/item/timtoole02-camelid/", "title": "timtoole02/Camelid", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 175, "after": 179, "explanation": "Stars changed: 175 → 179.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Apple Silicon developers", "local AI tinkerers" ], "risk_categories": [], "search_text": "timtoole02/camelid timtoole02 open_source inference_runtime inference_runtime gold none watch apple silicon developers local ai tinkerers", "material_mover": false }, { "id": "evt_ee005789ebb2bd24dca6", "entity_id": "gh:jegly/box", "item_url": "/item/jegly-box/", "title": "jegly/Box", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 747, "after": 752, "explanation": "Stars changed: 747 → 752.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive" ], "search_text": "jegly/box jegly open_source other gold none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_edf31128398bebf9f4a2", "entity_id": "gh:houseofmvps/codesight", "item_url": "/item/houseofmvps-codesight/", "title": "Houseofmvps/codesight", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1334, "after": 1344, "explanation": "Stars changed: 1334 → 1344.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Developers who use Claude Code, Codex, Cursor, Copilot, or Gemini CLI on real codebases", "Teams that want a repeatable repo briefing layer before giving agents edit access" ], "risk_categories": [ "account" ], "search_text": "houseofmvps/codesight houseofmvps open_source other gold conditional try_now developers who use claude code, codex, cursor, copilot, or gemini cli on real codebases teams that want a repeatable repo briefing layer before giving agents edit access claude model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_edc0e595017cc6856eca", "entity_id": "gh:amap-ml/longhorizon-harness", "item_url": "/item/longhorizon-harness/", "title": "LongHorizon-Harness", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 623, "after": 682, "explanation": "Stars changed: 623 → 682.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent frameworks and harnesses", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "engineering teams running Claude Code or Codex at scale on tasks that span dozens of hours and need verified progress", "researchers evaluating long-horizon-agent harnesses who want peer-reviewable numbers across WeaveBench, OSWorld 2.0" ], "risk_categories": [ "system" ], "search_text": "longhorizon-harness amap-ml open_source other gold conditional try_now engineering teams running claude code or codex at scale on tasks that span dozens of hours and need verified progress preserved across context refreshes researchers evaluating long-horizon-agent harnesses who want peer-reviewable numbers across weavebench, osworld 2.0, and terminal-bench", "material_mover": true }, { "id": "evt_eda2f7fcfc8d2551db88", "entity_id": "gh:minishlab/semble", "item_url": "/item/minishlab-semble/", "title": "MinishLab/semble", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5871, "after": 5874, "explanation": "Stars changed: 5871 → 5874.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI coding users", "MCP workflow builders" ], "risk_categories": [ "account" ], "search_text": "minishlab/semble minishlab open_source coding_agent coding_agent gold conditional try_now ai coding users mcp workflow builders model context protocol model context protocol", "material_mover": false }, { "id": "evt_ed3366f13d9c3cb133a5", "entity_id": "gh:mm7894215/tokentracker", "item_url": "/item/mm7894215-tokentracker/", "title": "mm7894215/TokenTracker", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1278, "after": 1294, "explanation": "Stars changed: 1278 → 1294.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Cost / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI coding-tool users", "engineering managers" ], "risk_categories": [ "account" ], "search_text": "mm7894215/tokentracker mm7894215 open_source other gold none try_now ai coding-tool users engineering managers claude code", "material_mover": false }, { "id": "evt_ed284c3737a4bfecd848", "entity_id": "gh:tracecathq/tracecat", "item_url": "/item/tracecathq-tracecat/", "title": "TracecatHQ/tracecat", "category": "security", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "1.0.0-beta.52-rc.3", "after": "1.0.0-beta.52-rc.5", "explanation": "Version changed: 1.0.0-beta.52-rc.3 → 1.0.0-beta.52-rc.5.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "security engineers", "AI assurance teams" ], "risk_categories": [], "search_text": "tracecathq/tracecat tracecathq open_source security security silver high watch security engineers ai assurance teams openapi", "material_mover": false }, { "id": "evt_ed0496c0a6e92c2565da", "entity_id": "gh:nyldn/claude-octopus", "item_url": "/item/claude-octopus/", "title": "Claude Octopus", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3959, "after": 3962, "explanation": "Stars changed: 3959 → 3962.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Coding assistants and dev agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 5.6, "best_for": [ "teams running Claude Code in production that want a structured multi-LLM review layer before code is committed", "platform teams evaluating adversarial code review with quorum + critical-veto gates across multiple model providers" ], "risk_categories": [], "search_text": "claude octopus nyldn open_source other gold conditional try_now teams running claude code in production that want a structured multi-llm review layer before code is committed platform teams evaluating adversarial code review with quorum + critical-veto gates across multiple model providers claude code google gemini ollama openai codex", "material_mover": false }, { "id": "evt_ecf8f14cff23a16f9158", "entity_id": "gh:datagallery-lab/datafoundry", "item_url": "/item/datagallery-lab-datafoundry/", "title": "datagallery-lab/datafoundry", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 687, "after": 695, "explanation": "Stars changed: 687 → 695.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 enterprise-grade", "section": "DataFoundry: Enterprise Data Agent Workbench", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Data engineering teams, analytics engineers, AI-curious readers tracking enterprise data agent releases, engineering", "Data engineering teams + analytics engineers that want 28 datasource types out of the box (PostgreSQL, MySQL" ], "risk_categories": [], "search_text": "datagallery-lab/datafoundry datagallery-lab open_source other gold conditional try_now data engineering teams, analytics engineers, ai-curious readers tracking enterprise data agent releases, engineering teams running multi-table analyses against enterprise datasources, and any data engineering teams + analytics engineers that want 28 datasource types out of", "material_mover": false }, { "id": "evt_ecacc737d7afd46bce9c", "entity_id": "gh:mnemosyne-oss/mnemosyne", "item_url": "/item/mnemosyne-oss-mnemosyne/", "title": "mnemosyne-oss/mnemosyne", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2422, "after": 2478, "explanation": "Stars changed: 2422 → 2478.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Memory Layer", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Hermes, Codex, Cursor, and OpenClaw users who want local persistent memory", "Developers who want SQLite-backed memory instead of another always-on service" ], "risk_categories": [], "search_text": "mnemosyne-oss/mnemosyne mnemosyne-oss open_source rag_knowledge rag_knowledge gold conditional try_now hermes, codex, cursor, and openclaw users who want local persistent memory developers who want sqlite-backed memory instead of another always-on service", "material_mover": true }, { "id": "evt_ec92674453d90a00dab8", "entity_id": "gh:synthetic-sciences/openscience", "item_url": "/item/synthetic-sciences-openscience/", "title": "synthetic-sciences/openscience", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3218, "after": 3229, "explanation": "Stars changed: 3218 → 3229.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "research", "verification_stage": "discovered", "type": "Open-source AI workbench for", "section": "Research Workbench / Scientific AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "AI researchers, ML researchers, biology researchers, physics researchers, chemistry researchers, scientific", "ML researchers + applied scientists who need specialist agents (research by default, plus biology, physics, ml) with" ], "risk_categories": [], "search_text": "synthetic-sciences/openscience synthetic-sciences research research research gold low try_now ai researchers, ml researchers, biology researchers, physics researchers, chemistry researchers, scientific researchers, founders, automation builders, ai-curious readers, and engineering teams who ml researchers + applied scientists who need specialist agents (rese", "material_mover": false }, { "id": "evt_ec91b56af28e64a8fba0", "entity_id": "gh:owasp/www-project-agent-memory-guard", "item_url": "/item/owasp-www-project-agent-memory-guard/", "title": "OWASP/www-project-agent-memory-guard", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 121, "after": 124, "explanation": "Stars changed: 121 → 124.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent memory guardrails", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "agent builders adding persistent memory or RAG context", "security teams reviewing tool-calling agents" ], "risk_categories": [], "search_text": "owasp/www-project-agent-memory-guard owasp open_source other gold conditional try_now agent builders adding persistent memory or rag context security teams reviewing tool-calling agents langchain model context protocol model context protocol", "material_mover": false }, { "id": "evt_ebac5a85c4b06505dc4c", "entity_id": "gh:c4pt0r/pie", "item_url": "/item/c4pt0r-pie/", "title": "c4pt0r/pie", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 140, "after": 141, "explanation": "Stars changed: 140 → 141.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Coding Agent", "section": "Developer Tools", "local_ai": true, "local_model_compatible": true, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers who want a local-first coding agent with resumable sessions and slash-command control", "Builders experimenting with scheduled agent loops and memory-backed triage inboxes" ], "risk_categories": [ "system" ], "search_text": "c4pt0r/pie c4pt0r open_source coding_agent coding_agent gold conditional try_now developers who want a local-first coding agent with resumable sessions and slash-command control builders experimenting with scheduled agent loops and memory-backed triage inboxes", "material_mover": false }, { "id": "evt_eba406a2c0941c1ec8a0", "entity_id": "gh:injaneity/pi-computer-use", "item_url": "/item/injaneity-pi-computer-use/", "title": "injaneity/pi-computer-use", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1726, "after": 1735, "explanation": "Stars changed: 1726 → 1735.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Computer use", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "builders extending Pi agents beyond browser or terminal-only work", "teams evaluating whether supervised computer use can cover legacy desktop apps" ], "risk_categories": [ "system" ], "search_text": "injaneity/pi-computer-use injaneity open_source other gold conditional try_now builders extending pi agents beyond browser or terminal-only work teams evaluating whether supervised computer use can cover legacy desktop apps", "material_mover": false }, { "id": "evt_eba0e980a3e867be4036", "entity_id": "gh:microsoft/semantic-kernel", "item_url": "/item/microsoft-semantic-kernel-python-1-43-1/", "title": "microsoft/semantic-kernel python-1.43.1", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 28444, "after": 28447, "explanation": "Stars changed: 28444 → 28447.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Framework", "section": "AI Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.2, "best_for": [ "enterprise AI teams", "function-calling architects" ], "risk_categories": [], "search_text": "microsoft/semantic-kernel python-1.43.1 microsoft open_source agent_framework agent_framework silver conditional watch enterprise ai teams function-calling architects openai sdk", "material_mover": false }, { "id": "evt_eb834eab686de77a553d", "entity_id": "gh:ruvnet/ruview", "item_url": "/item/ruvnet-ruview/", "title": "ruvnet/RuView", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 89770, "after": 89910, "explanation": "Stars changed: 89770 → 89910.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Edge AI / Sensing", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "embedded and IoT teams adding presence and vitals to existing ESP32 fleets", "smart-building integrators needing camera-free occupancy sensing" ], "risk_categories": [ "sensitive" ], "search_text": "ruvnet/ruview ruvnet open_source other gold conditional try_now embedded and iot teams adding presence and vitals to existing esp32 fleets smart-building integrators needing camera-free occupancy sensing claude", "material_mover": false }, { "id": "evt_eb6c34b2ca6f584cde88", "entity_id": "gh:vercel-labs/agent-browser", "item_url": "/item/vercel-labs-agent-browser/", "title": "vercel-labs/agent-browser", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 40490, "after": 40558, "explanation": "Stars changed: 40490 → 40558.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Browser Automation", "section": "AI Agents / Web Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "agent builders", "QA and workflow automation developers" ], "risk_categories": [], "search_text": "vercel-labs/agent-browser vercel-labs open_source other gold conditional try_now agent builders qa and workflow automation developers", "material_mover": false }, { "id": "evt_eb556126a43edcdcbf93", "entity_id": "gh:ihor-sokoliuk/mcp-searxng", "item_url": "/item/ihor-sokoliuk-mcp-searxng/", "title": "ihor-sokoliuk/mcp-searxng", "category": "mcp_infrastructure", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1121, "after": 1123, "explanation": "Stars changed: 1121 → 1123.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "agentic developers who want a private web search tool for Claude, Cursor, or another MCP client", "security-conscious teams that need to keep agent search queries inside their own network" ], "risk_categories": [], "search_text": "ihor-sokoliuk/mcp-searxng ihor-sokoliuk open_source mcp_infrastructure mcp_infrastructure gold conditional try_now agentic developers who want a private web search tool for claude, cursor, or another mcp client security-conscious teams that need to keep agent search queries inside their own network self-hosted claude", "material_mover": false }, { "id": "evt_eb43b8fc6cb0e80dbdc8", "entity_id": "gh:qdrant/fastembed", "item_url": "/item/qdrant-fastembed/", "title": "qdrant/fastembed", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Library", "section": "RAG / Vector / Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI engineering teams and platform teams who need a real Apache-2.0 lightweight Python embedding library that ships", "teams that want a single embedding library that supports dense + sparse (SPLADE) + image (CLIP) + late-interaction" ], "risk_categories": [], "search_text": "qdrant/fastembed qdrant open_source other gold low try_now ai engineering teams and platform teams who need a real apache-2.0 lightweight python embedding library that ships without pytorch teams that want a single embedding library that supports dense + sparse (splade) + image (clip) + late-interaction (colpali / colqwen) + reranker models in one api openai", "material_mover": false }, { "id": "evt_eb36e23a0627bfcd9d93", "entity_id": "gh:pawanosman/opencursor", "item_url": "/item/pawanosman-opencursor/", "title": "PawanOsman/OpenCursor", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5992, "after": 5994, "explanation": "Stars changed: 5992 → 5994.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local-first VS Code coding agent", "local_ai": true, "local_model_compatible": true, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.8, "best_for": [ "VS Code users who want a local-first coding agent without giving up hosted-provider flexibility", "developers comparing offline llama.cpp or Ollama workflows against subscription-backed coding tools" ], "risk_categories": [ "account" ], "search_text": "pawanosman/opencursor pawanosman open_source other gold conditional try_now vs code users who want a local-first coding agent without giving up hosted-provider flexibility developers comparing offline llama.cpp or ollama workflows against subscription-backed coding tools", "material_mover": false }, { "id": "evt_eb04b977bc21108483be", "entity_id": "gh:bennykok/lfg", "item_url": "/item/bennykok-lfg/", "title": "BennyKok/lfg", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.1.354", "after": "v0.1.366", "explanation": "Version changed: v0.1.354 → v0.1.366.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Control Plane", "section": "Developer Infra", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "Developers who want to leave coding agents running on a workstation or VPS and check back remotely", "Teams piloting private agent infrastructure on machines that already hold local repos and CLI auth" ], "risk_categories": [ "sensitive", "account" ], "search_text": "bennykok/lfg bennykok open_source other agent_framework gold conditional try_now developers who want to leave coding agents running on a workstation or vps and check back remotely teams piloting private agent infrastructure on machines that already hold local repos and cli auth", "material_mover": false }, { "id": "evt_eadd1bbd8caf6b12ccd7", "entity_id": "gh:mnfst/manifest", "item_url": "/item/mnfst-manifest/", "title": "mnfst/manifest", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7431, "after": 7435, "explanation": "Stars changed: 7431 → 7435.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent connectors", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.1, "best_for": [ "teams that run agent harnesses against more than one model provider", "builders who want a self-hosted provider layer instead of scattering SDK glue across projects" ], "risk_categories": [ "sensitive", "account" ], "search_text": "mnfst/manifest mnfst open_source other gold conditional try_now teams that run agent harnesses against more than one model provider builders who want a self-hosted provider layer instead of scattering sdk glue across projects anthropic", "material_mover": false }, { "id": "evt_ea9892e797af892ae13e", "entity_id": "gh:fujacob/cotabby", "item_url": "/item/fujacob-cotabby/", "title": "FuJacob/cotabby", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 942, "after": 943, "explanation": "Stars changed: 942 → 943.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Desktop App", "section": "Local AI / Productivity", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Mac power users", "writers who want local drafting help" ], "risk_categories": [ "sensitive" ], "search_text": "fujacob/cotabby fujacob open_source other silver medium try_now mac power users writers who want local drafting help", "material_mover": false }, { "id": "evt_ea905a8a164d90df3d56", "entity_id": "gh:codejunkie99/agentic-stack", "item_url": "/item/codejunkie99-agentic-stack/", "title": "codejunkie99/agentic-stack", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2220, "after": 2221, "explanation": "Stars changed: 2220 → 2221.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who switch between Claude Code, Cursor, Hermes, OpenCode, or OpenClaw", "Teams standardizing shared agent memory, skills, and permissions across multiple coding tools" ], "risk_categories": [ "system" ], "search_text": "codejunkie99/agentic-stack codejunkie99 open_source other gold conditional try_now developers who switch between claude code, cursor, hermes, opencode, or openclaw teams standardizing shared agent memory, skills, and permissions across multiple coding tools", "material_mover": false }, { "id": "evt_ea4f53a216edc9696eb8", "entity_id": "gh:lsdefine/genericagent", "item_url": "/item/lsdefine-genericagent/", "title": "lsdefine/genericagent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 13753, "after": 13762, "explanation": "Stars changed: 13753 → 13762.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini", "material_mover": false }, { "id": "evt_ea218587299ac7ece785", "entity_id": "gh:itsthelore/wayfinderrouter", "item_url": "/item/itsthelore-wayfinderrouter/", "title": "itsthelore/wayfinderrouter", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 407, "after": 408, "explanation": "Stars changed: 407 → 408.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "inference_runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [], "search_text": "itsthelore/wayfinderrouter itsthelore open_source inference_runtime inference_runtime gold none try_now ml infrastructure engineers model-serving teams", "material_mover": false }, { "id": "evt_e9ea31d4614dbc8423d5", "entity_id": "gh:slothflowlabs/duckle", "item_url": "/item/slothflowlabs-duckle/", "title": "slothflowlabs/duckle", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1021, "after": 1014, "explanation": "Stars changed: 1021 → 1014.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Data Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data engineers who want a local-first pipeline studio instead of a hosted ETL control plane", "Analytics teams prototyping DuckDB-based workflows before deciding whether they need a heavier orchestrator" ], "risk_categories": [], "search_text": "slothflowlabs/duckle slothflowlabs open_source data_tooling data_tooling gold conditional try_now data engineers who want a local-first pipeline studio instead of a hosted etl control plane analytics teams prototyping duckdb-based workflows before deciding whether they need a heavier orchestrator", "material_mover": false }, { "id": "evt_e9c5bb2bb78bf2052f1d", "entity_id": "gh:aaronnat23/disp8ch", "item_url": "/item/aaronnat23-disp8ch/", "title": "aaronnat23/disp8ch", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 111, "after": 107, "explanation": "Stars changed: 111 → 107.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local-first AI workspace with", "section": "Agent Platform / Local-First Workspace", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Power users, founders, AI-curious readers, automation builders, AI-coding enthusiasts, content creators, support-desk", "Teams that already use Telegram, Discord, WhatsApp, Slack, Google Chat, MS Teams, BlueBubbles/iMessage-style, or SMS" ], "risk_categories": [], "search_text": "aaronnat23/disp8ch aaronnat23 open_source agent_framework agent_framework gold low try_now power users, founders, ai-curious readers, automation builders, ai-coding enthusiasts, content creators, support-desk operators, and engineering teams who want a self-hostable, local-first ai teams that already use telegram, discord, whatsapp, slack, google chat, ms te", "material_mover": false }, { "id": "evt_e9709a42abb8d1a85a94", "entity_id": "gh:chubbyguan/chubbyskills", "item_url": "/item/chubbyguan-chubbyskills/", "title": "chubbyguan/chubbyskills", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 611, "after": 613, "explanation": "Stars changed: 611 → 613.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Platform", "section": "Knowledge Capture", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Researchers building a reusable local knowledge vault from mixed media sources", "Creators who want podcasts, videos, and social posts normalized into Markdown for downstream agent work" ], "risk_categories": [], "search_text": "chubbyguan/chubbyskills chubbyguan open_source rag_knowledge rag_knowledge gold conditional try_now researchers building a reusable local knowledge vault from mixed media sources creators who want podcasts, videos, and social posts normalized into markdown for downstream agent work claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_e93d271212755c1fff45", "entity_id": "gh:fallow-rs/fallow", "item_url": "/item/fallow-rs-fallow/", "title": "fallow-rs/fallow", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4318, "after": 4323, "explanation": "Stars changed: 4318 → 4323.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Code quality infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.0, "best_for": [ "developers cleaning up large JavaScript or TypeScript repositories", "teams adding deterministic quality gates alongside AI coding workflows" ], "risk_categories": [], "search_text": "fallow-rs/fallow fallow-rs open_source other gold none try_now developers cleaning up large javascript or typescript repositories teams adding deterministic quality gates alongside ai coding workflows", "material_mover": false }, { "id": "evt_e93a54d9aca357becd29", "entity_id": "gh:vivekchand/clawmetry", "item_url": "/item/vivekchand-clawmetry/", "title": "vivekchand/clawmetry", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.12.689", "after": "v0.12.693", "explanation": "Version changed: v0.12.689 → v0.12.693.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers running multiple coding agents", "AI platform teams" ], "risk_categories": [ "sensitive", "system", "account" ], "search_text": "vivekchand/clawmetry vivekchand open_source other gold conditional try_now developers running multiple coding agents ai platform teams opentelemetry", "material_mover": false }, { "id": "evt_e9398d4db6562aa805d6", "entity_id": "gh:ollama/ollama", "item_url": "/item/ollama-ollama-v0-30-10/", "title": "ollama/ollama v0.30.10", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 178355, "after": 178461, "explanation": "Stars changed: 178355 → 178461.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "installed_and_tested", "type": "Infrastructure", "section": "Local AI Runtime", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.2, "best_for": [ "local AI builders", "developers running on Macs" ], "risk_categories": [], "search_text": "ollama/ollama v0.30.10 ollama open_source inference_runtime inference_runtime gold conditional try_now local ai builders developers running on macs", "material_mover": false }, { "id": "evt_e931564ba1b92a37b715", "entity_id": "gh:flowiseai/flowise", "item_url": "/item/flowiseai-flowise/", "title": "FlowiseAI/Flowise", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 55347, "after": 55362, "explanation": "Stars changed: 55347 → 55362.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Visual AI Agent Builder", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "flowiseai/flowise flowiseai open_source other silver conditional worth_watch ai developers technical founders langchain openai", "material_mover": false }, { "id": "evt_e927ac07615b18b82e40", "entity_id": "gh:yashab-cyber/opendroid", "item_url": "/item/yashab-cyber-opendroid/", "title": "yashab-cyber/opendroid", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 602, "after": 616, "explanation": "Stars changed: 602 → 616.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "agent_framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [], "search_text": "yashab-cyber/opendroid yashab-cyber open_source agent_framework agent_framework silver conditional try_now agent builders ai platform engineers", "material_mover": false }, { "id": "evt_e911f51bdf56f2a9f3d7", "entity_id": "gh:gmickel/flow-next", "item_url": "/item/gmickel-flow-next/", "title": "gmickel/flow-next", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 679, "after": 680, "explanation": "Stars changed: 679 → 680.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [], "search_text": "gmickel/flow-next gmickel open_source coding_agent coding_agent silver high watch software engineers developer-tool teams anthropic claude code openai codex plugins", "material_mover": false }, { "id": "evt_e8f3b744a8d4f1f400ac", "entity_id": "gh:bpwhelan/gamesentenceminer", "item_url": "/item/bpwhelan-gamesentenceminer/", "title": "bpwhelan/GameSentenceMiner", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 768, "after": 769, "explanation": "Stars changed: 768 → 769.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 6.27, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "bpwhelan/gamesentenceminer bpwhelan open_source other other bronze none watch ai developers technical founders", "material_mover": false }, { "id": "evt_e8f2f81ea6d07cfa35e0", "entity_id": "gh:sentrux/sentrux", "item_url": "/item/sentrux-sentrux/", "title": "sentrux/sentrux", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2723, "after": 2757, "explanation": "Stars changed: 2723 → 2757.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "impact" ], "search_text": "sentrux/sentrux sentrux open_source other gold none try_now ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_e8eafc8aa1a76793afa8", "entity_id": "gh:kilo-org/kilocode", "item_url": "/item/kilo-org-kilocode/", "title": "Kilo-Org/kilocode", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 26834, "after": 26854, "explanation": "Stars changed: 26834 → 26854.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.0, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "developers", "AI coding power users" ], "risk_categories": [ "system" ], "search_text": "kilo-org/kilocode kilo-org open_source coding_agent coding_agent gold conditional try_now developers ai coding power users claude google gemini", "material_mover": false }, { "id": "evt_e8d367b37af7209ad8a5", "entity_id": "gh:openai/codex-security", "item_url": "/item/openai-codex-security/", "title": "openai/codex-security", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9696, "after": 9762, "explanation": "Stars changed: 9696 → 9762.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Repository", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 5.5, "best_for": [ "Application-security teams and developers who can review scan evidence and proposed fixes before changing production" ], "risk_categories": [], "search_text": "openai/codex-security openai open_source other silver medium worth_watch application-security teams and developers who can review scan evidence and proposed fixes before changing production code. openai sdk", "material_mover": false }, { "id": "evt_e8a5ece47d97d913cdc6", "entity_id": "gh:promptfoo/promptfoo", "item_url": "/item/promptfoo-promptfoo/", "title": "promptfoo/promptfoo", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 24171, "after": 24207, "explanation": "Stars changed: 24171 → 24207.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Developer Tool", "section": "AI Eval / Red Teaming", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "LLM app teams", "AI product engineers" ], "risk_categories": [], "search_text": "promptfoo/promptfoo promptfoo open_source other gold conditional try_now llm app teams ai product engineers", "material_mover": false }, { "id": "evt_e8a144627d6468950c79", "entity_id": "gh:cline/cline", "item_url": "/item/cline-apache-2-0-official-open-source-ai-coding-agent-for-vs-code-jetbra/", "title": "Cline: Apache-2.0 Official Open-Source AI Coding Agent for VS Code + JetBrains + CLI (64,465*, MCP-Native, Plan/Act Dual Mode, Browser + Terminal + File Editing)", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "cli-v3.0.53", "after": "v4.1.9", "explanation": "Version changed: cli-v3.0.53 → v4.1.9.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "coding_agent", "local_ai": true, "local_model_compatible": true, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [ "system" ], "search_text": "cline: apache-2.0 official open-source ai coding agent for vs code + jetbrains + cli (64,465*, mcp-native, plan/act dual mode, browser + terminal + file editing) cline open_source coding_agent coding_agent gold medium try_now software engineers developer-tool teams", "material_mover": false }, { "id": "evt_e87db222330a8c9ad011", "entity_id": "gh:hkuds/vibe-trading", "item_url": "/item/hkuds-vibe-trading/", "title": "HKUDS/Vibe-Trading", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 30703, "after": 30780, "explanation": "Stars changed: 30703 → 30780.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Trading", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI builders who want a multi-agent LLM trading harness with a built-in MCP server and backtester", "Fintech engineers prototyping agentic trading workflows against a real broker" ], "risk_categories": [], "search_text": "hkuds/vibe-trading hkuds open_source other gold medium try_now ai builders who want a multi-agent llm trading harness with a built-in mcp server and backtester fintech engineers prototyping agentic trading workflows against a real broker model context protocol model context protocol", "material_mover": false }, { "id": "evt_e853862c7b193f691cd6", "entity_id": "gh:everyinc/hands-on-deck", "item_url": "/item/everyinc-hands-on-deck/", "title": "EveryInc/hands-on-deck", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 202, "after": 203, "explanation": "Stars changed: 202 → 203.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Teams that need agents to revise client decks without breaking the file", "Consultants and operators producing slide updates from structured specs" ], "risk_categories": [], "search_text": "everyinc/hands-on-deck everyinc open_source other gold conditional try_now teams that need agents to revise client decks without breaking the file consultants and operators producing slide updates from structured specs claude", "material_mover": false }, { "id": "evt_e82b9cc75b1f16640041", "entity_id": "gh:fivetaku/fablize", "item_url": "/item/fivetaku-fablize/", "title": "fivetaku/fablize", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 893, "after": 894, "explanation": "Stars changed: 893 → 894.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "fivetaku/fablize fivetaku open_source other silver none worth_watch ai developers technical founders anthropic claude claude code", "material_mover": false }, { "id": "evt_e7fa41cd7de9987db626", "entity_id": "gh:fuxicodex/fuxi", "item_url": "/item/fuxi/", "title": "FuXi", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 470, "after": 494, "explanation": "Stars changed: 470 → 494.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Coding assistants and dev agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.0, "best_for": [ "engineering teams that pay for multiple LLM providers (Anthropic + OpenAI + Gemini + a Chinese-hosted provider) and", "developers on macOS, Linux, or Windows who want a single static binary with no runtime dependencies rather than a" ], "risk_categories": [ "system" ], "search_text": "fuxi fuxicodex open_source other gold conditional try_now engineering teams that pay for multiple llm providers (anthropic + openai + gemini + a chinese-hosted provider) and need one terminal with cost-aware routing and automatic failover developers on macos, linux, or windows who want a single static binary with no runtime dependencies rather than a node.js", "material_mover": false }, { "id": "evt_e7de90acdce3fbea63c0", "entity_id": "gh:unoplatform/uno", "item_url": "/item/uno-platform-apache-2-0-cross-platform-native-mobile-web-desktop-embedde/", "title": "Uno Platform: Apache-2.0 Cross-Platform Native Mobile / Web / Desktop / Embedded from a Single C# / XAML Codebase (iOS / Android / WebAssembly / macOS / Linux / Windows, 9,980*)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10009, "after": 10010, "explanation": "Stars changed: 10009 → 10010.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "uno platform: apache-2.0 cross-platform native mobile / web / desktop / embedded from a single c# / xaml codebase (ios / android / webassembly / macos / linux / windows, 9,980*) unoplatform open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_e7b92bb2ba1d217ea549", "entity_id": "gh:cherryhq/cherry-studio", "item_url": "/item/cherryhq-cherry-studio/", "title": "CherryHQ/cherry-studio", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.0.3", "after": "v2.0.5", "explanation": "Version changed: v2.0.3 → v2.0.5.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Productivity", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI power users", "local AI users" ], "risk_categories": [], "search_text": "cherryhq/cherry-studio cherryhq open_source other gold conditional try_now ai power users local ai users claude code openai codex", "material_mover": false }, { "id": "evt_e7ab13fe80fa227aed57", "entity_id": "gh:sirmalloc/ccstatusline", "item_url": "/item/sirmalloc-ccstatusline/", "title": "sirmalloc/ccstatusline", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12371, "after": 12394, "explanation": "Stars changed: 12371 → 12394.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool / Claude Code", "section": "Customizable Powerline Statusline for Claude", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system", "account" ], "search_text": "sirmalloc/ccstatusline sirmalloc open_source other silver low try_now ai developers technical founders claude code", "material_mover": false }, { "id": "evt_e7931c97255410e6a162", "entity_id": "gh:sheldenshi/gini-agent", "item_url": "/item/sheldenshi-gini-agent/", "title": "Sheldenshi/gini-agent", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1707, "after": 1728, "explanation": "Stars changed: 1707 → 1728.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Agent System", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Power users who want a long-lived personal agent runtime instead of one-off scripts", "Developers evaluating agent systems with built-in approvals, memory, and jobs" ], "risk_categories": [], "search_text": "sheldenshi/gini-agent sheldenshi open_source agent_framework agent_framework gold medium try_now power users who want a long-lived personal agent runtime instead of one-off scripts developers evaluating agent systems with built-in approvals, memory, and jobs model context protocol model context protocol", "material_mover": false }, { "id": "evt_e77ce22d35f3423c0bdc", "entity_id": "gh:hoangnb24/repository-harness", "item_url": "/item/hoangnb24-repository-harness/", "title": "hoangnb24/repository-harness", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "harness-v0.1.8", "after": "harness-v0.1.10", "explanation": "Version changed: harness-v0.1.8 → harness-v0.1.10.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Coding", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Engineering teams standardizing how Claude Code, Codex, Cursor, or other coding agents should enter a repo", "Maintainers who want explicit architecture, test, and decision surfaces instead of fragile chat-only guidance" ], "risk_categories": [ "system" ], "search_text": "hoangnb24/repository-harness hoangnb24 open_source coding_agent coding_agent gold medium try_now engineering teams standardizing how claude code, codex, cursor, or other coding agents should enter a repo maintainers who want explicit architecture, test, and decision surfaces instead of fragile chat-only guidance claude code openai codex", "material_mover": false }, { "id": "evt_e745b61fbad4d28916d5", "entity_id": "gh:tencent/browserskill", "item_url": "/item/tencent-browserskill/", "title": "Tencent/BrowserSkill", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 993, "after": 1026, "explanation": "Stars changed: 993 → 1026.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Browser Automation", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers testing browser-capable agents on real internal dashboards or authenticated SaaS tools", "Operators who need a local alternative to remote browser automation services" ], "risk_categories": [ "system" ], "search_text": "tencent/browserskill tencent open_source other silver medium worth_watch developers testing browser-capable agents on real internal dashboards or authenticated saas tools operators who need a local alternative to remote browser automation services", "material_mover": true }, { "id": "evt_e731ed892b3a1a781935", "entity_id": "gh:builderio/skills", "item_url": "/item/builderio-skills/", "title": "BuilderIO/skills", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3964, "after": 3971, "explanation": "Stars changed: 3964 → 3971.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Workflow Tool", "section": "AI Coding / Agent Ops", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "developers running coding agents", "teams standardizing agent behavior" ], "risk_categories": [], "search_text": "builderio/skills builderio open_source coding_agent coding_agent gold none try_now developers running coding agents teams standardizing agent behavior", "material_mover": false }, { "id": "evt_e71e8366bc3ad128bced", "entity_id": "gh:pasrom/meeting-transcriber", "item_url": "/item/pasrom-meeting-transcriber/", "title": "pasrom/meeting-transcriber", "category": "business_workflow", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 117, "after": 120, "explanation": "Stars changed: 117 → 120.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Meeting Notes", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "macOS users", "privacy-conscious teams" ], "risk_categories": [ "sensitive" ], "search_text": "pasrom/meeting-transcriber pasrom open_source business_workflow business_workflow gold conditional try_now macos users privacy-conscious teams ollama", "material_mover": false }, { "id": "evt_e6d8471863c55be94612", "entity_id": "gh:coderluii/holyclaude", "item_url": "/item/holyclaude/", "title": "HolyClaude", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.5.6", "after": "v1.5.7", "explanation": "Version changed: v1.5.6 → v1.5.7.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "developers", "code-first teams" ], "risk_categories": [], "search_text": "holyclaude coderluii open_source coding_agent coding_agent silver none try_now developers code-first teams docker anthropic claude claude code google gemini openai", "material_mover": false }, { "id": "evt_e699601eb367d52d652a", "entity_id": "gh:john-rocky/coreai-model-zoo", "item_url": "/item/john-rocky-coreai-model-zoo/", "title": "john-rocky/coreai-model-zoo", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 388, "after": 386, "explanation": "Stars changed: 388 → 386.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 6.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "candidate", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "john-rocky/coreai-model-zoo john-rocky open_source other model bronze none watch ai developers technical founders", "material_mover": false }, { "id": "evt_e6905f99fe340bdd4299", "entity_id": "gh:joeseesun/qiaomu-goal-meta-skill", "item_url": "/item/joeseesun-qiaomu-goal-meta-skill/", "title": "joeseesun/qiaomu-goal-meta-skill", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 850, "after": 852, "explanation": "Stars changed: 850 → 852.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Codex / Claude Code users whose tasks keep failing because the model is given a one-line request and has to invent the", "teams who want a copy-pasteable /goal template that forces outcome + verification + boundaries + pause conditions" ], "risk_categories": [], "search_text": "joeseesun/qiaomu-goal-meta-skill joeseesun open_source other silver none try_now codex / claude code users whose tasks keep failing because the model is given a one-line request and has to invent the success criteria teams who want a copy-pasteable /goal template that forces outcome + verification + boundaries + pause conditions", "material_mover": false }, { "id": "evt_e641d4e89dee211502c8", "entity_id": "gh:trycompai/crm", "item_url": "/item/comp-ai-crm/", "title": "Comp AI CRM", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8300, "after": 8384, "explanation": "Stars changed: 8300 → 8384.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent frameworks and harnesses", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "small sales teams that want a self-hosted agentic CRM without paying per seat", "developers prototyping durable, budget-capped agent workflows on a Postgres ledger" ], "risk_categories": [], "search_text": "comp ai crm trycompai open_source other gold conditional try_now small sales teams that want a self-hosted agentic crm without paying per seat developers prototyping durable, budget-capped agent workflows on a postgres ledger", "material_mover": false }, { "id": "evt_e5fff5d1181d806868ab", "entity_id": "gh:makazhanalpamys/soup", "item_url": "/item/makazhanalpamys-soup/", "title": "MakazhanAlpamys/Soup", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 678, "after": 804, "explanation": "Stars changed: 678 → 804.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "worth_watch", "score": 6.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Model Fine-tuning", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers fine-tuning open models on consumer hardware", "hobbyists and researchers without access to large GPUs" ], "risk_categories": [], "search_text": "makazhanalpamys/soup makazhanalpamys open_source other bronze none worth_watch developers fine-tuning open models on consumer hardware hobbyists and researchers without access to large gpus hugging face ollama", "material_mover": true }, { "id": "evt_e5e23b47307528448f0f", "entity_id": "gh:ambersahdev/open-interface", "item_url": "/item/ambersahdev-open-interface/", "title": "AmberSahdev/Open-Interface", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2709, "after": 2711, "explanation": "Stars changed: 2709 → 2711.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "GPL computer-use desktop agent for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "builders evaluating computer-use agents on real desktop workflows", "automation engineers testing LLM-driven UI control in isolated environments" ], "risk_categories": [ "system" ], "search_text": "ambersahdev/open-interface ambersahdev open_source other silver high try_now builders evaluating computer-use agents on real desktop workflows automation engineers testing llm-driven ui control in isolated environments openai", "material_mover": false }, { "id": "evt_e5985f855b15b91386bc", "entity_id": "gh:rednote-machine-learning/redknot", "item_url": "/item/rednote-machine-learning-redknot/", "title": "rednote-machine-learning/RedKnot", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1781, "after": 1806, "explanation": "Stars changed: 1781 → 1806.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Head-classified KV reuse +", "section": "Inference & Serving", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Any SRE / inference-engine team that runs long-context LLM serving on top of SGLang and needs a real, pluggable", "Anyone who serves 16K-64K+ context lengths and is capacity-constrained by the KV cache — head-classified KV reuse +" ], "risk_categories": [], "search_text": "rednote-machine-learning/redknot rednote-machine-learning open_source inference_runtime inference_runtime gold low try_now any sre / inference-engine team that runs long-context llm serving on top of sglang and needs a real, pluggable head-aware kv cache + sparse ffn speedup without rewriting the serving stack — redknot anyone who serves 16k-64k+ context l", "material_mover": false }, { "id": "evt_e591b38ee55eeccfb528", "entity_id": "gh:aiscientists-dev/worldseed", "item_url": "/item/worldseed-mit-multi-agent-world-engine-for-emergent-outcomes-rules-diffe/", "title": "WorldSeed: MIT Multi-Agent World Engine for Emergent Outcomes (Rules + Different Agents + Consequences = Emergence)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 807, "after": 808, "explanation": "Stars changed: 807 → 808.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI researchers running autonomous multi-agent research scenarios (hypotheses + experiments + peer review + audit", "AI researchers + rules-+-different-agents-+-consequences-users that want the rules + different agents + consequences =" ], "risk_categories": [], "search_text": "worldseed: mit multi-agent world engine for emergent outcomes (rules + different agents + consequences = emergence) aiscientists-dev open_source other silver low try_now ai researchers running autonomous multi-agent research scenarios (hypotheses + experiments + peer review + audit trail) + ai teams running production multi-agent workflows (research rooms /", "material_mover": false }, { "id": "evt_e583fd305d8503f0e86c", "entity_id": "gh:tsouth89/conduit", "item_url": "/item/tsouth89-conduit/", "title": "tsouth89/conduit", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 158, "after": 165, "explanation": "Stars changed: 158 → 165.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local MCP gateway that", "section": "MIT local MCP gateway that sits between every", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI coding-agent power users (Claude Desktop / Claude Code, Cursor, VS Code / GitHub Copilot, Codex CLI / Codex app)", "Users who care about **credential security** — auth profiles are first-class, written to the **OS keychain** (macOS" ], "risk_categories": [ "sensitive", "account" ], "search_text": "tsouth89/conduit tsouth89 open_source other gold none try_now ai coding-agent power users (claude desktop / claude code, cursor, vs code / github copilot, codex cli / codex app) who run multiple mcp servers and hit the context-bloat wall — eager registration users who care about **credential security** — auth profiles are first-class, written to the **os", "material_mover": false }, { "id": "evt_e57b6dbcfa4e0254e365", "entity_id": "gh:opencpil/prima.cpp", "item_url": "/item/opencpil-prima-cpp/", "title": "OpenCPIL/prima.cpp", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 76, "after": 75, "explanation": "Stars changed: 76 → 75.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Inference Runtime", "section": "Local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Local AI builders experimenting with larger GGUF models", "Developers exploring distributed inference on mixed consumer hardware" ], "risk_categories": [], "search_text": "opencpil/prima.cpp opencpil open_source inference_runtime inference_runtime gold none try_now local ai builders experimenting with larger gguf models developers exploring distributed inference on mixed consumer hardware", "material_mover": false }, { "id": "evt_e558b94a7ea37f5985bf", "entity_id": "gh:therealm-tech/oas2mcp", "item_url": "/item/therealm-tech-oas2mcp/", "title": "therealm-tech/oas2mcp", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.6.0", "after": "v0.7.0", "explanation": "Version changed: v0.6.0 → v0.7.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Tooling", "section": "Developer Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Platform teams exposing internal APIs to MCP-capable agents", "Developers who want faster API-to-agent integration" ], "risk_categories": [ "account" ], "search_text": "therealm-tech/oas2mcp therealm-tech open_source other silver conditional try_now platform teams exposing internal apis to mcp-capable agents developers who want faster api-to-agent integration", "material_mover": false }, { "id": "evt_e551c2a863028d4429cd", "entity_id": "gh:activepieces/activepieces", "item_url": "/item/activepieces-activepieces/", "title": "activepieces/activepieces", "category": "business_workflow", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "0.87.0", "after": "0.88.0", "explanation": "Version changed: 0.87.0 → 0.88.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Workflow Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Teams migrating from script-based automations to a governed flow model", "MCP-first builders who need orchestration glue for production workflows" ], "risk_categories": [], "search_text": "activepieces/activepieces activepieces open_source business_workflow business_workflow gold medium try_now teams migrating from script-based automations to a governed flow model mcp-first builders who need orchestration glue for production workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_e52dd14d03fe42039d93", "entity_id": "gh:lyogavin/airllm", "item_url": "/item/lyogavin-airllm/", "title": "lyogavin/airllm", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 30859, "after": 31014, "explanation": "Stars changed: 30859 → 31014.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Library / SDK", "section": "Single-GPU Inference for 70B / 405B LLMs", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [], "search_text": "lyogavin/airllm lyogavin open_source inference_runtime inference_runtime gold low try_now ml infrastructure engineers model-serving teams", "material_mover": false }, { "id": "evt_e51cea910b855f9de57a", "entity_id": "gh:misolabsai/misotts", "item_url": "/item/misolabsai-misotts/", "title": "MisoLabsAI/MisoTTS", "category": "model", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3199, "after": 3206, "explanation": "Stars changed: 3199 → 3206.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "worth_watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Speech Model", "section": "Models", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Teams evaluating new expressive TTS models for assistants, narration, or character voice work", "Researchers comparing open speech generation releases with real local inference code" ], "risk_categories": [], "search_text": "misolabsai/misotts misolabsai open_source model model gold medium worth_watch teams evaluating new expressive tts models for assistants, narration, or character voice work researchers comparing open speech generation releases with real local inference code", "material_mover": false }, { "id": "evt_e51249a12e408f778f6f", "entity_id": "gh:jundot/omlx", "item_url": "/item/jundot-omlx/", "title": "jundot/omlx", "category": "inference_runtime", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.5.8.dev3", "after": "v0.6.0.dev1", "explanation": "Version changed: v0.5.8.dev3 → v0.6.0.dev1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Apple Silicon users", "local LLM developers" ], "risk_categories": [], "search_text": "jundot/omlx jundot open_source inference_runtime inference_runtime gold conditional try_now apple silicon users local llm developers", "material_mover": false }, { "id": "evt_e4635656fa30bb75bd35", "entity_id": "gh:infiniflow/ragflow", "item_url": "/item/infiniflow-ragflow/", "title": "infiniflow/ragflow", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 87467, "after": 87951, "explanation": "Stars changed: 87467 → 87951.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "RAG and Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "AI app builders shipping search-and-answer products", "data-platform teams evaluating self-hosted RAG infrastructure" ], "risk_categories": [], "search_text": "infiniflow/ragflow infiniflow open_source other gold conditional watch ai app builders shipping search-and-answer products data-platform teams evaluating self-hosted rag infrastructure", "material_mover": false }, { "id": "evt_e45526c9a5b6055e354a", "entity_id": "gh:xuzhougeng/wispterm", "item_url": "/item/xuzhougeng-wispterm/", "title": "xuzhougeng/wispterm", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 370, "after": 374, "explanation": "Stars changed: 370 → 374.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Terminal Workspaces", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Developers who spend most of their time in terminals and remote sessions", "Coding-agent users who want agent tabs inside a broader terminal workspace" ], "risk_categories": [ "system" ], "search_text": "xuzhougeng/wispterm xuzhougeng open_source other gold medium try_now developers who spend most of their time in terminals and remote sessions coding-agent users who want agent tabs inside a broader terminal workspace", "material_mover": false }, { "id": "evt_e44b7e3edb5d5873d60f", "entity_id": "gh:screenpipe/screenpipe", "item_url": "/item/screenpipe-screenpipe/", "title": "screenpipe/screenpipe", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "app-v2.6.10", "after": "app-v2.6.11", "explanation": "Version changed: app-v2.6.10 → app-v2.6.11.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 5.86, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "screenpipe/screenpipe screenpipe open_source other other bronze none watch ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_e41345b2c06572bf7ffa", "entity_id": "gh:moonshotai/checkpoint-engine", "item_url": "/item/moonshotai-checkpoint-engine/", "title": "MoonshotAI/checkpoint-engine", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "v0.4.2", "explanation": "Version changed: not recorded → v0.4.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Inference & Serving", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "AI research teams and post-training engineers running RLHF / GRPO / RL fine-tuning against Kimi-K2 (1T params) or", "inference-platform teams adding capacity to a serving fleet without dropping in-flight requests (P2P path via" ], "risk_categories": [], "search_text": "moonshotai/checkpoint-engine moonshotai open_source other gold low try_now ai research teams and post-training engineers running rlhf / grpo / rl fine-tuning against kimi-k2 (1t params) or similarly large open-weight models on a multi-gpu / multi-node cluster inference-platform teams adding capacity to a serving fleet without dropping in-flight requests (p2p", "material_mover": false }, { "id": "evt_e3ef8be0daf9492a3793", "entity_id": "gh:covoyage/covonaut", "item_url": "/item/covonaut-mit-production-ready-agent-framework-for-go-a2a-a2ui-acp-agui-m/", "title": "Covonaut: MIT Production-Ready Agent Framework for Go (A2A + A2UI + ACP + AGUI + MCP, Zero Dependencies)", "category": "agent_framework", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.0.3", "after": "v1.0.4", "explanation": "Version changed: v1.0.3 → v1.0.4.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "agent_framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Go developers building production-ready AI agent applications + backend engineers adding agent capabilities to", "Go developers + 17-sub-package users that want the 17 sub-packages (a2a + a2ui + acp + agentcore + agui + components +" ], "risk_categories": [], "search_text": "covonaut: mit production-ready agent framework for go (a2a + a2ui + acp + agui + mcp, zero dependencies) covoyage open_source agent_framework agent_framework gold low try_now go developers building production-ready ai agent applications + backend engineers adding agent capabilities to existing go services + ai infrastructure teams standardizing on go for age", "material_mover": false }, { "id": "evt_e3daff9b5880b5986d3b", "entity_id": "gh:0xnyk/council-of-high-intelligence", "item_url": "/item/0xnyk-council-of-high-intelligence/", "title": "0xNyk/council-of-high-intelligence", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3942, "after": 3948, "explanation": "Stars changed: 3942 → 3948.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Decision Skill", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Builders stress-testing architecture or product decisions", "Agent users who want reusable structured debate instead of one-off prompts" ], "risk_categories": [], "search_text": "0xnyk/council-of-high-intelligence 0xnyk open_source other silver conditional worth_watch builders stress-testing architecture or product decisions agent users who want reusable structured debate instead of one-off prompts claude code openai codex", "material_mover": false }, { "id": "evt_e3d2faf87452b61f2fa0", "entity_id": "gh:dicklesworthstone/destructive_command_guard", "item_url": "/item/dicklesworthstone-destructive-command-guard/", "title": "Dicklesworthstone/destructive_command_guard", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5736, "after": 5744, "explanation": "Stars changed: 5736 → 5744.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "worth_watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "tool", "section": "security", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.2, "best_for": [ "AI coding agent users", "developers using Codex / Claude / Cursor / Gemini CLI" ], "risk_categories": [ "system" ], "search_text": "dicklesworthstone/destructive_command_guard dicklesworthstone open_source security security silver none worth_watch ai coding agent users developers using codex / claude / cursor / gemini cli", "material_mover": false }, { "id": "evt_e3bd648615c9e1f1dc8a", "entity_id": "gh:menachem-dadon/smartiai-agent-for-windows", "item_url": "/item/menachem-dadon-smartiai-agent-for-windows/", "title": "menachem-dadon/SmartiAI-Agent-for-Windows", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 103, "after": 104, "explanation": "Stars changed: 103 → 104.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "conditional", "verdict": "watch", "score": 6.45, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [], "search_text": "menachem-dadon/smartiai-agent-for-windows menachem-dadon open_source agent_framework agent_framework bronze conditional watch agent builders ai platform engineers", "material_mover": false }, { "id": "evt_e3568e14e7abe8e1752e", "entity_id": "gh:yaodub/cast", "item_url": "/item/yaodub-cast/", "title": "yaodub/cast", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.3.0", "after": "v0.3.4", "explanation": "Version changed: v0.3.0 → v0.3.4.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Multi-Agent Harness", "section": "MIT Open-Source Harness for Multi-User", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "yaodub/cast yaodub open_source other silver low try_now ai developers technical founders self-hosted anthropic claude model context protocol model context protocol", "material_mover": false }, { "id": "evt_e35508e3ed506a3dcd4a", "entity_id": "gh:xichan96/dinotty", "item_url": "/item/xichan96-dinotty/", "title": "xichan96/dinotty", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 528, "after": 532, "explanation": "Stars changed: 528 → 532.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "worth_watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Remote Dev / Terminals", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers who want to monitor or resume Claude Code, Codex, or similar terminal agents from a phone or tablet", "Self-hosting users who need more persistence and previewing than ttyd or a basic web terminal provides" ], "risk_categories": [ "system" ], "search_text": "xichan96/dinotty xichan96 open_source coding_agent coding_agent gold high worth_watch developers who want to monitor or resume claude code, codex, or similar terminal agents from a phone or tablet self-hosting users who need more persistence and previewing than ttyd or a basic web terminal provides claude code openai codex", "material_mover": false }, { "id": "evt_e351671b5290c5e32e59", "entity_id": "gh:yusufkaraaslan/skill_seekers", "item_url": "/item/yusufkaraaslan-skill-seekers/", "title": "yusufkaraaslan/Skill_Seekers", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14745, "after": 14754, "explanation": "Stars changed: 14745 → 14754.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Knowledge Asset / RAG", "section": "Documentation, GitHub, and PDF to AI Skill and", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "yusufkaraaslan/skill_seekers yusufkaraaslan open_source other gold low try_now ai developers technical founders github model context protocol model context protocol", "material_mover": false }, { "id": "evt_e34b4ba049ad3b664f82", "entity_id": "gh:huangruiteng/loopx", "item_url": "/item/loopx/", "title": "LoopX", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.4.5", "after": "v0.4.6", "explanation": "Version changed: v0.4.5 → v0.4.6.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent frameworks and harnesses", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "engineering teams running multi-day coding loops with Codex, Claude Code, or Cursor that need durable state across", "research teams running benchmark or experiment loops whose decisions and evidence need to stay auditable" ], "risk_categories": [ "system" ], "search_text": "loopx huangruiteng open_source other gold none try_now engineering teams running multi-day coding loops with codex, claude code, or cursor that need durable state across restarts research teams running benchmark or experiment loops whose decisions and evidence need to stay auditable openai codex", "material_mover": false }, { "id": "evt_e31c1a1f4428bc6517bc", "entity_id": "gh:chrisryugj/kordoc", "item_url": "/item/chrisryugj-kordoc/", "title": "chrisryugj/kordoc", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1714, "after": 1718, "explanation": "Stars changed: 1714 → 1718.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 6.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "MIT CLI and MCP server for Korean office", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "teams handling HWP and HWPX documents in automated pipelines", "developers who need document parsing plus form fill or diff workflows" ], "risk_categories": [], "search_text": "chrisryugj/kordoc chrisryugj open_source other silver conditional worth_watch teams handling hwp and hwpx documents in automated pipelines developers who need document parsing plus form fill or diff workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_e30eef120bc0c5c24a5d", "entity_id": "gh:i3t4an/kadath", "item_url": "/item/i3t4an-kadath/", "title": "i3T4AN/KADATH", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 167, "after": 346, "explanation": "Stars changed: 167 → 346.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Agent Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "agent researchers studying evolutionary optimization over agent code", "builders evaluating open-source frameworks for self-improving coding agents" ], "risk_categories": [], "search_text": "i3t4an/kadath i3t4an open_source other gold conditional try_now agent researchers studying evolutionary optimization over agent code builders evaluating open-source frameworks for self-improving coding agents", "material_mover": true }, { "id": "evt_e2bf313ce94e7ca51072", "entity_id": "gh:tongxuluo/gamecraft-bench", "item_url": "/item/tongxuluo-gamecraft-bench/", "title": "tongxuluo/gamecraft-bench", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 191, "after": 192, "explanation": "Stars changed: 191 → 192.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "research", "verification_stage": "discovered", "type": "Research", "section": "AI Agents / Benchmarks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI research teams who need a reproducible end-to-end agent benchmark for long-horizon creative tasks on a real game", "agent benchmark authors who want code and data they can re-run on any agent or model release without re-deriving the" ], "risk_categories": [], "search_text": "tongxuluo/gamecraft-bench tongxuluo research research research silver low try_now ai research teams who need a reproducible end-to-end agent benchmark for long-horizon creative tasks on a real game engine agent benchmark authors who want code and data they can re-run on any agent or model release without re-deriving the harness", "material_mover": false }, { "id": "evt_e2aa4fad25858f83b8ea", "entity_id": "gh:openai/openai-agents-js", "item_url": "/item/openai-openai-agents-js/", "title": "openai/openai-agents-js", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3573, "after": 3580, "explanation": "Stars changed: 3573 → 3580.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Framework", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "JavaScript developers", "TypeScript developers" ], "risk_categories": [ "system" ], "search_text": "openai/openai-agents-js openai open_source agent_framework agent_framework gold conditional try_now javascript developers typescript developers", "material_mover": false }, { "id": "evt_e26be307bae749c3cdce", "entity_id": "gh:skyzh/tiny-llm", "item_url": "/item/skyzh-tiny-llm/", "title": "skyzh/tiny-llm", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4477, "after": 4483, "explanation": "Stars changed: 4477 → 4483.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "worth_watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local serving internals", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 5.9, "best_for": [ "systems engineers learning how modern LLM serving stacks work under the hood", "Apple Silicon developers experimenting with MLX-based inference infrastructure" ], "risk_categories": [], "search_text": "skyzh/tiny-llm skyzh open_source other inference_runtime silver none worth_watch systems engineers learning how modern llm serving stacks work under the hood apple silicon developers experimenting with mlx-based inference infrastructure vllm", "material_mover": false }, { "id": "evt_e25141c090e4d36631ea", "entity_id": "gh:mindburn-labs/helm-ai-kernel", "item_url": "/item/mindburn-labs-helm-ai-kernel/", "title": "Mindburn-Labs/helm-ai-kernel", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 56, "after": 55, "explanation": "Stars changed: 56 → 55.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Security / Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "security-conscious engineering teams", "AI platform teams" ], "risk_categories": [ "system" ], "search_text": "mindburn-labs/helm-ai-kernel mindburn-labs open_source security security gold conditional try_now security-conscious engineering teams ai platform teams self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_e1f9c4405ce0fccc8491", "entity_id": "gh:copilotkit/copilotkit", "item_url": "/item/copilotkit-copilotkit/", "title": "CopilotKit/CopilotKit", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 36721, "after": 36744, "explanation": "Stars changed: 36721 → 36744.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [], "search_text": "copilotkit/copilotkit copilotkit open_source agent_framework agent_framework silver high watch agent builders ai platform engineers", "material_mover": false }, { "id": "evt_e1dd7c47ff6f708e31d8", "entity_id": "gh:m-bain/whisperx", "item_url": "/item/m-bain-whisperx/", "title": "m-bain/whisperX", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 23545, "after": 23560, "explanation": "Stars changed: 23545 → 23560.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local AI Tool", "section": "Speech & Audio", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.8, "best_for": [ "teams building meeting notes, captioning, or subtitle workflows", "developers who need speaker labels and better timing than base Whisper provides" ], "risk_categories": [], "search_text": "m-bain/whisperx m-bain open_source other gold conditional try_now teams building meeting notes, captioning, or subtitle workflows developers who need speaker labels and better timing than base whisper provides", "material_mover": false }, { "id": "evt_e1aabe8e0a459d4db049", "entity_id": "gh:magicrew/doc7", "item_url": "/item/magicrew-doc7/", "title": "magicrew/doc7", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1061, "after": 1101, "explanation": "Stars changed: 1061 → 1101.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 6.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Document AI / Extraction", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "RAG and AI-pipeline teams needing a local document ingestion stage", "security-conscious teams that want explicit sandboxing guidance for untrusted files" ], "risk_categories": [ "system" ], "search_text": "magicrew/doc7 magicrew open_source other silver conditional try_now rag and ai-pipeline teams needing a local document ingestion stage security-conscious teams that want explicit sandboxing guidance for untrusted files", "material_mover": true }, { "id": "evt_e1a71dff84fa45b2d09f", "entity_id": "gh:langchain-ai/deepagents", "item_url": "/item/deep-agents-mit-open-source-agent-harness-from-langchain-batteries-inclu/", "title": "Deep Agents: MIT Open-Source Agent Harness from LangChain (Batteries-Included Deep Agent, 25,936*, Python Monorepo with acp/cli/code/deepagents/evals/partners/talon)", "category": "agent_framework", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "deepagents-code==0.1.54", "after": "deepagents-code==0.1.55", "explanation": "Version changed: deepagents-code==0.1.54 → deepagents-code==0.1.55.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "agent_framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [], "search_text": "deep agents: mit open-source agent harness from langchain (batteries-included deep agent, 25,936*, python monorepo with acp/cli/code/deepagents/evals/partners/talon) langchain-ai open_source agent_framework agent_framework gold low try_now agent builders ai platform engineers langchain", "material_mover": false }, { "id": "evt_e17f6efb26519bdb93c3", "entity_id": "gh:diegosouzapw/omniroute", "item_url": "/item/diegosouzapw-omniroute/", "title": "diegosouzapw/OmniRoute", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 46438, "after": 47199, "explanation": "Stars changed: 46438 → 47199.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Gateway", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "individual developers and hobbyists who want to access 50+ free model tiers through one endpoint", "small teams running Claude Code / Codex / Cursor who want auto-failover between providers" ], "risk_categories": [ "account" ], "search_text": "diegosouzapw/omniroute diegosouzapw open_source other silver conditional try_now individual developers and hobbyists who want to access 50+ free model tiers through one endpoint small teams running claude code / codex / cursor who want auto-failover between providers anthropic claude claude code google gemini model context protocol openai openai codex model", "material_mover": false }, { "id": "evt_e17462cb4bccf2d05189", "entity_id": "gh:vllm-project/vllm-omni", "item_url": "/item/vllm-omni-apache-2-0-omni-modality-model-inference-framework-aligned-wit/", "title": "vLLM-Omni: Apache-2.0 Omni-Modality Model Inference Framework Aligned with vLLM (TTS / Diffusion / Audio / World Models + Multimodal Serving, 5 Hardware Backends)", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6068, "after": 6092, "explanation": "Stars changed: 6068 → 6092.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "inference_runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [], "search_text": "vllm-omni: apache-2.0 omni-modality model inference framework aligned with vllm (tts / diffusion / audio / world models + multimodal serving, 5 hardware backends) vllm-project open_source inference_runtime inference_runtime gold low try_now ml infrastructure engineers model-serving teams", "material_mover": false }, { "id": "evt_e14d766e653fde168b99", "entity_id": "gh:sgl-project/sglang", "item_url": "/item/sgl-project-sglang/", "title": "sgl-project/sglang", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 31715, "after": 31753, "explanation": "Stars changed: 31715 → 31753.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Infrastructure", "section": "LLM Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "platform teams serving multi-modal models", "RAG/agent teams needing high-throughput model endpoints" ], "risk_categories": [], "search_text": "sgl-project/sglang sgl-project open_source inference_runtime inference_runtime gold conditional try_now platform teams serving multi-modal models rag/agent teams needing high-throughput model endpoints", "material_mover": false }, { "id": "evt_e148f1b8286beffefa1e", "entity_id": "gh:hashgraph-online/hol-guard", "item_url": "/item/hashgraph-online-hol-guard/", "title": "hashgraph-online/hol-guard", "category": "security", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "alpha/v3.0.0a101", "after": "v2.2.78", "explanation": "Version changed: alpha/v3.0.0a101 → v2.2.78.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Security", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI agent users", "MCP server evaluators" ], "risk_categories": [ "system" ], "search_text": "hashgraph-online/hol-guard hashgraph-online open_source security security gold conditional try_now ai agent users mcp server evaluators claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_e13db954c37234ea8272", "entity_id": "gh:vllm-project/semantic-router", "item_url": "/item/vllm-project-semantic-router/", "title": "vllm-project/semantic-router", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5142, "after": 5149, "explanation": "Stars changed: 5142 → 5149.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "inference_runtime", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [ "sensitive" ], "search_text": "vllm-project/semantic-router vllm-project open_source inference_runtime inference_runtime gold low try_now ml infrastructure engineers model-serving teams kubernetes vllm", "material_mover": false }, { "id": "evt_e105d98c9e187ad9b7c1", "entity_id": "gh:nousresearch/hermes-agent", "item_url": "/item/nousresearch-hermes-agent/", "title": "NousResearch/hermes-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 229473, "after": 230048, "explanation": "Stars changed: 229473 → 230048.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.38, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "nousresearch/hermes-agent nousresearch open_source other silver conditional try_now ai developers technical founders anthropic claude claude code openai openai codex", "material_mover": false }, { "id": "evt_e10478f1519b681f8925", "entity_id": "gh:liliu-z/stashbase", "item_url": "/item/liliu-z-stashbase/", "title": "liliu-z/stashbase", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 307, "after": 322, "explanation": "Stars changed: 307 → 322.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Knowledge Base", "section": "Knowledge / Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "People building a shared memory layer across Claude, ChatGPT, and Codex", "Local-first users who want searchable screenshots, notes, and recordings" ], "risk_categories": [], "search_text": "liliu-z/stashbase liliu-z open_source rag_knowledge rag_knowledge silver conditional worth_watch people building a shared memory layer across claude, chatgpt, and codex local-first users who want searchable screenshots, notes, and recordings milvus model context protocol model context protocol", "material_mover": false }, { "id": "evt_e0fc154f0b6d6eb305c4", "entity_id": "gh:openvinotoolkit/openvino", "item_url": "/item/openvinotoolkit-openvino-2026-2-1/", "title": "openvinotoolkit/openvino 2026.2.1", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10642, "after": 10647, "explanation": "Stars changed: 10642 → 10647.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Local AI + Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "edge teams", "inference and deployment teams" ], "risk_categories": [], "search_text": "openvinotoolkit/openvino 2026.2.1 openvinotoolkit open_source other silver conditional watch edge teams inference and deployment teams", "material_mover": false }, { "id": "evt_e0d802102a64ae77dae8", "entity_id": "gh:agentclientprotocol/claude-agent-acp", "item_url": "/item/agentclientprotocol-claude-agent-acp/", "title": "agentclientprotocol/claude-agent-acp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2368, "after": 2375, "explanation": "Stars changed: 2368 → 2375.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "agentclientprotocol/claude-agent-acp agentclientprotocol open_source other gold none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_e0d7cc62649b114c3744", "entity_id": "gh:trycua/cua", "item_url": "/item/trycua-cua/", "title": "trycua/cua", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "nightly-cua-driver-rs-v0.19.4-nightly.20260812.31613035038", "after": "sandbox-v0.3.2", "explanation": "Version changed: nightly-cua-driver-rs-v0.19.4-nightly.20260812.31613035038 → sandbox-v0.3.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "candidate", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "trycua/cua trycua open_source other research silver high watch ai developers technical founders", "material_mover": false }, { "id": "evt_e0bc20c3b315012908e8", "entity_id": "gh:qwenaudio/qwen-audio-agent", "item_url": "/item/qwenaudio-qwen-audio-agent/", "title": "QwenAudio/qwen-audio-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2098, "after": 2120, "explanation": "Stars changed: 2098 → 2120.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Real-time voice agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.1, "best_for": [ "agent builders shipping a voice-first product with async tool calls", "developers evaluating full-duplex voice runtimes against LiveKit, Pipecat, or vendor SaaS" ], "risk_categories": [ "system" ], "search_text": "qwenaudio/qwen-audio-agent qwenaudio open_source other gold conditional try_now agent builders shipping a voice-first product with async tool calls developers evaluating full-duplex voice runtimes against livekit, pipecat, or vendor saas claude code openai codex", "material_mover": false }, { "id": "evt_e0a9edd294d5638de1dc", "entity_id": "gh:garrytan/gbrain", "item_url": "/item/garrytan-gbrain/", "title": "garrytan/gbrain", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.45.6.0", "after": "v0.45.10.0", "explanation": "Version changed: v0.45.6.0 → v0.45.10.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Platform", "section": "Knowledge / Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Founders building a company brain or institutional memory layer", "Power users who want Claude Code or Codex to retain and query long-lived context beyond one repo" ], "risk_categories": [], "search_text": "garrytan/gbrain garrytan open_source rag_knowledge rag_knowledge gold conditional try_now founders building a company brain or institutional memory layer power users who want claude code or codex to retain and query long-lived context beyond one repo", "material_mover": false }, { "id": "evt_e076428432f8fe80740f", "entity_id": "gh:keesan12/martin-loop", "item_url": "/item/keesan12-martin-loop/", "title": "Keesan12/martin-loop", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "mcp-v0.3.9", "after": "mcp-v0.5.0", "explanation": "Version changed: mcp-v0.3.9 → mcp-v0.5.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Coding / Governance", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "platform teams", "engineering leads" ], "risk_categories": [], "search_text": "keesan12/martin-loop keesan12 open_source other gold conditional watch platform teams engineering leads claude code github actions model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_e064912932e414959afa", "entity_id": "gh:hitmux/hitmux-context-engine", "item_url": "/item/hitmux-hitmux-context-engine/", "title": "hitmux/hitmux-context-engine", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 401, "after": 402, "explanation": "Stars changed: 401 → 402.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers using Claude Code, Codex CLI, Cursor, Windsurf, or Gemini CLI on medium and large repositories", "Teams that want a dedicated retrieval layer instead of ad-hoc rg and cat loops inside agent sessions" ], "risk_categories": [], "search_text": "hitmux/hitmux-context-engine hitmux open_source coding_agent coding_agent gold conditional try_now developers using claude code, codex cli, cursor, windsurf, or gemini cli on medium and large repositories teams that want a dedicated retrieval layer instead of ad-hoc rg and cat loops inside agent sessions", "material_mover": false }, { "id": "evt_e054ea5d89f0ff78329c", "entity_id": "gh:airweave-ai/airweave", "item_url": "/item/airweave-ai-airweave/", "title": "airweave-ai/airweave", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6545, "after": 6549, "explanation": "Stars changed: 6545 → 6549.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "airweave-ai/airweave airweave-ai open_source other gold none try_now ai developers technical founders api sdk", "material_mover": false }, { "id": "evt_e0261f56e7ecf6e488af", "entity_id": "gh:vercel-labs/deepsec", "item_url": "/item/vercel-labs-deepsec/", "title": "vercel-labs/deepsec", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6676, "after": 7171, "explanation": "Stars changed: 6676 → 7171.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Security", "section": "Apache-2.0 Vercel Labs Agent-Powered Codebase", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "security engineers", "AI assurance teams" ], "risk_categories": [], "search_text": "vercel-labs/deepsec vercel-labs open_source security security gold low try_now security engineers ai assurance teams", "material_mover": true }, { "id": "evt_e00a7295a3abb26224e5", "entity_id": "gh:mohitsoni48/turbo-llm", "item_url": "/item/mohitsoni48-turbo-llm/", "title": "mohitsoni48/Turbo-LLM", "category": "inference_runtime", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.10.7", "after": "v1.10.8", "explanation": "Version changed: v1.10.7 → v1.10.8.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "local AI operators", "coding-agent users" ], "risk_categories": [], "search_text": "mohitsoni48/turbo-llm mohitsoni48 open_source inference_runtime inference_runtime gold conditional try_now local ai operators coding-agent users self-hosted claude code", "material_mover": false }, { "id": "evt_dfeaf1e91008c888e2a1", "entity_id": "gh:arize-ai/openinference", "item_url": "/item/arize-ai-openinference/", "title": "Arize-ai/openinference", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "python-openinference-instrumentation-openllmetry-v0.1.14", "explanation": "Version changed: not recorded → python-openinference-instrumentation-openllmetry-v0.1.14.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI engineering teams and platform teams who need a real Apache-2.0 OpenTelemetry-native path to instrument LLM / agent", "organizations standardizing on OTel who want one tracing layer across all of OpenAI / Anthropic / Gemini / LangChain /" ], "risk_categories": [], "search_text": "arize-ai/openinference arize-ai open_source other gold low try_now ai engineering teams and platform teams who need a real apache-2.0 opentelemetry-native path to instrument llm / agent / rag / vector-store code paths organizations standardizing on otel who want one tracing layer across all of openai / anthropic / gemini / langchain / langgraph / llamaindex", "material_mover": false }, { "id": "evt_dfc343f094ff3caae04d", "entity_id": "gh:openclaw/openclaw", "item_url": "/item/openclaw-openclaw/", "title": "openclaw/openclaw", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 386060, "after": 386185, "explanation": "Stars changed: 386060 → 386185.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.76, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "openclaw/openclaw openclaw open_source other silver none watch ai developers technical founders", "material_mover": false }, { "id": "evt_dfb3a03dafe911f0671f", "entity_id": "gh:xichan96/dinotty", "item_url": "/item/xichan96-dinotty/", "title": "xichan96/dinotty", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.21.1", "after": "v0.22.0", "explanation": "Version changed: v0.21.1 → v0.22.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "worth_watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Remote Dev / Terminals", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers who want to monitor or resume Claude Code, Codex, or similar terminal agents from a phone or tablet", "Self-hosting users who need more persistence and previewing than ttyd or a basic web terminal provides" ], "risk_categories": [ "system" ], "search_text": "xichan96/dinotty xichan96 open_source coding_agent coding_agent gold high worth_watch developers who want to monitor or resume claude code, codex, or similar terminal agents from a phone or tablet self-hosting users who need more persistence and previewing than ttyd or a basic web terminal provides claude code openai codex", "material_mover": false }, { "id": "evt_df7a775d7bcf33c5f19f", "entity_id": "gh:hugohe3/ppt-master", "item_url": "/item/hugohe3-ppt-master/", "title": "hugohe3/ppt-master", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v4.5.0", "after": "v4.7.0", "explanation": "Version changed: v4.5.0 → v4.7.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "AI Productivity Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "consultants", "founders" ], "risk_categories": [], "search_text": "hugohe3/ppt-master hugohe3 open_source other gold conditional try_now consultants founders", "material_mover": false }, { "id": "evt_df5815c28c03bb352f66", "entity_id": "gh:firelock-ai/kin", "item_url": "/item/firelock-ai-kin/", "title": "firelock-ai/kin", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.5.19", "after": "v0.5.23", "explanation": "Version changed: v0.5.19 → v0.5.23.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / CLI", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "teams experimenting with AI-native developer workflows", "developers who want structured context packs for agents" ], "risk_categories": [], "search_text": "firelock-ai/kin firelock-ai open_source other silver conditional worth_watch teams experimenting with ai-native developer workflows developers who want structured context packs for agents model context protocol model context protocol", "material_mover": false }, { "id": "evt_df538bc11e6cb1bd3fe8", "entity_id": "gh:liquidos-ai/autoagents", "item_url": "/item/liquidos-ai-autoagents/", "title": "liquidos-ai/AutoAgents", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 729, "after": 730, "explanation": "Stars changed: 729 → 730.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.05, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [], "search_text": "liquidos-ai/autoagents liquidos-ai open_source agent_framework agent_framework silver conditional watch agent builders ai platform engineers", "material_mover": false }, { "id": "evt_df3c43a9b120f2a47e6c", "entity_id": "gh:gpustack/gpustack", "item_url": "/item/gpustack-gpustack/", "title": "gpustack/gpustack", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5473, "after": 5479, "explanation": "Stars changed: 5473 → 5479.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Infrastructure", "section": "Inference Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "platform engineers", "local AI infrastructure teams" ], "risk_categories": [], "search_text": "gpustack/gpustack gpustack open_source inference_runtime inference_runtime gold conditional watch platform engineers local ai infrastructure teams openai vllm", "material_mover": false }, { "id": "evt_df25c32c9a189bd882bf", "entity_id": "gh:matthiasn/lotti", "item_url": "/item/matthiasn-lotti/", "title": "matthiasn/lotti", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "1.0.7+4304", "after": "1.0.8+4310", "explanation": "Version changed: 1.0.7+4304 → 1.0.8+4310.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.33, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive", "impact" ], "search_text": "matthiasn/lotti matthiasn open_source other silver none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_deab99c9d12c7edbe612", "entity_id": "gh:triggerdotdev/trigger.dev", "item_url": "/item/triggerdotdev-trigger-dev/", "title": "triggerdotdev/trigger.dev", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 15995, "after": 16008, "explanation": "Stars changed: 15995 → 16008.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Workflow Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Product teams building AI workflows that need production scheduling", "Platform teams standardizing background task execution for agents and automations" ], "risk_categories": [], "search_text": "triggerdotdev/trigger.dev triggerdotdev open_source other gold low try_now product teams building ai workflows that need production scheduling platform teams standardizing background task execution for agents and automations serverless model context protocol model context protocol", "material_mover": false }, { "id": "evt_de78e684601cd1a40431", "entity_id": "gh:floe-labs/floe-guard", "item_url": "/item/floe-labs-floe-guard/", "title": "Floe-Labs/floe-guard", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "py-v0.13.0", "after": "js-v0.10.0", "explanation": "Version changed: py-v0.13.0 → js-v0.10.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers running agents in production on paid APIs", "LangChain / AutoGen / custom-agent users who want a hard stop on runaway loops" ], "risk_categories": [ "account" ], "search_text": "floe-labs/floe-guard floe-labs open_source other silver none try_now developers running agents in production on paid apis langchain / autogen / custom-agent users who want a hard stop on runaway loops", "material_mover": false }, { "id": "evt_de61d16ced25bbdbdcfa", "entity_id": "gh:huggingface/tau", "item_url": "/item/huggingface-tau/", "title": "huggingface/tau", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2289, "after": 2304, "explanation": "Stars changed: 2289 → 2304.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Coding Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who want a lighter terminal coding agent with resume support and built-in tools", "Agent builders who need a readable harness architecture instead of reverse engineering a much larger codebase" ], "risk_categories": [ "system" ], "search_text": "huggingface/tau huggingface open_source other gold conditional try_now developers who want a lighter terminal coding agent with resume support and built-in tools agent builders who need a readable harness architecture instead of reverse engineering a much larger codebase", "material_mover": false }, { "id": "evt_de5e327b1182e276016b", "entity_id": "gh:ax-llm/ax", "item_url": "/item/ax-llm-ax/", "title": "ax-llm/ax", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2867, "after": 2869, "explanation": "Stars changed: 2867 → 2869.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "LLM App Framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "TypeScript and Node teams building production LLM apps", "polyglot engineering orgs sharing one LLM layer across services" ], "risk_categories": [], "search_text": "ax-llm/ax ax-llm open_source other gold conditional try_now typescript and node teams building production llm apps polyglot engineering orgs sharing one llm layer across services anthropic claude google gemini ollama openai", "material_mover": false }, { "id": "evt_de3d4b936197f1b97111", "entity_id": "gh:bytedance/bernini", "item_url": "/item/bytedance-bernini/", "title": "ByteDance Bernini", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "maintained", "after": "active", "explanation": "Maintenance changed: maintained → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "New Models", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "bytedance bernini bytedance open_source other silver none watch ai developers technical founders", "material_mover": false }, { "id": "evt_de32c28f2565eb8349dd", "entity_id": "gh:awdr74100/figwright", "item_url": "/item/awdr74100-figwright/", "title": "awdr74100/figwright", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 481, "after": 496, "explanation": "Stars changed: 481 → 496.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Bidirectional Figma MCP server", "section": "MCP Servers", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Frontend engineers who want an AI agent to read a Figma selection and emit framework-aware code that drops into the", "Designers and design-system teams who want an AI agent to write back to the Figma canvas — author new screens, iterate" ], "risk_categories": [ "account" ], "search_text": "awdr74100/figwright awdr74100 open_source other silver low try_now frontend engineers who want an ai agent to read a figma selection and emit framework-aware code that drops into the real codebase (matches the user's framework, styling system, components, tokens designers and design-system teams who want an ai agent to write back to the figma canvas — auth", "material_mover": false }, { "id": "evt_de0aefe0e062c10281ed", "entity_id": "gh:ruvnet/ruflo", "item_url": "/item/ruvnet-ruflo/", "title": "ruvnet/ruflo", "category": "agent_framework", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v3.38.2", "after": "v3.38.9", "explanation": "Version changed: v3.38.2 → v3.38.9.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "developers building coding copilots", "platform teams experimenting with multi-agent orchestration" ], "risk_categories": [], "search_text": "ruvnet/ruflo ruvnet open_source agent_framework agent_framework gold conditional try_now developers building coding copilots platform teams experimenting with multi-agent orchestration claude code openai codex", "material_mover": false }, { "id": "evt_ddf28ba037306ac7cbbc", "entity_id": "gh:kulaxyz/self-learning-skills", "item_url": "/item/kulaxyz-self-learning-skills/", "title": "Kulaxyz/self-learning-skills", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 938, "after": 931, "explanation": "Stars changed: 938 → 931.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Skills", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Developers and teams using Claude Code, Cursor, Codex, or any AGENTS.md-compatible coding agent who keep paying the", "Solo founders and indie hackers who want a per-project memory layer without running a separate vector store" ], "risk_categories": [], "search_text": "kulaxyz/self-learning-skills kulaxyz open_source coding_agent coding_agent gold none try_now developers and teams using claude code, cursor, codex, or any agents.md-compatible coding agent who keep paying the same debugging tax session after session solo founders and indie hackers who want a per-project memory layer without running a separate vector store", "material_mover": false }, { "id": "evt_dde775c848439c635243", "entity_id": "gh:cathrynlavery/diagram-design", "item_url": "/item/cathrynlavery-diagram-design/", "title": "cathrynlavery/diagram-design", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9404, "after": 13899, "explanation": "Stars changed: 9404 → 13899.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MIT open-source Claude Code", "section": "Editorial Diagram Skill for Claude Code with", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "AI-curious readers, founders, creators, AI agent developers, documentarians, technical writers, and any Claude Code /", "AI-curious readers, founders, creators, and AI agent developers that want brand-aware diagram surfaces -- you say" ], "risk_categories": [], "search_text": "cathrynlavery/diagram-design cathrynlavery open_source creative_tool creative_tool gold low try_now ai-curious readers, founders, creators, ai agent developers, documentarians, technical writers, and any claude code / codex / cowork user who needs editorial-quality diagrams that match their brand ai-curious readers, founders, creators, and ai agent developer", "material_mover": true }, { "id": "evt_dddd39e214cc8f58ea40", "entity_id": "gh:omnara-ai/omnara", "item_url": "/item/omnara-ai-omnara/", "title": "omnara-ai/omnara", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI engineering teams and platform teams who need a unified control plane to observe / push / pause / steer / resume", "organizations that need durable-agent semantics (resume an agent that crashed mid-run) without writing the durability" ], "risk_categories": [], "search_text": "omnara-ai/omnara omnara-ai open_source other gold low try_now ai engineering teams and platform teams who need a unified control plane to observe / push / pause / steer / resume production agents across claude code / codex / langgraph / crewai / autogen organizations that need durable-agent semantics (resume an agent that crashed mid-run) without writing the", "material_mover": false }, { "id": "evt_ddaa28f93d21f0298550", "entity_id": "gh:waishnav/devspace", "item_url": "/item/waishnav-devspace/", "title": "Waishnav/devspace", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3665, "after": 3687, "explanation": "Stars changed: 3665 → 3687.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "MCP", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "Developers who want ChatGPT to work directly on local repos", "Users comparing MCP-based local access against hosted AI coding workspaces" ], "risk_categories": [], "search_text": "waishnav/devspace waishnav open_source other silver conditional try_now developers who want chatgpt to work directly on local repos users comparing mcp-based local access against hosted ai coding workspaces claude claude code openai codex", "material_mover": false }, { "id": "evt_dd9f89d4c7a147a2ed8b", "entity_id": "gh:run-llama/liteparse", "item_url": "/item/run-llama-liteparse/", "title": "run-llama/liteparse", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12070, "after": 12084, "explanation": "Stars changed: 12070 → 12084.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Fast Open-Source Document Parser", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "data engineers", "ML platform teams" ], "risk_categories": [], "search_text": "run-llama/liteparse run-llama open_source data_tooling data_tooling gold low try_now data engineers ml platform teams", "material_mover": false }, { "id": "evt_dd897b5a8ecf7836e84a", "entity_id": "gh:casdoor/casdoor", "item_url": "/item/casdoor-casdoor/", "title": "casdoor/casdoor", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14167, "after": 14181, "explanation": "Stars changed: 14167 → 14181.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "Agent auth", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Teams putting MCP servers or agent gateways behind proper identity controls", "Platform engineers who need OAuth/OIDC/SAML rather than ad hoc shared API keys" ], "risk_categories": [ "account" ], "search_text": "casdoor/casdoor casdoor open_source security security gold conditional try_now teams putting mcp servers or agent gateways behind proper identity controls platform engineers who need oauth/oidc/saml rather than ad hoc shared api keys model context protocol model context protocol", "material_mover": false }, { "id": "evt_dd725a9f10a951bd29f8", "entity_id": "gh:glips/figma-context-mcp", "item_url": "/item/glips-figma-context-mcp/", "title": "GLips/Figma-Context-MCP", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 15643, "after": 15647, "explanation": "Stars changed: 15643 → 15647.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "frontend and product teams", "teams pairing Figma with Cursor/Codex/Claude-style workflows" ], "risk_categories": [], "search_text": "glips/figma-context-mcp glips open_source other silver conditional watch frontend and product teams teams pairing figma with cursor/codex/claude-style workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_dd6f38f80060f29e9feb", "entity_id": "gh:tailcallhq/forgecode", "item_url": "/item/tailcallhq-forgecode/", "title": "tailcallhq/forgecode", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7484, "after": 7485, "explanation": "Stars changed: 7484 → 7485.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "developers using terminal workflows", "teams trying lightweight coding agents" ], "risk_categories": [ "system" ], "search_text": "tailcallhq/forgecode tailcallhq open_source coding_agent coding_agent gold conditional try_now developers using terminal workflows teams trying lightweight coding agents openai", "material_mover": false }, { "id": "evt_dd689d51e8d0c9ab4ff2", "entity_id": "gh:algorithmicsuperintelligence/openevolve", "item_url": "/item/algorithmicsuperintelligence-openevolve/", "title": "algorithmicsuperintelligence/openevolve", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6898, "after": 6943, "explanation": "Stars changed: 6898 → 6943.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Framework", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "Performance engineers tuning hot paths or kernels against measurable benchmarks", "Researchers exploring algorithm search with evaluator feedback loops" ], "risk_categories": [], "search_text": "algorithmicsuperintelligence/openevolve algorithmicsuperintelligence open_source other gold conditional try_now performance engineers tuning hot paths or kernels against measurable benchmarks researchers exploring algorithm search with evaluator feedback loops", "material_mover": false }, { "id": "evt_dcf30b944d1da804de1a", "entity_id": "gh:maka-agent/maka-agent", "item_url": "/item/maka-agent-maka-agent/", "title": "maka-agent/maka-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1332, "after": 1338, "explanation": "Stars changed: 1332 → 1338.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Desktop / Workspace", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "builders and applied-LLM teams who need a real local-first desktop agent with explicit permission gating and a", "anyone evaluating an Apache-2.0 alternative to hosted PaaS assistants that preserves work state on your own machine" ], "risk_categories": [], "search_text": "maka-agent/maka-agent maka-agent open_source other gold none try_now builders and applied-llm teams who need a real local-first desktop agent with explicit permission gating and a recoverable execution log anyone evaluating an apache-2.0 alternative to hosted paas assistants that preserves work state on your own machine", "material_mover": false }, { "id": "evt_dcb756d563e6fd0d8ed0", "entity_id": "gh:amicalhq/amical", "item_url": "/item/amicalhq-amical/", "title": "amicalhq/amical", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1484, "after": 1488, "explanation": "Stars changed: 1484 → 1488.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.77, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "amicalhq/amical amicalhq open_source other other silver none watch ai developers technical founders self-hosted model context protocol ollama model context protocol", "material_mover": false }, { "id": "evt_dc9ed9936420db8d833d", "entity_id": "gh:ruc-nlpir/arbor", "item_url": "/item/ruc-nlpir-arbor/", "title": "RUC-NLPIR/Arbor", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1005, "after": 1006, "explanation": "Stars changed: 1005 → 1006.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Research Agents", "section": "Apache-2.0 Generalist Autonomous Research Agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "ruc-nlpir/arbor ruc-nlpir open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_dc9071a630167ec32eec", "entity_id": "gh:hpcaitech/colossalai", "item_url": "/item/hpcaitech-colossalai/", "title": "hpcaitech/ColossalAI", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 41435, "after": 41434, "explanation": "Stars changed: 41435 → 41434.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "worth_watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Distributed training and inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 5.2, "best_for": [ "ML and infra teams training or serving large models on distributed GPU clusters", "builders comparing open infrastructure for model optimization and scaling" ], "risk_categories": [], "search_text": "hpcaitech/colossalai hpcaitech open_source other gold medium worth_watch ml and infra teams training or serving large models on distributed gpu clusters builders comparing open infrastructure for model optimization and scaling", "material_mover": false }, { "id": "evt_dc2fb9d933242c9f20d7", "entity_id": "gh:exa-labs/exa-mcp-server", "item_url": "/item/exa-labs-exa-mcp-server/", "title": "exa-labs/exa-mcp-server", "category": "mcp_infrastructure", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4861, "after": 4866, "explanation": "Stars changed: 4861 → 4866.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / MCP", "section": "AI Agents / Web Search", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "AI agent builders who want a plug-and-play MCP server for real-time web search and crawling", "MCP developers building agents in Claude Desktop, Cursor, or other MCP-compatible clients" ], "risk_categories": [], "search_text": "exa-labs/exa-mcp-server exa-labs open_source mcp_infrastructure mcp_infrastructure silver low try_now ai agent builders who want a plug-and-play mcp server for real-time web search and crawling mcp developers building agents in claude desktop, cursor, or other mcp-compatible clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_dc13e817178964d50d2c", "entity_id": "gh:sandeco/reversa", "item_url": "/item/sandeco-reversa/", "title": "sandeco/reversa", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1472, "after": 1476, "explanation": "Stars changed: 1472 → 1476.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Reverse Engineering", "section": "MIT Legacy-System → AI-Agent Executable-Spec", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "sandeco/reversa sandeco open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_dc09cf1236833dac2872", "entity_id": "gh:jianshuo/ccglass", "item_url": "/item/jianshuo-ccglass/", "title": "jianshuo/ccglass", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 683, "after": 684, "explanation": "Stars changed: 683 → 684.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Coding Agent /", "section": "MIT Local Reverse-Proxy + Web Dashboard for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "jianshuo/ccglass jianshuo open_source other silver low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_dbeb5a934c068d0c4f26", "entity_id": "gh:fergana-labs/stash", "item_url": "/item/fergana-labs-stash/", "title": "Fergana-Labs/stash", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 307, "after": 311, "explanation": "Stars changed: 307 → 311.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Knowledge / Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "engineering teams that want persistent cross-session context for Claude Code / Codex / Cursor / OpenCode / Gemini CLI", "research teams maintaining long-running PKBs (sources + transcripts + tables) that span coding sessions" ], "risk_categories": [], "search_text": "fergana-labs/stash fergana-labs open_source other silver conditional try_now engineering teams that want persistent cross-session context for claude code / codex / cursor / opencode / gemini cli agents without re-prompting prior decisions research teams maintaining long-running pkbs (sources + transcripts + tables) that span coding sessions claude code model", "material_mover": false }, { "id": "evt_dbd9ecab0e3f78dbdad4", "entity_id": "gh:5uck1ess/tts-bench", "item_url": "/item/5uck1ess-tts-bench/", "title": "5uck1ess/tts-bench", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 277, "after": 280, "explanation": "Stars changed: 277 → 280.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Speech models", "local_ai": true, "local_model_compatible": true, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "speech model builders", "local AI users" ], "risk_categories": [], "search_text": "5uck1ess/tts-bench 5uck1ess open_source other silver medium try_now speech model builders local ai users", "material_mover": false }, { "id": "evt_dba520a80771f59df2b6", "entity_id": "gh:tiylabs/tiygate", "item_url": "/item/tiylabs-tiygate/", "title": "tiylabs/tiygate", "category": "inference_runtime", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "0.2.1-rc.8", "after": "0.2.1", "explanation": "Version changed: 0.2.1-rc.8 → 0.2.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Open-source Rust LLM gateway", "section": "Open-Source Rust LLM Gateway with Failover", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI builders, LLM gateway developers, multi-provider users, automation engineers, AI-curious readers, and any developer", "Engineering teams that want unified multi-provider access -- the gateway unifies OpenAI-compatible + Responses +" ], "risk_categories": [ "account" ], "search_text": "tiylabs/tiygate tiylabs open_source inference_runtime inference_runtime silver low try_now ai builders, llm gateway developers, multi-provider users, automation engineers, ai-curious readers, and any developer using more than one llm provider who needs unified access, automatic failover engineering teams that want unified multi-provider access -- the gateway", "material_mover": false }, { "id": "evt_db84ccd3ab4fdcc0d9a0", "entity_id": "gh:inclusionai/avernet", "item_url": "/item/inclusionai-avernet/", "title": "inclusionAI/Avernet", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 455, "after": 459, "explanation": "Stars changed: 455 → 459.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "agent_framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [], "search_text": "inclusionai/avernet inclusionai open_source agent_framework agent_framework silver conditional try_now agent builders ai platform engineers", "material_mover": false }, { "id": "evt_db6bb7c305478df52b64", "entity_id": "gh:github/copilot-sdk", "item_url": "/item/github-copilot-sdk/", "title": "github/copilot-sdk", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10375, "after": 10388, "explanation": "Stars changed: 10375 → 10388.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "agent_framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [], "search_text": "github/copilot-sdk github open_source agent_framework agent_framework gold low try_now agent builders ai platform engineers", "material_mover": false }, { "id": "evt_db5b0d48c1e4de7758ab", "entity_id": "gh:ontos-ai/knowhere", "item_url": "/item/ontos-ai-knowhere/", "title": "Ontos-AI/knowhere", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2375, "after": 2404, "explanation": "Stars changed: 2375 → 2404.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / RAG / Document", "section": "Memory Layer Between Unstructured Documents and", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "knowledge-system builders", "search engineers" ], "risk_categories": [], "search_text": "ontos-ai/knowhere ontos-ai open_source rag_knowledge rag_knowledge gold low try_now knowledge-system builders search engineers claude code langchain openai codex", "material_mover": false }, { "id": "evt_dad0f19f71a1cff3ac94", "entity_id": "gh:hatchet-dev/hatchet", "item_url": "/item/hatchet-dev-hatchet/", "title": "hatchet-dev/hatchet", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "py/1.37.1", "after": "py/1.37.2", "explanation": "Version changed: py/1.37.1 → py/1.37.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "backend engineers building production AI agent pipelines that need durable execution", "platform teams evaluating Temporal / Inngest / Celery / BullMQ for agent workloads" ], "risk_categories": [], "search_text": "hatchet-dev/hatchet hatchet-dev open_source other gold none try_now backend engineers building production ai agent pipelines that need durable execution platform teams evaluating temporal / inngest / celery / bullmq for agent workloads", "material_mover": false }, { "id": "evt_daa9bbb7505a9fecd28a", "entity_id": "gh:aayoawoyemi/ori-mnemos", "item_url": "/item/aayoawoyemi-ori-mnemos/", "title": "aayoawoyemi/Ori-Mnemos", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 318, "after": 319, "explanation": "Stars changed: 318 → 319.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Library", "section": "AI Agents / Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI agent builders who want a local-first persistent memory layer for agents with no vendor lock-in", "researchers who need an inspectable markdown-on-disk knowledge graph for agent memory experiments" ], "risk_categories": [], "search_text": "aayoawoyemi/ori-mnemos aayoawoyemi open_source rag_knowledge rag_knowledge silver low try_now ai agent builders who want a local-first persistent memory layer for agents with no vendor lock-in researchers who need an inspectable markdown-on-disk knowledge graph for agent memory experiments model context protocol model context protocol", "material_mover": false }, { "id": "evt_daa88e00223e55fc20ff", "entity_id": "gh:containers/kubernetes-mcp-server", "item_url": "/item/containers-kubernetes-mcp-server/", "title": "containers/kubernetes-mcp-server", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1947, "after": 1951, "explanation": "Stars changed: 1947 → 1951.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Kubernetes and platform operations", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "platform teams experimenting with agent-assisted Kubernetes support", "developers building internal tools that need cluster context through MCP" ], "risk_categories": [], "search_text": "containers/kubernetes-mcp-server containers open_source other gold high try_now platform teams experimenting with agent-assisted kubernetes support developers building internal tools that need cluster context through mcp model context protocol model context protocol", "material_mover": false }, { "id": "evt_da68b0b4d1a8088112f3", "entity_id": "gh:calesthio/openmontage", "item_url": "/item/calesthio-openmontage/", "title": "calesthio/OpenMontage", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 47745, "after": 47954, "explanation": "Stars changed: 47745 → 47954.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Audio / Multimodal AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "video creators", "growth teams" ], "risk_categories": [], "search_text": "calesthio/openmontage calesthio open_source other gold conditional try_now video creators growth teams claude openai", "material_mover": false }, { "id": "evt_da0a2f33059bd01f1431", "entity_id": "gh:repowise-dev/repowise", "item_url": "/item/repowise-dev-repowise/", "title": "repowise-dev/repowise", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.41.0", "after": "v0.42.0", "explanation": "Version changed: v0.41.0 → v0.42.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Coding / Code Intelligence", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI-assisted engineering teams", "tech leads" ], "risk_categories": [ "impact" ], "search_text": "repowise-dev/repowise repowise-dev open_source other gold conditional watch ai-assisted engineering teams tech leads model context protocol model context protocol", "material_mover": false }, { "id": "evt_d9f371bfbf6b842f768e", "entity_id": "gh:agentclientprotocol/agent-client-protocol", "item_url": "/item/acp-apache-2-0-open-standard-current-stable-v1-for-connecting-any-code-e/", "title": "ACP: Apache-2.0 Open Standard (Current Stable v1) for Connecting Any Code Editor to Any Coding Agent (JSON-RPC, 5 SDKs)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3957, "after": 3966, "explanation": "Stars changed: 3957 → 3966.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 9.0, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a", "Editor/agent developers + 5-SDK users that want the 5 first-party SDKs (Rust `agent-client-protocol` +" ], "risk_categories": [], "search_text": "acp: apache-2.0 open standard (current stable v1) for connecting any code editor to any coding agent (json-rpc, 5 sdks) agentclientprotocol open_source other gold low try_now coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a coding agent in their product without building a custom protocol br", "material_mover": false }, { "id": "evt_d9c5f5526a16108b1aa4", "entity_id": "gh:chopratejas/headroom", "item_url": "/item/chopratejas-headroom/", "title": "chopratejas/headroom", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.34.0", "after": "v0.35.0", "explanation": "Version changed: v0.34.0 → v0.35.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI coding-agent users", "RAG builders" ], "risk_categories": [ "account" ], "search_text": "chopratejas/headroom chopratejas open_source other gold conditional try_now ai coding-agent users rag builders anthropic claude code langchain model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_d9c26bb3054c3ff1f908", "entity_id": "gh:dmno-dev/varlock", "item_url": "/item/dmno-dev-varlock/", "title": "dmno-dev/varlock", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4147, "after": 4155, "explanation": "Stars changed: 4147 → 4155.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent-safe config and secret hygiene", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 7.1, "best_for": [ "teams trying to use coding agents without leaking raw environment secrets", "developers who want schema validation, leak scanning, and vault-backed config in one workflow" ], "risk_categories": [ "sensitive" ], "search_text": "dmno-dev/varlock dmno-dev open_source other gold conditional try_now teams trying to use coding agents without leaking raw environment secrets developers who want schema validation, leak scanning, and vault-backed config in one workflow", "material_mover": false }, { "id": "evt_d9bd30e7a17e744acbf9", "entity_id": "gh:tinqiao-oss/engramory", "item_url": "/item/tinqiao-oss-engramory/", "title": "tinqiao-oss/engramory", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 148, "after": 150, "explanation": "Stars changed: 148 → 150.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "File-Based Agent Memory Protocol", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Agent builders experimenting with file-first memory rather than a database", "Developers who want agent memory they can diff, edit, and audit in plain text" ], "risk_categories": [], "search_text": "tinqiao-oss/engramory tinqiao-oss open_source rag_knowledge rag_knowledge silver conditional worth_watch agent builders experimenting with file-first memory rather than a database developers who want agent memory they can diff, edit, and audit in plain text claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_d9a227a811ec37135fc8", "entity_id": "gh:shiwenwen/hope-agent", "item_url": "/item/shiwenwen-hope-agent/", "title": "shiwenwen/hope-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1402, "after": 1415, "explanation": "Stars changed: 1402 → 1415.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "power users", "self-hosters" ], "risk_categories": [], "search_text": "shiwenwen/hope-agent shiwenwen open_source other gold conditional try_now power users self-hosters anthropic claude google gemini model context protocol openai openai codex model context protocol", "material_mover": false }, { "id": "evt_d988ae10d1b5c2965a09", "entity_id": "gh:databendlabs/databend", "item_url": "/item/databend/", "title": "Databend", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9411, "after": 9412, "explanation": "Stars changed: 9411 → 9412.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.38, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "platform teams", "analytics owners" ], "risk_categories": [ "system" ], "search_text": "databend databendlabs open_source data_tooling data_tooling silver none try_now platform teams analytics owners serverless snowflake", "material_mover": false }, { "id": "evt_d9606eb729286eafb6af", "entity_id": "gh:stack-cairn/liveagent", "item_url": "/item/stack-cairn-liveagent/", "title": "Stack-Cairn/LiveAgent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1732, "after": 1740, "explanation": "Stars changed: 1732 → 1740.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "try_now", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local-first desktop agent with local tool", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.9, "best_for": [ "builders evaluating practical local-first agent desktops", "automation engineers testing MCP and Skills workflows on a real desktop runtime" ], "risk_categories": [], "search_text": "stack-cairn/liveagent stack-cairn open_source other silver high try_now builders evaluating practical local-first agent desktops automation engineers testing mcp and skills workflows on a real desktop runtime claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_d8f3960b216bd25bb078", "entity_id": "gh:moonshine-ai/moonshine", "item_url": "/item/moonshine-voice-mit-open-source-on-device-voice-toolkit-for-stt-tts-conv/", "title": "Moonshine Voice: MIT Open-Source On-Device Voice Toolkit for STT + TTS + Conversational Agents (Cross-Platform Python/iOS/Android/Mac/Linux/Windows/Raspberry Pi/Microcontrollers, 8,637*)", "category": "inference_runtime", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.1.1", "after": "v0.1.2", "explanation": "Version changed: v0.1.1 → v0.1.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "inference_runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [ "sensitive", "account" ], "search_text": "moonshine voice: mit open-source on-device voice toolkit for stt + tts + conversational agents (cross-platform python/ios/android/mac/linux/windows/raspberry pi/microcontrollers, 8,637*) moonshine-ai open_source inference_runtime inference_runtime gold low try_now ml infrastructure engineers model-serving teams", "material_mover": false }, { "id": "evt_d8ecf49b0aaa8f6189d8", "entity_id": "gh:helicone/helicone", "item_url": "/item/helicone-helicone/", "title": "Helicone/helicone", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6058, "after": 6063, "explanation": "Stars changed: 6058 → 6063.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "candidate", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "helicone/helicone helicone open_source other research gold none try_now ai developers technical founders langchain llamaindex openai", "material_mover": false }, { "id": "evt_d86cf8992d057d120d46", "entity_id": "gh:agent-field/agentfield", "item_url": "/item/agent-field-agentfield/", "title": "Agent-Field/agentfield", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.1.128-rc.2", "after": "v0.1.128-rc.3", "explanation": "Version changed: v0.1.128-rc.2 → v0.1.128-rc.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "teams deploying internal agents behind APIs", "platform engineers who need audit trails and approval steps" ], "risk_categories": [], "search_text": "agent-field/agentfield agent-field open_source other gold conditional try_now teams deploying internal agents behind apis platform engineers who need audit trails and approval steps kubernetes anthropic", "material_mover": false }, { "id": "evt_d824b2290d93bf04e9b1", "entity_id": "gh:surya-koritala/loomfeed", "item_url": "/item/surya-koritala-loomfeed/", "title": "surya-koritala/loomfeed", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "v1.5.0", "explanation": "Version changed: not recorded → v1.5.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Social for AI Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "agent-ecosystem teams evaluating 'AI agent as social participant' design patterns", "researchers studying claim provenance, reputation, and structured agent debate" ], "risk_categories": [ "provenance" ], "search_text": "surya-koritala/loomfeed surya-koritala open_source other silver none try_now agent-ecosystem teams evaluating 'ai agent as social participant' design patterns researchers studying claim provenance, reputation, and structured agent debate self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_d80f79fd2071e5b41bc9", "entity_id": "gh:affaan-m/ecc", "item_url": "/item/affaan-m-ecc/", "title": "affaan-m/ECC", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 239705, "after": 239937, "explanation": "Stars changed: 239705 → 239937.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Ops", "section": "AI Coding / Agent Ops", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "advanced coding-agent users", "teams standardizing workflows across multiple AI harnesses" ], "risk_categories": [], "search_text": "affaan-m/ecc affaan-m open_source coding_agent coding_agent gold conditional watch advanced coding-agent users teams standardizing workflows across multiple ai harnesses anthropic claude claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_d7cdc7ee714206927ebd", "entity_id": "gh:mateaix/mateclaw", "item_url": "/item/mateaix-mateclaw/", "title": "mateaix/mateclaw", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 959, "after": 975, "explanation": "Stars changed: 959 → 975.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive" ], "search_text": "mateaix/mateclaw mateaix open_source other silver none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_d79e1c3351c33b555b4b", "entity_id": "gh:microsoft/vitra", "item_url": "/item/microsoft-vitra/", "title": "microsoft/VITRA", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 470, "after": 472, "explanation": "Stars changed: 470 → 472.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "worth_watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Robotics and embodied AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 4.8, "best_for": [ "robotics ML teams comparing vision-language-action pretraining stacks", "research labs that need a maintained Microsoft baseline for manipulation models" ], "risk_categories": [], "search_text": "microsoft/vitra microsoft open_source other gold conditional worth_watch robotics ml teams comparing vision-language-action pretraining stacks research labs that need a maintained microsoft baseline for manipulation models", "material_mover": false }, { "id": "evt_d78ad333d55943dbef9f", "entity_id": "gh:workos/auth.md", "item_url": "/item/workos-auth-md/", "title": "workos/auth.md", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 573, "after": 575, "explanation": "Stars changed: 573 → 575.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "workos/auth.md workos open_source other silver none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_d753dd44517d83ecdf7a", "entity_id": "gh:yifanfeng97/hyper-extract", "item_url": "/item/yifanfeng97-hyper-extract/", "title": "yifanfeng97/Hyper-Extract", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3306, "after": 3311, "explanation": "Stars changed: 3306 → 3311.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Knowledge Extraction / RAG", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "researchers", "analysts" ], "risk_categories": [], "search_text": "yifanfeng97/hyper-extract yifanfeng97 open_source other gold conditional try_now researchers analysts", "material_mover": false }, { "id": "evt_d736be527d797ad7edfe", "entity_id": "gh:greyhaven-ai/autocontext", "item_url": "/item/greyhaven-ai-autocontext/", "title": "greyhaven-ai/autocontext", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "ts-v0.14.0", "after": "ts-v0.15.0", "explanation": "Version changed: ts-v0.14.0 → ts-v0.15.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.31, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "candidate", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "greyhaven-ai/autocontext greyhaven-ai open_source other rag_knowledge silver none try_now ai developers technical founders claude claude code openai codex", "material_mover": false }, { "id": "evt_d707a8514dd9738df8c0", "entity_id": "gh:datahub-project/datahub", "item_url": "/item/datahub-apache-2-0-context-platform-for-data-and-ai-stack-metadata-lake/", "title": "DataHub: Apache-2.0 Context Platform for Data and AI Stack (Metadata Lake + Data Catalog + Data Observability + Data Governance + ML + AI Agent Discovery, 12,226*, LinkedIn Origin)", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12520, "after": 12525, "explanation": "Stars changed: 12520 → 12525.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "data_tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "data engineers", "ML platform teams" ], "risk_categories": [], "search_text": "datahub: apache-2.0 context platform for data and ai stack (metadata lake + data catalog + data observability + data governance + ml + ai agent discovery, 12,226*, linkedin origin) datahub-project open_source data_tooling data_tooling gold low try_now data engineers ml platform teams", "material_mover": false }, { "id": "evt_d6e8ff1cb16186926673", "entity_id": "gh:promptdriven/pdd", "item_url": "/item/pdd-prompt-driven-development-cli-web-ui-for-ai-code-generation/", "title": "PDD: Prompt-Driven Development CLI + Web UI for AI Code Generation", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 838, "after": 839, "explanation": "Stars changed: 838 → 839.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "coding_agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Prompt engineers, AI code-generation developers, Python / TypeScript / Go developers, GitHub-issue-driven development", "Prompt engineers + AI code-generation developers that want the prompt-as-source-language (.prompt files are the" ], "risk_categories": [], "search_text": "pdd: prompt-driven development cli + web ui for ai code generation promptdriven open_source coding_agent coding_agent silver low try_now prompt engineers, ai code-generation developers, python / typescript / go developers, github-issue-driven development users, web-ui users, ci / automation users, ai-curious readers tracking the prompt engineers + ai code-ge", "material_mover": false }, { "id": "evt_d6d3a529f54a321e4aeb", "entity_id": "gh:callstack/agent-device", "item_url": "/item/callstack-agent-device/", "title": "callstack/agent-device", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4072, "after": 4088, "explanation": "Stars changed: 4072 → 4088.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Mobile Device Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI agent builders who need an MIT-licensed, open-source CLI that lets their agent drive real iOS and Android devices", "mobile QA teams who want a single end-to-end testing surface for Flutter, React Native, and Expo apps that AI agents" ], "risk_categories": [], "search_text": "callstack/agent-device callstack open_source other gold low try_now ai agent builders who need an mit-licensed, open-source cli that lets their agent drive real ios and android devices and simulators instead of only web browsers mobile qa teams who want a single end-to-end testing surface for flutter, react native, and expo apps that ai agents can call via m", "material_mover": false }, { "id": "evt_d6d2cfbbbac0470339ef", "entity_id": "gh:carla-simulator/carla", "item_url": "/item/carla-simulator-carla/", "title": "carla-simulator/carla", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14287, "after": 14293, "explanation": "Stars changed: 14287 → 14293.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 5.86, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "carla-simulator/carla carla-simulator open_source other bronze none watch ai developers technical founders", "material_mover": false }, { "id": "evt_d6cb7b8e63c30e1ac1a1", "entity_id": "gh:gradienthq/parallax", "item_url": "/item/gradienthq-parallax/", "title": "GradientHQ/parallax", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1365, "after": 1366, "explanation": "Stars changed: 1365 → 1366.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Apache-2.0 distributed inference framework for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 5.9, "best_for": [ "ml infra teams building their own distributed inference clusters", "power users comparing decentralized serving against vLLM-style single-cluster setups" ], "risk_categories": [], "search_text": "gradienthq/parallax gradienthq open_source other gold conditional try_now ml infra teams building their own distributed inference clusters power users comparing decentralized serving against vllm-style single-cluster setups", "material_mover": false }, { "id": "evt_d69123c8e4b8404cd0d8", "entity_id": "gh:learnprompt/humanize-ppt", "item_url": "/item/learnprompt-humanize-ppt/", "title": "LearnPrompt/humanize-ppt", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 868, "after": 871, "explanation": "Stars changed: 868 → 871.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "learnprompt/humanize-ppt learnprompt open_source other gold none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_d62eb8214df10a57d6b0", "entity_id": "gh:privatenumber/mac-ocr", "item_url": "/item/privatenumber-mac-ocr/", "title": "privatenumber/mac-ocr", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 494, "after": 493, "explanation": "Stars changed: 494 → 493.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Workflow Tool", "section": "Local AI / Document Workflow", "local_ai": true, "local_model_compatible": true, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "local AI users", "researchers scanning PDFs" ], "risk_categories": [ "account" ], "search_text": "privatenumber/mac-ocr privatenumber open_source other silver conditional try_now local ai users researchers scanning pdfs", "material_mover": false }, { "id": "evt_d6170464bd9074358590", "entity_id": "gh:ruc-nlpir/flashrag", "item_url": "/item/flashrag-mit-python-toolkit-for-efficient-rag-research-3-515-36-datasets/", "title": "FlashRAG: MIT Python Toolkit for Efficient RAG Research (3,515*, 36 Datasets + 23 Algorithms + 7 Reasoning Methods + WebUI, WWW 2025 Resource)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3538, "after": 3539, "explanation": "Stars changed: 3538 → 3539.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "flashrag: mit python toolkit for efficient rag research (3,515*, 36 datasets + 23 algorithms + 7 reasoning methods + webui, www 2025 resource) ruc-nlpir open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_d6001ba18dd9df9c93e3", "entity_id": "gh:ibm/mcp-context-forge", "item_url": "/item/ibm-mcp-context-forge/", "title": "IBM/mcp-context-forge", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4306, "after": 4315, "explanation": "Stars changed: 4306 → 4315.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Platform", "section": "AI Gateway", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "platform teams that need to federate the explosion of MCP servers, A2A agents, and REST/gRPC APIs behind one endpoint", "infra teams that need a vendor-neutral, observable, governable AI gateway without writing their own Envoy/Istio stack" ], "risk_categories": [ "account" ], "search_text": "ibm/mcp-context-forge ibm open_source other gold none try_now platform teams that need to federate the explosion of mcp servers, a2a agents, and rest/grpc apis behind one endpoint infra teams that need a vendor-neutral, observable, governable ai gateway without writing their own envoy/istio stack docker kubernetes model context protocol model context protoco", "material_mover": false }, { "id": "evt_d5f15c873021e97cd6d3", "entity_id": "gh:accio-lab/dressage", "item_url": "/item/accio-lab-dressage/", "title": "Accio-Lab/Dressage", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 579, "after": 580, "explanation": "Stars changed: 579 → 580.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent RL Training Framework", "section": "Apache-2.0 Scalable RL Framework for Any Agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system", "account" ], "search_text": "accio-lab/dressage accio-lab open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_d5e755eff1ebb5eb3a44", "entity_id": "gh:brexhq/crabtrap", "item_url": "/item/brexhq-crabtrap/", "title": "brexhq/CrabTrap", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 728, "after": 733, "explanation": "Stars changed: 728 → 733.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Outbound HTTP/HTTPS proxy with", "section": "MIT outbound HTTP/HTTPS proxy that sits between", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Security and platform teams running AI coding agents (Claude Code, Codex, Cursor, OpenCode, Hermes, custom harnesses)", "Engineering teams that want a default-deny agent network perimeter without rewriting their agent harness (set" ], "risk_categories": [], "search_text": "brexhq/crabtrap brexhq open_source other gold conditional try_now security and platform teams running ai coding agents (claude code, codex, cursor, opencode, hermes, custom harnesses) that call external apis (slack, gmail, github, internal services, vendor saas) engineering teams that want a default-deny agent network perimeter without rewriting their agent", "material_mover": false }, { "id": "evt_d5b924d501774214d4cb", "entity_id": "gh:eigent-ai/eigent", "item_url": "/item/eigent-ai-eigent/", "title": "eigent-ai/eigent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14963, "after": 14988, "explanation": "Stars changed: 14963 → 14988.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Desktop / Cowork", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI power users who want a self-hostable Cowork desktop with multi-agent orchestration", "knowledge workers who want parallel research, coding, and summarization agents in one workspace" ], "risk_categories": [], "search_text": "eigent-ai/eigent eigent-ai open_source other gold medium try_now ai power users who want a self-hostable cowork desktop with multi-agent orchestration knowledge workers who want parallel research, coding, and summarization agents in one workspace", "material_mover": false }, { "id": "evt_d5add25a0473e42308e1", "entity_id": "gh:shadcn/improve", "item_url": "/item/shadcn-improve/", "title": "shadcn/improve", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8844, "after": 8862, "explanation": "Stars changed: 8844 → 8862.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent skill that audits any", "section": "MIT agent skill (Agent Skills format) that", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Engineering teams running Claude Code / Cursor / Codex / OpenCode who want their most capable model to do the part", "Engineering managers who want a single command (`/improve`) that maps a repo's stack + conventions + build/test/lint" ], "risk_categories": [], "search_text": "shadcn/improve shadcn open_source coding_agent coding_agent gold low try_now engineering teams running claude code / cursor / codex / opencode who want their most capable model to do the part where intelligence compounds (audit + spec) and their cheaper models to do the part engineering managers who want a single command (`/improve`) that maps a repo's stack", "material_mover": false }, { "id": "evt_d59ef714dd2da3f6f64b", "entity_id": "gh:cisco-ai-defense/defenseclaw", "item_url": "/item/cisco-ai-defense-defenseclaw/", "title": "cisco-ai-defense/defenseclaw", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 818, "after": 819, "explanation": "Stars changed: 818 → 819.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "security", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "security engineers", "AI assurance teams" ], "risk_categories": [], "search_text": "cisco-ai-defense/defenseclaw cisco-ai-defense open_source security security gold none try_now security engineers ai assurance teams", "material_mover": false }, { "id": "evt_d587be08956fb8abb6ee", "entity_id": "gh:jianchang512/pyvideotrans", "item_url": "/item/jianchang512-pyvideotrans/", "title": "jianchang512/pyvideotrans", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 18664, "after": 18676, "explanation": "Stars changed: 18664 → 18676.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "GPL-3.0 video translation, transcription", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "creators producing multilingual video or subtitle workflows", "developers automating transcription, translation, and dubbing pipelines" ], "risk_categories": [], "search_text": "jianchang512/pyvideotrans jianchang512 open_source other gold conditional try_now creators producing multilingual video or subtitle workflows developers automating transcription, translation, and dubbing pipelines", "material_mover": false }, { "id": "evt_d55b368e34ce40a53cbb", "entity_id": "gh:rohitg00/agentmemory", "item_url": "/item/rohitg00-agentmemory/", "title": "rohitg00/agentmemory", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 26916, "after": 26963, "explanation": "Stars changed: 26916 → 26963.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Agent Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Power users who rotate between multiple coding agents and want one persistent memory substrate", "Teams trying to reduce repeated context loading and prompt restatement costs" ], "risk_categories": [], "search_text": "rohitg00/agentmemory rohitg00 open_source rag_knowledge rag_knowledge gold conditional try_now power users who rotate between multiple coding agents and want one persistent memory substrate teams trying to reduce repeated context loading and prompt restatement costs claude openai codex", "material_mover": false }, { "id": "evt_d53a9e7a2d1a976cd8bf", "entity_id": "gh:taewooopark/agent-blackbox", "item_url": "/item/taewooopark-agent-blackbox/", "title": "TaewoooPark/Agent-Blackbox", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 70, "after": 72, "explanation": "Stars changed: 70 → 72.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Observability", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Developers who want a clearer post-run picture than linear agent logs provide", "Operators trying to understand context waste and handoff quality across Claude Code and OpenCode sessions" ], "risk_categories": [], "search_text": "taewooopark/agent-blackbox taewooopark open_source coding_agent coding_agent gold conditional try_now developers who want a clearer post-run picture than linear agent logs provide operators trying to understand context waste and handoff quality across claude code and opencode sessions claude", "material_mover": false }, { "id": "evt_d4f59ee5802f0b97bcc5", "entity_id": "gh:microsoft/agent-governance-toolkit", "item_url": "/item/microsoft-agent-governance-toolkit/", "title": "microsoft/agent-governance-toolkit", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5892, "after": 5902, "explanation": "Stars changed: 5892 → 5902.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Library", "section": "Agent Security / Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "platform teams that need a vendor-neutral governance layer across multiple agent frameworks (LangChain, CrewAI", "security teams that need policy-as-code (YAML / Rego) enforcement for agent tool calls and inter-agent messaging" ], "risk_categories": [ "system" ], "search_text": "microsoft/agent-governance-toolkit microsoft open_source security security gold none try_now platform teams that need a vendor-neutral governance layer across multiple agent frameworks (langchain, crewai, autogen, custom) security teams that need policy-as-code (yaml / rego) enforcement for agent tool calls and inter-agent messaging", "material_mover": false }, { "id": "evt_d494f1cadc60997dc1ed", "entity_id": "gh:apify/apify-mcp-server", "item_url": "/item/apify-apify-mcp-server/", "title": "apify/apify-mcp-server", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3402, "after": 3534, "explanation": "Stars changed: 3402 → 3534.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.35, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "candidate", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive", "system", "account" ], "search_text": "apify/apify-mcp-server apify open_source other data_tooling silver conditional try_now ai developers technical founders model context protocol model context protocol", "material_mover": true }, { "id": "evt_d4376cf2511e47d9d613", "entity_id": "gh:jazzyalex/agent-sessions", "item_url": "/item/jazzyalex-agent-sessions/", "title": "jazzyalex/agent-sessions", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 773, "after": 779, "explanation": "Stars changed: 773 → 779.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Desktop AI / Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Mac developers", "people juggling multiple coding agents" ], "risk_categories": [], "search_text": "jazzyalex/agent-sessions jazzyalex open_source other silver conditional try_now mac developers people juggling multiple coding agents anthropic claude code openai openai codex", "material_mover": false }, { "id": "evt_d4304b176b6fc262f352", "entity_id": "gh:googleapis/mcp-toolbox", "item_url": "/item/googleapis-mcp-toolbox/", "title": "googleapis/mcp-toolbox", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 16159, "after": 16168, "explanation": "Stars changed: 16159 → 16168.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 7.25, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Top New Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "candidate", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "googleapis/mcp-toolbox googleapis open_source other data_tooling silver medium try_now ai developers technical founders mongodb mysql postgresql redis", "material_mover": false }, { "id": "evt_d409d670d105cac86a35", "entity_id": "gh:capitalone/vulnhunter", "item_url": "/item/capitalone-vulnhunter/", "title": "capitalone/VulnHunter", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 908, "after": 911, "explanation": "Stars changed: 908 → 911.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Secure code review", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 4.6, "best_for": [ "application security teams evaluating AI-assisted source review", "engineering groups that want exploit-path reasoning instead of raw pattern floods" ], "risk_categories": [], "search_text": "capitalone/vulnhunter capitalone open_source other silver high worth_watch application security teams evaluating ai-assisted source review engineering groups that want exploit-path reasoning instead of raw pattern floods", "material_mover": false }, { "id": "evt_d3d9b471d95b3f60a72d", "entity_id": "gh:qwenlm/qwen-code", "item_url": "/item/qwenlm-qwen-code/", "title": "QwenLM/qwen-code", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 26944, "after": 26978, "explanation": "Stars changed: 26944 → 26978.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "AI Coding", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI coding users", "developers who prefer terminal workflows" ], "risk_categories": [ "system" ], "search_text": "qwenlm/qwen-code qwenlm open_source other gold conditional try_now ai coding users developers who prefer terminal workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_d3d478cf9d1b4bb5ba01", "entity_id": "gh:alchaincyf/huashu-design", "item_url": "/item/alchaincyf-huashu-design/", "title": "alchaincyf/huashu-design", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 22906, "after": 22971, "explanation": "Stars changed: 22906 → 22971.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Claude Code Design", "section": "MIT HTML-Native Design Skill for Claude Code /", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "technical creators", "product teams" ], "risk_categories": [], "search_text": "alchaincyf/huashu-design alchaincyf open_source creative_tool creative_tool gold low try_now technical creators product teams", "material_mover": false }, { "id": "evt_d3d2f16bc2b96acd53b6", "entity_id": "gh:sipeed/picoclaw", "item_url": "/item/sipeed-picoclaw/", "title": "sipeed/picoclaw", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 29852, "after": 29853, "explanation": "Stars changed: 29852 → 29853.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Assistant", "section": "Local AI / Agent Runtime", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "local AI users building home-lab assistants", "makers repurposing old phones or tiny Linux boards" ], "risk_categories": [], "search_text": "sipeed/picoclaw sipeed open_source agent_framework agent_framework gold medium try_now local ai users building home-lab assistants makers repurposing old phones or tiny linux boards", "material_mover": false }, { "id": "evt_d3c5b1eaa6ba06c5f136", "entity_id": "gh:caudena/beam_weaver", "item_url": "/item/caudena-beam-weaver/", "title": "caudena/beam_weaver", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.1.15", "after": "v0.1.16", "explanation": "Version changed: v0.1.15 → v0.1.16.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Elixir Runtime", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Elixir teams that want agent and graph workflows inside existing OTP applications", "Builders who need human-in-the-loop controls, tracing, and durable execution without a Python sidecar" ], "risk_categories": [], "search_text": "caudena/beam_weaver caudena open_source other silver conditional worth_watch elixir teams that want agent and graph workflows inside existing otp applications builders who need human-in-the-loop controls, tracing, and durable execution without a python sidecar langchain", "material_mover": false }, { "id": "evt_d365c500b8c1197f3ce2", "entity_id": "gh:dhruvanbhalara/flutter_agent_lens", "item_url": "/item/dhruvanbhalara-flutter-agent-lens/", "title": "dhruvanbhalara/flutter_agent_lens", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.7.2", "after": "v1.7.3", "explanation": "Version changed: v1.7.2 → v1.7.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Flutter developers debugging jank, memory leaks, or rebuild churn", "Mobile teams that want MCP-native runtime inspection instead of log-copying loops" ], "risk_categories": [], "search_text": "dhruvanbhalara/flutter_agent_lens dhruvanbhalara open_source other gold conditional try_now flutter developers debugging jank, memory leaks, or rebuild churn mobile teams that want mcp-native runtime inspection instead of log-copying loops", "material_mover": false }, { "id": "evt_d330c72b3d7961daa3a8", "entity_id": "gh:deusjin/subforge", "item_url": "/item/deusjin-subforge/", "title": "deusjin/subforge", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 98, "after": 99, "explanation": "Stars changed: 98 → 99.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Subtitle CLI", "section": "Creator Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Creators localizing recurring videos or course content", "DevRel teams building a repeatable subtitle workflow around local transcription" ], "risk_categories": [], "search_text": "deusjin/subforge deusjin open_source creative_tool creative_tool silver conditional try_now creators localizing recurring videos or course content devrel teams building a repeatable subtitle workflow around local transcription openai", "material_mover": false }, { "id": "evt_d30fd97f88785674d8cb", "entity_id": "gh:wecode-ai/wegent", "item_url": "/item/wecode-ai-wegent/", "title": "wecode-ai/Wegent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 708, "after": 709, "explanation": "Stars changed: 708 → 709.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Agent OS", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Platform teams building an internal agent runtime on top of open-source code", "Startups that need a maintainable agent OS base before custom orchestration is justified" ], "risk_categories": [], "search_text": "wecode-ai/wegent wecode-ai open_source other gold low try_now platform teams building an internal agent runtime on top of open-source code startups that need a maintainable agent os base before custom orchestration is justified claude code openai codex", "material_mover": false }, { "id": "evt_d2dea2dd94ab0f14df8e", "entity_id": "gh:datascale-ai/opentalking", "item_url": "/item/datascale-ai-opentalking/", "title": "datascale-ai/opentalking", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2762, "after": 2772, "explanation": "Stars changed: 2762 → 2772.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Real-time digital-human", "section": "Multimodal AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Any developer or research team that wants to build a real-time digital-human conversation product (healthcare", "Anyone who wants to prototype quickly — the mock/driverless mode lets you validate the API + TTS + WebRTC path in" ], "risk_categories": [ "impact" ], "search_text": "datascale-ai/opentalking datascale-ai open_source other silver low try_now any developer or research team that wants to build a real-time digital-human conversation product (healthcare guidance, live commerce, tourism guides, e-commerce livestream, customer service) anyone who wants to prototype quickly — the mock/driverless mode lets you validate the api", "material_mover": false }, { "id": "evt_d2d95eeb86d4be577dd9", "entity_id": "gh:marcusquinn/aidevops", "item_url": "/item/marcusquinn-aidevops/", "title": "marcusquinn/aidevops", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 372, "after": 373, "explanation": "Stars changed: 372 → 373.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.95, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [ "account" ], "search_text": "marcusquinn/aidevops marcusquinn open_source coding_agent coding_agent silver none watch software engineers developer-tool teams claude", "material_mover": false }, { "id": "evt_d2d22b811e0d5c0c6965", "entity_id": "gh:agentjido/jido", "item_url": "/item/agentjido-jido/", "title": "agentjido/jido", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1802, "after": 1804, "explanation": "Stars changed: 1802 → 1804.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agent / Framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Elixir / OTP engineers who want a fault-tolerant agent framework on the BEAM with native supervision and concurrency", "Distributed-systems builders who need actions, signals, and directives wired into OTP without re-implementing fault" ], "risk_categories": [], "search_text": "agentjido/jido agentjido open_source agent_framework agent_framework silver low try_now elixir / otp engineers who want a fault-tolerant agent framework on the beam with native supervision and concurrency distributed-systems builders who need actions, signals, and directives wired into otp without re-implementing fault tolerance", "material_mover": false }, { "id": "evt_d2b2d53f587fc9bef320", "entity_id": "gh:docling-project/docling", "item_url": "/item/docling-project-docling/", "title": "docling-project/docling", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 64668, "after": 64722, "explanation": "Stars changed: 64668 → 64722.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Document intelligence", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 7.2, "best_for": [ "developers building document extraction, OCR, and structured-ingestion pipelines", "teams preparing internal PDFs and mixed-format files for RAG or workflow automation" ], "risk_categories": [], "search_text": "docling-project/docling docling-project open_source other gold conditional try_now developers building document extraction, ocr, and structured-ingestion pipelines teams preparing internal pdfs and mixed-format files for rag or workflow automation", "material_mover": false }, { "id": "evt_d2a7a4a3d9c2215cdff1", "entity_id": "gh:sunholo-data/ailang", "item_url": "/item/sunholo-data-ailang/", "title": "sunholo-data/ailang", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.33.0", "after": "v0.33.1", "explanation": "Version changed: v0.33.0 → v0.33.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Programming Language / AI Code Substrate", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI agent builders who want a deterministic, effect-typed execution substrate for AI-generated code with per-model", "Programming-language researchers who want a purely functional language with reflectable, verifiable, serializable" ], "risk_categories": [], "search_text": "sunholo-data/ailang sunholo-data open_source other silver low try_now ai agent builders who want a deterministic, effect-typed execution substrate for ai-generated code with per-model benchmark evidence programming-language researchers who want a purely functional language with reflectable, verifiable, serializable semantics and a public 33-benchmark dashboa", "material_mover": false }, { "id": "evt_d29295dbcca6b1a39280", "entity_id": "gh:msitarzewski/agency-agents", "item_url": "/item/msitarzewski-agency-agents/", "title": "msitarzewski/agency-agents", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 144417, "after": 145123, "explanation": "Stars changed: 144417 → 145123.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Skills Installer", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers and builders comparing role-based agent workflows", "Teams that want one installer path across Claude Code, Cursor, Codex, Gemini CLI, and OpenCode" ], "risk_categories": [], "search_text": "msitarzewski/agency-agents msitarzewski open_source other gold none try_now developers and builders comparing role-based agent workflows teams that want one installer path across claude code, cursor, codex, gemini cli, and opencode", "material_mover": false }, { "id": "evt_d28dd1c48dddd755fbf2", "entity_id": "gh:vercel/workflow", "item_url": "/item/vercel-workflow-durable-async-javascript-sdk-for-apps-and-ai-agents/", "title": "Vercel Workflow: Durable Async JavaScript SDK for Apps and AI Agents", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2312, "after": 2314, "explanation": "Stars changed: 2312 → 2314.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "TypeScript / Node.js developers, AI agent developers, Next.js developers, Vercel platform users, async workflow users", "TypeScript / Node.js developers + AI agent developers that want the 'use workflow' / 'use step' directives (the" ], "risk_categories": [], "search_text": "vercel workflow: durable async javascript sdk for apps and ai agents vercel open_source other gold low try_now typescript / node.js developers, ai agent developers, next.js developers, vercel platform users, async workflow users, ai-curious readers tracking the durable-runtime space, engineering teams wiring typescript / node.js developers + ai agent develop", "material_mover": false }, { "id": "evt_d284cac304b406761355", "entity_id": "gh:yzhao062/agent-style", "item_url": "/item/yzhao062-agent-style/", "title": "yzhao062/agent-style", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 618, "after": 624, "explanation": "Stars changed: 618 → 624.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "worth_watch", "score": 6.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "AI tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Loading a 21-rule English-writing ruleset into Claude Code, Codex, Cursor, Aider, GitHub Copilot, Windsurf, Kiro", "Cutting AI-tell violations in technical prose (PR descriptions, design-doc sections, paper sections, READMEs" ], "risk_categories": [], "search_text": "yzhao062/agent-style yzhao062 open_source other silver low worth_watch loading a 21-rule english-writing ruleset into claude code, codex, cursor, aider, github copilot, windsurf, kiro, replit agent, or any agents.md-compliant ai agent at generation time cutting ai-tell violations in technical prose (pr descriptions, design-doc sections, paper sections, readm", "material_mover": false }, { "id": "evt_d2315e3a1c7fbbcf8431", "entity_id": "gh:iofficeai/aionui", "item_url": "/item/iofficeai-aionui/", "title": "iOfficeAI/AionUi", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.1.54", "after": "v2.1.55", "explanation": "Version changed: v2.1.54 → v2.1.55.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.41, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Workstation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers", "office teams" ], "risk_categories": [ "system" ], "search_text": "iofficeai/aionui iofficeai open_source other silver none try_now developers office teams claude code google gemini openai codex", "material_mover": false }, { "id": "evt_d2294d0c54dee97c1f82", "entity_id": "gh:k2-fsa/sherpa-onnx", "item_url": "/item/k2-fsa-sherpa-onnx/", "title": "k2-fsa/sherpa-onnx", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14135, "after": 14158, "explanation": "Stars changed: 14135 → 14158.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local speech stack", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.3, "best_for": [ "developers adding local transcription or TTS to desktop, mobile, or edge apps", "teams evaluating offline speech pipelines before committing to hosted speech APIs" ], "risk_categories": [], "search_text": "k2-fsa/sherpa-onnx k2-fsa open_source other gold conditional try_now developers adding local transcription or tts to desktop, mobile, or edge apps teams evaluating offline speech pipelines before committing to hosted speech apis", "material_mover": false }, { "id": "evt_d21d9ea3ac3747e1b3d0", "entity_id": "gh:quentinfuxa/whisperlivekit", "item_url": "/item/quentinfuxa-whisperlivekit/", "title": "QuentinFuxa/WhisperLiveKit", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10605, "after": 10607, "explanation": "Stars changed: 10605 → 10607.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Low-latency speech-to-text", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.0, "best_for": [ "developers building local or self-hosted speech interfaces that need a ready transcription service", "teams replacing paid API transcription calls with an inspectable in-house pipeline" ], "risk_categories": [], "search_text": "quentinfuxa/whisperlivekit quentinfuxa open_source other gold conditional try_now developers building local or self-hosted speech interfaces that need a ready transcription service teams replacing paid api transcription calls with an inspectable in-house pipeline", "material_mover": false }, { "id": "evt_d1f6d4107640ce1a5688", "entity_id": "gh:dsta022/lerobot-rgb-rgbd-vla-dataset-toolkit", "item_url": "/item/dsta022-lerobot-rgb-rgbd-vla-dataset-toolkit/", "title": "dsta022/lerobot-rgb-rgbd-vla-dataset-toolkit", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 420, "after": 437, "explanation": "Stars changed: 420 → 437.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "dsta022/lerobot-rgb-rgbd-vla-dataset-toolkit dsta022 open_source other silver none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_d1cd7b969c1b4689c8f3", "entity_id": "gh:agentscope-ai/qwenpaw", "item_url": "/item/agentscope-ai-qwenpaw/", "title": "agentscope-ai/QwenPaw", "category": "agent_framework", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.1.0-beta.4", "after": "v2.1.0", "explanation": "Version changed: v2.1.0-beta.4 → v2.1.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI power users", "automation builders" ], "risk_categories": [], "search_text": "agentscope-ai/qwenpaw agentscope-ai open_source agent_framework agent_framework gold conditional try_now ai power users automation builders self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_d197afa8b9fa8177aba5", "entity_id": "gh:unstructured-io/unstructured", "item_url": "/item/unstructured-io-unstructured/", "title": "Unstructured-IO/unstructured", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 15304, "after": 15309, "explanation": "Stars changed: 15304 → 15309.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Document ETL for LLM apps", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "teams building retrieval or extraction systems that need a stable open source document preprocessing layer", "developers converting PDFs, Office files, emails, and images into chunkable structured text for model workflows" ], "risk_categories": [], "search_text": "unstructured-io/unstructured unstructured-io open_source other gold conditional try_now teams building retrieval or extraction systems that need a stable open source document preprocessing layer developers converting pdfs, office files, emails, and images into chunkable structured text for model workflows langchain", "material_mover": false }, { "id": "evt_d18d03a8283158b7b0f8", "entity_id": "gh:fastrepl/anarlog", "item_url": "/item/fastrepl-anarlog/", "title": "fastrepl/anarlog", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "desktop_v1.4.8", "after": "desktop_v1.4.9", "explanation": "Version changed: desktop_v1.4.8 → desktop_v1.4.9.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": true, "local_model_compatible": true, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive", "account" ], "search_text": "fastrepl/anarlog fastrepl open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_d17aad92be38ed7f5c5d", "entity_id": "gh:assistant-ui/assistant-ui", "item_url": "/item/assistant-ui-assistant-ui/", "title": "assistant-ui/assistant-ui", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 11607, "after": 11637, "explanation": "Stars changed: 11607 → 11637.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "assistant-ui/assistant-ui assistant-ui open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_d14f72a478f9017c9ea8", "entity_id": "gh:spiceai/spiceai", "item_url": "/item/spiceai-spiceai/", "title": "spiceai/spiceai", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3064, "after": 3063, "explanation": "Stars changed: 3064 → 3063.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Database / Engine", "section": "Rust Data-Grounded SQL + Search + LLM-Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "data teams building AI products", "MLOps teams needing low-latency retrieval" ], "risk_categories": [], "search_text": "spiceai/spiceai spiceai open_source data_tooling data_tooling gold low try_now data teams building ai products mlops teams needing low-latency retrieval", "material_mover": false }, { "id": "evt_d14ccc619888cbe0a1be", "entity_id": "gh:nvidia/openshell", "item_url": "/item/nvidia-openshell/", "title": "NVIDIA/OpenShell", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8137, "after": 8163, "explanation": "Stars changed: 8137 → 8163.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Runtime", "section": "Agent Security / Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "platform teams running autonomous agents that handle credentials, production data, or infra", "security teams that need declarative, auditable policy enforcement for agent tool calls" ], "risk_categories": [ "sensitive", "system", "account" ], "search_text": "nvidia/openshell nvidia open_source security security gold conditional try_now platform teams running autonomous agents that handle credentials, production data, or infra security teams that need declarative, auditable policy enforcement for agent tool calls", "material_mover": false }, { "id": "evt_d13cfddf63a072ec9975", "entity_id": "gh:katipally/openlive", "item_url": "/item/katipally-openlive/", "title": "katipally/openlive", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 244, "after": 245, "explanation": "Stars changed: 244 → 245.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 7.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "On-device voice and vision layer for agents", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "builders who want a local speech layer instead of paying for a hosted realtime stack", "developers wiring voice control into coding agents or other ACP-compatible tools" ], "risk_categories": [], "search_text": "katipally/openlive katipally open_source other silver medium worth_watch builders who want a local speech layer instead of paying for a hosted realtime stack developers wiring voice control into coding agents or other acp-compatible tools claude code openai codex", "material_mover": false }, { "id": "evt_d10f5d0826bde010c8b6", "entity_id": "gh:radixark/miles", "item_url": "/item/radixark-miles/", "title": "radixark/miles", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1971, "after": 1984, "explanation": "Stars changed: 1971 → 1984.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Training & Post-Training", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "candidate", "setup_ease": 4.2, "best_for": [ "AI research teams and post-training engineers who need a serious RL framework for trillion-parameter model training", "teams already using SGLang for inference who want a paired training runtime that shares the same rollout surface" ], "risk_categories": [], "search_text": "radixark/miles radixark open_source other research gold none try_now ai research teams and post-training engineers who need a serious rl framework for trillion-parameter model training teams already using sglang for inference who want a paired training runtime that shares the same rollout surface", "material_mover": false }, { "id": "evt_d0f2df72cd3345253872", "entity_id": "gh:k-dense-ai/scientific-agent-skills", "item_url": "/item/k-dense-ai-scientific-agent-skills-v2-52-0/", "title": "K-Dense-AI/scientific-agent-skills v2.52.0", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 33324, "after": 33427, "explanation": "Stars changed: 33324 → 33427.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "AI Scientific Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "research automation", "academic labs" ], "risk_categories": [], "search_text": "k-dense-ai/scientific-agent-skills v2.52.0 k-dense-ai open_source other silver conditional watch research automation academic labs claude", "material_mover": false }, { "id": "evt_d0bda5ea85ce496a3a62", "entity_id": "gh:evalstate/fast-agent", "item_url": "/item/evalstate-fast-agent/", "title": "evalstate/fast-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3886, "after": 3889, "explanation": "Stars changed: 3886 → 3889.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Framework", "section": "AI Agents / Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "agent builders", "developers comparing local agent frameworks" ], "risk_categories": [ "system" ], "search_text": "evalstate/fast-agent evalstate open_source other gold conditional try_now agent builders developers comparing local agent frameworks model context protocol model context protocol", "material_mover": false }, { "id": "evt_d0b29723a39964c86e1c", "entity_id": "gh:riccardo8888/agent-link", "item_url": "/item/riccardo8888-agent-link/", "title": "Riccardo8888/agent-link", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "v2.3.0", "explanation": "Version changed: not recorded → v2.3.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "agent developers who need E2E-encrypted agent-to-agent messaging", "regulated-industry teams running agents on private infrastructure" ], "risk_categories": [], "search_text": "riccardo8888/agent-link riccardo8888 open_source other silver low try_now agent developers who need e2e-encrypted agent-to-agent messaging regulated-industry teams running agents on private infrastructure claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_d083f43f9732b241e3a9", "entity_id": "gh:containers/ramalama", "item_url": "/item/containers-ramalama/", "title": "containers/ramalama", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2994, "after": 3000, "explanation": "Stars changed: 2994 → 3000.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI Infrastructure", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 7.5, "best_for": [ "developers testing local inference across laptops, desktops, and servers", "teams that already use Podman or Docker and want a cleaner local AI workflow" ], "risk_categories": [], "search_text": "containers/ramalama containers open_source other inference_runtime gold conditional try_now developers testing local inference across laptops, desktops, and servers teams that already use podman or docker and want a cleaner local ai workflow vllm", "material_mover": false }, { "id": "evt_d073f0e65cfb6107238e", "entity_id": "gh:ruvnet/metaharness", "item_url": "/item/ruvnet-metaharness/", "title": "ruvnet/metaharness", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 573, "after": 577, "explanation": "Stars changed: 573 → 577.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Harness Generator", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Teams building internal coding-agent wrappers around important repositories", "Developers who want repo-specific agent packages instead of another generic chat shell" ], "risk_categories": [ "system" ], "search_text": "ruvnet/metaharness ruvnet open_source other gold conditional try_now teams building internal coding-agent wrappers around important repositories developers who want repo-specific agent packages instead of another generic chat shell claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_d06d7640c511dd64be60", "entity_id": "gh:noonghunna/club-3090", "item_url": "/item/noonghunna-club-3090/", "title": "noonghunna/club-3090", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1930, "after": 1933, "explanation": "Stars changed: 1930 → 1933.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "RTX 3090/4090/5090 community", "section": "Apache-2.0 community recipes for serving LLMs", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Home-lab developers and small teams running one or two RTX 3090s (or 4090/5090) who want a measured, reproducible", "Users who already have a 3090 and a modern 27B-class model in mind (Qwen3.6-27B, Gemma 4 31B, Qwen3.6 35B-A3B, Gemma 4" ], "risk_categories": [], "search_text": "noonghunna/club-3090 noonghunna open_source inference_runtime inference_runtime gold low try_now home-lab developers and small teams running one or two rtx 3090s (or 4090/5090) who want a measured, reproducible llm-serving stack without picking vllm vs llama.cpp vs ik_llama from first principles users who already have a 3090 and a modern 27b-class model in m", "material_mover": false }, { "id": "evt_d04a38383218b487293c", "entity_id": "gh:vitali87/code-graph-rag", "item_url": "/item/vitali87-code-graph-rag/", "title": "vitali87/code-graph-rag", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4058, "after": 4186, "explanation": "Stars changed: 4058 → 4186.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Codebase graph RAG", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 4.6, "best_for": [ "developers exploring graph-backed code understanding for large or multi-language repositories", "teams comparing structured codebase context systems before adopting a heavier internal assistant stack" ], "risk_categories": [], "search_text": "vitali87/code-graph-rag vitali87 open_source other silver conditional worth_watch developers exploring graph-backed code understanding for large or multi-language repositories teams comparing structured codebase context systems before adopting a heavier internal assistant stack claude code model context protocol model context protocol", "material_mover": true }, { "id": "evt_d01a65b3e0c90382d72d", "entity_id": "gh:browser-use/browser-use", "item_url": "/item/browser-use-browser-use/", "title": "browser-use/browser-use", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 108945, "after": 109111, "explanation": "Stars changed: 108945 → 109111.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "installed_and_tested", "type": "Tool", "section": "AI Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "browser automation builders", "workflow/agent engineers" ], "risk_categories": [], "search_text": "browser-use/browser-use browser-use open_source other silver conditional watch browser automation builders workflow/agent engineers", "material_mover": false }, { "id": "evt_d0119dcc037847ab1e66", "entity_id": "gh:ten-framework/ten-framework", "item_url": "/item/ten-framework-ten-framework/", "title": "TEN-framework/ten-framework", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 11040, "after": 11043, "explanation": "Stars changed: 11040 → 11043.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "ten-framework/ten-framework ten-framework open_source other gold none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_cff66929ffd092816530", "entity_id": "gh:ongridio/ongrid", "item_url": "/item/ongridio-ongrid/", "title": "ongridio/ongrid", "category": "business_workflow", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 634, "after": 636, "explanation": "Stars changed: 634 → 636.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / DevOps / SRE", "section": "Apache-2.0 Ops AI Agent for SRE / Network / DB", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "technical founders", "operations teams" ], "risk_categories": [], "search_text": "ongridio/ongrid ongridio open_source business_workflow business_workflow gold conditional try_now technical founders operations teams self-hosted grafana opentelemetry prometheus", "material_mover": false }, { "id": "evt_cff5377c5727183857c5", "entity_id": "gh:infiniflow/infinity", "item_url": "/item/infiniflow-infinity/", "title": "infiniflow/infinity", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "v0.7.3", "explanation": "Version changed: not recorded → v0.7.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "RAG / Vector / Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI engineering teams and platform teams who need a real Apache-2.0 AI-native database that combines dense / sparse /", "teams that want the same underlying database that powers infiniflow/ragflow as a stand-alone Apache-2.0 component" ], "risk_categories": [], "search_text": "infiniflow/infinity infiniflow open_source other gold low try_now ai engineering teams and platform teams who need a real apache-2.0 ai-native database that combines dense / sparse / tensor / full-text search in a single c++20 system teams that want the same underlying database that powers infiniflow/ragflow as a stand-alone apache-2.0 component", "material_mover": false }, { "id": "evt_cfd611b36b4cdb78f237", "entity_id": "gh:copilotkit/opentag", "item_url": "/item/copilotkit-opentag/", "title": "CopilotKit/OpenTag", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1065, "after": 1073, "explanation": "Stars changed: 1065 → 1073.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Open-source Claude-in-Slack", "section": "Agent Platform / Slack Integration", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Engineering teams, SRE / DevOps teams, product teams, and AI-coding enthusiasts who want an open-source", "Teams that already use Discord / Telegram / WhatsApp as their primary chat platform and want the same open-source" ], "risk_categories": [], "search_text": "copilotkit/opentag copilotkit open_source other gold low try_now engineering teams, sre / devops teams, product teams, and ai-coding enthusiasts who want an open-source, self-hostable, byok alternative to anthropic's paid claude-in-slack — slack-native ai agent teams that already use discord / telegram / whatsapp as their primary chat platform and want the", "material_mover": false }, { "id": "evt_cf724e6a97b769460ad4", "entity_id": "gh:yolfinance/yolfi-agent", "item_url": "/item/yolfinance-yolfi-agent/", "title": "yolfinance/yolfi-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 203, "after": 204, "explanation": "Stars changed: 203 → 204.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "indie builders", "AI app developers" ], "risk_categories": [ "impact" ], "search_text": "yolfinance/yolfi-agent yolfinance open_source other silver conditional watch indie builders ai app developers model context protocol model context protocol webhooks", "material_mover": false }, { "id": "evt_cf503f63c0b16ae9b3b7", "entity_id": "gh:vinhnx/vtcode", "item_url": "/item/vt-code-rust-coding-agent-with-multi-provider-open-protocols/", "title": "VT Code: Rust Coding Agent with Multi-Provider + Open Protocols", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 798, "after": 802, "explanation": "Stars changed: 798 → 802.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Rust developers, AI agent developers, AI coding agent users, OS-native-sandboxing users, multi-provider users, MCP/A2A", "Rust developers + AI agent developers that want the OS-native sandboxing (the consumer gets a restricted shell sandbox" ], "risk_categories": [ "system" ], "search_text": "vt code: rust coding agent with multi-provider + open protocols vinhnx open_source other silver low try_now rust developers, ai agent developers, ai coding agent users, os-native-sandboxing users, multi-provider users, mcp/a2a users, ai-curious readers tracking the rust coding agent space, engineering rust developers + ai agent developers that want the os-na", "material_mover": false }, { "id": "evt_cf2bf22ecb8b1cac1387", "entity_id": "gh:flowiseai/flowise", "item_url": "/item/flowiseai-flowise/", "title": "FlowiseAI/Flowise", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "active", "after": "archived", "explanation": "Maintenance changed: active → archived.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Visual AI Agent Builder", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "flowiseai/flowise flowiseai open_source other silver conditional worth_watch ai developers technical founders langchain openai", "material_mover": false }, { "id": "evt_cf29d7797803faa7d0ca", "entity_id": "gh:archive228/loopkit", "item_url": "/item/archive228-loopkit/", "title": "Archive228/loopkit", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 747, "after": 749, "explanation": "Stars changed: 747 → 749.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Drop-in .claude/ harness + 33", "section": "Claude Code / Coding Agent Skills", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI-coding power users, agent developers, automation builders, engineering teams, DevOps engineers, SREs, engineering", "Engineering teams that want a Plan-Act-Verify loop runner for long-running coding workflows -- run.sh reads PROMPT.md" ], "risk_categories": [], "search_text": "archive228/loopkit archive228 open_source other silver low try_now ai-coding power users, agent developers, automation builders, engineering teams, devops engineers, sres, engineering managers, ai-curious readers, founder-ctos, technical writers, and any developer engineering teams that want a plan-act-verify loop runner for long-running coding workflows --", "material_mover": false }, { "id": "evt_cf21e75ac9b89685721c", "entity_id": "gh:assafelovic/gpt-researcher", "item_url": "/item/assafelovic-gpt-researcher/", "title": "assafelovic/gpt-researcher", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 28943, "after": 28961, "explanation": "Stars changed: 28943 → 28961.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research & Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers who need source-linked technical and market scan summaries", "Product builders who want a practical retrieval + synthesis starting point for AI workflows" ], "risk_categories": [], "search_text": "assafelovic/gpt-researcher assafelovic open_source other gold low try_now researchers who need source-linked technical and market scan summaries product builders who want a practical retrieval + synthesis starting point for ai workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_cec665f22041104b1ead", "entity_id": "gh:memodb-io/acontext", "item_url": "/item/memodb-io-acontext/", "title": "memodb-io/Acontext", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "active", "after": "maintained", "explanation": "Maintenance changed: active → maintained.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Agent Memory and Skills", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent builders who need an Apache-2.0-licensed, open-source context-data platform that turns agent skills and", "platform engineering teams who want an OSS agent-memory backend that captures skill state, context, and learning" ], "risk_categories": [], "search_text": "memodb-io/acontext memodb-io open_source other gold low try_now ai agent builders who need an apache-2.0-licensed, open-source context-data platform that turns agent skills and self-evolving memory into a first-class runtime layer for ai agents platform engineering teams who want an oss agent-memory backend that captures skill state, context, and learning ac", "material_mover": false }, { "id": "evt_cea483fa64f9d7a44b37", "entity_id": "gh:untrivial-ai/agent-orchestrator", "item_url": "/item/untrivial-ai-agent-orchestrator/", "title": "Untrivial-ai/agent-orchestrator", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9434, "after": 9489, "explanation": "Stars changed: 9434 → 9489.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "engineering teams who run more than one AI coding agent at once and want a single supervisor to handle CI failures", "platform teams who want to standardize agent CI feedback across Claude Code / Codex / Aider / OpenCode / Cursor / Qwen" ], "risk_categories": [], "search_text": "untrivial-ai/agent-orchestrator untrivial-ai open_source other gold none try_now engineering teams who run more than one ai coding agent at once and want a single supervisor to handle ci failures, merge conflicts, and review comments platform teams who want to standardize agent ci feedback across claude code / codex / aider / opencode / cursor / qwen / copil", "material_mover": false }, { "id": "evt_ce96483568f90c4ecf15", "entity_id": "gh:uzairansaruzi/hermex", "item_url": "/item/uzairansaruzi-hermex/", "title": "uzairansaruzi/hermex", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1069, "after": 1076, "explanation": "Stars changed: 1069 → 1076.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "iOS Cockpit for Self-Hosted", "section": "AI Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Self-hosted AI agent users who run Hermes (hermes-webui) on a server and want a native iPhone cockpit to talk to it —", "Hermes (hermes-webui) operators who want to debug or steer their agent from the phone — the mid-flight steer/stop" ], "risk_categories": [], "search_text": "uzairansaruzi/hermex uzairansaruzi open_source other silver low try_now self-hosted ai agent users who run hermes (hermes-webui) on a server and want a native iphone cockpit to talk to it — install the app from the app store (id6767006319), point it at the user's hermes (hermes-webui) operators who want to debug or steer their agent from the phone — the", "material_mover": false }, { "id": "evt_ce836c3b46fd1ea23b58", "entity_id": "gh:aaif-goose/goose", "item_url": "/item/aaif-goose-goose/", "title": "aaif-goose/goose", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 52720, "after": 52767, "explanation": "Stars changed: 52720 → 52767.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.43, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_ce574a54fe18be5c3171", "entity_id": "gh:getagentseal/codeburn", "item_url": "/item/getagentseal-codeburn/", "title": "getagentseal/codeburn", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9254, "after": 9308, "explanation": "Stars changed: 9254 → 9308.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "engineering leads", "AI coding power users" ], "risk_categories": [ "system", "account" ], "search_text": "getagentseal/codeburn getagentseal open_source other gold conditional try_now engineering leads ai coding power users claude code openai codex", "material_mover": false }, { "id": "evt_ce4579b891f49fadb06f", "entity_id": "gh:javis603/token-monitor", "item_url": "/item/javis603-token-monitor/", "title": "Javis603/token-monitor", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1322, "after": 1346, "explanation": "Stars changed: 1322 → 1346.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 5.34, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "javis603/token-monitor javis603 open_source other other bronze none watch ai developers technical founders self-hosted claude code openai codex", "material_mover": false }, { "id": "evt_ce41a640b4e1caf46f8c", "entity_id": "gh:traceloop/openllmetry", "item_url": "/item/traceloop-openllmetry/", "title": "traceloop/openllmetry", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7374, "after": 7376, "explanation": "Stars changed: 7374 → 7376.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "LLM observability and tracing", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.6, "best_for": [ "teams shipping RAG or agent systems that need trace visibility", "platform engineers standardizing LLM telemetry on OpenTelemetry" ], "risk_categories": [], "search_text": "traceloop/openllmetry traceloop open_source other gold conditional try_now teams shipping rag or agent systems that need trace visibility platform engineers standardizing llm telemetry on opentelemetry opentelemetry", "material_mover": false }, { "id": "evt_ce07164a42c05110fe49", "entity_id": "gh:foglamp-labs/foglamp", "item_url": "/item/foglamp-labs-foglamp/", "title": "foglamp-labs/foglamp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 294, "after": 296, "explanation": "Stars changed: 294 → 296.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "SDK Telemetry", "section": "Evaluation and Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "Vercel AI SDK teams that need cost and latency telemetry fast", "Product engineers debugging prompt failures across generateText and streamText calls" ], "risk_categories": [ "account" ], "search_text": "foglamp-labs/foglamp foglamp-labs open_source other research silver conditional worth_watch vercel ai sdk teams that need cost and latency telemetry fast product engineers debugging prompt failures across generatetext and streamtext calls", "material_mover": false }, { "id": "evt_cdf256bbb69a7735b0c6", "entity_id": "gh:cherryhq/cherry-studio", "item_url": "/item/cherryhq-cherry-studio/", "title": "CherryHQ/cherry-studio", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 50348, "after": 50421, "explanation": "Stars changed: 50348 → 50421.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Productivity", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI power users", "local AI users" ], "risk_categories": [], "search_text": "cherryhq/cherry-studio cherryhq open_source other gold conditional try_now ai power users local ai users claude code openai codex", "material_mover": false }, { "id": "evt_cdbb8e1f96e9a85f3534", "entity_id": "gh:akitaonrails/ai-usagebar", "item_url": "/item/ai-usagebar-mit-rust-multi-vendor-ai-quota-tracker-claude-codex-glm-open/", "title": "AI-Usagebar: MIT Rust Multi-Vendor AI Quota Tracker (Claude + Codex + GLM + OpenRouter + DeepSeek, Waybar + TUI)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 257, "after": 258, "explanation": "Stars changed: 257 → 258.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Arch Linux + waybar users who want a single AI quota widget for multiple vendors (Claude + Codex + GLM + OpenRouter +", "Waybar users + 5-vendor users that want the 5 vendors (Anthropic Claude Max 20x session/weekly/sonnet/extra-usage +" ], "risk_categories": [], "search_text": "ai-usagebar: mit rust multi-vendor ai quota tracker (claude + codex + glm + openrouter + deepseek, waybar + tui) akitaonrails open_source other silver low try_now arch linux + waybar users who want a single ai quota widget for multiple vendors (claude + codex + glm + openrouter + deepseek) without maintaining per-vendor scripts + multi-monitor waybar users w", "material_mover": false }, { "id": "evt_cd322321301e0c21987f", "entity_id": "gh:nextlevelbuilder/ui-ux-pro-max-skill", "item_url": "/item/nextlevelbuilder-ui-ux-pro-max-skill/", "title": "nextlevelbuilder/ui-ux-pro-max-skill", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 116069, "after": 116415, "explanation": "Stars changed: 116069 → 116415.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Design Intelligence Skill for UI/UX", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "technical creators", "product teams" ], "risk_categories": [ "account" ], "search_text": "nextlevelbuilder/ui-ux-pro-max-skill nextlevelbuilder open_source creative_tool creative_tool gold low try_now technical creators product teams claude claude code openai codex", "material_mover": false }, { "id": "evt_cd1a11e49406d10063de", "entity_id": "gh:rocketride-org/rocketride-server", "item_url": "/item/rocketride-org-rocketride-server/", "title": "rocketride-org/rocketride-server", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6085, "after": 6129, "explanation": "Stars changed: 6085 → 6129.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Developer Tools / AI-Engineering", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI engineers and MLEs who want a self-hosted AI pipeline runtime with a C++ core and a VS Code authoring flow", "Platform teams who need a portable JSON pipeline format with Python and TypeScript SDKs for cross-runtime reuse" ], "risk_categories": [], "search_text": "rocketride-org/rocketride-server rocketride-org open_source other gold low try_now ai engineers and mles who want a self-hosted ai pipeline runtime with a c++ core and a vs code authoring flow platform teams who need a portable json pipeline format with python and typescript sdks for cross-runtime reuse model context protocol model context protocol sdk", "material_mover": false }, { "id": "evt_cd080476e9d160114a37", "entity_id": "gh:gentleman-programming/gentle-ai", "item_url": "/item/gentle-ai-mit-go-based-ai-agent-ecosystem-configurator-persistent-memory/", "title": "Gentle-AI: MIT Go-Based AI Agent Ecosystem Configurator (Persistent Memory + SDD Workflows + Skills + MCP + AI Provider Switcher, 4,709*, Real Go Binary with cmd/internal/e2e)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5613, "after": 5651, "explanation": "Stars changed: 5613 → 5651.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "gentle-ai: mit go-based ai agent ecosystem configurator (persistent memory + sdd workflows + skills + mcp + ai provider switcher, 4,709*, real go binary with cmd/internal/e2e) gentleman-programming open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_cd015c553d31fd4b2896", "entity_id": "gh:nvlabs/sparda", "item_url": "/item/nvlabs-sparda/", "title": "NVlabs/SparDA", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 61, "after": 65, "explanation": "Stars changed: 61 → 65.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "track", "score": 7.4, "entity_kind": "research", "verification_stage": "discovered", "type": "Research", "section": "Model Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Inference engineers exploring long-context efficiency improvements", "ML researchers benchmarking sparse-attention variants" ], "risk_categories": [], "search_text": "nvlabs/sparda nvlabs research research research silver none track inference engineers exploring long-context efficiency improvements ml researchers benchmarking sparse-attention variants", "material_mover": false }, { "id": "evt_ccf2500d75ad2606e753", "entity_id": "gh:cosmicstack-labs/mercury-agent", "item_url": "/item/cosmicstack-labs-mercury-agent/", "title": "cosmicstack-labs/mercury-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2996, "after": 2997, "explanation": "Stars changed: 2996 → 2997.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Agent Runtime", "section": "Soul-Driven Multi-Channel AI Agent With", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "cosmicstack-labs/mercury-agent cosmicstack-labs open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_cce6c75175f058cc7c3c", "entity_id": "gh:valkor-ai/loom", "item_url": "/item/valkor-ai-loom/", "title": "valkor-ai/loom", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 775, "after": 784, "explanation": "Stars changed: 775 → 784.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Delivery Harness", "section": "Coding Workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers running longer multi-step features that keep breaking when chat context compresses", "Teams comparing harness layers for Codex, Claude Code, or OpenCode instead of one-off prompt files" ], "risk_categories": [], "search_text": "valkor-ai/loom valkor-ai open_source other gold conditional try_now developers running longer multi-step features that keep breaking when chat context compresses teams comparing harness layers for codex, claude code, or opencode instead of one-off prompt files", "material_mover": false }, { "id": "evt_cc765a09758adc7437cd", "entity_id": "gh:mlflow/mlflow", "item_url": "/item/mlflow-mlflow/", "title": "mlflow/mlflow", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 27485, "after": 27503, "explanation": "Stars changed: 27485 → 27503.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "LLMOps and evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.8, "best_for": [ "teams shipping agent or LLM features that need one observability and evaluation control plane", "platform engineers replacing separate tracing, prompt, and monitoring tools with one open stack" ], "risk_categories": [], "search_text": "mlflow/mlflow mlflow open_source other gold conditional try_now teams shipping agent or llm features that need one observability and evaluation control plane platform engineers replacing separate tracing, prompt, and monitoring tools with one open stack langchain openai", "material_mover": false }, { "id": "evt_cc07744c3c8defd0805e", "entity_id": "gh:ollama/ollama", "item_url": "/item/ollama-ollama-v0-30-10/", "title": "ollama/ollama v0.30.10", "category": "inference_runtime", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.32.9", "after": "v0.32.10", "explanation": "Version changed: v0.32.9 → v0.32.10.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "installed_and_tested", "type": "Infrastructure", "section": "Local AI Runtime", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.2, "best_for": [ "local AI builders", "developers running on Macs" ], "risk_categories": [], "search_text": "ollama/ollama v0.30.10 ollama open_source inference_runtime inference_runtime gold conditional try_now local ai builders developers running on macs", "material_mover": false }, { "id": "evt_cbcd609afdf5c3812e20", "entity_id": "gh:farion1231/cc-switch", "item_url": "/item/farion1231-cc-switch/", "title": "farion1231/cc-switch", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 126704, "after": 127000, "explanation": "Stars changed: 126704 → 127000.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI coding-agent users", "developer tool evaluators" ], "risk_categories": [ "account" ], "search_text": "farion1231/cc-switch farion1231 open_source other gold conditional try_now ai coding-agent users developer tool evaluators claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_cbca2385191f28c8be3b", "entity_id": "gh:0dust/okfy", "item_url": "/item/0dust-okfy/", "title": "0dust/OKFy", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 64, "after": 65, "explanation": "Stars changed: 64 → 65.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "RAG / Knowledge Systems", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "documentation teams", "RAG builders" ], "risk_categories": [], "search_text": "0dust/okfy 0dust open_source other silver none try_now documentation teams rag builders model context protocol model context protocol", "material_mover": false }, { "id": "evt_cbc1bfdf3e9fc9f046a9", "entity_id": "gh:yishentu/claudian", "item_url": "/item/yishentu-claudian/", "title": "YishenTu/claudian", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14729, "after": 14759, "explanation": "Stars changed: 14729 → 14759.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "worth_watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "AI note-taking and coding workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "Obsidian users who want coding or research agents to work directly inside their vault", "builders comparing local knowledge-base workflows against browser-only chat tools" ], "risk_categories": [], "search_text": "yishentu/claudian yishentu open_source other gold high worth_watch obsidian users who want coding or research agents to work directly inside their vault builders comparing local knowledge-base workflows against browser-only chat tools claude code openai codex", "material_mover": false }, { "id": "evt_cbb6cc5f4db0dcf4b2f1", "entity_id": "gh:surya-koritala/loomfeed", "item_url": "/item/surya-koritala-loomfeed/", "title": "surya-koritala/loomfeed", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 161, "after": 212, "explanation": "Stars changed: 161 → 212.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Social for AI Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "agent-ecosystem teams evaluating 'AI agent as social participant' design patterns", "researchers studying claim provenance, reputation, and structured agent debate" ], "risk_categories": [ "provenance" ], "search_text": "surya-koritala/loomfeed surya-koritala open_source other silver none try_now agent-ecosystem teams evaluating 'ai agent as social participant' design patterns researchers studying claim provenance, reputation, and structured agent debate self-hosted model context protocol model context protocol", "material_mover": true }, { "id": "evt_cb70d40da0d4280b1f89", "entity_id": "gh:interviewstreet/hiring-agent", "item_url": "/item/interviewstreet-hiring-agent/", "title": "interviewstreet/hiring-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6857, "after": 6878, "explanation": "Stars changed: 6857 → 6878.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Resume-to-Score Pipeline", "section": "MIT HackerRank Resume-to-Score Pipeline with", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive" ], "search_text": "interviewstreet/hiring-agent interviewstreet open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_cb6c7f3cc5dbfe2abede", "entity_id": "gh:madslorentzen/ai-job-search", "item_url": "/item/madslorentzen-ai-job-search/", "title": "MadsLorentzen/ai-job-search", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 31359, "after": 31527, "explanation": "Stars changed: 31359 → 31527.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "madslorentzen/ai-job-search madslorentzen open_source other gold none try_now ai developers technical founders claude code", "material_mover": false }, { "id": "evt_cb4a0df850a153499467", "entity_id": "gh:supermemoryai/smfs", "item_url": "/item/supermemoryai-smfs/", "title": "supermemoryai/smfs", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 472, "after": 473, "explanation": "Stars changed: 472 → 473.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Infrastructure Tool", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who want one memory surface for PDFs, images, notes, and structured recall", "Teams experimenting with retrieval layers that feel like local files instead of bespoke APIs" ], "risk_categories": [], "search_text": "supermemoryai/smfs supermemoryai open_source other silver conditional try_now agent builders who want one memory surface for pdfs, images, notes, and structured recall teams experimenting with retrieval layers that feel like local files instead of bespoke apis", "material_mover": false }, { "id": "evt_cb193d4f91908adf77b0", "entity_id": "gh:chaitanyagiri/munder-difflin", "item_url": "/item/chaitanyagiri-munder-difflin/", "title": "chaitanyagiri/munder-difflin", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.4.0", "after": "v0.4.3", "explanation": "Version changed: v0.4.0 → v0.4.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "worth_watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Ops Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 4.2, "best_for": [ "Developers already using Claude Code, Codex, OpenCode, Crush, or pi.dev in parallel", "Agent operators who want local oversight, approvals, and worktree isolation" ], "risk_categories": [ "system" ], "search_text": "chaitanyagiri/munder-difflin chaitanyagiri open_source other agent_framework gold medium worth_watch developers already using claude code, codex, opencode, crush, or pi.dev in parallel agent operators who want local oversight, approvals, and worktree isolation claude code", "material_mover": false }, { "id": "evt_cb134c8f79d6b18428b5", "entity_id": "gh:testsprite/testsprite-cli", "item_url": "/item/testsprite-testsprite-cli/", "title": "TestSprite/testsprite-cli", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2832, "after": 2844, "explanation": "Stars changed: 2832 → 2844.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Testing / QA", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "engineering teams adopting AI QA", "QA leads" ], "risk_categories": [], "search_text": "testsprite/testsprite-cli testsprite open_source coding_agent coding_agent gold conditional try_now engineering teams adopting ai qa qa leads", "material_mover": false }, { "id": "evt_cafbbf840338d5800e66", "entity_id": "gh:tauricresearch/tradingagents", "item_url": "/item/tauricresearch-tradingagents/", "title": "TauricResearch/TradingAgents", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 97825, "after": 98002, "explanation": "Stars changed: 97825 → 98002.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Framework", "section": "AI Agents / Finance", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI quants who want a role-divided multi-agent trading framework they can extend", "fintech engineers who need a self-hostable LLM-backed trading research harness" ], "risk_categories": [ "impact" ], "search_text": "tauricresearch/tradingagents tauricresearch open_source agent_framework agent_framework gold low try_now ai quants who want a role-divided multi-agent trading framework they can extend fintech engineers who need a self-hostable llm-backed trading research harness", "material_mover": false }, { "id": "evt_cae746c05ee3535ac78d", "entity_id": "gh:codeabra/iai-personal-memory-engine", "item_url": "/item/codeabra-iai-personal-memory-engine/", "title": "CodeAbra/iai-personal-memory-engine", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 494, "after": 500, "explanation": "Stars changed: 494 → 500.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Memory Engine", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers using Claude Code, Codex, Cursor, Gemini CLI, or Hermes across long-lived projects", "Builders who want local memory without shipping project history to a hosted memory service" ], "risk_categories": [], "search_text": "codeabra/iai-personal-memory-engine codeabra open_source rag_knowledge rag_knowledge gold conditional try_now developers using claude code, codex, cursor, gemini cli, or hermes across long-lived projects builders who want local memory without shipping project history to a hosted memory service claude claude code google gemini model context protocol openai co", "material_mover": false }, { "id": "evt_cab72b2533358feadcef", "entity_id": "gh:opencoworkai/open-cowork", "item_url": "/item/opencoworkai-open-cowork/", "title": "OpenCoworkAI/open-cowork", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2016, "after": 2021, "explanation": "Stars changed: 2016 → 2021.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Personal Assistant", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Individual developers who want a Claude-Code-style agent running as a real desktop app on Windows or macOS", "AI power users who want a one-click install of Claude Code, MCP tools, and Skills into a sandbox" ], "risk_categories": [ "system" ], "search_text": "opencoworkai/open-cowork opencoworkai open_source agent_framework agent_framework gold medium try_now individual developers who want a claude-code-style agent running as a real desktop app on windows or macos ai power users who want a one-click install of claude code, mcp tools, and skills into a sandbox anthropic claude code model context protocol model con", "material_mover": false }, { "id": "evt_caa257f5c3c32ef33f34", "entity_id": "gh:techjarves/odysseus-portable", "item_url": "/item/techjarves-odysseus-portable/", "title": "techjarves/Odysseus-Portable", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 110, "after": 111, "explanation": "Stars changed: 110 → 111.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local Workspace", "section": "Local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Local AI users who want a self-contained workspace instead of a system-wide install", "Consultants or tinkerers carrying an offline-friendly AI setup between Windows, macOS, and Linux machines" ], "risk_categories": [], "search_text": "techjarves/odysseus-portable techjarves open_source other silver conditional worth_watch local ai users who want a self-contained workspace instead of a system-wide install consultants or tinkerers carrying an offline-friendly ai setup between windows, macos, and linux machines", "material_mover": false }, { "id": "evt_ca8858b0b6f57e6fc09e", "entity_id": "gh:ggml-org/llama-macos", "item_url": "/item/llama-mit-cosy-home-for-local-llms-macos-menu-bar-app-from-the-ggml-org/", "title": "Llama: MIT Cosy Home for Local LLMs (macOS Menu Bar App from the GGML Org, OpenAI-Compatible Local Server)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1430, "after": 1435, "explanation": "Stars changed: 1430 → 1435.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "macOS users who want to run local LLMs on their Mac without the privacy cost of closed SaaS + developers building", "macOS users + standard-API-surface users that want the local OpenAI-compatible server at `http://localhost:8080/v1`" ], "risk_categories": [ "sensitive" ], "search_text": "llama: mit cosy home for local llms (macos menu bar app from the ggml org, openai-compatible local server) ggml-org open_source other silver low try_now macos users who want to run local llms on their mac without the privacy cost of closed saas + developers building local-ai features who need a standard openai-compatible local server + ai app macos users + s", "material_mover": false }, { "id": "evt_ca7d2d5e9d858994eb1c", "entity_id": "gh:comet-ml/opik", "item_url": "/item/opik-apache-2-0-open-source-ai-observability-evaluation-and-optimization/", "title": "Opik: Apache-2.0 Open-Source AI Observability, Evaluation, and Optimization Platform (Tracing + Eval + Opik Optimizer)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 21332, "after": 21356, "explanation": "Stars changed: 21332 → 21356.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "LLM app developers building RAG chatbots / code assistants / complex agentic systems + AI engineers running production", "LLM app developers + tracing-surface users that want the tracing (LLM calls / tool calls / agent steps / RAG retrieval" ], "risk_categories": [], "search_text": "opik: apache-2.0 open-source ai observability, evaluation, and optimization platform (tracing + eval + opik optimizer) comet-ml open_source other gold low try_now llm app developers building rag chatbots / code assistants / complex agentic systems + ai engineers running production llm traffic who need tracing + eval + optimization + data scientists managing", "material_mover": false }, { "id": "evt_ca4d4979db9404293f8b", "entity_id": "gh:xytom/coding-tools-mcp", "item_url": "/item/xytom-coding-tools-mcp/", "title": "xyTom/coding-tools-mcp", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.2.2", "after": "v0.3.0", "explanation": "Version changed: v0.2.2 → v0.3.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model-Neutral Coding-Agent MCP", "section": "Apache-2.0 Model-Neutral Coding-Agent MCP", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "xytom/coding-tools-mcp xytom open_source other gold low try_now ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_c9ca0e212558d2d4bc9d", "entity_id": "gh:learningcircuit/local-deep-research", "item_url": "/item/learningcircuit-local-deep-research/", "title": "LearningCircuit/local-deep-research", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8902, "after": 8914, "explanation": "Stars changed: 8902 → 8914.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "RAG / Knowledge", "local_ai": true, "local_model_compatible": true, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "product builders adding explainable retrieval", "teams using private docs and local-first workflows" ], "risk_categories": [], "search_text": "learningcircuit/local-deep-research learningcircuit open_source other gold conditional try_now product builders adding explainable retrieval teams using private docs and local-first workflows self-hosted anthropic ollama openai", "material_mover": false }, { "id": "evt_c9c0968053e27cf3a885", "entity_id": "gh:agentteamhq/agentteam-email", "item_url": "/item/agentteamhq-agentteam-email/", "title": "agentteamhq/agentteam-email", "category": "business_workflow", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 65, "after": 62, "explanation": "Stars changed: 65 → 62.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Email Infrastructure", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Teams giving AI agents real inbound and outbound email responsibilities on company domains", "Operators who need mailbox-level auditability and message evidence instead of hidden SMTP side effects" ], "risk_categories": [ "sensitive", "account", "provenance" ], "search_text": "agentteamhq/agentteam-email agentteamhq open_source business_workflow business_workflow gold conditional try_now teams giving ai agents real inbound and outbound email responsibilities on company domains operators who need mailbox-level auditability and message evidence instead of hidden smtp side effects docker kubernetes self-hosted", "material_mover": false }, { "id": "evt_c929f0c49a26430858c0", "entity_id": "gh:open-metadata/openmetadata", "item_url": "/item/open-metadata-openmetadata/", "title": "open-metadata/OpenMetadata", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14859, "after": 14870, "explanation": "Stars changed: 14859 → 14870.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Data Context / AI Metadata Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data platform teams who need an Apache-2.0 unified metadata platform with 80+ connectors, knowledge-graph-backed", "AI builders who need an AI-ready metadata API that LLM agents and RAG systems can query for schema, ownership" ], "risk_categories": [], "search_text": "open-metadata/openmetadata open-metadata open_source data_tooling data_tooling silver low try_now data platform teams who need an apache-2.0 unified metadata platform with 80+ connectors, knowledge-graph-backed lineage, and a data-quality engine ai builders who need an ai-ready metadata api that llm agents and rag systems can query for schema, ownership, lin", "material_mover": false }, { "id": "evt_c91d2ca66ecd569a393b", "entity_id": "gh:xingkongliang/skills-manager", "item_url": "/item/xingkongliang-skills-manager/", "title": "xingkongliang/skills-manager", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3697, "after": 3714, "explanation": "Stars changed: 3697 → 3714.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "xingkongliang/skills-manager xingkongliang open_source other gold none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_c90558b3e514765f840f", "entity_id": "gh:alibaba/page-agent", "item_url": "/item/alibaba-page-agent/", "title": "alibaba/page-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 28598, "after": 28617, "explanation": "Stars changed: 28598 → 28617.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.38, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "alibaba/page-agent alibaba open_source other silver none try_now ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_c8fb832238555e60a51f", "entity_id": "gh:huangchihhungleo/claude-real-video", "item_url": "/item/huangchihhungleo-claude-real-video/", "title": "HUANGCHIHHUNGLeo/claude-real-video", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2006, "after": 2014, "explanation": "Stars changed: 2006 → 2014.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Video Frame Extractor", "section": "AI Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent developers and Claude Code users who want a local-first video-to-LLM bridge that ships as a skill", "Video / media researchers, RAG teams, knowledge-base builders, and content / e-learning creators who need a tool that" ], "risk_categories": [], "search_text": "huangchihhungleo/claude-real-video huangchihhungleo open_source other gold conditional try_now ai agent developers and claude code users who want a local-first video-to-llm bridge that ships as a skill (`skills/claude-real-video/`) for one-command install and that runs scene-change-aware video / media researchers, rag teams, knowledge-base builders, and cont", "material_mover": false }, { "id": "evt_c8f81d3016f21a852d8c", "entity_id": "gh:oomol-lab/open-connector", "item_url": "/item/oomol-lab-open-connector/", "title": "oomol-lab/open-connector", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4616, "after": 4658, "explanation": "Stars changed: 4616 → 4658.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Open-source alternative to", "section": "MCP Servers", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI agent developers and platform teams who need a vendor-neutral, open-source alternative to Composio for agent-ready", "MCP-aware coding agent users (Claude Code, Cursor, Codex CLI, Gemini CLI, Qwen Code) who want a single MCP server that" ], "risk_categories": [], "search_text": "oomol-lab/open-connector oomol-lab open_source other gold low try_now ai agent developers and platform teams who need a vendor-neutral, open-source alternative to composio for agent-ready saas auth, tools, and integrations — without the per-action pricing or the mcp-aware coding agent users (claude code, cursor, codex cli, gemini cli, qwen code) who want a", "material_mover": false }, { "id": "evt_c8f06997ee3c6db6bdd5", "entity_id": "gh:luce-org/lucebox-hub", "item_url": "/item/luce-org-lucebox-hub/", "title": "Luce-Org/lucebox-hub", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2739, "after": 2744, "explanation": "Stars changed: 2739 → 2744.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "local-AI builders running on a single 4090/5090", "teams that want higher tokens/sec without paying for a datacenter GPU" ], "risk_categories": [ "account" ], "search_text": "luce-org/lucebox-hub luce-org open_source inference_runtime inference_runtime gold none try_now local-ai builders running on a single 4090/5090 teams that want higher tokens/sec without paying for a datacenter gpu", "material_mover": false }, { "id": "evt_c8ddda1e128dccbad9da", "entity_id": "gh:nolanx-ai/nolanx.ai", "item_url": "/item/nolanx-ai-nolanx-ai/", "title": "nolanx-ai/nolanx.ai", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1601, "after": 1609, "explanation": "Stars changed: 1601 → 1609.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "nolanx-ai/nolanx.ai nolanx-ai open_source other silver none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_c8d12cd16311cb3092a1", "entity_id": "gh:verl-project/verl-omni", "item_url": "/item/verl-project-verl-omni/", "title": "verl-project/verl-omni", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 784, "after": 789, "explanation": "Stars changed: 784 → 789.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "verl-project/verl-omni verl-project open_source other gold none try_now ai developers technical founders vllm", "material_mover": false }, { "id": "evt_c8bda903b1e7c7ace0d5", "entity_id": "gh:ninjahawk/subtext", "item_url": "/item/ninjahawk-subtext/", "title": "ninjahawk/Subtext", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 237, "after": 238, "explanation": "Stars changed: 237 → 238.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "worth_watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "ninjahawk/subtext ninjahawk open_source other silver none worth_watch ai developers technical founders", "material_mover": false }, { "id": "evt_c8b63651dd046ee2ff99", "entity_id": "gh:karanb192/hindcast", "item_url": "/item/karanb192-hindcast/", "title": "karanb192/hindcast", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "v0.1.2", "explanation": "Version changed: not recorded → v0.1.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Claude Code Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Claude Code users who want to search their session history", "engineering teams auditing Claude Code usage" ], "risk_categories": [], "search_text": "karanb192/hindcast karanb192 open_source other silver low try_now claude code users who want to search their session history engineering teams auditing claude code usage anthropic claude claude code", "material_mover": false }, { "id": "evt_c89d2c41671edf4afe53", "entity_id": "gh:significant-gravitas/autogpt", "item_url": "/item/significant-gravitas-autogpt-autogpt-platform-beta-v0-6-64/", "title": "Significant-Gravitas/AutoGPT autogpt-platform-beta-v0.6.64", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "preview-seed-fixture", "after": "autogpt-platform-beta-v0.7.1", "explanation": "Version changed: preview-seed-fixture → autogpt-platform-beta-v0.7.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "AI Agent Platforms", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "agent platform operators", "automation builders" ], "risk_categories": [], "search_text": "significant-gravitas/autogpt autogpt-platform-beta-v0.6.64 significant-gravitas open_source other gold conditional watch agent platform operators automation builders claude openai", "material_mover": false }, { "id": "evt_c89b5da3ca29048342b6", "entity_id": "gh:antoniolupetti/algebrica", "item_url": "/item/antoniolupetti-algebrica/", "title": "antoniolupetti/algebrica", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 937, "after": 939, "explanation": "Stars changed: 937 → 939.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 6.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "antoniolupetti/algebrica antoniolupetti open_source other other bronze none watch ai developers technical founders", "material_mover": false }, { "id": "evt_c87ede14f5b8aa134412", "entity_id": "gh:openai/codex-security", "item_url": "/item/openai-codex-security/", "title": "openai/codex-security", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "npm-v0.1.10", "after": "npm-v0.1.11", "explanation": "Version changed: npm-v0.1.10 → npm-v0.1.11.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Repository", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 5.5, "best_for": [ "Application-security teams and developers who can review scan evidence and proposed fixes before changing production" ], "risk_categories": [], "search_text": "openai/codex-security openai open_source other silver medium worth_watch application-security teams and developers who can review scan evidence and proposed fixes before changing production code. openai sdk", "material_mover": false }, { "id": "evt_c8798ab349906fea9c03", "entity_id": "gh:superagent-ai/grok-cli", "item_url": "/item/superagent-ai-grok-cli/", "title": "superagent-ai/grok-cli", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3387, "after": 3395, "explanation": "Stars changed: 3387 → 3395.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who want to evaluate Grok as a coding-agent backend in a terminal workflow", "Power users who need MCP support, sub-agents, and tool access around the Grok API" ], "risk_categories": [ "system" ], "search_text": "superagent-ai/grok-cli superagent-ai open_source other silver conditional try_now developers who want to evaluate grok as a coding-agent backend in a terminal workflow power users who need mcp support, sub-agents, and tool access around the grok api", "material_mover": false }, { "id": "evt_c877bc5fbfa4d3f90c15", "entity_id": "gh:hkuds/lightrag", "item_url": "/item/hkuds-lightrag/", "title": "HKUDS/LightRAG", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 38804, "after": 38838, "explanation": "Stars changed: 38804 → 38838.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "RAG / Knowledge Systems", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "RAG teams", "search engineers" ], "risk_categories": [], "search_text": "hkuds/lightrag hkuds open_source rag_knowledge rag_knowledge gold conditional try_now rag teams search engineers", "material_mover": false }, { "id": "evt_c85c225e271a56e73d8a", "entity_id": "gh:allenai/molmo-motion", "item_url": "/item/allenai-molmo-motion/", "title": "allenai/molmo-motion", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 124, "after": 125, "explanation": "Stars changed: 124 → 125.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model / Research", "section": "Applied Research", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "candidate", "setup_ease": 4.2, "best_for": [ "robotics researchers", "multimodal model builders" ], "risk_categories": [], "search_text": "allenai/molmo-motion allenai open_source other model gold none watch robotics researchers multimodal model builders", "material_mover": false }, { "id": "evt_c8466559330c38301568", "entity_id": "gh:alibaba/open-code-review", "item_url": "/item/alibaba-open-code-review/", "title": "alibaba/open-code-review", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 20274, "after": 20401, "explanation": "Stars changed: 20274 → 20401.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Code Review / CLI", "section": "Alibaba-Battle-Tested AI Code-Review CLI With", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "alibaba/open-code-review alibaba open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_c841f09db29a7658d08d", "entity_id": "gh:opentabs-dev/opentabs", "item_url": "/item/opentabs-dev-opentabs/", "title": "opentabs-dev/opentabs", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 894, "after": 895, "explanation": "Stars changed: 894 → 895.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Browser / Web Agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "agent teams building browser-style actions against SaaS APIs", "MCP users who want first-class web tools without paying per step" ], "risk_categories": [], "search_text": "opentabs-dev/opentabs opentabs-dev open_source other gold conditional try_now agent teams building browser-style actions against saas apis mcp users who want first-class web tools without paying per step claude code model context protocol model context protocol plugins", "material_mover": false }, { "id": "evt_c84156b061388db6280c", "entity_id": "gh:yaojingang/geoflow", "item_url": "/item/yaojingang-geoflow/", "title": "yaojingang/GEOFlow", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3218, "after": 3230, "explanation": "Stars changed: 3218 → 3230.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Open-Source GEO Content", "section": "Apache-2.0 Open-Source GEO Content Engineering", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "yaojingang/geoflow yaojingang open_source other gold low try_now ai developers technical founders postgresql", "material_mover": false }, { "id": "evt_c83a90ab0f633233924f", "entity_id": "gh:usestrix/strix", "item_url": "/item/usestrix-strix/", "title": "usestrix/strix", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 51483, "after": 51821, "explanation": "Stars changed: 51483 → 51821.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Security", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers who want dynamic security testing earlier in the release cycle", "Security teams validating auth, API, and cloud findings with reproducible proof-of-concepts" ], "risk_categories": [ "system" ], "search_text": "usestrix/strix usestrix open_source security security gold conditional try_now developers who want dynamic security testing earlier in the release cycle security teams validating auth, api, and cloud findings with reproducible proof-of-concepts", "material_mover": false }, { "id": "evt_c8097c3508e23c88a4ff", "entity_id": "gh:w8123/enterpriseagentframework", "item_url": "/item/w8123-enterpriseagentframework/", "title": "w8123/EnterpriseAgentFramework", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 572, "after": 585, "explanation": "Stars changed: 572 → 585.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Enterprise Agent Platform", "section": "Agents and Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Enterprise Java teams experimenting with internal agent platforms", "Organizations that need governance and auditability around agent access to business APIs" ], "risk_categories": [], "search_text": "w8123/enterpriseagentframework w8123 open_source agent_framework agent_framework silver conditional worth_watch enterprise java teams experimenting with internal agent platforms organizations that need governance and auditability around agent access to business apis milvus model context protocol model context protocol", "material_mover": false }, { "id": "evt_c7f237132c0fe9eabc74", "entity_id": "gh:aden-hive/hive", "item_url": "/item/aden-hive-hive/", "title": "aden-hive/hive", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "v0.11.0", "explanation": "Version changed: not recorded → v0.11.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "engineering teams and platform teams who need a real Apache-2.0 production-grade multi-agent harness from a Y", "AI engineering teams building production agents who want a single runtime that handles state + retries + observability" ], "risk_categories": [], "search_text": "aden-hive/hive aden-hive open_source other gold low try_now engineering teams and platform teams who need a real apache-2.0 production-grade multi-agent harness from a y combinator-backed team ai engineering teams building production agents who want a single runtime that handles state + retries + observability + hitl without hand-rolling each self-hosted ant", "material_mover": false }, { "id": "evt_c780e8ded80a7d512ee6", "entity_id": "gh:lexmount/moli", "item_url": "/item/lexmount-moli/", "title": "lexmount/moli", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 139, "after": 250, "explanation": "Stars changed: 139 → 250.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Browser Engine", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "agent-framework authors who want a real V8 + native DOM browser without Chromium's full visual stack", "scraping / structured-extraction teams that currently pay for Chromium sessions they don't use" ], "risk_categories": [], "search_text": "lexmount/moli lexmount open_source other silver none try_now agent-framework authors who want a real v8 + native dom browser without chromium's full visual stack scraping / structured-extraction teams that currently pay for chromium sessions they don't use", "material_mover": true }, { "id": "evt_c778cae727b403410501", "entity_id": "gh:1jehuang/jcode", "item_url": "/item/1jehuang-jcode/", "title": "1jehuang/jcode", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.75.3", "after": "v0.75.5", "explanation": "Version changed: v0.75.3 → v0.75.5.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Coding Agent", "section": "AI Coding / Agent Ops", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers running coding agents every day", "teams standardizing advanced agent workflows" ], "risk_categories": [ "system" ], "search_text": "1jehuang/jcode 1jehuang open_source other gold conditional try_now developers running coding agents every day teams standardizing advanced agent workflows claude model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_c76384ca22123d1c9bd6", "entity_id": "gh:cloudflare/security-audit-skill", "item_url": "/item/cloudflare-security-audit-skill/", "title": "cloudflare/security-audit-skill", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2855, "after": 2866, "explanation": "Stars changed: 2855 → 2866.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Security Tool", "section": "Agent Security / Auditing", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "application security teams", "developers running agent-assisted audits" ], "risk_categories": [], "search_text": "cloudflare/security-audit-skill cloudflare open_source security security gold conditional watch application security teams developers running agent-assisted audits", "material_mover": false }, { "id": "evt_c733bd23e992beaa8879", "entity_id": "gh:presenton/presenton", "item_url": "/item/presenton-presenton/", "title": "presenton/presenton", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9477, "after": 9494, "explanation": "Stars changed: 9477 → 9494.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Self-Hosted AI Presentation Generator", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "presenton/presenton presenton open_source other gold low try_now ai developers technical founders api", "material_mover": false }, { "id": "evt_c6d8643b5c3d415135a4", "entity_id": "gh:untrivial-ai/agent-orchestrator", "item_url": "/item/untrivial-ai-agent-orchestrator/", "title": "Untrivial-ai/agent-orchestrator", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.12.3", "after": "v0.12.1-nightly.202608131434", "explanation": "Version changed: v0.12.3 → v0.12.1-nightly.202608131434.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "engineering teams who run more than one AI coding agent at once and want a single supervisor to handle CI failures", "platform teams who want to standardize agent CI feedback across Claude Code / Codex / Aider / OpenCode / Cursor / Qwen" ], "risk_categories": [], "search_text": "untrivial-ai/agent-orchestrator untrivial-ai open_source other gold none try_now engineering teams who run more than one ai coding agent at once and want a single supervisor to handle ci failures, merge conflicts, and review comments platform teams who want to standardize agent ci feedback across claude code / codex / aider / opencode / cursor / qwen / copil", "material_mover": false }, { "id": "evt_c6c1cbe75232e0e16956", "entity_id": "gh:charmbracelet/crush", "item_url": "/item/charmbracelet-crush/", "title": "charmbracelet/crush", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 27303, "after": 27342, "explanation": "Stars changed: 27303 → 27342.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "Coding agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Developers who want a Charm-quality terminal coding agent with multi-LLM and MCP support", "Engineers evaluating FSL-1.1-MIT and tracking the MIT future-license conversion date" ], "risk_categories": [ "system" ], "search_text": "charmbracelet/crush charmbracelet open_source other silver conditional worth_watch developers who want a charm-quality terminal coding agent with multi-llm and mcp support engineers evaluating fsl-1.1-mit and tracking the mit future-license conversion date", "material_mover": false }, { "id": "evt_c6b69f6eb5ab9801db44", "entity_id": "gh:localai-org/privacy-filter.cpp", "item_url": "/item/localai-org-privacy-filter-cpp/", "title": "localai-org/privacy-filter.cpp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 285, "after": 286, "explanation": "Stars changed: 285 → 286.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "privacy engineers building redaction pipelines for LLM input/output", "local-AI builders who need a fast, dependency-free PII redactor" ], "risk_categories": [ "sensitive", "account" ], "search_text": "localai-org/privacy-filter.cpp localai-org open_source other inference_runtime gold none try_now privacy engineers building redaction pipelines for llm input/output local-ai builders who need a fast, dependency-free pii redactor", "material_mover": false }, { "id": "evt_c667e47a8ad7d16acc71", "entity_id": "gh:netdata/netdata", "item_url": "/item/netdata-netdata/", "title": "netdata/netdata", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.10.4", "after": "v2.11.0", "explanation": "Version changed: v2.10.4 → v2.11.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.76, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "netdata/netdata netdata open_source other silver none watch ai developers technical founders docker kubernetes grafana model context protocol mongodb mysql postgresql prometheus model context protocol", "material_mover": false }, { "id": "evt_c661bde25663407c5b6e", "entity_id": "gh:jnmetacode/shellward", "item_url": "/item/jnmetacode-shellward/", "title": "jnMetaCode/shellward", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 129, "after": 131, "explanation": "Stars changed: 129 → 131.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Security Tool", "section": "AI Security / Guardrails", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "teams deploying MCP or coding-agent workflows in regulated environments", "security engineers reviewing agent tool access" ], "risk_categories": [ "system" ], "search_text": "jnmetacode/shellward jnmetacode open_source security security silver conditional try_now teams deploying mcp or coding-agent workflows in regulated environments security engineers reviewing agent tool access claude code langchain model context protocol model context protocol", "material_mover": false }, { "id": "evt_c64e960aef3d683dd9b3", "entity_id": "gh:nexu-io/html-video", "item_url": "/item/nexu-io-html-video/", "title": "nexu-io/html-video", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4314, "after": 4321, "explanation": "Stars changed: 4314 → 4321.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Agent Video", "section": "Apache-2.0 HTML-to-Video Meta-Layer for Coding", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "technical creators", "product teams" ], "risk_categories": [], "search_text": "nexu-io/html-video nexu-io open_source creative_tool creative_tool gold low try_now technical creators product teams", "material_mover": false }, { "id": "evt_c63df11f01adbc0a2b57", "entity_id": "gh:max-sixty/worktrunk", "item_url": "/item/max-sixty-worktrunk/", "title": "max-sixty/worktrunk", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6401, "after": 6423, "explanation": "Stars changed: 6401 → 6423.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Workflow", "section": "AI Coding / Workflow Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers running multiple coding agents at once", "teams isolating parallel implementation tracks" ], "risk_categories": [], "search_text": "max-sixty/worktrunk max-sixty open_source other gold none try_now developers running multiple coding agents at once teams isolating parallel implementation tracks claude code openai codex", "material_mover": false }, { "id": "evt_c603f0d69c1ded428b0d", "entity_id": "gh:nolangz/pixel2motion", "item_url": "/item/nolangz-pixel2motion/", "title": "nolangz/pixel2motion", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1929, "after": 1940, "explanation": "Stars changed: 1929 → 1940.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "designers and brand teams that need a real, runnable workflow for animated logos and SVG reveals", "developer-tools teams that want a CI-friendly logo animation pipeline (SVG + HTML + GIF/video + QA evidence)" ], "risk_categories": [], "search_text": "nolangz/pixel2motion nolangz open_source other silver none try_now designers and brand teams that need a real, runnable workflow for animated logos and svg reveals developer-tools teams that want a ci-friendly logo animation pipeline (svg + html + gif/video + qa evidence)", "material_mover": false }, { "id": "evt_c5d930662511e3fca760", "entity_id": "gh:google-antigravity/antigravity-sdk-python", "item_url": "/item/google-antigravity-antigravity-sdk-python/", "title": "google-antigravity/antigravity-sdk-python", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.1.10", "after": "v0.1.11", "explanation": "Version changed: v0.1.10 → v0.1.11.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agent / SDK", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI engineers and agent builders who want a Google-maintained Python SDK for building production AI agents", "Platform teams who need MCP, Vertex AI integration, and a compiled runtime on Apache-2.0" ], "risk_categories": [], "search_text": "google-antigravity/antigravity-sdk-python google-antigravity open_source other gold low try_now ai engineers and agent builders who want a google-maintained python sdk for building production ai agents platform teams who need mcp, vertex ai integration, and a compiled runtime on apache-2.0 google gemini model context protocol model context protocol", "material_mover": false }, { "id": "evt_c5c3918c0f7761fb954e", "entity_id": "gh:jeremylongshore/claude-code-plugins-plus-skills", "item_url": "/item/jeremylongshore-claude-code-plugins-plus-skills/", "title": "jeremylongshore/claude-code-plugins-plus-skills", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2626, "after": 2630, "explanation": "Stars changed: 2626 → 2630.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Marketplace", "section": "AI Agents / Skills", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Claude Code power users who want a canonical marketplace of plugins, skills, and agents validated against the", "AI developers who need a ccpi CLI package manager to install and update Claude Code extensions across many repos" ], "risk_categories": [], "search_text": "jeremylongshore/claude-code-plugins-plus-skills jeremylongshore open_source other gold low try_now claude code power users who want a canonical marketplace of plugins, skills, and agents validated against the agentskills.io open standard ai developers who need a ccpi cli package manager to install and update claude code extensions across many repos anthropic", "material_mover": false }, { "id": "evt_c5a37c3eea202387f075", "entity_id": "gh:seakee/cpa-manager-plus", "item_url": "/item/seakee-cpa-manager-plus/", "title": "seakee/CPA-Manager-Plus", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.12.0-beta3", "after": "v1.12.0-rc.1", "explanation": "Version changed: v1.12.0-beta3 → v1.12.0-rc.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Gateway Monitoring", "section": "Evaluation and Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Teams already running an OpenAI-compatible gateway or account pool", "Operators who need visibility into quota resets, auth-file drift, and provider failures" ], "risk_categories": [ "account", "impact" ], "search_text": "seakee/cpa-manager-plus seakee open_source other gold conditional try_now teams already running an openai-compatible gateway or account pool operators who need visibility into quota resets, auth-file drift, and provider failures claude code openai openai codex", "material_mover": false }, { "id": "evt_c5a0d4e82bb9f1d6908a", "entity_id": "gh:cursortouch/windows-mcp", "item_url": "/item/cursortouch-windows-mcp/", "title": "CursorTouch/Windows-MCP", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6732, "after": 6739, "explanation": "Stars changed: 6732 → 6739.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Browser / Computer Use", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "Windows power users", "QA engineers" ], "risk_categories": [], "search_text": "cursortouch/windows-mcp cursortouch open_source other agent_framework gold medium try_now windows power users qa engineers model context protocol model context protocol", "material_mover": false }, { "id": "evt_c59b0f69644d0866cff5", "entity_id": "gh:ggml-org/whisper.cpp", "item_url": "/item/ggml-org-whisper-cpp/", "title": "ggml-org/whisper.cpp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 52843, "after": 52873, "explanation": "Stars changed: 52843 → 52873.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local AI Tool", "section": "Speech & Audio", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 7.4, "best_for": [ "developers building offline transcription or captioning features", "teams benchmarking local ASR runtimes across CPU and GPU targets" ], "risk_categories": [], "search_text": "ggml-org/whisper.cpp ggml-org open_source other inference_runtime gold conditional try_now developers building offline transcription or captioning features teams benchmarking local asr runtimes across cpu and gpu targets openai", "material_mover": false }, { "id": "evt_c57bbc84c08a98cb5de5", "entity_id": "gh:crabbuild/compass", "item_url": "/item/compass-codegraph/", "title": "Compass Codegraph", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 122, "after": 125, "explanation": "Stars changed: 122 → 125.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent memory and knowledge graphs", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "candidate", "setup_ease": 5.8, "best_for": [ "developers reviewing unfamiliar repositories without a cloud indexing service", "agent builders that need structured code context through MCP" ], "risk_categories": [ "sensitive" ], "search_text": "compass codegraph crabbuild open_source other rag_knowledge silver conditional try_now developers reviewing unfamiliar repositories without a cloud indexing service agent builders that need structured code context through mcp claude claude code openai codex", "material_mover": false }, { "id": "evt_c5285e694d4d60ab9617", "entity_id": "gh:nexu-io/html-anything", "item_url": "/item/nexu-io-html-anything/", "title": "nexu-io/html-anything", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8250, "after": 8267, "explanation": "Stars changed: 8250 → 8267.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Document Generation", "section": "Local-First Agentic HTML Editor With 75 Skill", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "technical creators", "product teams" ], "risk_categories": [], "search_text": "nexu-io/html-anything nexu-io open_source creative_tool creative_tool gold low try_now technical creators product teams claude claude code", "material_mover": false }, { "id": "evt_c5266b37b830a1c0a447", "entity_id": "gh:jfarcand/mirroir-mcp", "item_url": "/item/jfarcand-mirroir-mcp/", "title": "jfarcand/mirroir-mcp", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.36.1", "after": "v0.37.0", "explanation": "Version changed: v0.36.1 → v0.37.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "mobile QA engineers who want an AI agent to drive a real iPhone for hands-on testing instead of a simulator", "AI builders who want an MCP-native way to expose mobile-device actions to coding and automation agents" ], "risk_categories": [], "search_text": "jfarcand/mirroir-mcp jfarcand open_source other silver conditional try_now mobile qa engineers who want an ai agent to drive a real iphone for hands-on testing instead of a simulator ai builders who want an mcp-native way to expose mobile-device actions to coding and automation agents model context protocol model context protocol", "material_mover": false }, { "id": "evt_c5238a3ab3546249ba80", "entity_id": "gh:amplifthq/opentag", "item_url": "/item/amplifthq-opentag/", "title": "amplifthq/opentag", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1378, "after": 1381, "explanation": "Stars changed: 1378 → 1381.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Agent Workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Teams that want GitHub or Slack threads to become the control surface for agent work", "Platform engineers evaluating local versus hosted runners for coding agents" ], "risk_categories": [], "search_text": "amplifthq/opentag amplifthq open_source other gold conditional try_now teams that want github or slack threads to become the control surface for agent work platform engineers evaluating local versus hosted runners for coding agents claude code github openai codex slack", "material_mover": false }, { "id": "evt_c4ffa7b67d3445e8325a", "entity_id": "gh:yv1ing/z3r0", "item_url": "/item/yv1ing-z3r0/", "title": "yv1ing/Z3r0", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 614, "after": 615, "explanation": "Stars changed: 614 → 615.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 6.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Framework", "section": "AI Coding / Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "security teams running authorized penetration tests", "bug-bounty hunters who want a durable evidence plane" ], "risk_categories": [ "system" ], "search_text": "yv1ing/z3r0 yv1ing open_source security security silver medium worth_watch security teams running authorized penetration tests bug-bounty hunters who want a durable evidence plane", "material_mover": false }, { "id": "evt_c4f609d0750feb8ba277", "entity_id": "gh:openrlhf/openrlhf", "item_url": "/item/openrlhf-openrlhf/", "title": "OpenRLHF/OpenRLHF", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9906, "after": 9908, "explanation": "Stars changed: 9906 → 9908.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "RLHF and agent training frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 5.0, "best_for": [ "teams building or comparing open RLHF pipelines", "engineers using Ray and vLLM for distributed model work" ], "risk_categories": [], "search_text": "openrlhf/openrlhf openrlhf open_source other gold conditional try_now teams building or comparing open rlhf pipelines engineers using ray and vllm for distributed model work vllm", "material_mover": false }, { "id": "evt_c4a69f72b578ade79266", "entity_id": "gh:openwong2kim/wmux", "item_url": "/item/openwong2kim-wmux/", "title": "openwong2kim/wmux", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 342, "after": 345, "explanation": "Stars changed: 342 → 345.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Windows developers", "people comparing multiple coding agents" ], "risk_categories": [ "system" ], "search_text": "openwong2kim/wmux openwong2kim open_source other gold conditional try_now windows developers people comparing multiple coding agents claude claude code google gemini", "material_mover": false }, { "id": "evt_c4969bb599018371b745", "entity_id": "gh:modelscope/funclip", "item_url": "/item/modelscope-funclip/", "title": "modelscope/FunClip", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6130, "after": 6138, "explanation": "Stars changed: 6130 → 6138.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local transcription and clipping", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 7.7, "best_for": [ "creators and teams testing local subtitle and clip-generation workflows", "developers exploring speech-driven video tooling with speaker-aware selection" ], "risk_categories": [], "search_text": "modelscope/funclip modelscope open_source other silver conditional worth_watch creators and teams testing local subtitle and clip-generation workflows developers exploring speech-driven video tooling with speaker-aware selection", "material_mover": false }, { "id": "evt_c477292baef584539ee0", "entity_id": "gh:petergyang/human-review", "item_url": "/item/human-review/", "title": "Human Review", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 852, "after": 945, "explanation": "Stars changed: 852 → 945.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Coding assistants and dev agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.6, "best_for": [ "product and content teams reviewing long Markdown plans and landing pages with Claude Code, Codex, or Cursor", "designers and PMs who want to give AI agents visual feedback on a running local site without typing paragraph references" ], "risk_categories": [], "search_text": "human review petergyang open_source other silver none try_now product and content teams reviewing long markdown plans and landing pages with claude code, codex, or cursor designers and pms who want to give ai agents visual feedback on a running local site without typing paragraph references claude code openai codex", "material_mover": true }, { "id": "evt_c46506c8b6893b4611da", "entity_id": "gh:santifer/career-ops", "item_url": "/item/santifer-career-ops/", "title": "santifer/career-ops", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 63611, "after": 63734, "explanation": "Stars changed: 63611 → 63734.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "santifer/career-ops santifer open_source other silver high watch ai developers technical founders anthropic claude claude code", "material_mover": false }, { "id": "evt_c462a7026c581c79a4bb", "entity_id": "gh:yizhiyanhua-ai/fireworks-tech-graph", "item_url": "/item/yizhiyanhua-ai-fireworks-tech-graph/", "title": "yizhiyanhua-ai/fireworks-tech-graph", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9855, "after": 9882, "explanation": "Stars changed: 9855 → 9882.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Documentation /", "section": "AI Tech-Diagram Generator With 8 Visual Styles", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "yizhiyanhua-ai/fireworks-tech-graph yizhiyanhua-ai open_source other silver low try_now ai developers technical founders claude code", "material_mover": false }, { "id": "evt_c443c812a0dfda5402be", "entity_id": "gh:redis/agent-memory-server", "item_url": "/item/redis-agent-memory-server/", "title": "redis/agent-memory-server", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 305, "after": 306, "explanation": "Stars changed: 305 → 306.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Memory Service", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Teams building multi-session agent products that need durable memory", "Developers who want MCP-accessible memory without building a memory server themselves" ], "risk_categories": [], "search_text": "redis/agent-memory-server redis open_source rag_knowledge rag_knowledge gold conditional try_now teams building multi-session agent products that need durable memory developers who want mcp-accessible memory without building a memory server themselves", "material_mover": false }, { "id": "evt_c3fe06200eac0f93e87e", "entity_id": "gh:esengine/deepseek-reasonix", "item_url": "/item/esengine-deepseek-reasonix/", "title": "esengine/DeepSeek-Reasonix", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "desktop-v1.24.2", "after": "desktop-v1.25.1", "explanation": "Version changed: desktop-v1.24.2 → desktop-v1.25.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI coding-agent users", "DeepSeek users" ], "risk_categories": [ "system" ], "search_text": "esengine/deepseek-reasonix esengine open_source other gold conditional watch ai coding-agent users deepseek users", "material_mover": false }, { "id": "evt_c3dc397f07028e9d190c", "entity_id": "gh:internscience/agents-a1", "item_url": "/item/internscience-agents-a1/", "title": "InternScience/Agents-A1", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 536, "after": 537, "explanation": "Stars changed: 536 → 537.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "35B MoE agentic model targeting", "section": "New Models", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Any developer or research team that wants to evaluate or deploy an open-weight 35B-A3B MoE agentic model with", "Anyone who values the horizon-scaling argument over the parameter-scaling argument — the paper's core claim is that" ], "risk_categories": [], "search_text": "internscience/agents-a1 internscience open_source other gold low try_now any developer or research team that wants to evaluate or deploy an open-weight 35b-a3b moe agentic model with apache-2.0 license — the open weights + apache-2.0 + 50-author paper + six-domain anyone who values the horizon-scaling argument over the parameter-scaling argument — the pa", "material_mover": false }, { "id": "evt_c3bd677eb44faf23b470", "entity_id": "gh:flashinfer-ai/flashinfer", "item_url": "/item/flashinfer-ai-flashinfer/", "title": "flashinfer-ai/flashinfer", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6152, "after": 6158, "explanation": "Stars changed: 6152 → 6158.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "LLM serving", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Engineers optimizing vLLM or SGLang serving throughput on H100 / A100 hardware and looking for the kernel layer", "Kernel developers studying FlashAttention-3 / FlashDecoding / sparse-attention implementations and wanting a reference" ], "risk_categories": [], "search_text": "flashinfer-ai/flashinfer flashinfer-ai open_source inference_runtime inference_runtime gold conditional try_now engineers optimizing vllm or sglang serving throughput on h100 / a100 hardware and looking for the kernel layer underneath kernel developers studying flashattention-3 / flashdecoding / sparse-attention implementations and wanting a reference python", "material_mover": false }, { "id": "evt_c39067a54ba85ff3835e", "entity_id": "gh:chroma-core/chroma", "item_url": "/item/chroma-apache-2-0-open-source-search-infrastructure-for-ai-dense-sparse/", "title": "Chroma: Apache-2.0 Open-Source Search Infrastructure for AI (Dense + Sparse + Full-Text + Multi-Vector Search, Native MCP Server, Chroma Cloud / Enterprise)", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 29038, "after": 29052, "explanation": "Stars changed: 29038 → 29052.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "rag_knowledge", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "knowledge-system builders", "search engineers" ], "risk_categories": [], "search_text": "chroma: apache-2.0 open-source search infrastructure for ai (dense + sparse + full-text + multi-vector search, native mcp server, chroma cloud / enterprise) chroma-core open_source rag_knowledge rag_knowledge gold low try_now knowledge-system builders search engineers", "material_mover": false }, { "id": "evt_c3776aa8cf08d59ffad1", "entity_id": "gh:ruvnet/ruflo", "item_url": "/item/ruvnet-ruflo/", "title": "ruvnet/ruflo", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 67720, "after": 67785, "explanation": "Stars changed: 67720 → 67785.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "developers building coding copilots", "platform teams experimenting with multi-agent orchestration" ], "risk_categories": [], "search_text": "ruvnet/ruflo ruvnet open_source agent_framework agent_framework gold conditional try_now developers building coding copilots platform teams experimenting with multi-agent orchestration claude code openai codex", "material_mover": false }, { "id": "evt_c346a5878fc9b9cbe57d", "entity_id": "gh:mksglu/context-mode", "item_url": "/item/mksglu-context-mode/", "title": "mksglu/context-mode", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 19820, "after": 19842, "explanation": "Stars changed: 19820 → 19842.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Context Optimization", "section": "AI Coding / Context Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "advanced Claude Code and Codex users", "teams running tool-heavy coding-agent workflows" ], "risk_categories": [], "search_text": "mksglu/context-mode mksglu open_source other gold conditional try_now advanced claude code and codex users teams running tool-heavy coding-agent workflows claude claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_c2f8d5b796f826cd07cb", "entity_id": "gh:ayuayue/pideck", "item_url": "/item/ayuayue-pideck/", "title": "ayuayue/PiDeck", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 574, "after": 593, "explanation": "Stars changed: 574 → 593.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "pi users who need a desktop control plane for multiple project sessions", "Developers who want terminals, session history, and config editing in one local workbench" ], "risk_categories": [ "system" ], "search_text": "ayuayue/pideck ayuayue open_source other silver conditional worth_watch pi users who need a desktop control plane for multiple project sessions developers who want terminals, session history, and config editing in one local workbench claude code openai codex", "material_mover": false }, { "id": "evt_c2f78adb8bd3041d90b4", "entity_id": "gh:cortexkit/magic-context", "item_url": "/item/cortexkit-magic-context/", "title": "cortexkit/magic-context", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1726, "after": 1737, "explanation": "Stars changed: 1726 → 1737.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Memory / Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "developers using coding agents daily", "teams running long-lived AI coding workflows" ], "risk_categories": [], "search_text": "cortexkit/magic-context cortexkit open_source rag_knowledge rag_knowledge gold conditional watch developers using coding agents daily teams running long-lived ai coding workflows langchain", "material_mover": false }, { "id": "evt_c2dfb834b79346a51317", "entity_id": "gh:kaelio/ktx", "item_url": "/item/kaelio-ktx/", "title": "Kaelio/ktx", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1537, "after": 1540, "explanation": "Stars changed: 1537 → 1540.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "kaelio/ktx kaelio open_source other silver high watch ai developers technical founders claude claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_c2ceb82bde4c64544bd3", "entity_id": "gh:cinnamon/kotaemon", "item_url": "/item/cinnamon-kotaemon/", "title": "Cinnamon/kotaemon", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 25695, "after": 25697, "explanation": "Stars changed: 25695 → 25697.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / RAG", "section": "Knowledge Management", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "personal knowledge bases", "team documentation" ], "risk_categories": [], "search_text": "cinnamon/kotaemon cinnamon open_source other silver none try_now personal knowledge bases team documentation", "material_mover": false }, { "id": "evt_c2a71bf2e9af2b2ed6bc", "entity_id": "gh:litellm-labs/litellm-agent-control-plane", "item_url": "/item/litellm-labs-litellm-agent-control-plane/", "title": "LiteLLM-Labs/litellm-agent-control-plane", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1210, "after": 1214, "explanation": "Stars changed: 1210 → 1214.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Unified agent control plane for", "section": "MIT unified agent control plane from LiteLLM", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Engineering teams running multiple AI agent runtimes side by side (OpenCode, Hermes, Claude Managed Agents, Cursor", "Organizations that adopted Claude Managed Agents and want to bring their own runtime (OpenCode, Hermes, Deep Agents)" ], "risk_categories": [ "sensitive", "account" ], "search_text": "litellm-labs/litellm-agent-control-plane litellm-labs open_source agent_framework agent_framework gold low try_now engineering teams running multiple ai agent runtimes side by side (opencode, hermes, claude managed agents, cursor agents api, deep agents) who want one api + one ui + one set of credentials instead organizations that adopted claude managed agen", "material_mover": false }, { "id": "evt_c209773cf5189009d485", "entity_id": "gh:steipete/summarize", "item_url": "/item/steipete-summarize/", "title": "steipete/summarize", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6549, "after": 6550, "explanation": "Stars changed: 6549 → 6550.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 5.89, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "steipete/summarize steipete open_source other other bronze none watch ai developers technical founders", "material_mover": false }, { "id": "evt_c1e4c82e815f0a4f26c6", "entity_id": "gh:nvlabs/cuda-oxide", "item_url": "/item/nvlabs-cuda-oxide/", "title": "NVlabs/cuda-oxide", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3052, "after": 3057, "explanation": "Stars changed: 3052 → 3057.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 NVIDIA", "section": "Rust-to-CUDA Compiler (NVIDIA Labs Experimental)", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 4.2, "best_for": [ "GPU-systems engineers, kernel developers, AI infrastructure engineers, scientific computing teams, and any developer", "GPU-systems engineers that want a custom `rustc` codegen backend that compiles `#[kernel]` functions to CUDA PTX, no" ], "risk_categories": [], "search_text": "nvlabs/cuda-oxide nvlabs open_source other other gold low try_now gpu-systems engineers, kernel developers, ai infrastructure engineers, scientific computing teams, and any developer writing gpu kernels in rust who wants a native rust-to-cuda compilation pipeline gpu-systems engineers that want a custom `rustc` codegen backend that compiles `#[kernel]` funct", "material_mover": false }, { "id": "evt_c1dbfda5d5c74fec7261", "entity_id": "gh:santanderai/autoguardrails", "item_url": "/item/santanderai-autoguardrails/", "title": "SantanderAI/autoguardrails", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 129, "after": 130, "explanation": "Stars changed: 129 → 130.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Safety / Alignment Research", "section": "Karpathy-Style Autoresearch Scaffold for LLM", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "santanderai/autoguardrails santanderai open_source other silver low worth_watch ai developers technical founders", "material_mover": false }, { "id": "evt_c1ac00351532a7df16a6", "entity_id": "gh:youssofal/mtplx", "item_url": "/item/youssofal-mtplx/", "title": "youssofal/MTPLX", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1158, "after": 1160, "explanation": "Stars changed: 1158 → 1160.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local AI / Inference Engine", "section": "Native Apple Silicon Multi-Token Prediction", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [ "account" ], "search_text": "youssofal/mtplx youssofal open_source inference_runtime inference_runtime silver low try_now ml infrastructure engineers model-serving teams", "material_mover": false }, { "id": "evt_c19a0a65b52bd6283bb3", "entity_id": "gh:fajarhide/omni", "item_url": "/item/fajarhide-omni/", "title": "fajarhide/omni", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.7.3", "after": "v0.7.4", "explanation": "Version changed: v0.7.3 → v0.7.4.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "worth_watch", "score": 6.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "Agent infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Builders who want to cut token spend by filtering terminal noise and irrelevant context before it reaches the model", "Agent users who need cross-session memory that plugs in over MCP without rewriting workflow glue" ], "risk_categories": [ "system", "account" ], "search_text": "fajarhide/omni fajarhide open_source rag_knowledge rag_knowledge silver low worth_watch builders who want to cut token spend by filtering terminal noise and irrelevant context before it reaches the model agent users who need cross-session memory that plugs in over mcp without rewriting workflow glue claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_c18240527b58c9f64776", "entity_id": "gh:intel/auto-round", "item_url": "/item/intel-auto-round/", "title": "intel/auto-round", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "v0.14.2", "explanation": "Version changed: not recorded → v0.14.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Library", "section": "Inference & Serving", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "AI engineering teams and platform teams who need to deploy LLMs / VLMs at 2-4 bit precision on CPU / XPU / CUDA", "inference-platform teams standardizing on vLLM / SGLang / Transformers who want a single quantization path that works" ], "risk_categories": [], "search_text": "intel/auto-round intel open_source other inference_runtime gold low try_now ai engineering teams and platform teams who need to deploy llms / vlms at 2-4 bit precision on cpu / xpu / cuda hardware without losing accuracy inference-platform teams standardizing on vllm / sglang / transformers who want a single quantization path that works across all three with", "material_mover": false }, { "id": "evt_c166346f53b25068b6b4", "entity_id": "gh:sirallap/agentglass", "item_url": "/item/sirallap-agentglass/", "title": "SirAllap/agentglass", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 284, "after": 285, "explanation": "Stars changed: 284 → 285.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 7.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "MIT dashboard and workspace for watching local", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.6, "best_for": [ "developers who need better visibility into local coding-agent activity", "teams reviewing cost, tool-call, and diff telemetry across multiple agent providers" ], "risk_categories": [], "search_text": "sirallap/agentglass sirallap open_source other silver high worth_watch developers who need better visibility into local coding-agent activity teams reviewing cost, tool-call, and diff telemetry across multiple agent providers anthropic claude code", "material_mover": false }, { "id": "evt_c12a00f4b04bf475972f", "entity_id": "gh:huangserva/3dcellforge", "item_url": "/item/huangserva-3dcellforge/", "title": "huangserva/3DCellForge", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2596, "after": 2599, "explanation": "Stars changed: 2596 → 2599.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "worth_watch", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "3D Model Studio", "section": "MIT React + Three.js Interactive 3D Model", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "huangserva/3dcellforge huangserva open_source other silver low worth_watch ai developers technical founders", "material_mover": false }, { "id": "evt_c0cac7ba2f44eea6c7a3", "entity_id": "gh:zhayujie/cowagent", "item_url": "/item/zhayujie-cowagent/", "title": "zhayujie/CowAgent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 46469, "after": 46501, "explanation": "Stars changed: 46469 → 46501.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Platform", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "self-hosters", "automation builders" ], "risk_categories": [ "system" ], "search_text": "zhayujie/cowagent zhayujie open_source other gold conditional try_now self-hosters automation builders claude claude code model context protocol openai openai codex model context protocol", "material_mover": false }, { "id": "evt_c062723aa520d32f6e23", "entity_id": "gh:microsoft/markitdown", "item_url": "/item/microsoft-markitdown/", "title": "microsoft/markitdown", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 173354, "after": 173558, "explanation": "Stars changed: 173354 → 173558.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Document / Data Conversion", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI/ML engineers and applied-LLM teams that need to ingest office documents, PDFs, images, audio, or web archives into", "AutoGen and LangChain developers who need a Microsoft-issued extension surface that already documents its own failure" ], "risk_categories": [], "search_text": "microsoft/markitdown microsoft open_source other gold none try_now ai/ml engineers and applied-llm teams that need to ingest office documents, pdfs, images, audio, or web archives into a markdown corpus for rag, long-context ingestion, or agent tool calls without autogen and langchain developers who need a microsoft-issued extension surface that already docu", "material_mover": false }, { "id": "evt_c05b2dceb1053855075d", "entity_id": "gh:enterpilot/gomodel", "item_url": "/item/enterpilot-gomodel/", "title": "ENTERPILOT/GoModel", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1051, "after": 1052, "explanation": "Stars changed: 1051 → 1052.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "AI gateways", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 7.3, "best_for": [ "platform teams standardizing access across several LLM providers", "Go developers who want a lighter-weight gateway than larger Python-heavy router stacks" ], "risk_categories": [], "search_text": "enterpilot/gomodel enterpilot open_source other gold conditional try_now platform teams standardizing access across several llm providers go developers who want a lighter-weight gateway than larger python-heavy router stacks anthropic groq ollama openai", "material_mover": false }, { "id": "evt_c0056e0c18865d7f7bf8", "entity_id": "gh:tastyeffectco/sandboxd", "item_url": "/item/tastyeffectco-sandboxd/", "title": "tastyeffectco/sandboxd", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 894, "after": 902, "explanation": "Stars changed: 894 → 902.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Runtime", "section": "AI Infra / Code Execution", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "teams building AI app generators", "developers running coding agents against disposable environments" ], "risk_categories": [ "system" ], "search_text": "tastyeffectco/sandboxd tastyeffectco open_source agent_framework agent_framework gold conditional try_now teams building ai app generators developers running coding agents against disposable environments docker self-hosted", "material_mover": false }, { "id": "evt_bfb71320c254a8ddf467", "entity_id": "gh:liaohch3/claude-tap", "item_url": "/item/liaohch3-claude-tap/", "title": "liaohch3/claude-tap", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3040, "after": 3049, "explanation": "Stars changed: 3040 → 3049.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Developer Tools / AI-Engineering", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "AI builders who want to see the actual HTTP traffic between a coding agent and the model API", "Agent platform engineers debugging regressions in Claude Code, Codex, Gemini, or Cursor" ], "risk_categories": [], "search_text": "liaohch3/claude-tap liaohch3 open_source coding_agent coding_agent gold low try_now ai builders who want to see the actual http traffic between a coding agent and the model api agent platform engineers debugging regressions in claude code, codex, gemini, or cursor claude code openai codex", "material_mover": false }, { "id": "evt_bfb0340803e1e36b26f7", "entity_id": "gh:tobocop2/lilbee", "item_url": "/item/tobocop2-lilbee/", "title": "tobocop2/lilbee", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.6.90b420.dev734", "after": "v0.6.90b420", "explanation": "Version changed: v0.6.90b420.dev734 → v0.6.90b420.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Search", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "local AI users", "developers searching codebases" ], "risk_categories": [], "search_text": "tobocop2/lilbee tobocop2 open_source other silver conditional watch local ai users developers searching codebases self-hosted ollama", "material_mover": false }, { "id": "evt_bfa2b313da0d974d6370", "entity_id": "gh:ray-project/ray", "item_url": "/item/ray-project-ray/", "title": "ray-project/ray", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 43501, "after": 43511, "explanation": "Stars changed: 43501 → 43511.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "AI infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Engineers deploying a multi-model inference service with autoscaling, fractional GPU, and request batching", "Teams running distributed training jobs that need a fault-tolerant scheduler and dynamic resource allocation" ], "risk_categories": [], "search_text": "ray-project/ray ray-project open_source other gold conditional try_now engineers deploying a multi-model inference service with autoscaling, fractional gpu, and request batching teams running distributed training jobs that need a fault-tolerant scheduler and dynamic resource allocation", "material_mover": false }, { "id": "evt_bf9a3b70f9ae73999a5d", "entity_id": "gh:boona13/image-extender", "item_url": "/item/boona13-image-extender/", "title": "boona13/image-extender", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1088, "after": 1090, "explanation": "Stars changed: 1088 → 1090.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Outpainting Studio", "section": "MIT Open-Source AI Image Outpainting Studio", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "boona13/image-extender boona13 open_source other silver low try_now ai developers technical founders google gemini", "material_mover": false }, { "id": "evt_bf690b670bce26b1e4d4", "entity_id": "gh:run-llama/extractbench", "item_url": "/item/run-llama-extractbench/", "title": "run-llama/ExtractBench", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation Benchmark", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers shipping schema-guided extraction APIs", "enterprises evaluating vendor extraction claims" ], "risk_categories": [], "search_text": "run-llama/extractbench run-llama open_source other silver low try_now developers shipping schema-guided extraction apis enterprises evaluating vendor extraction claims llamaindex", "material_mover": false }, { "id": "evt_bf36e655260764f8333c", "entity_id": "gh:browser-use/browser-harness", "item_url": "/item/browser-use-browser-harness/", "title": "browser-use/browser-harness", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 16664, "after": 16679, "explanation": "Stars changed: 16664 → 16679.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Infrastructure", "section": "Browser / Computer Use", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "browser-agent builders", "QA automation teams" ], "risk_categories": [], "search_text": "browser-use/browser-harness browser-use open_source other gold conditional try_now browser-agent builders qa automation teams", "material_mover": false }, { "id": "evt_bf27aca88652a408f313", "entity_id": "gh:alphacep/vosk-api", "item_url": "/item/alphacep-vosk-api/", "title": "alphacep/vosk-api", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 15048, "after": 15053, "explanation": "Stars changed: 15048 → 15053.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local speech recognition infrastructure", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "builders shipping offline transcription or captioning into desktop, mobile, or embedded products", "teams adding local speech input to assistants, smart-home systems, or call workflows" ], "risk_categories": [], "search_text": "alphacep/vosk-api alphacep open_source other gold none try_now builders shipping offline transcription or captioning into desktop, mobile, or embedded products teams adding local speech input to assistants, smart-home systems, or call workflows", "material_mover": false }, { "id": "evt_bf1d243de8ad95627299", "entity_id": "gh:ggml-org/llama.cpp", "item_url": "/item/ggml-org-llama-cpp/", "title": "ggml-org/llama.cpp", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "b10375", "after": "b10415", "explanation": "Version changed: b10375 → b10415.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local LLM inference runtimes", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.7, "best_for": [ "developers running GGUF language models locally", "teams testing private or edge inference before using hosted APIs" ], "risk_categories": [], "search_text": "ggml-org/llama.cpp ggml-org open_source other inference_runtime gold conditional try_now developers running gguf language models locally teams testing private or edge inference before using hosted apis", "material_mover": false }, { "id": "evt_bee967e6e28aad9bb47c", "entity_id": "gh:aws/agent-toolkit-for-aws", "item_url": "/item/aws-agent-toolkit-for-aws/", "title": "aws/agent-toolkit-for-aws", "category": "mcp_infrastructure", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2315, "after": 2335, "explanation": "Stars changed: 2315 → 2335.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "builders on AWS service stacks", "platform teams adding MCP integrations" ], "risk_categories": [], "search_text": "aws/agent-toolkit-for-aws aws open_source mcp_infrastructure mcp_infrastructure silver conditional watch builders on aws service stacks platform teams adding mcp integrations", "material_mover": false }, { "id": "evt_bec396f242e3c6595c84", "entity_id": "gh:caura-ai/memclaw-long-run-fleet", "item_url": "/item/caura-ai-memclaw-long-run-fleet/", "title": "caura-ai/memclaw-long-run-fleet", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 92, "after": 93, "explanation": "Stars changed: 92 → 93.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "caura-ai/memclaw-long-run-fleet caura-ai open_source other gold none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_bea9da24b18a4292e2b3", "entity_id": "gh:mxyhi/token_proxy", "item_url": "/item/mxyhi-token-proxy/", "title": "mxyhi/token_proxy", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.1.169", "after": "v0.1.170", "explanation": "Version changed: v0.1.169 → v0.1.170.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local AI API Gateway", "section": "Developer Tools", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who want one endpoint for several model providers on a single workstation", "Coding-agent users who need format translation between OpenAI, Anthropic, Gemini, and Codex-style clients" ], "risk_categories": [ "account" ], "search_text": "mxyhi/token_proxy mxyhi open_source other gold conditional try_now developers who want one endpoint for several model providers on a single workstation coding-agent users who need format translation between openai, anthropic, gemini, and codex-style clients claude code openai openai codex", "material_mover": false }, { "id": "evt_be3ab393d5fcb5502994", "entity_id": "gh:lycorp-jp/sim-use", "item_url": "/item/lycorp-jp-sim-use/", "title": "lycorp-jp/sim-use", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1173, "after": 1175, "explanation": "Stars changed: 1173 → 1175.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Mobile Agent Runtime", "section": "Agents and Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Mobile developers testing agent-built UI flows", "Teams that want one control surface across iOS and Android" ], "risk_categories": [], "search_text": "lycorp-jp/sim-use lycorp-jp open_source other gold conditional try_now mobile developers testing agent-built ui flows teams that want one control surface across ios and android", "material_mover": false }, { "id": "evt_be0bf9367b2eaed7d71e", "entity_id": "gh:rahilp/second-brain-cloudflare", "item_url": "/item/rahilp-second-brain-cloudflare/", "title": "rahilp/second-brain-cloudflare", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 714, "after": 716, "explanation": "Stars changed: 714 → 716.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Platform", "section": "AI Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "People who use Claude, ChatGPT, Cursor, Codex, and other AI tools in parallel and want one shared memory instead of", "Builders who want an MCP-addressable memory backend they can own in their own Cloudflare account" ], "risk_categories": [ "account" ], "search_text": "rahilp/second-brain-cloudflare rahilp open_source rag_knowledge rag_knowledge gold medium try_now people who use claude, chatgpt, cursor, codex, and other ai tools in parallel and want one shared memory instead of siloed app memories builders who want an mcp-addressable memory backend they can own in their own cloudflare account claude claude code model cont", "material_mover": false }, { "id": "evt_bdfd0c3b505abb56540f", "entity_id": "gh:vectifyai/openkb", "item_url": "/item/vectifyai-openkb/", "title": "VectifyAI/OpenKB", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3667, "after": 3718, "explanation": "Stars changed: 3667 → 3718.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "RAG and Knowledge Bases / Reasoning Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "RAG application teams who need an Apache-2.0-licensed, open-source long-document RAG and knowledge base that uses", "knowledge-management engineers who want first-class Google Open Knowledge Format (OKF) support and auto-extracted" ], "risk_categories": [], "search_text": "vectifyai/openkb vectifyai open_source rag_knowledge rag_knowledge gold low try_now rag application teams who need an apache-2.0-licensed, open-source long-document rag and knowledge base that uses reasoning-based retrieval and native multi-modality instead of a vector database knowledge-management engineers who want first-class google open knowledge format", "material_mover": false }, { "id": "evt_bd7f774a5a515c9ec0c7", "entity_id": "gh:agentic-community/mcp-gateway-registry", "item_url": "/item/agentic-community-mcp-gateway-registry/", "title": "agentic-community/mcp-gateway-registry", "category": "mcp_infrastructure", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 859, "after": 862, "explanation": "Stars changed: 859 → 862.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "internal developer platform teams", "enterprise AI platform owners" ], "risk_categories": [ "account" ], "search_text": "agentic-community/mcp-gateway-registry agentic-community open_source mcp_infrastructure mcp_infrastructure gold conditional try_now internal developer platform teams enterprise ai platform owners mongodb", "material_mover": false }, { "id": "evt_bd76b1bf966848818f05", "entity_id": "gh:0xshug0/audio.cpp", "item_url": "/item/0xshug0-audio-cpp/", "title": "0xShug0/audio.cpp", "category": "inference_runtime", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "release-0.5.1", "after": "release-0.6", "explanation": "Version changed: release-0.5.1 → release-0.6.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Inference Engine", "section": "Local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Developers building local speech and voice features", "Inference engineers comparing native audio runtimes with Python reference stacks" ], "risk_categories": [], "search_text": "0xshug0/audio.cpp 0xshug0 open_source inference_runtime inference_runtime gold medium try_now developers building local speech and voice features inference engineers comparing native audio runtimes with python reference stacks", "material_mover": false }, { "id": "evt_bd704e1b019cd0c36814", "entity_id": "gh:hkuds/deeptutor", "item_url": "/item/hkuds-deeptutor/", "title": "HKUDS/DeepTutor", "category": "business_workflow", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.5.11", "after": "v1.5.12", "explanation": "Version changed: v1.5.11 → v1.5.12.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Platform", "section": "Agent-Native Personalized Tutoring Across 12+", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "technical founders", "operations teams" ], "risk_categories": [], "search_text": "hkuds/deeptutor hkuds open_source business_workflow business_workflow gold low try_now technical founders operations teams", "material_mover": false }, { "id": "evt_bc4a1c983655ad893119", "entity_id": "gh:alfredxw/denova", "item_url": "/item/alfredxw-denova/", "title": "alfredxw/denova", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 602, "after": 607, "explanation": "Stars changed: 602 → 607.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Product", "section": "Creative Workspaces", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Novel writers experimenting with AI-assisted drafting in a versioned workspace", "Interactive fiction and story-game builders who need branches, scene memory, and reusable lore" ], "risk_categories": [], "search_text": "alfredxw/denova alfredxw open_source creative_tool creative_tool gold conditional try_now novel writers experimenting with ai-assisted drafting in a versioned workspace interactive fiction and story-game builders who need branches, scene memory, and reusable lore", "material_mover": false }, { "id": "evt_bc27425ef0df5e937be6", "entity_id": "gh:alchaincyf/fanbox", "item_url": "/item/alchaincyf-fanbox/", "title": "alchaincyf/fanbox", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 984, "after": 985, "explanation": "Stars changed: 984 → 985.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "developers using Claude Code or Codex", "local-first Mac users" ], "risk_categories": [ "system" ], "search_text": "alchaincyf/fanbox alchaincyf open_source coding_agent coding_agent gold conditional try_now developers using claude code or codex local-first mac users claude openai codex", "material_mover": false }, { "id": "evt_bc224a5e5bc99ab15b1d", "entity_id": "gh:aden-hive/hive", "item_url": "/item/aden-hive-hive/", "title": "aden-hive/hive", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "engineering teams and platform teams who need a real Apache-2.0 production-grade multi-agent harness from a Y", "AI engineering teams building production agents who want a single runtime that handles state + retries + observability" ], "risk_categories": [], "search_text": "aden-hive/hive aden-hive open_source other gold low try_now engineering teams and platform teams who need a real apache-2.0 production-grade multi-agent harness from a y combinator-backed team ai engineering teams building production agents who want a single runtime that handles state + retries + observability + hitl without hand-rolling each self-hosted ant", "material_mover": false }, { "id": "evt_bc1d6a2e0ffd53aeb4ad", "entity_id": "gh:shenseanchen/waku-agent", "item_url": "/item/shenseanchen-waku-agent/", "title": "ShenSeanChen/waku-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1287, "after": 1314, "explanation": "Stars changed: 1287 → 1314.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local-first agent harness", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.3, "best_for": [ "developers who want a readable local-first agent baseline before adopting a larger framework", "builders studying how memory, gating, and eval traces work inside an agent loop" ], "risk_categories": [ "system" ], "search_text": "shenseanchen/waku-agent shenseanchen open_source other silver conditional worth_watch developers who want a readable local-first agent baseline before adopting a larger framework builders studying how memory, gating, and eval traces work inside an agent loop claude openai", "material_mover": true }, { "id": "evt_bc0b5e41402dc73fd7ed", "entity_id": "gh:tontinton/maki", "item_url": "/item/tontinton-maki/", "title": "tontinton/maki", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 839, "after": 843, "explanation": "Stars changed: 839 → 843.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Coding agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "developers comparing terminal coding agents with stronger visibility into shell and subagent behavior", "builders who care about context efficiency on larger repositories" ], "risk_categories": [ "system", "account" ], "search_text": "tontinton/maki tontinton open_source other gold high worth_watch developers comparing terminal coding agents with stronger visibility into shell and subagent behavior builders who care about context efficiency on larger repositories", "material_mover": false }, { "id": "evt_bbeb290645d2f94938e9", "entity_id": "gh:gamedev-skills/awesome-gamedev-agent-skills", "item_url": "/item/gamedev-skills-awesome-gamedev-agent-skills/", "title": "gamedev-skills/awesome-gamedev-agent-skills", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 491, "after": 505, "explanation": "Stars changed: 491 → 505.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Skills", "section": "AI Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Game developers using Claude Code, Cursor, Codex, Copilot, Gemini CLI, Cline, Kiro, Windsurf, or Antigravity who want", "Indie studios and hobbyists building Godot, Unity, Unreal, Phaser, PixiJS, three.js, Bevy, pygame, LÖVE, or Roblox" ], "risk_categories": [], "search_text": "gamedev-skills/awesome-gamedev-agent-skills gamedev-skills open_source other gold none try_now game developers using claude code, cursor, codex, copilot, gemini cli, cline, kiro, windsurf, or antigravity who want their agent to load version-pinned engine knowledge on demand indie studios and hobbyists building godot, unity, unreal, phaser, pixijs, three.js,", "material_mover": false }, { "id": "evt_bb36ab2b73cb4352c3e3", "entity_id": "gh:agentscope-ai/agentscope", "item_url": "/item/agentscope-ai-agentscope/", "title": "agentscope-ai/agentscope", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 28873, "after": 28918, "explanation": "Stars changed: 28873 → 28918.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.2, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "AI Agent Framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "teams building production LLM agent platforms", "teams standardizing MCP/tool-connected workflows" ], "risk_categories": [], "search_text": "agentscope-ai/agentscope agentscope-ai open_source agent_framework agent_framework gold conditional try_now teams building production llm agent platforms teams standardizing mcp/tool-connected workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_bb1b009fbca51be4c749", "entity_id": "gh:insforge/insforge", "item_url": "/item/insforge-apache-2-0-all-in-one-open-source-backend-platform-for-agentic/", "title": "InsForge: Apache-2.0 All-in-One Open-Source Backend Platform for Agentic Coding (MCP + CLI + Skills)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12717, "after": 12728, "explanation": "Stars changed: 12717 → 12728.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Coding agent developers + full-stack developers + AI engineers building Claude Code / Codex / Cursor / open-source", "Coding agent developers + MCP-tool-call users that want the MCP Server (self-hosted and cloud) exposing InsForge" ], "risk_categories": [ "system" ], "search_text": "insforge: apache-2.0 all-in-one open-source backend platform for agentic coding (mcp + cli + skills) insforge open_source other gold low try_now coding agent developers + full-stack developers + ai engineers building claude code / codex / cursor / open-source coding-agent integrations + indie developers + small teams + any developer wanting coding agent deve", "material_mover": false }, { "id": "evt_bb135646dda62c0505d4", "entity_id": "gh:engeldlgado/toshllm", "item_url": "/item/engeldlgado-toshllm/", "title": "engeldlgado/toshllm", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 111, "after": 114, "explanation": "Stars changed: 111 → 114.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local AI App", "section": "Local AI / Mac", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Intel Mac owners", "Hackintosh users" ], "risk_categories": [ "sensitive" ], "search_text": "engeldlgado/toshllm engeldlgado open_source inference_runtime inference_runtime silver none watch intel mac owners hackintosh users", "material_mover": false }, { "id": "evt_baf9c170b02d6a1405c4", "entity_id": "gh:vectorize-io/hindsight", "item_url": "/item/vectorize-io-hindsight/", "title": "vectorize-io/hindsight", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 19807, "after": 19896, "explanation": "Stars changed: 19807 → 19896.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "RAG / Knowledge Graphs", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "agent developers", "copilot builders" ], "risk_categories": [ "sensitive" ], "search_text": "vectorize-io/hindsight vectorize-io open_source rag_knowledge rag_knowledge gold conditional try_now agent developers copilot builders", "material_mover": false }, { "id": "evt_baeb178f9caf332abe05", "entity_id": "gh:wqq64842-commits/holojarvis", "item_url": "/item/wqq64842-commits-holojarvis/", "title": "wqq64842-commits/holojarvis", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 55, "after": 56, "explanation": "Stars changed: 55 → 56.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local AI App", "section": "Local AI / Voice Assistant", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "local AI users", "voice assistant tinkerers" ], "risk_categories": [], "search_text": "wqq64842-commits/holojarvis wqq64842-commits open_source other silver conditional watch local ai users voice assistant tinkerers model context protocol model context protocol", "material_mover": false }, { "id": "evt_bace5936741576901907", "entity_id": "gh:activeing123/mcptoon", "item_url": "/item/activeing123-mcptoon/", "title": "activeing123/mcptoon", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "v0.3.0", "explanation": "Version changed: not recorded → v0.3.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "agent developers running MCP tool discovery at scale", "anyone paying for Claude / GPT tokens via the MCP protocol" ], "risk_categories": [ "account" ], "search_text": "activeing123/mcptoon activeing123 open_source other silver low try_now agent developers running mcp tool discovery at scale anyone paying for claude / gpt tokens via the mcp protocol claude model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_ba9db6f06ffc2ec20122", "entity_id": "gh:jmerelnyc/talos", "item_url": "/item/jmerelnyc-talos/", "title": "jmerelnyc/Talos", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 793, "after": 791, "explanation": "Stars changed: 793 → 791.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Python GPU-worker client for", "section": "Inference & Serving", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Any developer or homelab operator who owns a GPU machine with idle time and wants to earn payouts by serving", "Anyone who wants to tune how much of their machine they offer via the allocation slider (0..1 maps to" ], "risk_categories": [ "account" ], "search_text": "jmerelnyc/talos jmerelnyc open_source other gold low try_now any developer or homelab operator who owns a gpu machine with idle time and wants to earn payouts by serving open-model inference jobs to a paid network without writing a network protocol — talos is anyone who wants to tune how much of their machine they offer via the allocation slider (0..1 maps", "material_mover": false }, { "id": "evt_ba915ab97d42fb2c13db", "entity_id": "gh:praetorian-inc/augustus", "item_url": "/item/praetorian-inc-augustus/", "title": "praetorian-inc/augustus", "category": "security", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.14.15", "after": "v0.14.19", "explanation": "Version changed: v0.14.15 → v0.14.19.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Security Tool", "section": "Agent Security / Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "security teams evaluating LLM feature risk", "developers shipping agent-enabled products" ], "risk_categories": [], "search_text": "praetorian-inc/augustus praetorian-inc open_source security security silver conditional watch security teams evaluating llm feature risk developers shipping agent-enabled products", "material_mover": false }, { "id": "evt_ba7da3de3d6c3c6c1ef0", "entity_id": "gh:openbmb/minicpm", "item_url": "/item/openbmb-minicpm5-1b/", "title": "OpenBMB/MiniCPM5-1B", "category": "model", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10152, "after": 10166, "explanation": "Stars changed: 10152 → 10166.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Research", "section": "Model Release", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 6.2, "best_for": [ "LLM practitioners", "app builders" ], "risk_categories": [], "search_text": "openbmb/minicpm5-1b openbmb open_source model model gold conditional watch llm practitioners app builders", "material_mover": false }, { "id": "evt_ba60260414abdd39051a", "entity_id": "gh:ktsoator/or", "item_url": "/item/ktsoator-or/", "title": "ktsoator/or", "category": "agent_framework", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.6.12", "after": "v0.6.13", "explanation": "Version changed: v0.6.12 → v0.6.13.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Modular Go toolkit for LLM", "section": "SDK / Toolkit / Provider-Neutral LLM", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Go developers, agent builders, AI infrastructure teams, and SDK consumers who want a provider-neutral LLM + agent", "Teams that already use OpenAI-compatible providers (DeepSeek, Groq, xAI, OpenRouter, vLLM, Ollama) or" ], "risk_categories": [], "search_text": "ktsoator/or ktsoator open_source agent_framework agent_framework silver conditional try_now go developers, agent builders, ai infrastructure teams, and sdk consumers who want a provider-neutral llm + agent toolkit in pure go with typed events + typed tools + stateful agent loop + harness teams that already use openai-compatible providers (deepseek, groq, xai", "material_mover": false }, { "id": "evt_ba56d21d7cf0a3caaaa3", "entity_id": "gh:avifenesh/bw24", "item_url": "/item/avifenesh-bw24/", "title": "avifenesh/bw24", "category": "inference_runtime", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.81.0", "after": "v0.82.0", "explanation": "Version changed: v0.81.0 → v0.82.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "From-scratch Rust+CUDA LLM", "section": "From-Scratch Rust+CUDA LLM Inference Engine", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI researchers, ML systems engineers, inference engine developers, AI-curious readers, and any developer working on", "Engineering teams that want from-scratch kernel work for sm_120a -- every kernel written and tuned against measured" ], "risk_categories": [], "search_text": "avifenesh/bw24 avifenesh open_source inference_runtime inference_runtime gold low try_now ai researchers, ml systems engineers, inference engine developers, ai-curious readers, and any developer working on consumer-blackwell (sm_120a) gpu inference -- and who can pair avifenesh/bw24 with engineering teams that want from-scratch kernel work for sm_120a -- eve", "material_mover": false }, { "id": "evt_b9ac920abd2083bfecb7", "entity_id": "gh:u-ichi/reviewable-html-workbench", "item_url": "/item/u-ichi-reviewable-html-workbench/", "title": "u-ichi/reviewable-html-workbench", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 280, "after": 281, "explanation": "Stars changed: 280 → 281.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Review Workflow", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Teams reviewing agent-generated reports and design docs", "Developers who want inline review instead of chat-only feedback" ], "risk_categories": [], "search_text": "u-ichi/reviewable-html-workbench u-ichi open_source other silver conditional try_now teams reviewing agent-generated reports and design docs developers who want inline review instead of chat-only feedback claude code plugins", "material_mover": false }, { "id": "evt_b976b8f6879c68ac20b0", "entity_id": "gh:vinhnx/vtcode", "item_url": "/item/vt-code-rust-coding-agent-with-multi-provider-open-protocols/", "title": "VT Code: Rust Coding Agent with Multi-Provider + Open Protocols", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "0.143.2", "after": "0.143.4", "explanation": "Version changed: 0.143.2 → 0.143.4.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Rust developers, AI agent developers, AI coding agent users, OS-native-sandboxing users, multi-provider users, MCP/A2A", "Rust developers + AI agent developers that want the OS-native sandboxing (the consumer gets a restricted shell sandbox" ], "risk_categories": [ "system" ], "search_text": "vt code: rust coding agent with multi-provider + open protocols vinhnx open_source other silver low try_now rust developers, ai agent developers, ai coding agent users, os-native-sandboxing users, multi-provider users, mcp/a2a users, ai-curious readers tracking the rust coding agent space, engineering rust developers + ai agent developers that want the os-na", "material_mover": false }, { "id": "evt_b96ca4354c3a3273e3dd", "entity_id": "gh:memvid/memvid", "item_url": "/item/memvid-memvid/", "title": "memvid/memvid", "category": "rag_knowledge", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "active", "after": "maintained", "explanation": "Maintenance changed: active → maintained.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Memory / RAG Infrastructure", "section": "Single-File Memory Layer for AI Agents With", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "knowledge-system builders", "search engineers" ], "risk_categories": [], "search_text": "memvid/memvid memvid open_source rag_knowledge rag_knowledge gold low try_now knowledge-system builders search engineers", "material_mover": false }, { "id": "evt_b9620eebbac3eb587eed", "entity_id": "gh:haidang1810/md2html", "item_url": "/item/haidang1810-md2html/", "title": "haidang1810/md2html", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 417, "after": 418, "explanation": "Stars changed: 417 → 418.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Docs Publishing Skill", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Teams turning AI-written plans or specs into something reviewable in a browser", "Developers who want better-looking internal docs without a full docs-site pipeline" ], "risk_categories": [], "search_text": "haidang1810/md2html haidang1810 open_source other silver none try_now teams turning ai-written plans or specs into something reviewable in a browser developers who want better-looking internal docs without a full docs-site pipeline", "material_mover": false }, { "id": "evt_b8fee765fb64fe72037a", "entity_id": "gh:agenta-ai/agenta", "item_url": "/item/agenta-ai-agenta/", "title": "Agenta-AI/agenta", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4461, "after": 4467, "explanation": "Stars changed: 4461 → 4467.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "agenta-ai/agenta agenta-ai open_source other gold none try_now ai developers technical founders self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_b8dd2ae03cb441a43ae3", "entity_id": "gh:onevcat/argue", "item_url": "/item/onevcat-argue/", "title": "onevcat/argue", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 271, "after": 270, "explanation": "Stars changed: 271 → 270.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Agent Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who want a repeatable second-opinion workflow for code, architecture, or design decisions", "AI teams evaluating whether multi-agent debate produces better outcomes than a single model run" ], "risk_categories": [], "search_text": "onevcat/argue onevcat open_source other gold conditional try_now developers who want a repeatable second-opinion workflow for code, architecture, or design decisions ai teams evaluating whether multi-agent debate produces better outcomes than a single model run", "material_mover": false }, { "id": "evt_b8d4ecf1c92bed78a079", "entity_id": "gh:google/ax", "item_url": "/item/google-ax-agent-executor/", "title": "google/ax (Agent Executor)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1948, "after": 1951, "explanation": "Stars changed: 1948 → 1951.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "google/ax (agent executor) google open_source other gold none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_b8b2f966e0a6b8f2b80a", "entity_id": "gh:cristicretu/diri", "item_url": "/item/diri/", "title": "diri", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 253, "after": 257, "explanation": "Stars changed: 253 → 257.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Coding assistants and dev agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.4, "best_for": [ "macOS developers running multiple Claude Code or Codex sessions in parallel against the same repository who need a", "coding teams that need agent sessions to survive quit/reopen without losing progress, and who want the agent-of-agents" ], "risk_categories": [ "system" ], "search_text": "diri cristicretu open_source other gold conditional try_now macos developers running multiple claude code or codex sessions in parallel against the same repository who need a single sidebar instead of ten terminal tabs coding teams that need agent sessions to survive quit/reopen without losing progress, and who want the agent-of-agents mcp primitive for orch", "material_mover": false }, { "id": "evt_b874ad7bc01155042410", "entity_id": "gh:tensorlakeai/tensorlake", "item_url": "/item/tensorlakeai-tensorlake/", "title": "tensorlakeai/tensorlake", "category": "agent_framework", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "cli-v0.5.105", "after": "cli-v0.5.106", "explanation": "Version changed: cli-v0.5.105 → cli-v0.5.106.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Infrastructure", "section": "AI Infrastructure / Sandboxes", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "agent platform teams", "AI infrastructure engineers" ], "risk_categories": [ "system" ], "search_text": "tensorlakeai/tensorlake tensorlakeai open_source agent_framework agent_framework gold medium try_now agent platform teams ai infrastructure engineers", "material_mover": false }, { "id": "evt_b8422c7c35af3d911e23", "entity_id": "gh:daytonaio/daytona", "item_url": "/item/daytonaio-daytona/", "title": "daytonaio/daytona", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 72024, "after": 72025, "explanation": "Stars changed: 72024 → 72025.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Runtime", "section": "AI Infra / Code Execution", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "teams building coding agents or code interpreters", "platform engineers who need safer generated-code execution" ], "risk_categories": [ "system" ], "search_text": "daytonaio/daytona daytonaio open_source other gold conditional try_now teams building coding agents or code interpreters platform engineers who need safer generated-code execution", "material_mover": false }, { "id": "evt_b80f4d30a843bf9cb5e5", "entity_id": "gh:davidondrej/skills", "item_url": "/item/davidondrej-skills/", "title": "davidondrej/skills", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3590, "after": 3602, "explanation": "Stars changed: 3590 → 3602.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "30 installable agent skills", "section": "AI Agent Skills Library", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI-coding power users, agent developers, automation builders, knowledge workers, technical writers, AI-curious", "Engineering teams that want a broad-scope personal agent skills library -- the 30 installable skills across 5" ], "risk_categories": [], "search_text": "davidondrej/skills davidondrej open_source other gold low try_now ai-coding power users, agent developers, automation builders, knowledge workers, technical writers, ai-curious readers, and any developer building a multi-skill agent workflow with an engineering teams that want a broad-scope personal agent skills library -- the 30 installable skills across 5", "material_mover": false }, { "id": "evt_b80f2e791fb8fc65ba0f", "entity_id": "gh:agent-of-empires/agent-of-empires", "item_url": "/item/agent-of-empires-agent-of-empires/", "title": "agent-of-empires/agent-of-empires", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.14.0", "after": "v1.14.1", "explanation": "Version changed: v1.14.0 → v1.14.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Developer Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "coding-agent operators", "developer tool teams" ], "risk_categories": [], "search_text": "agent-of-empires/agent-of-empires agent-of-empires open_source coding_agent coding_agent gold conditional watch coding-agent operators developer tool teams claude claude code google gemini openai codex", "material_mover": false }, { "id": "evt_b804181b9244cb434975", "entity_id": "gh:webbrain-one/webbrain", "item_url": "/item/webbrain-one-webbrain/", "title": "webbrain-one/webbrain", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v29.0.2", "after": "v30.0.5", "explanation": "Version changed: v29.0.2 → v30.0.5.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Browser agents", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.9, "best_for": [ "power users who want local or bring-your-own-model browser assistance", "developers comparing browser-extension agent designs against desktop or remote-browser approaches" ], "risk_categories": [], "search_text": "webbrain-one/webbrain webbrain-one open_source other gold conditional try_now power users who want local or bring-your-own-model browser assistance developers comparing browser-extension agent designs against desktop or remote-browser approaches", "material_mover": false }, { "id": "evt_b7d3b2c942ca970bd994", "entity_id": "gh:block/buzz", "item_url": "/item/block-buzz/", "title": "block/buzz", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "desktop-v0.5.10", "after": "desktop-v0.5.11", "explanation": "Version changed: desktop-v0.5.10 → desktop-v0.5.11.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 5.5, "best_for": [ "Engineering teams coordinating multiple coding agents and people in one workspace." ], "risk_categories": [ "system" ], "search_text": "block/buzz block open_source other silver medium worth_watch engineering teams coordinating multiple coding agents and people in one workspace.", "material_mover": false }, { "id": "evt_b7c539723d847e1ba8a2", "entity_id": "gh:laravel/boost", "item_url": "/item/laravel-boost/", "title": "laravel/boost", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3570, "after": 3572, "explanation": "Stars changed: 3570 → 3572.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Laravel developers", "PHP teams" ], "risk_categories": [], "search_text": "laravel/boost laravel open_source other silver conditional try_now laravel developers php teams", "material_mover": false }, { "id": "evt_b7a423ae1a1be4f8df7e", "entity_id": "gh:majidmanzarpour/threejs-game-skills", "item_url": "/item/majidmanzarpour-threejs-game-skills/", "title": "majidmanzarpour/threejs-game-skills", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1268, "after": 1279, "explanation": "Stars changed: 1268 → 1279.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Three.js Game Agent Skills", "section": "MIT Three.js Game Agent Skills Bundle", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "majidmanzarpour/threejs-game-skills majidmanzarpour open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_b78370b232caa2599237", "entity_id": "gh:pbakaus/impeccable", "item_url": "/item/pbakaus-impeccable/", "title": "pbakaus/impeccable", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "ext-v1.3.1", "explanation": "Version changed: not recorded → ext-v1.3.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Design / Prototyping", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "engineering teams and design-ops teams who use Cursor / Claude Code / Copilot / Gemini CLI / Codex CLI / Grok Build /", "design-system maintainers who need a shared rule pack across every AI tool the team uses without writing per-agent" ], "risk_categories": [], "search_text": "pbakaus/impeccable pbakaus open_source other gold low try_now engineering teams and design-ops teams who use cursor / claude code / copilot / gemini cli / codex cli / grok build / opencode / pi / kiro / trae / rovo dev / qoder / mistral vibe / antigravity to design-system maintainers who need a shared rule pack across every ai tool the team uses without writ", "material_mover": false }, { "id": "evt_b757a45c6d622d4d23fb", "entity_id": "gh:microsoft/vibevoice", "item_url": "/item/microsoft-vibevoice/", "title": "microsoft/VibeVoice", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 52558, "after": 52643, "explanation": "Stars changed: 52558 → 52643.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "microsoft/vibevoice microsoft open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_b74d2e90ca179aa2e847", "entity_id": "gh:upsonic/upsonic", "item_url": "/item/upsonic-upsonic/", "title": "Upsonic/Upsonic", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7935, "after": 7938, "explanation": "Stars changed: 7935 → 7938.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Framework", "section": "AI Agents / Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Python developers building autonomous agents", "teams evaluating MCP-aware agent frameworks" ], "risk_categories": [], "search_text": "upsonic/upsonic upsonic open_source other silver conditional try_now python developers building autonomous agents teams evaluating mcp-aware agent frameworks claude model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_b7335c079c3275f3e14f", "entity_id": "gh:tencentcloud/cubesandbox", "item_url": "/item/tencentcloud-cubesandbox/", "title": "TencentCloud/CubeSandbox", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 11059, "after": 11086, "explanation": "Stars changed: 11059 → 11086.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Agent Sandbox / Concurrent", "section": "Apache-2.0 Instant, Concurrent, Secure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [ "system" ], "search_text": "tencentcloud/cubesandbox tencentcloud open_source agent_framework agent_framework silver low try_now agent builders ai platform engineers", "material_mover": false }, { "id": "evt_b70cd0d274b23201c055", "entity_id": "gh:giskard-ai/giskard-oss", "item_url": "/item/giskard-ai-giskard-oss/", "title": "Giskard-AI/giskard-oss", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5749, "after": 5748, "explanation": "Stars changed: 5749 → 5748.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "research", "verification_stage": "discovered", "type": "GitHub repo", "section": "Evaluation / Testing", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Teams building regression and vulnerability tests for agents", "RAG builders who need repeatable retrieval and answer-quality checks" ], "risk_categories": [], "search_text": "giskard-ai/giskard-oss giskard-ai research research research gold conditional try_now teams building regression and vulnerability tests for agents rag builders who need repeatable retrieval and answer-quality checks", "material_mover": false }, { "id": "evt_b703fbb0865d1fae5bf6", "entity_id": "gh:samanhappy/mcphub", "item_url": "/item/samanhappy-mcphub/", "title": "samanhappy/mcphub", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2295, "after": 2299, "explanation": "Stars changed: 2295 → 2299.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Platform", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "platform teams that have 5+ MCP servers to manage and need a central dashboard with hot-swap config (no downtime)", "dev teams that need AI-powered tool discovery via vector semantic search (the hub routes the agent to the right tool)" ], "risk_categories": [ "account" ], "search_text": "samanhappy/mcphub samanhappy open_source other gold none try_now platform teams that have 5+ mcp servers to manage and need a central dashboard with hot-swap config (no downtime) dev teams that need ai-powered tool discovery via vector semantic search (the hub routes the agent to the right tool)", "material_mover": false }, { "id": "evt_b6dc816bc718d33e7a65", "entity_id": "gh:vercel/ai", "item_url": "/item/vercel-ai-sdk/", "title": "Vercel AI SDK", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 26146, "after": 26170, "explanation": "Stars changed: 26146 → 26170.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "frontend and backend TypeScript engineers", "teams evaluating multi-provider LLM routing" ], "risk_categories": [], "search_text": "vercel ai sdk vercel open_source other gold conditional try_now frontend and backend typescript engineers teams evaluating multi-provider llm routing anthropic google gemini openai", "material_mover": false }, { "id": "evt_b6a4730572df66f21da6", "entity_id": "gh:xiaomimimo/mimo-code", "item_url": "/item/xiaomimimo-mimo-code/", "title": "XiaomiMiMo/MiMo-Code", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.1.11", "after": "v0.1.12", "explanation": "Version changed: v0.1.11 → v0.1.12.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers using AI coding agents", "CLI-first power users" ], "risk_categories": [ "system" ], "search_text": "xiaomimimo/mimo-code xiaomimimo open_source other gold conditional try_now developers using ai coding agents cli-first power users", "material_mover": false }, { "id": "evt_b685e5758a3a49b8ee71", "entity_id": "gh:ggml-org/llama.cpp", "item_url": "/item/ggml-org-llama-cpp/", "title": "ggml-org/llama.cpp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 123663, "after": 123808, "explanation": "Stars changed: 123663 → 123808.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local LLM inference runtimes", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.7, "best_for": [ "developers running GGUF language models locally", "teams testing private or edge inference before using hosted APIs" ], "risk_categories": [], "search_text": "ggml-org/llama.cpp ggml-org open_source other inference_runtime gold conditional try_now developers running gguf language models locally teams testing private or edge inference before using hosted apis", "material_mover": false }, { "id": "evt_b671d628347bd18d7888", "entity_id": "gh:mem0ai/mem0", "item_url": "/item/mem0ai-mem0/", "title": "mem0ai/mem0", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 63124, "after": 63207, "explanation": "Stars changed: 63124 → 63207.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.38, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "knowledge-system builders", "search engineers" ], "risk_categories": [], "search_text": "mem0ai/mem0 mem0ai open_source rag_knowledge rag_knowledge silver none try_now knowledge-system builders search engineers", "material_mover": false }, { "id": "evt_b66453b583267f030223", "entity_id": "gh:cccyd2003-qwq/pinkbin", "item_url": "/item/cccyd2003-qwq-pinkbin/", "title": "cccyd2003-qwq/pinkbin", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "active", "after": "maintained", "explanation": "Maintenance changed: active → maintained.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local AI Tool", "section": "Local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 8.8, "best_for": [ "Power users cleaning up crowded SSDs and developer machines", "People who want AI explanations for unfamiliar caches, build folders, or app leftovers" ], "risk_categories": [], "search_text": "cccyd2003-qwq/pinkbin cccyd2003-qwq open_source other other silver conditional try_now power users cleaning up crowded ssds and developer machines people who want ai explanations for unfamiliar caches, build folders, or app leftovers", "material_mover": false }, { "id": "evt_b60982dfb2cbf34c5b6b", "entity_id": "gh:copilotkit/opentag", "item_url": "/item/copilotkit-opentag/", "title": "CopilotKit/OpenTag", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "v0.2.2", "explanation": "Version changed: not recorded → v0.2.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Open-source Claude-in-Slack", "section": "Agent Platform / Slack Integration", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Engineering teams, SRE / DevOps teams, product teams, and AI-coding enthusiasts who want an open-source", "Teams that already use Discord / Telegram / WhatsApp as their primary chat platform and want the same open-source" ], "risk_categories": [], "search_text": "copilotkit/opentag copilotkit open_source other gold low try_now engineering teams, sre / devops teams, product teams, and ai-coding enthusiasts who want an open-source, self-hostable, byok alternative to anthropic's paid claude-in-slack — slack-native ai agent teams that already use discord / telegram / whatsapp as their primary chat platform and want the", "material_mover": false }, { "id": "evt_b6053bb9d0d5cfdcd407", "entity_id": "gh:opensandbox-group/opensandbox", "item_url": "/item/opensandbox-group-opensandbox/", "title": "opensandbox-group/OpenSandbox", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "docker/egress/v1.1.6", "after": "docker/execd/v1.0.22", "explanation": "Version changed: docker/egress/v1.1.6 → docker/execd/v1.0.22.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Platform", "section": "Agent Security / Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "platform teams running heterogeneous AI agent workloads (coding, GUI, evaluation, RL) that need one sandbox across all", "engineering teams in multi-language shops (Python / Java / JS / C# / Go) that need SDKs in their existing languages" ], "risk_categories": [ "sensitive", "system", "account" ], "search_text": "opensandbox-group/opensandbox opensandbox-group open_source other gold none try_now platform teams running heterogeneous ai agent workloads (coding, gui, evaluation, rl) that need one sandbox across all of them engineering teams in multi-language shops (python / java / js / c# / go) that need sdks in their existing languages kubernetes", "material_mover": false }, { "id": "evt_b604b6b85977b2ff5306", "entity_id": "gh:beever-ai/beever-atlas", "item_url": "/item/beever-ai-beever-atlas/", "title": "Beever-AI/beever-atlas", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 438, "after": 439, "explanation": "Stars changed: 438 → 439.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 self-maintaining", "section": "Beever-AI/beever-atlas is the Apache-2.0 Beever", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "**Teams whose working memory lives in chat** — Beever Atlas pulls the conversations your team already has on Slack /", "**Engineering managers who lose context on every handover** — the graph store connects the people, decisions, and" ], "risk_categories": [], "search_text": "beever-ai/beever-atlas beever-ai open_source other gold none try_now **teams whose working memory lives in chat** — beever atlas pulls the conversations your team already has on slack / discord / teams / mattermost, distils them into atomic facts, deduplicates them **engineering managers who lose context on every handover** — the graph store connects the", "material_mover": false }, { "id": "evt_b5f31399b9659a7e9359", "entity_id": "gh:topoteretes/cognee", "item_url": "/item/topoteretes-cognee/", "title": "topoteretes/cognee", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 29975, "after": 29998, "explanation": "Stars changed: 29975 → 29998.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Memory and Knowledge Graph", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI agent builders who need an Apache-2.0-licensed, open-source AI memory platform that gives agents persistent", "RAG application teams who want a single platform that combines vector search, graph databases, and LLM-driven entity" ], "risk_categories": [], "search_text": "topoteretes/cognee topoteretes open_source rag_knowledge rag_knowledge gold low try_now ai agent builders who need an apache-2.0-licensed, open-source ai memory platform that gives agents persistent long-term memory across sessions rag application teams who want a single platform that combines vector search, graph databases, and llm-driven entity extraction", "material_mover": false }, { "id": "evt_b5be40dbe0a969bf16c5", "entity_id": "gh:tw93/kaku", "item_url": "/item/tw93-kaku/", "title": "tw93/Kaku", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5756, "after": 5762, "explanation": "Stars changed: 5756 → 5762.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool / Terminal", "section": "Fast, Out-of-the-Box WezTerm Fork Terminal", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "tw93/kaku tw93 open_source other silver low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_b5b7e99195602413557c", "entity_id": "gh:lightning-ai/litserve", "item_url": "/item/lightning-ai-litserve/", "title": "Lightning-AI/LitServe", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3927, "after": 3926, "explanation": "Stars changed: 3927 → 3926.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Inference & LLM Ops", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "builders who need to ship a custom inference server for a PyTorch model, RAG pipeline, or agent with deterministic", "teams standardizing on a single Python inference runtime that supports BYO model, vLLM, and multi-GPU autoscaling" ], "risk_categories": [], "search_text": "lightning-ai/litserve lightning-ai open_source other gold none try_now builders who need to ship a custom inference server for a pytorch model, rag pipeline, or agent with deterministic batching and streaming without fastapi / grpc glue teams standardizing on a single python inference runtime that supports byo model, vllm, and multi-gpu autoscaling api", "material_mover": false }, { "id": "evt_b5b3cdab23d3c697ced2", "entity_id": "gh:langfuse/langfuse", "item_url": "/item/langfuse-langfuse/", "title": "langfuse/langfuse", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 32973, "after": 33053, "explanation": "Stars changed: 32973 → 33053.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "installed_and_tested", "type": "Tool", "section": "AI Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "LLM platform operators", "AI product teams" ], "risk_categories": [], "search_text": "langfuse/langfuse langfuse open_source other research gold conditional try_now llm platform operators ai product teams self-hosted langchain llamaindex openai", "material_mover": false }, { "id": "evt_b587b4160a7ffbc25af9", "entity_id": "gh:kerlenton/mcpsnoop", "item_url": "/item/kerlenton-mcpsnoop/", "title": "kerlenton/mcpsnoop", "category": "mcp_infrastructure", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 336, "after": 337, "explanation": "Stars changed: 336 → 337.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Traffic Inspector", "section": "AI Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "MCP server authors debugging 'the tool silently wasn't called / capabilities don't line up / the call hangs' mysteries", "MCP client authors reverse-engineering what a real client actually sends vs. what the docs say — run `mcpsnoop" ], "risk_categories": [ "system" ], "search_text": "kerlenton/mcpsnoop kerlenton open_source mcp_infrastructure mcp_infrastructure gold low try_now mcp server authors debugging 'the tool silently wasn't called / capabilities don't line up / the call hangs' mysteries in production — replace the server command in your claude desktop / cursor / mcp client authors reverse-engineering what a real client actually", "material_mover": false }, { "id": "evt_b557733d964a9a511306", "entity_id": "gh:frenzymath/danus", "item_url": "/item/frenzymath-danus/", "title": "frenzymath/Danus", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 169, "after": 174, "explanation": "Stars changed: 169 → 174.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "frenzymath/danus frenzymath open_source other gold none try_now ai developers technical founders claude code openai codex", "material_mover": false }, { "id": "evt_b555fe2f6c5ebc656acb", "entity_id": "gh:redis/mcp-redis", "item_url": "/item/redis-mcp-redis/", "title": "redis/mcp-redis", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 563, "after": 566, "explanation": "Stars changed: 563 → 566.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "engineers running agents on top of Redis who want first-party MCP primitives instead of hand-rolled wrappers", "teams standardizing on MCP for agent-to-data access across multiple agent frameworks" ], "risk_categories": [], "search_text": "redis/mcp-redis redis open_source other silver none try_now engineers running agents on top of redis who want first-party mcp primitives instead of hand-rolled wrappers teams standardizing on mcp for agent-to-data access across multiple agent frameworks redis", "material_mover": false }, { "id": "evt_b4edb8d0d03717243939", "entity_id": "gh:gmickel/flow-next", "item_url": "/item/gmickel-flow-next/", "title": "gmickel/flow-next", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "flow-next-v3.29.0", "after": "flow-next-v3.32.1", "explanation": "Version changed: flow-next-v3.29.0 → flow-next-v3.32.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [], "search_text": "gmickel/flow-next gmickel open_source coding_agent coding_agent silver high watch software engineers developer-tool teams anthropic claude code openai codex plugins", "material_mover": false }, { "id": "evt_b4edb0677b217d3ed49a", "entity_id": "gh:ruvnet/agent-harness-generator", "item_url": "/item/ruvnet-agent-harness-generator/", "title": "ruvnet/agent-harness-generator", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 573, "after": 577, "explanation": "Stars changed: 573 → 577.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Frameworks / Scaffolding", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Engineering teams that want a per-repo AI agent harness — one CLI + one coding agent + one local MCP server + scoped", "Organizations that want one consistent harness across Claude Code / Codex / pi.dev / Hermes / OpenClaw / RVM /" ], "risk_categories": [ "provenance" ], "search_text": "ruvnet/agent-harness-generator ruvnet open_source other gold low try_now engineering teams that want a per-repo ai agent harness — one cli + one coding agent + one local mcp server + scoped memory + skills + governance + release verification + witness-signed provenance — organizations that want one consistent harness across claude code / codex / pi.dev /", "material_mover": false }, { "id": "evt_b4e997826a9447163ff4", "entity_id": "gh:open-metadata/openmetadata", "item_url": "/item/open-metadata-openmetadata/", "title": "open-metadata/OpenMetadata", "category": "data_tooling", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "1.13.3-release", "after": "2.0.0-rc2-release", "explanation": "Version changed: 1.13.3-release → 2.0.0-rc2-release.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Data Context / AI Metadata Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Data platform teams who need an Apache-2.0 unified metadata platform with 80+ connectors, knowledge-graph-backed", "AI builders who need an AI-ready metadata API that LLM agents and RAG systems can query for schema, ownership" ], "risk_categories": [], "search_text": "open-metadata/openmetadata open-metadata open_source data_tooling data_tooling silver low try_now data platform teams who need an apache-2.0 unified metadata platform with 80+ connectors, knowledge-graph-backed lineage, and a data-quality engine ai builders who need an ai-ready metadata api that llm agents and rag systems can query for schema, ownership, lin", "material_mover": false }, { "id": "evt_b4d3b56b9814eab33fe3", "entity_id": "gh:portkey-ai/gateway", "item_url": "/item/portkey-ai-gateway/", "title": "Portkey-AI/gateway", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12702, "after": 12706, "explanation": "Stars changed: 12702 → 12706.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "LLM gateway", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "platform teams standardizing access to multiple model providers behind one internal endpoint", "developers who want retries, fallbacks, and routing logic without writing a gateway layer from scratch" ], "risk_categories": [], "search_text": "portkey-ai/gateway portkey-ai open_source other gold conditional try_now platform teams standardizing access to multiple model providers behind one internal endpoint developers who want retries, fallbacks, and routing logic without writing a gateway layer from scratch langchain model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_b4a47d7df5b68d305450", "entity_id": "gh:metapriseai/orgkernel", "item_url": "/item/metapriseai-orgkernel/", "title": "MetapriseAI/OrgKernel", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2724, "after": 2753, "explanation": "Stars changed: 2724 → 2753.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "security", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "security engineers", "AI assurance teams" ], "risk_categories": [ "account", "impact" ], "search_text": "metapriseai/orgkernel metapriseai open_source security security gold none try_now security engineers ai assurance teams", "material_mover": false }, { "id": "evt_b489217b9e06ca25a5ef", "entity_id": "gh:liuluhaixiu/davinci-autoedit-agent", "item_url": "/item/liuluhaixiu-davinci-autoedit-agent/", "title": "liuluhaixiu/DaVinci-AutoEdit-Agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 358, "after": 361, "explanation": "Stars changed: 358 → 361.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Creator Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "video editors", "creator teams" ], "risk_categories": [], "search_text": "liuluhaixiu/davinci-autoedit-agent liuluhaixiu open_source other silver conditional watch video editors creator teams", "material_mover": false }, { "id": "evt_b486c87dfd62edef75d1", "entity_id": "gh:doorman11991/smallcode", "item_url": "/item/doorman11991-smallcode/", "title": "Doorman11991/smallcode", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2006, "after": 2007, "explanation": "Stars changed: 2006 → 2007.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Local Coding Agent", "section": "MIT `smallcode` Node.js Terminal-Native AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [ "system" ], "search_text": "doorman11991/smallcode doorman11991 open_source coding_agent coding_agent silver conditional try_now software engineers developer-tool teams", "material_mover": false }, { "id": "evt_b46724e6f12b5699abac", "entity_id": "gh:capture0x/adstrike", "item_url": "/item/capture0x-adstrike/", "title": "capture0x/AdStrike", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 344, "after": 345, "explanation": "Stars changed: 344 → 345.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Security / Active Directory", "section": "MIT AI-Powered Modular Active Directory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "security engineers", "AI assurance teams" ], "risk_categories": [], "search_text": "capture0x/adstrike capture0x open_source security security silver medium try_now security engineers ai assurance teams", "material_mover": false }, { "id": "evt_b45a105ce23fdf182c51", "entity_id": "gh:rtk-ai/rtk", "item_url": "/item/rtk-ai-rtk/", "title": "rtk-ai/rtk", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 75878, "after": 76024, "explanation": "Stars changed: 75878 → 76024.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI coding-agent users", "developer-tool power users" ], "risk_categories": [ "system" ], "search_text": "rtk-ai/rtk rtk-ai open_source other gold conditional try_now ai coding-agent users developer-tool power users anthropic claude code", "material_mover": false }, { "id": "evt_b443e257bf61c0f5d32c", "entity_id": "gh:atilaahmettaner/tradingview-mcp", "item_url": "/item/atilaahmettaner-tradingview-mcp/", "title": "atilaahmettaner/tradingview-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3943, "after": 3948, "explanation": "Stars changed: 3943 → 3948.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Market Data", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Traders who want an LLM agent that can quote and screen real-time crypto and equities", "Quant hobbyists exploring agentic backtesting without writing a custom adapter" ], "risk_categories": [], "search_text": "atilaahmettaner/tradingview-mcp atilaahmettaner open_source other gold low try_now traders who want an llm agent that can quote and screen real-time crypto and equities quant hobbyists exploring agentic backtesting without writing a custom adapter model context protocol model context protocol", "material_mover": false }, { "id": "evt_b42aeff851af891d9060", "entity_id": "gh:oumi-ai/oumi", "item_url": "/item/oumi-ai-oumi/", "title": "oumi-ai/oumi", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9374, "after": 9375, "explanation": "Stars changed: 9374 → 9375.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "research", "verification_stage": "discovered", "type": "Platform / SDK", "section": "End-to-End Foundation Model Lifecycle", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "AI researchers", "evaluation engineers" ], "risk_categories": [], "search_text": "oumi-ai/oumi oumi-ai research research research gold low try_now ai researchers evaluation engineers", "material_mover": false }, { "id": "evt_b428ad213a6e8aae2545", "entity_id": "gh:hkuds/openspace", "item_url": "/item/hkuds-openspace/", "title": "hkuds/openspace", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7366, "after": 7374, "explanation": "Stars changed: 7366 → 7374.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "hkuds/openspace hkuds open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_b418c0dcc588bc8bf17d", "entity_id": "gh:hi-godot/godot-ai", "item_url": "/item/hi-godot-godot-ai/", "title": "hi-godot/godot-ai", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1603, "after": 1636, "explanation": "Stars changed: 1603 → 1636.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Game Dev / MCP", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI-assisted game developers using Godot", "indie studios and hobbyists building agents that drive real Godot projects" ], "risk_categories": [], "search_text": "hi-godot/godot-ai hi-godot open_source coding_agent coding_agent gold conditional try_now ai-assisted game developers using godot indie studios and hobbyists building agents that drive real godot projects model context protocol model context protocol", "material_mover": true }, { "id": "evt_b4042b87dae9f92a0413", "entity_id": "gh:google/tunix", "item_url": "/item/google-tunix-tune-in-jax-apache-2-0-jax-based-library-for-llm-post-train/", "title": "Google Tunix (Tune-in-JAX): Apache-2.0 JAX-Based Library for LLM Post-Training (SFT + RL + Agentic RL, TPU-Native, Flax NNX + vLLM / SGLang-JAX Integration)", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2400, "after": 2402, "explanation": "Stars changed: 2400 → 2402.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "research", "verification_stage": "discovered", "type": "Research", "section": "research", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI researchers", "evaluation engineers" ], "risk_categories": [], "search_text": "google tunix (tune-in-jax): apache-2.0 jax-based library for llm post-training (sft + rl + agentic rl, tpu-native, flax nnx + vllm / sglang-jax integration) google research research research gold low try_now ai researchers evaluation engineers", "material_mover": false }, { "id": "evt_b3acc853a22f8b48fbf6", "entity_id": "gh:rivet-dev/agentos", "item_url": "/item/rivet-dev-agentos/", "title": "rivet-dev/agentos", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4368, "after": 4376, "explanation": "Stars changed: 4368 → 4376.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "AI tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Embedding AI agents directly into a TypeScript backend without booting a VM or pulling a container per call", "Running Pi / Claude Code / OpenCode agents in-process with deny-by-default permissions, programmatic network control" ], "risk_categories": [ "system" ], "search_text": "rivet-dev/agentos rivet-dev open_source agent_framework agent_framework gold low try_now embedding ai agents directly into a typescript backend without booting a vm or pulling a container per call running pi / claude code / opencode agents in-process with deny-by-default permissions, programmatic network control, and per-agent cpu/memory limits", "material_mover": false }, { "id": "evt_b3aacf1661afffce7ffb", "entity_id": "gh:sveinbjornt/hear", "item_url": "/item/sveinbjornt-hear/", "title": "sveinbjornt/hear", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 670, "after": 671, "explanation": "Stars changed: 670 → 671.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 6.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "BSD-3-Clause macOS CLI for local speech", "local_ai": true, "local_model_compatible": true, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 7.8, "best_for": [ "macOS developers who want local transcription in shell scripts", "power users automating voice-note or audio-file workflows on Macs" ], "risk_categories": [ "system" ], "search_text": "sveinbjornt/hear sveinbjornt open_source other silver conditional worth_watch macos developers who want local transcription in shell scripts power users automating voice-note or audio-file workflows on macs", "material_mover": false }, { "id": "evt_b397c016218bedd109e0", "entity_id": "gh:repowise-dev/repowise", "item_url": "/item/repowise-dev-repowise/", "title": "repowise-dev/repowise", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5227, "after": 5717, "explanation": "Stars changed: 5227 → 5717.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Coding / Code Intelligence", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI-assisted engineering teams", "tech leads" ], "risk_categories": [ "impact" ], "search_text": "repowise-dev/repowise repowise-dev open_source other gold conditional watch ai-assisted engineering teams tech leads model context protocol model context protocol", "material_mover": true }, { "id": "evt_b394e75f9dedba52fd8e", "entity_id": "gh:rzhub/gatemem", "item_url": "/item/rzhub-gatemem/", "title": "rzhub/GateMem", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 194, "after": 195, "explanation": "Stars changed: 194 → 195.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Benchmark Toolkit", "section": "Evals & Benchmarks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers studying agent memory safety and governance", "Builders designing shared-memory agent products for teams or multi-user workspaces" ], "risk_categories": [], "search_text": "rzhub/gatemem rzhub open_source other gold none try_now researchers studying agent memory safety and governance builders designing shared-memory agent products for teams or multi-user workspaces", "material_mover": false }, { "id": "evt_b35f2ef2482eb331bcab", "entity_id": "gh:github/spec-kit", "item_url": "/item/spec-kit-github-s-official-spec-driven-development-toolkit-define-the-wh/", "title": "Spec Kit: GitHub's Official Spec-Driven Development Toolkit (Define the What Before the How)", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.16.2", "after": "v0.16.3", "explanation": "Version changed: v0.16.2 → v0.16.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Software engineers using AI coding agents + spec-driven development (SDD) practitioners + AI-curious readers tracking", "Software engineers + spec-ergonomics users that want the spec-first (the consumer writes the spec first, then the AI" ], "risk_categories": [], "search_text": "spec kit: github's official spec-driven development toolkit (define the what before the how) github open_source other gold low try_now software engineers using ai coding agents + spec-driven development (sdd) practitioners + ai-curious readers tracking the ai-coding space + engineering teams wiring an ai coding agent to a software engineers + spec-ergonomics", "material_mover": false }, { "id": "evt_b3480b1d8ccd0264a2da", "entity_id": "gh:royshil/obs-localvocal", "item_url": "/item/royshil-obs-localvocal/", "title": "royshil/obs-localvocal", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1576, "after": 1577, "explanation": "Stars changed: 1576 → 1577.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local speech captions for creators", "local_ai": true, "local_model_compatible": true, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.8, "best_for": [ "streamers and video creators who want local captions inside OBS", "operators comparing on-device subtitle workflows with hosted speech services" ], "risk_categories": [], "search_text": "royshil/obs-localvocal royshil open_source other silver conditional worth_watch streamers and video creators who want local captions inside obs operators comparing on-device subtitle workflows with hosted speech services plugins", "material_mover": false }, { "id": "evt_b31bcfbe3be0161fb5a5", "entity_id": "gh:jgravelle/jcodemunch-mcp", "item_url": "/item/jgravelle-jcodemunch-mcp/", "title": "jgravelle/jcodemunch-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2545, "after": 2553, "explanation": "Stars changed: 2545 → 2553.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "worth_watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Code Retrieval MCP", "section": "MCP", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Coding-agent users exploring large repositories where full-file reads are expensive", "Teams experimenting with MCP-native code retrieval as a cost and latency optimization layer" ], "risk_categories": [ "account" ], "search_text": "jgravelle/jcodemunch-mcp jgravelle open_source other silver none worth_watch coding-agent users exploring large repositories where full-file reads are expensive teams experimenting with mcp-native code retrieval as a cost and latency optimization layer claude claude code github model context protocol model context protocol", "material_mover": false }, { "id": "evt_b3010d1a36fbaa59a500", "entity_id": "gh:wangxijie001/yoji", "item_url": "/item/wangxijie001-yoji/", "title": "wangxijie001/yoji", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 708, "after": 713, "explanation": "Stars changed: 708 → 713.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Desktop AI companion with MCP", "section": "Desktop AI / Local Agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI-curious readers, power users, agent developers, automation builders, AI researchers, technical writers", "Power users + non-developer end-users who want a desktop AI that can actually operate the computer -- file management" ], "risk_categories": [ "sensitive", "system" ], "search_text": "wangxijie001/yoji wangxijie001 open_source other silver conditional try_now ai-curious readers, power users, agent developers, automation builders, ai researchers, technical writers, founder-ctos, ai-coding enthusiasts, non-developer end-users, productivity enthusiasts, and power users + non-developer end-users who want a desktop ai that can actually operate", "material_mover": false }, { "id": "evt_b2f8eef873231672809f", "entity_id": "gh:snailclimb/javaguide", "item_url": "/item/snailclimb-javaguide/", "title": "Snailclimb/JavaGuide", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 157730, "after": 157768, "explanation": "Stars changed: 157730 → 157768.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 5.89, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "snailclimb/javaguide snailclimb open_source other other bronze none watch ai developers technical founders model context protocol mysql redis model context protocol", "material_mover": false }, { "id": "evt_b2d02b6e55fc4f3864fa", "entity_id": "gh:runanywhereai/runanywhere-sdks", "item_url": "/item/runanywhereai-runanywhere-sdks/", "title": "RunanywhereAI/runanywhere-sdks", "category": "inference_runtime", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.20.17", "after": "v0.20.18", "explanation": "Version changed: v0.20.17 → v0.20.18.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Edge / On-device AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "mobile app teams", "privacy-sensitive product teams" ], "risk_categories": [ "sensitive" ], "search_text": "runanywhereai/runanywhere-sdks runanywhereai open_source inference_runtime inference_runtime gold conditional watch mobile app teams privacy-sensitive product teams ollama", "material_mover": false }, { "id": "evt_b2c96c6898b1704e86b6", "entity_id": "gh:razzant/ouroboros", "item_url": "/item/razzant-ouroboros/", "title": "razzant/ouroboros", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1121, "after": 1137, "explanation": "Stars changed: 1121 → 1137.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Agent Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "agent researchers studying self-modifying agent runtimes", "builders evaluating clean-room open implementations of self-creating agents" ], "risk_categories": [], "search_text": "razzant/ouroboros razzant open_source other silver conditional worth_watch agent researchers studying self-modifying agent runtimes builders evaluating clean-room open implementations of self-creating agents self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_b2b2c6a6fb34e7443743", "entity_id": "gh:metatool-ai/metamcp", "item_url": "/item/metatool-ai-metamcp/", "title": "metatool-ai/metamcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2597, "after": 2603, "explanation": "Stars changed: 2597 → 2603.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "MCP infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "unreviewed", "setup_ease": 6.8, "best_for": [ "teams standardizing access to multiple MCP servers", "developers who want a unified MCP endpoint instead of per-server client setup" ], "risk_categories": [], "search_text": "metatool-ai/metamcp metatool-ai open_source other gold conditional try_now teams standardizing access to multiple mcp servers developers who want a unified mcp endpoint instead of per-server client setup self-hosted model context protocol model context protocol openapi", "material_mover": false }, { "id": "evt_b286906f8a781bf8b029", "entity_id": "gh:microsoft/work-iq", "item_url": "/item/microsoft-work-iq-work-iq-mcp-server-and-cli/", "title": "microsoft/work-iq (Work IQ MCP Server and CLI)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 965, "after": 966, "explanation": "Stars changed: 965 → 966.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "candidate", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "microsoft/work-iq (work iq mcp server and cli) microsoft open_source other business_workflow gold none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_b28287d209c4941c18ea", "entity_id": "gh:conductor-oss/conductor", "item_url": "/item/conductor-oss-conductor/", "title": "conductor-oss/conductor", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 32083, "after": 32088, "explanation": "Stars changed: 32083 → 32088.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "platform teams building durable agent workflows", "developers who need retries, replay, and human approvals" ], "risk_categories": [], "search_text": "conductor-oss/conductor conductor-oss open_source other gold conditional try_now platform teams building durable agent workflows developers who need retries, replay, and human approvals", "material_mover": false }, { "id": "evt_b26047264e3450688af2", "entity_id": "gh:nvidia/model-optimizer", "item_url": "/item/nvidia-model-optimizer/", "title": "NVIDIA/Model-Optimizer", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3428, "after": 3437, "explanation": "Stars changed: 3428 → 3437.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Model optimization tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 5.7, "best_for": [ "ML engineers preparing models for lower-latency inference", "teams testing quantization or distillation before deployment" ], "risk_categories": [], "search_text": "nvidia/model-optimizer nvidia open_source other gold conditional try_now ml engineers preparing models for lower-latency inference teams testing quantization or distillation before deployment", "material_mover": false }, { "id": "evt_b2505c54023eb94fa260", "entity_id": "gh:whiteguo233/openbiliclaw", "item_url": "/item/whiteguo233-openbiliclaw/", "title": "whiteguo233/OpenBiliClaw", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1692, "after": 1915, "explanation": "Stars changed: 1692 → 1915.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "Browser / Computer Use", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "whiteguo233/openbiliclaw whiteguo233 open_source other silver high watch ai developers technical founders self-hosted", "material_mover": true }, { "id": "evt_b24adfe36e91cfe3b982", "entity_id": "gh:confident-ai/deepeval", "item_url": "/item/deepeval-the-llm-evaluation-framework-unit-test-style-llm-eval-red-teami/", "title": "DeepEval: The LLM Evaluation Framework (Unit-Test-Style LLM Eval + Red-Teaming + Tracing)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 17554, "after": 17577, "explanation": "Stars changed: 17554 → 17577.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "other", "local_ai": true, "local_model_compatible": true, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "LLM evaluation developers + LLM application developers + prompt engineers + red-teamers + AI safety researchers +", "LLM evaluation developers + metrics-ergonomics users that want the 30+ research-backed metrics (G-Eval + hallucination" ], "risk_categories": [ "sensitive" ], "search_text": "deepeval: the llm evaluation framework (unit-test-style llm eval + red-teaming + tracing) confident-ai open_source other gold low try_now llm evaluation developers + llm application developers + prompt engineers + red-teamers + ai safety researchers + observability users + ai-curious readers tracking the llm-eval space + engineering llm evaluation developers", "material_mover": false }, { "id": "evt_b24939e2c357bb823b9a", "entity_id": "gh:blockrunai/clawrouter", "item_url": "/item/blockrunai-clawrouter/", "title": "BlockRunAI/ClawRouter", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6613, "after": 6612, "explanation": "Stars changed: 6613 → 6612.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "LLM routing for autonomous agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.8, "best_for": [ "agent builders who want one routing layer instead of per-client provider glue", "developers comparing cost and fallback behavior across many LLM backends" ], "risk_categories": [], "search_text": "blockrunai/clawrouter blockrunai open_source other gold conditional try_now agent builders who want one routing layer instead of per-client provider glue developers comparing cost and fallback behavior across many llm backends anthropic google gemini openai", "material_mover": false }, { "id": "evt_b22d7a592f003f961e30", "entity_id": "gh:pingdotgg/t3code", "item_url": "/item/pingdotgg-t3code/", "title": "pingdotgg/t3code", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.0.34-nightly.20260812.1077", "after": "v0.0.34-nightly.20260813.1087", "explanation": "Version changed: v0.0.34-nightly.20260812.1077 → v0.0.34-nightly.20260813.1087.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 5.5, "best_for": [ "Developers coordinating several coding-agent sessions who want a visual local control surface." ], "risk_categories": [], "search_text": "pingdotgg/t3code pingdotgg open_source other silver high worth_watch developers coordinating several coding-agent sessions who want a visual local control surface.", "material_mover": false }, { "id": "evt_b22298d81cbe32b7ccfe", "entity_id": "gh:amelnagdy/delegate-skills", "item_url": "/item/amelnagdy-delegate-skills/", "title": "amElnagdy/delegate-skills", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 916, "after": 947, "explanation": "Stars changed: 916 → 947.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers already using OpenAI Codex CLI for day-to-day work", "small teams that want a Codex-based implementer-review-land loop without a custom harness" ], "risk_categories": [], "search_text": "amelnagdy/delegate-skills amelnagdy open_source other silver none try_now developers already using openai codex cli for day-to-day work small teams that want a codex-based implementer-review-land loop without a custom harness claude code openai codex", "material_mover": true }, { "id": "evt_b20cec1374e5a51cfe9d", "entity_id": "gh:opensquilla/opensquilla", "item_url": "/item/opensquilla-opensquilla/", "title": "opensquilla/opensquilla", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6560, "after": 6584, "explanation": "Stars changed: 6560 → 6584.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers paying for premium model tokens on tasks a cheaper model already does well and want a router to pick", "teams who want a single agent runtime that speaks OpenAI / Anthropic / Ollama / DeepSeek / Gemini / Qwen without lock-in" ], "risk_categories": [ "system", "account" ], "search_text": "opensquilla/opensquilla opensquilla open_source other gold none try_now developers paying for premium model tokens on tasks a cheaper model already does well and want a router to pick automatically teams who want a single agent runtime that speaks openai / anthropic / ollama / deepseek / gemini / qwen without lock-in model context protocol model context prot", "material_mover": false }, { "id": "evt_b1f619d66ea4fec38b0d", "entity_id": "gh:lemonade-sdk/lemonade", "item_url": "/item/lemonade-sdk-lemonade/", "title": "lemonade-sdk/lemonade", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5334, "after": 5346, "explanation": "Stars changed: 5334 → 5346.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Top New Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "lemonade-sdk/lemonade lemonade-sdk open_source other silver medium try_now ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_b1ad05ae9e64cc700176", "entity_id": "gh:avids2/memorix", "item_url": "/item/avids2-memorix/", "title": "AVIDS2/memorix", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 626, "after": 631, "explanation": "Stars changed: 626 → 631.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "AI coding-agent users who switch between Cursor, Claude Code, Codex, Windsurf, Gemini CLI, GitHub Copilot, Kiro", "Multi-agent teams that want a shared memory surface instead of per-agent silos" ], "risk_categories": [], "search_text": "avids2/memorix avids2 open_source rag_knowledge rag_knowledge gold low try_now ai coding-agent users who switch between cursor, claude code, codex, windsurf, gemini cli, github copilot, kiro, opencode, antigravity, and trae multi-agent teams that want a shared memory surface instead of per-agent silos claude code model context protocol openai codex model con", "material_mover": false }, { "id": "evt_b1925024ca720b4cf0f3", "entity_id": "gh:nigh/show-me-the-story", "item_url": "/item/nigh-show-me-the-story/", "title": "Nigh/show-me-the-story", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 462, "after": 467, "explanation": "Stars changed: 462 → 467.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Self-hosted AI novel generator:", "section": "MIT self-hosted AI novel generator that ships", "local_ai": true, "local_model_compatible": true, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Writers / novelists / RPG campaign designers / serial-fiction authors who want a **self-hosted** AI novel-writing tool", "Users who hit the **long-form-coherence problem** in vanilla LLM writing — the foreshadowing system tracks planned →" ], "risk_categories": [], "search_text": "nigh/show-me-the-story nigh open_source other silver none try_now writers / novelists / rpg campaign designers / serial-fiction authors who want a **self-hosted** ai novel-writing tool that does not require a saas subscription, runs on the user's own hardware users who hit the **long-form-coherence problem** in vanilla llm writing — the foreshadowing syste", "material_mover": false }, { "id": "evt_b18f55b9a1301af13e4e", "entity_id": "gh:jundot/omlx", "item_url": "/item/jundot-omlx/", "title": "jundot/omlx", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 18635, "after": 18660, "explanation": "Stars changed: 18635 → 18660.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Apple Silicon users", "local LLM developers" ], "risk_categories": [], "search_text": "jundot/omlx jundot open_source inference_runtime inference_runtime gold conditional try_now apple silicon users local llm developers", "material_mover": false }, { "id": "evt_b168b28a12a985abfc21", "entity_id": "gh:helixdb/helix-db", "item_url": "/item/helixdb-helix-db/", "title": "HelixDB/helix-db", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5725, "after": 5730, "explanation": "Stars changed: 5725 → 5730.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "AI tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Running graph + vector queries together in one engine without federating Postgres + Neo4j + Qdrant", "Bootstrapping a HelixDB project end-to-end via `helix chef`, with automatic Claude Code / Codex / OpenCode handoff" ], "risk_categories": [], "search_text": "helixdb/helix-db helixdb open_source data_tooling data_tooling gold low try_now running graph + vector queries together in one engine without federating postgres + neo4j + qdrant bootstrapping a helixdb project end-to-end via `helix chef`, with automatic claude code / codex / opencode handoff when a coding agent is available", "material_mover": false }, { "id": "evt_b12b7466a9be7e0538a5", "entity_id": "gh:googlecloudplatform/generative-ai", "item_url": "/item/googlecloudplatform-generative-ai/", "title": "GoogleCloudPlatform/generative-ai", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 17580, "after": 17586, "explanation": "Stars changed: 17580 → 17586.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "high", "verdict": "watch", "score": 6.5, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "AI Directory / Collection", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "googlecloudplatform/generative-ai googlecloudplatform open_source other other bronze high watch ai developers technical founders google cloud google gemini langchain", "material_mover": false }, { "id": "evt_b125a4d02d8b532a9f6a", "entity_id": "gh:microsoft/magentic-ui", "item_url": "/item/microsoft-magentic-ui/", "title": "microsoft/magentic-ui", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10056, "after": 10060, "explanation": "Stars changed: 10056 → 10060.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Browser + file agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "teams evaluating human-in-the-loop browser agents before piloting internal workflows", "developers studying small-model orchestration with a real browser sandbox" ], "risk_categories": [ "system" ], "search_text": "microsoft/magentic-ui microsoft open_source other gold high worth_watch teams evaluating human-in-the-loop browser agents before piloting internal workflows developers studying small-model orchestration with a real browser sandbox", "material_mover": false }, { "id": "evt_b11c840ddf33aa7368e0", "entity_id": "gh:nvidia-nemo/labs-oo-agents", "item_url": "/item/nvidia-oo-agents/", "title": "NVIDIA OO Agents", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1493, "after": 1534, "explanation": "Stars changed: 1493 → 1534.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent frameworks and harnesses", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "Python engineering teams that want an agent whose runtime is the same Python class as the test suite and the refactor", "research teams evaluating the SWE-bench Verified / Terminal-Bench 2.0 benchmarks against an OO-agent substrate with" ], "risk_categories": [ "system" ], "search_text": "nvidia oo agents nvidia-nemo open_source other gold conditional try_now python engineering teams that want an agent whose runtime is the same python class as the test suite and the refactor target research teams evaluating the swe-bench verified / terminal-bench 2.0 benchmarks against an oo-agent substrate with default tracing", "material_mover": true }, { "id": "evt_b10b54682d76f1277f10", "entity_id": "gh:vectifyai/pageindex", "item_url": "/item/vectifyai-pageindex/", "title": "VectifyAI/PageIndex", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 35156, "after": 35168, "explanation": "Stars changed: 35156 → 35168.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "RAG / Document AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI RAG builders who need a vectorless reasoning-based retrieval layer with hierarchical tree indexing for long", "professional-services AI teams (legal, financial, medical, engineering) who need explainable, traceable retrieval" ], "risk_categories": [ "impact" ], "search_text": "vectifyai/pageindex vectifyai open_source rag_knowledge rag_knowledge gold low try_now ai rag builders who need a vectorless reasoning-based retrieval layer with hierarchical tree indexing for long professional documents professional-services ai teams (legal, financial, medical, engineering) who need explainable, traceable retrieval without similarity-search", "material_mover": false }, { "id": "evt_b0e06875ddd719958645", "entity_id": "gh:hkuds/openopc", "item_url": "/item/hkuds-openopc/", "title": "HKUDS/OpenOPC", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1252, "after": 1279, "explanation": "Stars changed: 1252 → 1279.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Autonomous multi-agent company", "section": "Multi-Agent Orchestration Framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Engineering teams, AI agent developers, automation builders, founders, creators, power users, AI-curious readers, and", "Engineering teams that want a long-running company runtime instead of a one-shot multi-agent loop -- the Self-Built +" ], "risk_categories": [], "search_text": "hkuds/openopc hkuds open_source other gold conditional try_now engineering teams, ai agent developers, automation builders, founders, creators, power users, ai-curious readers, and any developer building a multi-agent workflow with a long-running company of engineering teams that want a long-running company runtime instead of a one-shot multi-agent loop -- t", "material_mover": true }, { "id": "evt_b0cb3bfcf93244f37274", "entity_id": "gh:vllm-project/vllm", "item_url": "/item/vllm-project-vllm/", "title": "vllm-project/vllm", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 88886, "after": 88984, "explanation": "Stars changed: 88886 → 88984.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Infrastructure", "section": "LLM Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "ML platform teams", "startups exposing internal APIs for LLM apps" ], "risk_categories": [], "search_text": "vllm-project/vllm vllm-project open_source inference_runtime inference_runtime gold conditional try_now ml platform teams startups exposing internal apis for llm apps openai", "material_mover": false }, { "id": "evt_b0b2d4953530eaf9aba4", "entity_id": "gh:xytom/coding-tools-mcp", "item_url": "/item/xytom-coding-tools-mcp/", "title": "xyTom/coding-tools-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 740, "after": 749, "explanation": "Stars changed: 740 → 749.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model-Neutral Coding-Agent MCP", "section": "Apache-2.0 Model-Neutral Coding-Agent MCP", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "xytom/coding-tools-mcp xytom open_source other gold low try_now ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_b09d058cf92bf9422708", "entity_id": "gh:speakeasy-api/gram", "item_url": "/item/speakeasy-api-gram/", "title": "speakeasy-api/gram", "category": "mcp_infrastructure", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 260, "after": 261, "explanation": "Stars changed: 260 → 261.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "platform teams", "MCP adopters" ], "risk_categories": [ "sensitive", "account" ], "search_text": "speakeasy-api/gram speakeasy-api open_source mcp_infrastructure mcp_infrastructure gold conditional watch platform teams mcp adopters serverless model context protocol model context protocol openapi", "material_mover": false }, { "id": "evt_b06eec08c2158dbb90a9", "entity_id": "gh:mcp-use/mcp-use", "item_url": "/item/mcp-use-mcp-use/", "title": "mcp-use/mcp-use", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "mcp-use@2.2.0", "after": "mcp-use@2.2.2", "explanation": "Version changed: mcp-use@2.2.0 → mcp-use@2.2.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "MCP / AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "LLM platform teams", "MCP builders" ], "risk_categories": [], "search_text": "mcp-use/mcp-use mcp-use open_source other gold conditional try_now llm platform teams mcp builders claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_b05b7d1e3f90e7f41c5f", "entity_id": "gh:koala73/worldmonitor", "item_url": "/item/koala73-worldmonitor/", "title": "koala73/worldmonitor", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 81187, "after": 81549, "explanation": "Stars changed: 81187 → 81549.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Dashboard", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "analysts and journalists tracking fast-moving global events", "small ops teams needing a unified infrastructure + news view" ], "risk_categories": [], "search_text": "koala73/worldmonitor koala73 open_source other silver conditional worth_watch analysts and journalists tracking fast-moving global events small ops teams needing a unified infrastructure + news view model context protocol model context protocol", "material_mover": false }, { "id": "evt_b05609de84f2fd26f32b", "entity_id": "gh:eadmin2/jarvis_ai", "item_url": "/item/eadmin2-jarvis-ai/", "title": "eadmin2/jarvis_ai", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 125, "after": 126, "explanation": "Stars changed: 125 → 126.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local AI Utility", "section": "Local AI Tools", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Hermes users who want a voice-driven front end for an already capable local agent", "Home-lab operators exploring richer interfaces for self-hosted agent systems" ], "risk_categories": [ "system" ], "search_text": "eadmin2/jarvis_ai eadmin2 open_source other silver conditional try_now hermes users who want a voice-driven front end for an already capable local agent home-lab operators exploring richer interfaces for self-hosted agent systems self-hosted", "material_mover": false }, { "id": "evt_b035c88795d5b689a21c", "entity_id": "gh:smart-mcp-proxy/mcpproxy-go", "item_url": "/item/smart-mcp-proxy-mcpproxy-go/", "title": "smart-mcp-proxy/mcpproxy-go", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 313, "after": 314, "explanation": "Stars changed: 313 → 314.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "MCP power users", "agent platform teams" ], "risk_categories": [ "account" ], "search_text": "smart-mcp-proxy/mcpproxy-go smart-mcp-proxy open_source other gold conditional try_now mcp power users agent platform teams docker model context protocol model context protocol", "material_mover": false }, { "id": "evt_afe8ebb5da544b50b34f", "entity_id": "gh:tanstack/ai", "item_url": "/item/tanstack-ai/", "title": "TanStack/ai", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2984, "after": 2987, "explanation": "Stars changed: 2984 → 2987.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "SDK", "section": "AI SDK", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "TypeScript application teams", "AI product engineers" ], "risk_categories": [], "search_text": "tanstack/ai tanstack open_source other silver conditional try_now typescript application teams ai product engineers anthropic google gemini openai", "material_mover": false }, { "id": "evt_afbc5674aaa7330b00cf", "entity_id": "gh:tsouth89/toolport", "item_url": "/item/tsouth89-toolport/", "title": "tsouth89/toolport", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 158, "after": 165, "explanation": "Stars changed: 158 → 165.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local MCP gateway", "section": "MCP Servers", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Any developer or team running more than one MCP server who wants one place to configure, authenticate, monitor, and", "Any agent user who has watched their context window get eaten alive by tool definitions (a real problem at 3+ MCP" ], "risk_categories": [ "account" ], "search_text": "tsouth89/toolport tsouth89 open_source other gold low try_now any developer or team running more than one mcp server who wants one place to configure, authenticate, monitor, and pin them — instead of re-running the same oauth dance inside claude, cursor any agent user who has watched their context window get eaten alive by tool definitions (a real problem", "material_mover": false }, { "id": "evt_afb836aacb170f68b63a", "entity_id": "gh:nvidia-nemo/speech", "item_url": "/item/nvidia-nemo-speech/", "title": "NVIDIA-NeMo/Speech", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 18111, "after": 18120, "explanation": "Stars changed: 18111 → 18120.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "worth_watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Speech model framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 4.6, "best_for": [ "teams evaluating open speech infrastructure for ASR and TTS beyond a single packaged model", "developers who need current speech checkpoints plus Python and container workflows in one project" ], "risk_categories": [], "search_text": "nvidia-nemo/speech nvidia-nemo open_source other gold conditional worth_watch teams evaluating open speech infrastructure for asr and tts beyond a single packaged model developers who need current speech checkpoints plus python and container workflows in one project", "material_mover": false }, { "id": "evt_af9b6c81a20e3823e99c", "entity_id": "gh:thedotmack/claude-mem", "item_url": "/item/thedotmack-claude-mem/", "title": "thedotmack/claude-mem", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 90534, "after": 90643, "explanation": "Stars changed: 90534 → 90643.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Memory", "section": "AI Agents / Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "developers using coding agents every day", "operators who need continuity across longer-running projects" ], "risk_categories": [], "search_text": "thedotmack/claude-mem thedotmack open_source rag_knowledge rag_knowledge gold conditional try_now developers using coding agents every day operators who need continuity across longer-running projects anthropic claude code", "material_mover": false }, { "id": "evt_af9ac94bc70b2be0fa74", "entity_id": "gh:cocoindex-io/cocoindex", "item_url": "/item/cocoindex-io-cocoindex/", "title": "cocoindex-io/cocoindex", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 11285, "after": 11296, "explanation": "Stars changed: 11285 → 11296.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Framework", "section": "RAG / Knowledge Graphs", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "RAG and agent teams that need fresh context from constantly-changing sources (Slack, Gmail, code repos, meeting notes", "platform teams that need an incremental data-engine instead of batch ETL (only the delta is reprocessed on every change)" ], "risk_categories": [], "search_text": "cocoindex-io/cocoindex cocoindex-io open_source rag_knowledge rag_knowledge gold none try_now rag and agent teams that need fresh context from constantly-changing sources (slack, gmail, code repos, meeting notes, pdfs) platform teams that need an incremental data-engine instead of batch etl (only the delta is reprocessed on every change)", "material_mover": false }, { "id": "evt_af431e72d335925f00de", "entity_id": "gh:agentclientprotocol/registry", "item_url": "/item/agentclientprotocol-registry/", "title": "agentclientprotocol/registry", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2026.08.12-921b987", "after": "v2026.08.13-af93c61", "explanation": "Version changed: v2026.08.12-921b987 → v2026.08.13-af93c61.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.86, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "agentclientprotocol/registry agentclientprotocol open_source other silver none watch ai developers technical founders", "material_mover": false }, { "id": "evt_aed7d0490a3cd7563269", "entity_id": "gh:code-yeongyu/lazycodex", "item_url": "/item/code-yeongyu-lazycodex/", "title": "code-yeongyu/lazycodex", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3210, "after": 3219, "explanation": "Stars changed: 3210 → 3219.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "coding_agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [], "search_text": "code-yeongyu/lazycodex code-yeongyu open_source coding_agent coding_agent gold conditional try_now software engineers developer-tool teams claude claude code openai openai codex", "material_mover": false }, { "id": "evt_aea68c95eccbe252cb36", "entity_id": "gh:cobusgreyling/loop-engineering", "item_url": "/item/cobusgreyling-loop-engineering/", "title": "cobusgreyling/loop-engineering", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10279, "after": 10325, "explanation": "Stars changed: 10279 → 10325.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Loop Engineering", "section": "MIT Loop-Engineering Pattern Library + npm", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "cobusgreyling/loop-engineering cobusgreyling open_source other silver conditional try_now ai developers technical founders anthropic claude claude code github actions model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_aea179ac0bea1f5996f9", "entity_id": "gh:goodroot/hyprwhspr", "item_url": "/item/goodroot-hyprwhspr/", "title": "goodroot/hyprwhspr", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1148, "after": 1149, "explanation": "Stars changed: 1148 → 1149.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local speech and dictation", "local_ai": true, "local_model_compatible": true, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.9, "best_for": [ "Linux users who want private local dictation instead of a browser-based speech app", "local AI enthusiasts comparing on-device speech pipelines with optional hosted fallbacks" ], "risk_categories": [], "search_text": "goodroot/hyprwhspr goodroot open_source other gold conditional try_now linux users who want private local dictation instead of a browser-based speech app local ai enthusiasts comparing on-device speech pipelines with optional hosted fallbacks", "material_mover": false }, { "id": "evt_ae70f7bf19e6ec407820", "entity_id": "gh:avifenesh/memra", "item_url": "/item/avifenesh-memra/", "title": "avifenesh/memra", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.81.0", "after": "v0.82.0", "explanation": "Version changed: v0.81.0 → v0.82.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local LLM inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 4.6, "best_for": [ "inference teams running a single model on a single RTX 5090 or H100", "engineers comparing vLLM and llama.cpp on a same-box measurement" ], "risk_categories": [], "search_text": "avifenesh/memra avifenesh open_source other inference_runtime gold conditional try_now inference teams running a single model on a single rtx 5090 or h100 engineers comparing vllm and llama.cpp on a same-box measurement", "material_mover": false }, { "id": "evt_ae659ab246b34fed008e", "entity_id": "gh:atmosphere/atmosphere", "item_url": "/item/atmosphere-apache-2-0-real-time-engine-for-ai-agents-on-the-jvm-websocke/", "title": "Atmosphere: Apache-2.0 Real-Time Engine for AI Agents on the JVM (WebSocket + SSE + gRPC + MCP + A2A + AG-UI, 3,784*, 12 Runtime Adapters)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3792, "after": 3793, "explanation": "Stars changed: 3792 → 3793.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive", "account" ], "search_text": "atmosphere: apache-2.0 real-time engine for ai agents on the jvm (websocket + sse + grpc + mcp + a2a + ag-ui, 3,784*, 12 runtime adapters) atmosphere open_source other gold low try_now ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_ae00da174908b0745b24", "entity_id": "gh:joanium/joanium", "item_url": "/item/joanium-joanium/", "title": "Joanium/Joanium", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 214, "after": 219, "explanation": "Stars changed: 214 → 219.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 5.98, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "joanium/joanium joanium open_source other bronze none watch ai developers technical founders claude code google gemini openai codex", "material_mover": false }, { "id": "evt_ade2cca0b21cba35a5a4", "entity_id": "gh:unclecheng-li/vulnclaw", "item_url": "/item/unclecheng-li-vulnclaw/", "title": "Unclecheng-li/VulnClaw", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2714, "after": 2757, "explanation": "Stars changed: 2714 → 2757.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Security Agent", "section": "Security and Infra", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Authorized security researchers evaluating AI-assisted pentest workflows", "Red-team builders studying MCP-backed tool orchestration in security" ], "risk_categories": [], "search_text": "unclecheng-li/vulnclaw unclecheng-li open_source security security silver high worth_watch authorized security researchers evaluating ai-assisted pentest workflows red-team builders studying mcp-backed tool orchestration in security", "material_mover": false }, { "id": "evt_ade182787e55ca61bd47", "entity_id": "gh:headroomlabs-ai/headroom", "item_url": "/item/headroomlabs-ai-headroom/", "title": "headroomlabs-ai/headroom", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 66061, "after": 66207, "explanation": "Stars changed: 66061 → 66207.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Library / SDK", "section": "Context Compression Layer for AI Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "headroomlabs-ai/headroom headroomlabs-ai open_source other gold low try_now ai developers technical founders anthropic claude code langchain model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_add55d7ab1059b82fbe4", "entity_id": "gh:langflow-ai/langflow", "item_url": "/item/langflow-ai-langflow/", "title": "langflow-ai/langflow", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 153098, "after": 153189, "explanation": "Stars changed: 153098 → 153189.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "repo", "section": "Agent workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Teams prototyping LLM workflows before hardening them into services", "Builders who want a visible graph of components, tools, prompts, and data stores" ], "risk_categories": [ "sensitive" ], "search_text": "langflow-ai/langflow langflow-ai open_source other gold conditional try_now teams prototyping llm workflows before hardening them into services builders who want a visible graph of components, tools, prompts, and data stores", "material_mover": false }, { "id": "evt_add3accb111cb27c16d4", "entity_id": "gh:mindee/doctr", "item_url": "/item/mindee-doctr/", "title": "mindee/doctr", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6206, "after": 6216, "explanation": "Stars changed: 6206 → 6216.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Apache-2.0 OCR toolkit for document parsing and", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers building document ingestion and OCR pipelines", "teams feeding scanned PDFs into retrieval or extraction systems" ], "risk_categories": [], "search_text": "mindee/doctr mindee open_source other gold conditional try_now developers building document ingestion and ocr pipelines teams feeding scanned pdfs into retrieval or extraction systems", "material_mover": false }, { "id": "evt_adb281e643ce41a5ffd3", "entity_id": "gh:nashsu/llm_wiki", "item_url": "/item/nashsu-llm-wiki/", "title": "nashsu/llm_wiki", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 16244, "after": 16296, "explanation": "Stars changed: 16244 → 16296.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Knowledge App", "section": "AI Productivity / Knowledge Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "researchers", "students" ], "risk_categories": [], "search_text": "nashsu/llm_wiki nashsu open_source rag_knowledge rag_knowledge gold conditional try_now researchers students", "material_mover": false }, { "id": "evt_adaad5314186a4156b47", "entity_id": "gh:secureagentics/adrian", "item_url": "/item/secureagentics-adrian/", "title": "secureagentics/Adrian", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 523, "after": 532, "explanation": "Stars changed: 523 → 532.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Library", "section": "Agent Security / Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "platform teams running LangChain agents in production who need runtime safety nets", "security teams that need to detect prompt injection, rogue tool use, or out-of-scope agent behavior" ], "risk_categories": [], "search_text": "secureagentics/adrian secureagentics open_source security security silver conditional watch platform teams running langchain agents in production who need runtime safety nets security teams that need to detect prompt injection, rogue tool use, or out-of-scope agent behavior self-hosted langchain model context protocol model context protocol", "material_mover": false }, { "id": "evt_ad7634c5b4da018ad0f6", "entity_id": "gh:island-io/mila", "item_url": "/item/island-io-mila/", "title": "island-io/mila", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 216, "after": 217, "explanation": "Stars changed: 216 → 217.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "island-io/mila island-io open_source other silver none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_ad4cb37299eceb5e2280", "entity_id": "gh:crispstrobe/crispasr", "item_url": "/item/crispstrobe-crispasr/", "title": "CrispStrobe/CrispASR", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 537, "after": 539, "explanation": "Stars changed: 537 → 539.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Speech AI / Local Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "speech AI developers", "local inference users" ], "risk_categories": [], "search_text": "crispstrobe/crispasr crispstrobe open_source other gold none watch speech ai developers local inference users", "material_mover": false }, { "id": "evt_ad47e45ad1d855ab638f", "entity_id": "gh:brain0-ai/brain0", "item_url": "/item/brain0-ai-brain0/", "title": "Brain0-ai/brain0", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 369, "after": 370, "explanation": "Stars changed: 369 → 370.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Black box for AI-written code", "section": "AI Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Engineering managers, security and compliance teams, AI coding agent platform teams, and engineering orgs that need an", "Regulated industries (finance, healthcare, government) that need to know which prompt wrote which line, what the agent" ], "risk_categories": [ "account", "impact", "provenance" ], "search_text": "brain0-ai/brain0 brain0-ai open_source other gold low try_now engineering managers, security and compliance teams, ai coding agent platform teams, and engineering orgs that need an accountability + drift-detection + dlp-audit surface for ai-written code regulated industries (finance, healthcare, government) that need to know which prompt wrote which line, wh", "material_mover": false }, { "id": "evt_ad25fddc054aa1c2eceb", "entity_id": "gh:skyvern-ai/skyvern", "item_url": "/item/skyvern-ai-skyvern/", "title": "Skyvern-AI/skyvern", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 22738, "after": 22744, "explanation": "Stars changed: 22738 → 22744.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "installed_and_tested", "type": "Tool / Platform", "section": "Browser / Computer Use", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "ops / RPA / back-office teams that need to automate workflows on legacy web apps (no APIs, no selectors, just a browser)", "logistics, insurance, and gov-tech teams running high-volume back-office browser work in production" ], "risk_categories": [], "search_text": "skyvern-ai/skyvern skyvern-ai open_source other gold conditional try_now ops / rpa / back-office teams that need to automate workflows on legacy web apps (no apis, no selectors, just a browser) logistics, insurance, and gov-tech teams running high-volume back-office browser work in production api", "material_mover": false }, { "id": "evt_ad20fe5101c2f284f5f5", "entity_id": "gh:boundaryml/baml", "item_url": "/item/baml-apache-2-0-programming-language-for-agents-statically-typed-runtime/", "title": "BAML: Apache-2.0 Programming Language for Agents (Statically Typed, Runtime Types, Errors Typed, 8,528*, Python + TypeScript + Go + Ruby)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8928, "after": 8986, "explanation": "Stars changed: 8928 → 8986.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "baml: apache-2.0 programming language for agents (statically typed, runtime types, errors typed, 8,528*, python + typescript + go + ruby) boundaryml open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_ad1cc551462b7624e6f4", "entity_id": "gh:alibaba/mnn", "item_url": "/item/alibaba-mnn/", "title": "alibaba/MNN", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 15861, "after": 15868, "explanation": "Stars changed: 15861 → 15868.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "On-device LLM inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 4.8, "best_for": [ "teams shipping on-device LLM or multimodal features that need a lighter runtime than server-first inference stacks", "developers converting ONNX or transformer models into mobile and embedded deployments" ], "risk_categories": [], "search_text": "alibaba/mnn alibaba open_source other inference_runtime gold conditional try_now teams shipping on-device llm or multimodal features that need a lighter runtime than server-first inference stacks developers converting onnx or transformer models into mobile and embedded deployments", "material_mover": false }, { "id": "evt_acc742381a3402ff5f2a", "entity_id": "gh:paperclipai/paperclip", "item_url": "/item/paperclipai-paperclip/", "title": "paperclipai/paperclip", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 77597, "after": 78024, "explanation": "Stars changed: 77597 → 78024.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Platform", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "advanced builders", "AI ops teams" ], "risk_categories": [], "search_text": "paperclipai/paperclip paperclipai open_source agent_framework agent_framework silver conditional watch advanced builders ai ops teams", "material_mover": false }, { "id": "evt_acb8da1d71c41eced0d6", "entity_id": "gh:ataraxy-labs/sem", "item_url": "/item/ataraxy-labs-sem/", "title": "Ataraxy-Labs/sem", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.21.0", "after": "v0.21.1", "explanation": "Version changed: v0.21.0 → v0.21.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool / CLI", "section": "Semantic Version Control: Entity-Level Diffs", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "ataraxy-labs/sem ataraxy-labs open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_aca0af0f1ad074b7fee0", "entity_id": "gh:maximhq/bifrost", "item_url": "/item/maximhq-bifrost/", "title": "maximhq/bifrost", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7262, "after": 7292, "explanation": "Stars changed: 7262 → 7292.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Gateway", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "platform teams that want one OpenAI-compatible endpoint fronting every model provider", "SRE / infra engineers building failover and load balancing for LLM traffic" ], "risk_categories": [], "search_text": "maximhq/bifrost maximhq open_source inference_runtime inference_runtime gold conditional try_now platform teams that want one openai-compatible endpoint fronting every model provider sre / infra engineers building failover and load balancing for llm traffic", "material_mover": false }, { "id": "evt_ac949bdd57408621e17d", "entity_id": "gh:accomplish-ai/coworker", "item_url": "/item/accomplish-ai-coworker/", "title": "accomplish-ai/coworker", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10950, "after": 10951, "explanation": "Stars changed: 10950 → 10951.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Product", "section": "Desktop Agents", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "People who want a local desktop agent for file cleanup, document work, and browser tasks", "Developers comparing bring-your-own-model desktop agents against subscription-locked assistants" ], "risk_categories": [ "system" ], "search_text": "accomplish-ai/coworker accomplish-ai open_source other gold conditional try_now people who want a local desktop agent for file cleanup, document work, and browser tasks developers comparing bring-your-own-model desktop agents against subscription-locked assistants", "material_mover": false }, { "id": "evt_ac64d70258b559a72af3", "entity_id": "gh:circlemind-ai/fast-graphrag", "item_url": "/item/fastgraphrag/", "title": "FastGraphRAG", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3844, "after": 3845, "explanation": "Stars changed: 3844 → 3845.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Retrieval, RAG and vector search", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "candidate", "setup_ease": 6.8, "best_for": [ "developers building explainable RAG systems over changing internal documents", "teams comparing graph retrieval against vector-only search before committing to a managed memory stack" ], "risk_categories": [], "search_text": "fastgraphrag circlemind-ai open_source other rag_knowledge gold conditional try_now developers building explainable rag systems over changing internal documents teams comparing graph retrieval against vector-only search before committing to a managed memory stack", "material_mover": false }, { "id": "evt_ac5cd517b189dd079270", "entity_id": "gh:moonshotai/kimi-code", "item_url": "/item/moonshotai-kimi-code/", "title": "MoonshotAI/kimi-code", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "@moonshot-ai/kimi-code@0.35.0", "after": "@moonshot-ai/kimi-code@0.36.0", "explanation": "Version changed: @moonshot-ai/kimi-code@0.35.0 → @moonshot-ai/kimi-code@0.36.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Coding Agent", "section": "MIT Terminal AI Coding Agent from Moonshot AI —", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [ "system" ], "search_text": "moonshotai/kimi-code moonshotai open_source coding_agent coding_agent gold low try_now software engineers developer-tool teams", "material_mover": false }, { "id": "evt_ac242288ad9a01f92a2c", "entity_id": "gh:joshuaswarren/remnic", "item_url": "/item/joshuaswarren-remnic/", "title": "joshuaswarren/remnic", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 159, "after": 162, "explanation": "Stars changed: 159 → 162.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Agent Memory and Context", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI agent builders who need an MIT-licensed, open-source memory-and-context layer for user-aware AI agents with scoped", "conversational-AI engineers who want a Hermes-plugin-compatible memory layer with MCP / HTTP access" ], "risk_categories": [ "provenance" ], "search_text": "joshuaswarren/remnic joshuaswarren open_source rag_knowledge rag_knowledge silver low try_now ai agent builders who need an mit-licensed, open-source memory-and-context layer for user-aware ai agents with scoped memory, provenance, retrieval quality, correction, boundaries, and evals conversational-ai engineers who want a hermes-plugin-compatible memory laye", "material_mover": false }, { "id": "evt_abffd275f9542a36e44c", "entity_id": "gh:oomol-lab/pdf-craft", "item_url": "/item/oomol-lab-pdf-craft/", "title": "oomol-lab/pdf-craft", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6126, "after": 6128, "explanation": "Stars changed: 6126 → 6128.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Document parsing", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.9, "best_for": [ "teams building RAG or archival workflows around scanned PDFs", "developers who need more structure than raw OCR text dumps" ], "risk_categories": [], "search_text": "oomol-lab/pdf-craft oomol-lab open_source other gold conditional try_now teams building rag or archival workflows around scanned pdfs developers who need more structure than raw ocr text dumps", "material_mover": false }, { "id": "evt_abf983faa334b0144af1", "entity_id": "gh:mm7894215/tokentracker", "item_url": "/item/mm7894215-tokentracker/", "title": "mm7894215/TokenTracker", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.88.6", "after": "v0.88.7", "explanation": "Version changed: v0.88.6 → v0.88.7.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Cost / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI coding-tool users", "engineering managers" ], "risk_categories": [ "account" ], "search_text": "mm7894215/tokentracker mm7894215 open_source other gold none try_now ai coding-tool users engineering managers claude code", "material_mover": false }, { "id": "evt_abdd5e368ae2233dfd64", "entity_id": "gh:openinterpreter/openinterpreter", "item_url": "/item/openinterpreter-openinterpreter/", "title": "openinterpreter/openinterpreter", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 67980, "after": 68000, "explanation": "Stars changed: 67980 → 68000.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Coding Agent", "section": "AI Coding", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers running local open-weight models who want a Codex-style harness around them", "Teams comparing harness designs across Codex, Claude Code, and open agents" ], "risk_categories": [ "system" ], "search_text": "openinterpreter/openinterpreter openinterpreter open_source other gold conditional try_now developers running local open-weight models who want a codex-style harness around them teams comparing harness designs across codex, claude code, and open agents", "material_mover": false }, { "id": "evt_abcff515103325265727", "entity_id": "gh:sahir619/fable-method", "item_url": "/item/sahir619-fable-method/", "title": "Sahir619/fable-method", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2205, "after": 2209, "explanation": "Stars changed: 2205 → 2209.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 6.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "Agent infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Teams shipping coding agents that need an adversarial eval layer before merge", "Engineers building Claude Code / Cursor / Codex skill packs who want a reproducible test surface" ], "risk_categories": [], "search_text": "sahir619/fable-method sahir619 open_source other silver conditional worth_watch teams shipping coding agents that need an adversarial eval layer before merge engineers building claude code / cursor / codex skill packs who want a reproducible test surface claude claude code", "material_mover": false }, { "id": "evt_abb62ab47c373db1e31b", "entity_id": "gh:d4vinci/scrapling", "item_url": "/item/d4vinci-scrapling/", "title": "D4Vinci/Scrapling", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 73640, "after": 73818, "explanation": "Stars changed: 73640 → 73818.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Web Scraping", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI agent builders who need an adaptive web scraping library with MCP server support so agents can fetch and parse", "web data engineers who want a single BSD-3-Clause-licensed framework for everything from one-off page fetches to" ], "risk_categories": [], "search_text": "d4vinci/scrapling d4vinci open_source data_tooling data_tooling gold low try_now ai agent builders who need an adaptive web scraping library with mcp server support so agents can fetch and parse modern web targets directly web data engineers who want a single bsd-3-clause-licensed framework for everything from one-off page fetches to stealth browser-grade sp", "material_mover": false }, { "id": "evt_abafc8680d9b884a902b", "entity_id": "gh:qf-studio/pilot", "item_url": "/item/qf-studio-pilot-v2-188-0/", "title": "qf-studio/pilot v2.188.0", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.259.1", "after": "v2.259.2", "explanation": "Version changed: v2.259.1 → v2.259.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.2, "best_for": [ "developers building AI coding copilots", "engineering managers" ], "risk_categories": [], "search_text": "qf-studio/pilot v2.188.0 qf-studio open_source other other gold none try_now developers building ai coding copilots engineering managers claude claude code", "material_mover": false }, { "id": "evt_aba606ebdfea280f8f21", "entity_id": "gh:nudgebee/nudgebee", "item_url": "/item/nudgebee-nudgebee/", "title": "nudgebee/nudgebee", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.4.0", "after": "v1.5.0-rc.1", "explanation": "Version changed: v1.4.0 → v1.5.0-rc.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 open-source SRE", "section": "nudgebee/nudgebee (Apache-2.0, Nudgebee) is the", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "**SRE / DevOps teams running Kubernetes across AWS / Azure / GCP** — Nudgebee is the Apache-2.0 open-source SRE", "**Teams that need cost-optimization + observability + incident response in one stack** — six capability modules" ], "risk_categories": [ "account" ], "search_text": "nudgebee/nudgebee nudgebee open_source other gold low try_now **sre / devops teams running kubernetes across aws / azure / gcp** — nudgebee is the apache-2.0 open-source sre copilot that watches your clusters, turns raw signals into ranked findings, and walks **teams that need cost-optimization + observability + incident response in one stack** — six cap", "material_mover": false }, { "id": "evt_ab976b3aac182b5c1f88", "entity_id": "gh:nvidia/skillspector", "item_url": "/item/nvidia-skillspector/", "title": "NVIDIA/SkillSpector", "category": "security", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.9.3", "after": "v2.9.4", "explanation": "Version changed: v2.9.3 → v2.9.4.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Security / Trust", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "security engineers", "AI platform teams" ], "risk_categories": [ "sensitive", "account" ], "search_text": "nvidia/skillspector nvidia open_source security security gold conditional try_now security engineers ai platform teams claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_ab92ac68036ef92aa057", "entity_id": "gh:kuberwastaken/claurst", "item_url": "/item/kuberwastaken-claurst/", "title": "Kuberwastaken/claurst", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10231, "after": 10237, "explanation": "Stars changed: 10231 → 10237.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "developers", "ai-coding-agent users" ], "risk_categories": [ "system" ], "search_text": "kuberwastaken/claurst kuberwastaken open_source other gold none try_now developers ai-coding-agent users claude claude code google gemini openai codex", "material_mover": false }, { "id": "evt_ab75b325b91410fcedd6", "entity_id": "gh:bennykok/lfg", "item_url": "/item/bennykok-lfg/", "title": "BennyKok/lfg", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 368, "after": 415, "explanation": "Stars changed: 368 → 415.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Control Plane", "section": "Developer Infra", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "Developers who want to leave coding agents running on a workstation or VPS and check back remotely", "Teams piloting private agent infrastructure on machines that already hold local repos and CLI auth" ], "risk_categories": [ "sensitive", "account" ], "search_text": "bennykok/lfg bennykok open_source other agent_framework gold conditional try_now developers who want to leave coding agents running on a workstation or vps and check back remotely teams piloting private agent infrastructure on machines that already hold local repos and cli auth", "material_mover": true }, { "id": "evt_ab6355a2f97878fa92d4", "entity_id": "gh:ax-llm/ax", "item_url": "/item/ax-llm-ax/", "title": "ax-llm/ax", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "23.0.11", "after": "23.0.12", "explanation": "Version changed: 23.0.11 → 23.0.12.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "LLM App Framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "TypeScript and Node teams building production LLM apps", "polyglot engineering orgs sharing one LLM layer across services" ], "risk_categories": [], "search_text": "ax-llm/ax ax-llm open_source other gold conditional try_now typescript and node teams building production llm apps polyglot engineering orgs sharing one llm layer across services anthropic claude google gemini ollama openai", "material_mover": false }, { "id": "evt_ab365202a65f164715f4", "entity_id": "gh:winstonkoh87/athena-public", "item_url": "/item/winstonkoh87-athena-public/", "title": "winstonkoh87/Athena-Public", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 563, "after": 570, "explanation": "Stars changed: 563 → 570.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Agent Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI builders who want a runtime layer that gives any LLM-backed agent persistent memory and time-awareness", "Agent platform engineers who keep re-implementing session continuity in every new framework" ], "risk_categories": [], "search_text": "winstonkoh87/athena-public winstonkoh87 open_source other gold low worth_watch ai builders who want a runtime layer that gives any llm-backed agent persistent memory and time-awareness agent platform engineers who keep re-implementing session continuity in every new framework google gemini", "material_mover": false }, { "id": "evt_ab2acf6bc24e2a4b937c", "entity_id": "gh:mozilla-ai/llamafile", "item_url": "/item/mozilla-ai-llamafile/", "title": "mozilla-ai/llamafile", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 25544, "after": 25547, "explanation": "Stars changed: 25544 → 25547.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Runtime / Inference", "section": "Single-File LLM Distribution and Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [ "sensitive" ], "search_text": "mozilla-ai/llamafile mozilla-ai open_source inference_runtime inference_runtime gold low try_now ml infrastructure engineers model-serving teams", "material_mover": false }, { "id": "evt_ab11279c5bcd18e2a5db", "entity_id": "gh:vm0-ai/vm0", "item_url": "/item/vm0-ai-vm0/", "title": "vm0-ai/vm0", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "vsock-test-v0.9.204", "after": "okou-desktop-v0.38.4", "explanation": "Version changed: vsock-test-v0.9.204 → okou-desktop-v0.38.4.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "Browser / Computer Use", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "vm0-ai/vm0 vm0-ai open_source other silver none watch ai developers technical founders claude code", "material_mover": false }, { "id": "evt_aaf3bef455ffee64ac5b", "entity_id": "gh:sgateway/s-gw", "item_url": "/item/sgateway-s-gw/", "title": "sgateway/s-gw", "category": "security", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.1.19", "after": "v0.1.21", "explanation": "Version changed: v0.1.19 → v0.1.21.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local credential control for AI", "section": "AI Agent Security", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI coding agent developers and security-conscious engineering teams who need a local credential control that keeps raw", "Regulated industries (finance, healthcare, government) where AI coding agents are deployed but raw credentials cannot" ], "risk_categories": [ "sensitive", "account", "impact" ], "search_text": "sgateway/s-gw sgateway open_source security security gold conditional try_now ai coding agent developers and security-conscious engineering teams who need a local credential control that keeps raw credentials out of ai coding agent context and tool output without changing the regulated industries (finance, healthcare, government) where ai coding agents are d", "material_mover": false }, { "id": "evt_aae8e0c0b93f48a04a84", "entity_id": "gh:virattt/ai-hedge-fund", "item_url": "/item/virattt-ai-hedge-fund/", "title": "virattt/ai-hedge-fund", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 62823, "after": 62832, "explanation": "Stars changed: 62823 → 62832.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Educational Framework", "section": "Multi-Agent AI Hedge Fund Framework for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [ "impact" ], "search_text": "virattt/ai-hedge-fund virattt open_source agent_framework agent_framework gold low try_now agent builders ai platform engineers", "material_mover": false }, { "id": "evt_aaab3e60bc09e5b03bd1", "entity_id": "gh:othmanadi/planning-with-files", "item_url": "/item/othmanadi-planning-with-files/", "title": "OthmanAdi/planning-with-files", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 26125, "after": 26152, "explanation": "Stars changed: 26125 → 26152.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool / CLI", "section": "Persistent File-Based Planning for Long-Horizon", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "othmanadi/planning-with-files othmanadi open_source other gold low try_now ai developers technical founders claude claude code openai codex", "material_mover": false }, { "id": "evt_aa99c740df8f9199a8f9", "entity_id": "gh:aipotheosis-labs/aci", "item_url": "/item/aipotheosis-labs-aci/", "title": "aipotheosis-labs/aci", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4875, "after": 4876, "explanation": "Stars changed: 4875 → 4876.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Open-source tool-calling and unified MCP", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "developers building agents that need real SaaS or cloud actions", "teams standardizing on MCP-compatible tool access" ], "risk_categories": [ "system" ], "search_text": "aipotheosis-labs/aci aipotheosis-labs open_source other gold conditional try_now developers building agents that need real saas or cloud actions teams standardizing on mcp-compatible tool access model context protocol api model context protocol", "material_mover": false }, { "id": "evt_aa8b3ea26964596967f2", "entity_id": "gh:getzep/graphiti", "item_url": "/item/getzep-graphiti/", "title": "getzep/graphiti", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 29857, "after": 29891, "explanation": "Stars changed: 29857 → 29891.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "Agent memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Teams building long-lived agent memory with time-aware facts", "RAG builders comparing graph retrieval against chunk-only retrieval" ], "risk_categories": [ "provenance" ], "search_text": "getzep/graphiti getzep open_source rag_knowledge rag_knowledge gold conditional try_now teams building long-lived agent memory with time-aware facts rag builders comparing graph retrieval against chunk-only retrieval", "material_mover": false }, { "id": "evt_a9a577682168ccca29a9", "entity_id": "gh:openbmb/ultraeval-audio", "item_url": "/item/openbmb-ultraeval-audio/", "title": "OpenBMB/UltraEval-Audio", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 310, "after": 313, "explanation": "Stars changed: 310 → 313.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Apache-2.0 audio eval suite for ASR, TTS", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 6.0, "best_for": [ "developers building speech recognition or text-to-speech products", "ML engineers comparing local and hosted audio-model stacks" ], "risk_categories": [], "search_text": "openbmb/ultraeval-audio openbmb open_source other gold conditional try_now developers building speech recognition or text-to-speech products ml engineers comparing local and hosted audio-model stacks", "material_mover": false }, { "id": "evt_a983b1545d6604dea66a", "entity_id": "gh:cdesktop-ai/cdesktop", "item_url": "/item/cdesktop-ai-cdesktop/", "title": "cdesktop-ai/cdesktop", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 81, "after": 82, "explanation": "Stars changed: 81 → 82.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Product", "section": "Agent Workspaces", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who switch between Claude Code, Codex, Gemini CLI, OpenCode, or Hermes on the same repo", "Teams comparing model providers without changing their core local workflow" ], "risk_categories": [ "system" ], "search_text": "cdesktop-ai/cdesktop cdesktop-ai open_source other gold conditional try_now developers who switch between claude code, codex, gemini cli, opencode, or hermes on the same repo teams comparing model providers without changing their core local workflow claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_a96d23fc87c3486326e3", "entity_id": "gh:parcle-ai/parcle-memory", "item_url": "/item/parcle-ai-parcle-memory/", "title": "Parcle-AI/parcle-memory", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 494, "after": 498, "explanation": "Stars changed: 494 → 498.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Memory Tool", "section": "Agents / Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Teams building agents that need memory scoped to individual users", "Developers who want a Python package instead of wiring vector stores and retrieval from scratch" ], "risk_categories": [], "search_text": "parcle-ai/parcle-memory parcle-ai open_source rag_knowledge rag_knowledge gold conditional try_now teams building agents that need memory scoped to individual users developers who want a python package instead of wiring vector stores and retrieval from scratch", "material_mover": false }, { "id": "evt_a941c068f34c3277ec13", "entity_id": "gh:unicity-astrid/astrid", "item_url": "/item/unicity-astrid-astrid/", "title": "unicity-astrid/astrid", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10302, "after": 10303, "explanation": "Stars changed: 10302 → 10303.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "open_source_framework", "section": "tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Security-conscious AI builders who want kernel-enforced capability boundaries", "Teams running agents that touch production credentials or internal tools" ], "risk_categories": [ "sensitive", "account" ], "search_text": "unicity-astrid/astrid unicity-astrid open_source other gold none try_now security-conscious ai builders who want kernel-enforced capability boundaries teams running agents that touch production credentials or internal tools model context protocol model context protocol", "material_mover": false }, { "id": "evt_a9332e62143de45a149c", "entity_id": "gh:simion/termic", "item_url": "/item/termic/", "title": "Termic", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 197, "after": 201, "explanation": "Stars changed: 197 → 201.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Coding assistants and dev agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.2, "best_for": [ "developers comparing Claude, Codex, Gemini, Grok, or OpenCode on the same task", "teams that want worktree isolation and pull-request-style review for local agent work" ], "risk_categories": [ "system" ], "search_text": "termic simion open_source other gold high try_now developers comparing claude, codex, gemini, grok, or opencode on the same task teams that want worktree isolation and pull-request-style review for local agent work", "material_mover": false }, { "id": "evt_a922f51169c88e2a79b7", "entity_id": "gh:deepseek-ai/3fs", "item_url": "/item/deepseek-ai-3fs/", "title": "deepseek-ai/3FS", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10110, "after": 10114, "explanation": "Stars changed: 10110 → 10114.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "worth_watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "AI storage infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 4.9, "best_for": [ "infra teams designing storage for large AI training or inference clusters", "builders studying open approaches to checkpointing, dataloader throughput, and shared AI storage" ], "risk_categories": [], "search_text": "deepseek-ai/3fs deepseek-ai open_source other gold medium worth_watch infra teams designing storage for large ai training or inference clusters builders studying open approaches to checkpointing, dataloader throughput, and shared ai storage", "material_mover": false }, { "id": "evt_a91f998a43407308f886", "entity_id": "gh:osaurus-ai/osaurus", "item_url": "/item/osaurus-ai-osaurus/", "title": "osaurus-ai/osaurus", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7605, "after": 7612, "explanation": "Stars changed: 7605 → 7612.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / App", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "macOS power users who want a local-first agent runtime with persistent memory", "Mac developers who want to embed agent capability without bundling an inference stack" ], "risk_categories": [], "search_text": "osaurus-ai/osaurus osaurus-ai open_source other gold none try_now macos power users who want a local-first agent runtime with persistent memory mac developers who want to embed agent capability without bundling an inference stack anthropic model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_a8fba0b82998b5fa000f", "entity_id": "gh:archie0732/healthy-diet-ai-agent", "item_url": "/item/archie0732-healthy-diet-ai-agent/", "title": "archie0732/healthy-diet-ai-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 749, "after": 743, "explanation": "Stars changed: 749 → 743.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "impact" ], "search_text": "archie0732/healthy-diet-ai-agent archie0732 open_source other gold none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_a8d3591ddaf7183512b1", "entity_id": "gh:firecrawl/firecrawl-mcp-server", "item_url": "/item/firecrawl-firecrawl-mcp-server/", "title": "firecrawl/firecrawl-mcp-server", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7221, "after": 7227, "explanation": "Stars changed: 7221 → 7227.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / MCP", "section": "Web Data / Search", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "agent builders", "research automation" ], "risk_categories": [], "search_text": "firecrawl/firecrawl-mcp-server firecrawl open_source other gold conditional try_now agent builders research automation claude model context protocol model context protocol", "material_mover": false }, { "id": "evt_a8a55489bb0d338b6e1f", "entity_id": "gh:google-ai-edge/litert-lm", "item_url": "/item/google-ai-edge-litert-lm/", "title": "google-ai-edge/LiteRT-LM", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6171, "after": 6184, "explanation": "Stars changed: 6171 → 6184.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Teams building on-device or edge AI features across mobile, desktop, and embedded targets", "Developers who want a local model server path that still fits OpenAI-style client tooling" ], "risk_categories": [], "search_text": "google-ai-edge/litert-lm google-ai-edge open_source inference_runtime inference_runtime gold conditional try_now teams building on-device or edge ai features across mobile, desktop, and embedded targets developers who want a local model server path that still fits openai-style client tooling", "material_mover": false }, { "id": "evt_a86c0fa0d3ab4f358c76", "entity_id": "gh:trpc-group/trpc-agent-go", "item_url": "/item/trpc-group-trpc-agent-go/", "title": "trpc-group/trpc-agent-go", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.11.0", "after": "v1.11.1", "explanation": "Version changed: v1.11.0 → v1.11.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Go agent framework and observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "Go teams building agent features inside existing backend services", "platform engineers who want OpenTelemetry-visible agent workflows without switching languages" ], "risk_categories": [], "search_text": "trpc-group/trpc-agent-go trpc-group open_source other gold conditional worth_watch go teams building agent features inside existing backend services platform engineers who want opentelemetry-visible agent workflows without switching languages model context protocol opentelemetry model context protocol", "material_mover": false }, { "id": "evt_a7e22300dd52b3e94145", "entity_id": "gh:lfnovo/open-notebook", "item_url": "/item/lfnovo-open-notebook/", "title": "lfnovo/open-notebook", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 36738, "after": 36780, "explanation": "Stars changed: 36738 → 36780.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Productivity", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "students", "researchers" ], "risk_categories": [ "sensitive" ], "search_text": "lfnovo/open-notebook lfnovo open_source rag_knowledge rag_knowledge gold conditional try_now students researchers", "material_mover": false }, { "id": "evt_a7d23cff15569c87a7b8", "entity_id": "gh:langbot-app/langbot", "item_url": "/item/langbot-app-langbot/", "title": "langbot-app/LangBot", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v4.10.6", "after": "v4.10.7", "explanation": "Version changed: v4.10.6 → v4.10.7.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / IM Bot Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Community managers running bots across Discord, Slack, Telegram, and DingTalk at once", "Product teams that need a knowledge-grounded customer assistant in chat channels" ], "risk_categories": [], "search_text": "langbot-app/langbot langbot-app open_source other gold low try_now community managers running bots across discord, slack, telegram, and dingtalk at once product teams that need a knowledge-grounded customer assistant in chat channels discord ollama openai telegram plugins", "material_mover": false }, { "id": "evt_a792c13b886f29db27ff", "entity_id": "gh:unslothai/unsloth", "item_url": "/item/unslothai-unsloth-v0-1-464-beta/", "title": "unslothai/unsloth v0.1.464-beta", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.1.701-beta", "after": "v0.1.702-beta", "explanation": "Version changed: v0.1.701-beta → v0.1.702-beta.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "fine-tuning practitioners", "local AI experimenters" ], "risk_categories": [], "search_text": "unslothai/unsloth v0.1.464-beta unslothai open_source other gold medium watch fine-tuning practitioners local ai experimenters self-hosted openai", "material_mover": false }, { "id": "evt_a7590f22c2a3284239b7", "entity_id": "gh:nirdiamant/agent_memory_techniques", "item_url": "/item/nirdiamant-agent-memory-techniques/", "title": "NirDiamant/Agent_Memory_Techniques", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 859, "after": 869, "explanation": "Stars changed: 859 → 869.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Agent Memory", "section": "Apache-2.0 30 Runnable Jupyter Notebooks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "nirdiamant/agent_memory_techniques nirdiamant open_source other gold low try_now ai developers technical founders anthropic langchain openai", "material_mover": false }, { "id": "evt_a7363e278935b20d49c2", "entity_id": "gh:hashangit/openfusion", "item_url": "/item/hashangit-openfusion/", "title": "hashangit/openfusion", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 33, "after": 34, "explanation": "Stars changed: 33 → 34.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Agent Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who want to compare or combine multiple model outputs inside one coding-agent session", "MCP users who already have provider keys and want a local orchestration layer instead of a hosted broker" ], "risk_categories": [], "search_text": "hashangit/openfusion hashangit open_source other silver conditional try_now developers who want to compare or combine multiple model outputs inside one coding-agent session mcp users who already have provider keys and want a local orchestration layer instead of a hosted broker", "material_mover": false }, { "id": "evt_a72f0639c21a2185060c", "entity_id": "gh:marker-inc-korea/autorag", "item_url": "/item/marker-inc-korea-autorag/", "title": "Marker-Inc-Korea/AutoRAG", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4999, "after": 5032, "explanation": "Stars changed: 4999 → 5032.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "MIT self-evolving librarian agent for local", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.8, "best_for": [ "developers and research teams who want a local-first agent for PDFs, notes, wikis, and project knowledge bases", "builders comparing document-search stacks and wanting a real librarian-style answer flow instead of raw retrieval dumps" ], "risk_categories": [], "search_text": "marker-inc-korea/autorag marker-inc-korea open_source other gold conditional try_now developers and research teams who want a local-first agent for pdfs, notes, wikis, and project knowledge bases builders comparing document-search stacks and wanting a real librarian-style answer flow instead of raw retrieval dumps", "material_mover": false }, { "id": "evt_a72b0e2cfbf9522d017b", "entity_id": "gh:inkeep/agents", "item_url": "/item/inkeep-agents/", "title": "inkeep/agents", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1364, "after": 1366, "explanation": "Stars changed: 1364 → 1366.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "AI Agent Builders", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "support automation teams", "agent workflow builders" ], "risk_categories": [], "search_text": "inkeep/agents inkeep open_source other silver conditional watch support automation teams agent workflow builders self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_a70ff0421d2321d1ff17", "entity_id": "gh:larksuite/cli", "item_url": "/item/lark-cli-mit-official-lark-feishu-cli-from-the-larksuite-team-200-comman/", "title": "Lark CLI: MIT Official Lark/Feishu CLI from the `larksuite` Team (200+ Commands, 26 AI Agent Skills, Dual-Region Lark Global + Feishu China)", "category": "business_workflow", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.0.86", "after": "v1.0.87", "explanation": "Version changed: v1.0.86 → v1.0.87.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "business_workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Enterprise teams using Lark or Feishu who want an AI agent (Claude Code / Cursor / Windsurf / any MCP-compatible", "Lark/Feishu users + 200+-command users that want the 200+ commands (Calendar / Messenger / Docs / Drive / Sheets /" ], "risk_categories": [], "search_text": "lark cli: mit official lark/feishu cli from the `larksuite` team (200+ commands, 26 ai agent skills, dual-region lark global + feishu china) larksuite open_source business_workflow business_workflow gold conditional try_now enterprise teams using lark or feishu who want an ai agent (claude code / cursor / windsurf / any mcp-compatible client) to automate the", "material_mover": false }, { "id": "evt_a6f1efe43b7e20e490a3", "entity_id": "gh:gammalabtechnologies/harmonist", "item_url": "/item/gammalabtechnologies-harmonist/", "title": "GammaLabTechnologies/harmonist", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2275, "after": 2264, "explanation": "Stars changed: 2275 → 2264.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "gammalabtechnologies/harmonist gammalabtechnologies open_source other gold none try_now ai developers technical founders claude code", "material_mover": false }, { "id": "evt_a6c87194b23048f56daa", "entity_id": "gh:forward-future/loopy", "item_url": "/item/forward-future-loopy/", "title": "Forward-Future/loopy", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3006, "after": 3012, "explanation": "Stars changed: 3006 → 3012.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Agent Workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Builders who want a reusable catalog of agent-improvement loops", "Teams turning ad hoc prompting into repeatable operating playbooks" ], "risk_categories": [], "search_text": "forward-future/loopy forward-future open_source other silver conditional worth_watch builders who want a reusable catalog of agent-improvement loops teams turning ad hoc prompting into repeatable operating playbooks openai codex", "material_mover": false }, { "id": "evt_a6c85ae7331e57658a10", "entity_id": "gh:vshulcz/deja-vu", "item_url": "/item/vshulcz-deja-vu/", "title": "vshulcz/deja-vu", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "candidate", "setup_ease": 8.8, "best_for": [ "AI engineering teams and power users who have months of Claude Code / Codex / Pi / Aider session history sitting in", "any team that wants an MCP-exposed memory layer their existing agent harness can hit without paying API cost" ], "risk_categories": [], "search_text": "vshulcz/deja-vu vshulcz open_source other rag_knowledge silver low try_now ai engineering teams and power users who have months of claude code / codex / pi / aider session history sitting in ~/.claude/projects, ~/.codex/sessions, and similar agent session ledgers any team that wants an mcp-exposed memory layer their existing agent harness can hit without pay", "material_mover": false }, { "id": "evt_a69d0050a506d1125981", "entity_id": "gh:gizclaw/flowcraft", "item_url": "/item/gizclaw-flowcraft/", "title": "GizClaw/flowcraft", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 440, "after": 441, "explanation": "Stars changed: 440 → 441.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Go teams building production agent services", "Infrastructure engineers who want a daemonized control plane instead of one-shot scripts" ], "risk_categories": [], "search_text": "gizclaw/flowcraft gizclaw open_source other gold none try_now go teams building production agent services infrastructure engineers who want a daemonized control plane instead of one-shot scripts anthropic openai", "material_mover": false }, { "id": "evt_a65cea17bd47fbc88549", "entity_id": "gh:infiniflow/infinity", "item_url": "/item/infiniflow-infinity/", "title": "infiniflow/infinity", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "RAG / Vector / Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI engineering teams and platform teams who need a real Apache-2.0 AI-native database that combines dense / sparse /", "teams that want the same underlying database that powers infiniflow/ragflow as a stand-alone Apache-2.0 component" ], "risk_categories": [], "search_text": "infiniflow/infinity infiniflow open_source other gold low try_now ai engineering teams and platform teams who need a real apache-2.0 ai-native database that combines dense / sparse / tensor / full-text search in a single c++20 system teams that want the same underlying database that powers infiniflow/ragflow as a stand-alone apache-2.0 component", "material_mover": false }, { "id": "evt_a6588f227e15e7d52499", "entity_id": "gh:comet-ml/opik", "item_url": "/item/opik-apache-2-0-open-source-ai-observability-evaluation-and-optimization/", "title": "Opik: Apache-2.0 Open-Source AI Observability, Evaluation, and Optimization Platform (Tracing + Eval + Opik Optimizer)", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "2.2.27", "after": "2.2.28", "explanation": "Version changed: 2.2.27 → 2.2.28.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "LLM app developers building RAG chatbots / code assistants / complex agentic systems + AI engineers running production", "LLM app developers + tracing-surface users that want the tracing (LLM calls / tool calls / agent steps / RAG retrieval" ], "risk_categories": [], "search_text": "opik: apache-2.0 open-source ai observability, evaluation, and optimization platform (tracing + eval + opik optimizer) comet-ml open_source other gold low try_now llm app developers building rag chatbots / code assistants / complex agentic systems + ai engineers running production llm traffic who need tracing + eval + optimization + data scientists managing", "material_mover": false }, { "id": "evt_a6451c00d67edf0af443", "entity_id": "gh:agricidaniel/claude-obsidian", "item_url": "/item/agricidaniel-claude-obsidian/", "title": "AgriciDaniel/claude-obsidian", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10790, "after": 10843, "explanation": "Stars changed: 10790 → 10843.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Knowledge / Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Obsidian users who want Claude Code to maintain a persistent knowledge vault", "Researchers and writers building a private Markdown-based second brain" ], "risk_categories": [], "search_text": "agricidaniel/claude-obsidian agricidaniel open_source rag_knowledge rag_knowledge gold conditional try_now obsidian users who want claude code to maintain a persistent knowledge vault researchers and writers building a private markdown-based second brain claude code", "material_mover": false }, { "id": "evt_a62c12de6b7f9c3c1df5", "entity_id": "gh:lightseekorg/smg", "item_url": "/item/lightseekorg-smg/", "title": "lightseekorg/smg", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 457, "after": 461, "explanation": "Stars changed: 457 → 461.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "watch", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "ML platform teams", "inference SREs" ], "risk_categories": [ "account" ], "search_text": "lightseekorg/smg lightseekorg open_source inference_runtime inference_runtime gold none watch ml platform teams inference sres anthropic claude google gemini model context protocol openai vllm model context protocol", "material_mover": false }, { "id": "evt_a62ab6db852a86d81bcf", "entity_id": "gh:aws/bedrock-agentcore-sdk-python", "item_url": "/item/bedrock-agentcore-sdk-apache-2-0-framework-agnostic-python-sdk-for-deplo/", "title": "Bedrock AgentCore SDK: Apache-2.0 Framework-Agnostic Python SDK for Deploying AI Agents (Runtime, Memory, Auth, MCP Gateway, Code Interpreter, Browser, Observability)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 751, "after": 750, "explanation": "Stars changed: 751 → 750.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive", "system" ], "search_text": "bedrock agentcore sdk: apache-2.0 framework-agnostic python sdk for deploying ai agents (runtime, memory, auth, mcp gateway, code interpreter, browser, observability) aws open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_a583d14afd47bf54b063", "entity_id": "gh:jetbrains/koog", "item_url": "/item/jetbrains-koog/", "title": "JetBrains/koog", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4512, "after": 4515, "explanation": "Stars changed: 4512 → 4515.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.1, "best_for": [ "JVM teams that want agent tooling without switching their whole stack to Python or TypeScript", "Kotlin developers building tool-using agents with persistence and observability requirements" ], "risk_categories": [], "search_text": "jetbrains/koog jetbrains open_source other gold none try_now jvm teams that want agent tooling without switching their whole stack to python or typescript kotlin developers building tool-using agents with persistence and observability requirements anthropic model context protocol ollama openai model context protocol", "material_mover": false }, { "id": "evt_a56fc541e8955d397dce", "entity_id": "gh:phuryn/pm-skills", "item_url": "/item/phuryn-pm-skills/", "title": "phuryn/pm-skills", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 25195, "after": 25236, "explanation": "Stars changed: 25195 → 25236.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "worth_watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Skills Marketplace", "section": "AI Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "product managers", "founders and indie hackers" ], "risk_categories": [], "search_text": "phuryn/pm-skills phuryn open_source other silver none worth_watch product managers founders and indie hackers", "material_mover": false }, { "id": "evt_a54c9c40ad514e532ba3", "entity_id": "gh:pixeltable/pixeltable", "item_url": "/item/pixeltable-pixeltable/", "title": "pixeltable/pixeltable", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1612, "after": 1614, "explanation": "Stars changed: 1612 → 1614.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Data / Multimodal Backend", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI application developers building multimodal features", "RAG teams that want one source of truth for documents, embeddings, and metadata" ], "risk_categories": [], "search_text": "pixeltable/pixeltable pixeltable open_source data_tooling data_tooling gold none try_now ai application developers building multimodal features rag teams that want one source of truth for documents, embeddings, and metadata", "material_mover": false }, { "id": "evt_a517416a659bd652acf3", "entity_id": "gh:yuting0624/antigravity-for-claude-code", "item_url": "/item/yuting0624-antigravity-for-claude-code/", "title": "yuting0624/antigravity-for-claude-code", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 242, "after": 243, "explanation": "Stars changed: 242 → 243.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Subagent Plugin", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Claude Code users experimenting with model specialization", "Developers trying to offload token-heavy implementation and search work" ], "risk_categories": [ "account" ], "search_text": "yuting0624/antigravity-for-claude-code yuting0624 open_source coding_agent coding_agent gold conditional try_now claude code users experimenting with model specialization developers trying to offload token-heavy implementation and search work claude code google gemini", "material_mover": false }, { "id": "evt_a4af7f59c3ed42d38c11", "entity_id": "gh:handy-computer/transcribe.cpp", "item_url": "/item/handy-computer-transcribe-cpp/", "title": "handy-computer/transcribe.cpp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1755, "after": 1769, "explanation": "Stars changed: 1755 → 1769.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Speech models", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers comparing local ASR model families under one GGML runtime", "Teams building voice input for local or agentic workflows" ], "risk_categories": [], "search_text": "handy-computer/transcribe.cpp handy-computer open_source other silver conditional try_now developers comparing local asr model families under one ggml runtime teams building voice input for local or agentic workflows", "material_mover": false }, { "id": "evt_a46d674ef06f5eeb596a", "entity_id": "gh:simstudioai/sim", "item_url": "/item/simstudioai-sim/", "title": "simstudioai/sim", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 29414, "after": 29417, "explanation": "Stars changed: 29414 → 29417.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI platform engineers who need a self-hosted agent workspace with 1,000+ integrations, every major LLM hookup, and", "agent operators who want chat-driven agent authoring plus a visual workflow editor instead of stitching together five" ], "risk_categories": [], "search_text": "simstudioai/sim simstudioai open_source other gold low try_now ai platform engineers who need a self-hosted agent workspace with 1,000+ integrations, every major llm hookup, and document grounding in one surface agent operators who want chat-driven agent authoring plus a visual workflow editor instead of stitching together five separate saas tools anthropic", "material_mover": false }, { "id": "evt_a440824cb1e1611ee31b", "entity_id": "gh:wangxijie001/yoji", "item_url": "/item/wangxijie001-yoji/", "title": "wangxijie001/yoji", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.6.0", "after": "v1.6.1", "explanation": "Version changed: v1.6.0 → v1.6.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Desktop AI companion with MCP", "section": "Desktop AI / Local Agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI-curious readers, power users, agent developers, automation builders, AI researchers, technical writers", "Power users + non-developer end-users who want a desktop AI that can actually operate the computer -- file management" ], "risk_categories": [ "sensitive", "system" ], "search_text": "wangxijie001/yoji wangxijie001 open_source other silver conditional try_now ai-curious readers, power users, agent developers, automation builders, ai researchers, technical writers, founder-ctos, ai-coding enthusiasts, non-developer end-users, productivity enthusiasts, and power users + non-developer end-users who want a desktop ai that can actually operate", "material_mover": false }, { "id": "evt_a41688ef49d21b9bc983", "entity_id": "gh:onlook-dev/onlook", "item_url": "/item/onlook-dev-onlook/", "title": "onlook-dev/onlook", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 26470, "after": 26481, "explanation": "Stars changed: 26470 → 26481.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Visual AI code editor", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.9, "best_for": [ "product teams that want visual UI changes to land in the real codebase instead of a design-only mockup", "frontend developers working on Next.js and Tailwind apps who want faster iteration on layout and styling" ], "risk_categories": [], "search_text": "onlook-dev/onlook onlook-dev open_source other gold conditional try_now product teams that want visual ui changes to land in the real codebase instead of a design-only mockup frontend developers working on next.js and tailwind apps who want faster iteration on layout and styling", "material_mover": false }, { "id": "evt_a4129b4bb63b6084d8a3", "entity_id": "gh:lmcache/lmcache", "item_url": "/item/lmcache-lmcache/", "title": "LMCache/LMCache", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "nightly-cu129", "after": "v0.5.4rc2-cu129", "explanation": "Version changed: nightly-cu129 → v0.5.4rc2-cu129.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "LLM Optimization", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "inference operators", "teams serving long prompts repeatedly" ], "risk_categories": [], "search_text": "lmcache/lmcache lmcache open_source other silver conditional watch inference operators teams serving long prompts repeatedly vllm", "material_mover": false }, { "id": "evt_a3f729087761893529ba", "entity_id": "gh:modu-ai/moai-adk", "item_url": "/item/modu-ai-moai-adk/", "title": "modu-ai/moai-adk", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1165, "after": 1167, "explanation": "Stars changed: 1165 → 1167.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Claude Code power users who want a structured spec-first workflow with TDD/DDD gates", "engineering teams evaluating Claude Code ADKs before adopting one" ], "risk_categories": [], "search_text": "modu-ai/moai-adk modu-ai open_source other gold none try_now claude code power users who want a structured spec-first workflow with tdd/ddd gates engineering teams evaluating claude code adks before adopting one anthropic claude claude code", "material_mover": false }, { "id": "evt_a3d6e999ad9a29dfbeec", "entity_id": "gh:snyk/agent-scan", "item_url": "/item/snyk-agent-scan/", "title": "snyk/agent-scan", "category": "security", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.5.17", "after": "v0.6.0-snapshot-6e2d290-1511", "explanation": "Version changed: v0.5.17 → v0.6.0-snapshot-6e2d290-1511.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Security / Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "security teams that need one CLI to inventory and audit every MCP server, harness, and skill on a developer machine", "platform teams building threat-detection pipelines for the agent-skill ecosystem" ], "risk_categories": [ "sensitive" ], "search_text": "snyk/agent-scan snyk open_source security security gold conditional try_now security teams that need one cli to inventory and audit every mcp server, harness, and skill on a developer machine platform teams building threat-detection pipelines for the agent-skill ecosystem model context protocol model context protocol", "material_mover": false }, { "id": "evt_a3a1762f099af8966d9a", "entity_id": "gh:microsoft/mcp-for-beginners", "item_url": "/item/microsoft-mcp-for-beginners/", "title": "microsoft/mcp-for-beginners", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 16971, "after": 16983, "explanation": "Stars changed: 16971 → 16983.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Guide", "section": "MCP / Education", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers learning MCP", "technical educators" ], "risk_categories": [], "search_text": "microsoft/mcp-for-beginners microsoft open_source other gold none try_now developers learning mcp technical educators model context protocol model context protocol", "material_mover": false }, { "id": "evt_a378704805340c01e640", "entity_id": "gh:zhaoxuya520/reverse-skill", "item_url": "/item/zhaoxuya520-reverse-skill/", "title": "zhaoxuya520/reverse-skill", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 24395, "after": 24884, "explanation": "Stars changed: 24395 → 24884.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Reverse-Engineering Skill Router", "section": "MIT AI Agent workflow router and", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "security engineers", "AI assurance teams" ], "risk_categories": [], "search_text": "zhaoxuya520/reverse-skill zhaoxuya520 open_source security security silver medium try_now security engineers ai assurance teams", "material_mover": true }, { "id": "evt_a292bbf891efa7ff2bc4", "entity_id": "gh:deeplethe/forkd", "item_url": "/item/deeplethe-forkd/", "title": "deeplethe/forkd", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2655, "after": 2740, "explanation": "Stars changed: 2655 → 2740.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "agent platform engineers", "sandboxed code execution teams" ], "risk_categories": [ "system" ], "search_text": "deeplethe/forkd deeplethe open_source other gold conditional watch agent platform engineers sandboxed code execution teams", "material_mover": true }, { "id": "evt_a215733c0a3619a73d61", "entity_id": "gh:mitkox/stolen-thoughts", "item_url": "/item/mitkox-stolen-thoughts/", "title": "mitkox/stolen-thoughts", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "research_only", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Research", "section": "Reasoning Trace Security", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI red teams validating reasoning-leak mitigations", "API providers reasoning about CoT exposure and encryption boundaries" ], "risk_categories": [], "search_text": "mitkox/stolen-thoughts mitkox open_source other silver medium research_only ai red teams validating reasoning-leak mitigations api providers reasoning about cot exposure and encryption boundaries", "material_mover": false }, { "id": "evt_a20eef6e1d5e48746b17", "entity_id": "gh:dyoshikawa/rulesync", "item_url": "/item/dyoshikawa-rulesync/", "title": "dyoshikawa/rulesync", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v16.9.1", "after": "v16.12.0", "explanation": "Version changed: v16.9.1 → v16.12.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "dyoshikawa/rulesync dyoshikawa open_source other gold none try_now ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_a20aa5f550c511bbfd3b", "entity_id": "gh:fareedkhan-dev/kimi-k3-in-c", "item_url": "/item/fareedkhan-dev-kimi-k3-in-c/", "title": "FareedKhan-dev/kimi-k3-in-c", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5121, "after": 5427, "explanation": "Stars changed: 5121 → 5427.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Inference & LLM Ops", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 4.2, "best_for": [ "researchers studying memory-efficient LLM inference", "builders of local single-CPU LLM runtimes on constrained hardware" ], "risk_categories": [], "search_text": "fareedkhan-dev/kimi-k3-in-c fareedkhan-dev open_source other inference_runtime gold none try_now researchers studying memory-efficient llm inference builders of local single-cpu llm runtimes on constrained hardware", "material_mover": true }, { "id": "evt_a1f482aebe774a466a4f", "entity_id": "gh:pydantic/pydantic-ai", "item_url": "/item/pydantic-pydantic-ai/", "title": "pydantic/pydantic-ai", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.107.4", "after": "v2.29.0", "explanation": "Version changed: v1.107.4 → v2.29.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Agent Framework", "section": "AI Agents / Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI engineers who want a type-safe, model-agnostic Python agent framework with first-class structured outputs", "backend developers building production LLM services who already trust Pydantic for the rest of the stack" ], "risk_categories": [], "search_text": "pydantic/pydantic-ai pydantic open_source other gold low try_now ai engineers who want a type-safe, model-agnostic python agent framework with first-class structured outputs backend developers building production llm services who already trust pydantic for the rest of the stack", "material_mover": false }, { "id": "evt_a1dcbed11e3c643dedd6", "entity_id": "gh:frontisai/naturebench", "item_url": "/item/frontisai-naturebench/", "title": "FrontisAI/NatureBench", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 94, "after": 98, "explanation": "Stars changed: 94 → 98.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.9, "entity_kind": "research", "verification_stage": "discovered", "type": "Scientific ML Benchmark", "section": "Research and Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Agent-evaluation teams that want a tougher benchmark than standard software-only suites", "Research groups studying whether coding agents can assist scientific ML discovery workflows" ], "risk_categories": [], "search_text": "frontisai/naturebench frontisai research research research silver conditional worth_watch agent-evaluation teams that want a tougher benchmark than standard software-only suites research groups studying whether coding agents can assist scientific ml discovery workflows", "material_mover": false }, { "id": "evt_a1ab524cedf761a35652", "entity_id": "gh:shareai-lab/learn-claude-code", "item_url": "/item/shareai-lab-learn-claude-code/", "title": "shareAI-lab/learn-claude-code", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 73989, "after": 74132, "explanation": "Stars changed: 73989 → 74132.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Agent Harness", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "engineers onboarding to coding-agent internals", "platform teams prototyping minimal agent harnesses in any language" ], "risk_categories": [], "search_text": "shareai-lab/learn-claude-code shareai-lab open_source other gold conditional try_now engineers onboarding to coding-agent internals platform teams prototyping minimal agent harnesses in any language claude claude code", "material_mover": false }, { "id": "evt_a1a3ddbdbb2566e16443", "entity_id": "gh:antirez/h3.c", "item_url": "/item/antirez-h3-c/", "title": "antirez/h3.c", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1559, "after": 1760, "explanation": "Stars changed: 1559 → 1760.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "On-Device Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Apple Silicon developers who want a single-binary H3 inference path without a Python stack", "researchers studying on-device video/audio inference performance on M3 Max / M5 Max" ], "risk_categories": [], "search_text": "antirez/h3.c antirez open_source other gold conditional try_now apple silicon developers who want a single-binary h3 inference path without a python stack researchers studying on-device video/audio inference performance on m3 max / m5 max", "material_mover": true }, { "id": "evt_a122db379bb27e6a3532", "entity_id": "gh:shirenchuang/agentbro", "item_url": "/item/shirenchuang-agentbro/", "title": "shirenchuang/agentbro", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 205, "after": 206, "explanation": "Stars changed: 205 → 206.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "shirenchuang/agentbro shirenchuang open_source other silver conditional worth_watch ai developers technical founders claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_a10019586f02f971d5a0", "entity_id": "gh:uipath/coder_eval", "item_url": "/item/uipath-coder-eval/", "title": "UiPath/coder_eval", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 110, "after": 112, "explanation": "Stars changed: 110 → 112.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.8, "best_for": [ "teams comparing Claude Code, Codex, or other coding agents", "builders testing skill packs and prompt changes against stable tasks" ], "risk_categories": [ "system" ], "search_text": "uipath/coder_eval uipath open_source other silver conditional try_now teams comparing claude code, codex, or other coding agents builders testing skill packs and prompt changes against stable tasks anthropic claude claude code github actions google gemini openai codex", "material_mover": false }, { "id": "evt_a0c519b9fc782ab2bb2f", "entity_id": "gh:revfactory/harness", "item_url": "/item/revfactory-harness/", "title": "revfactory/harness", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8738, "after": 8756, "explanation": "Stars changed: 8738 → 8756.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Claude Code", "section": "Apache-2.0 Claude Code Team-Architecture", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "revfactory/harness revfactory open_source other gold low try_now ai developers technical founders claude code", "material_mover": false }, { "id": "evt_a0b035a24793ff045aa3", "entity_id": "gh:xz1220/open-dynamic-workflows", "item_url": "/item/xz1220-open-dynamic-workflows/", "title": "xz1220/open-dynamic-workflows", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 95, "after": 96, "explanation": "Stars changed: 95 → 96.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Workflow", "section": "AI Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers orchestrating Codex, Claude Code, or Gemini CLI across the same project", "Teams that want portable workflow scripts instead of vendor-locked orchestration" ], "risk_categories": [ "system" ], "search_text": "xz1220/open-dynamic-workflows xz1220 open_source other gold conditional try_now developers orchestrating codex, claude code, or gemini cli across the same project teams that want portable workflow scripts instead of vendor-locked orchestration claude code openai codex", "material_mover": false }, { "id": "evt_a0a406c793fb1f27104b", "entity_id": "gh:tiger-ai-lab/clawbench", "item_url": "/item/tiger-ai-lab-clawbench/", "title": "TIGER-AI-Lab/ClawBench", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 560, "after": 562, "explanation": "Stars changed: 560 → 562.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Evaluation / Testing", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Teams comparing browser agents on repeatable online tasks", "Researchers reproducing browser-agent traces and judge outputs" ], "risk_categories": [ "sensitive", "account" ], "search_text": "tiger-ai-lab/clawbench tiger-ai-lab open_source other gold conditional try_now teams comparing browser agents on repeatable online tasks researchers reproducing browser-agent traces and judge outputs", "material_mover": false }, { "id": "evt_a02d3b8306e241d54bde", "entity_id": "gh:forsy-ai/agent-apprenticeship", "item_url": "/item/forsy-ai-agent-apprenticeship/", "title": "Forsy-AI/agent-apprenticeship", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1339, "after": 1338, "explanation": "Stars changed: 1339 → 1338.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / CLI", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "developers running the same research or coding loops repeatedly", "teams experimenting with mentor-agent or review-agent patterns" ], "risk_categories": [], "search_text": "forsy-ai/agent-apprenticeship forsy-ai open_source other silver conditional worth_watch developers running the same research or coding loops repeatedly teams experimenting with mentor-agent or review-agent patterns claude code openai codex", "material_mover": false }, { "id": "evt_9ffbcdfbc5914a741c4f", "entity_id": "gh:langgenius/dify", "item_url": "/item/langgenius-dify/", "title": "langgenius/dify", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 152225, "after": 152355, "explanation": "Stars changed: 152225 → 152355.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "langgenius/dify langgenius open_source other gold none try_now ai developers technical founders claude model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_9fc711c81d58b09bdb96", "entity_id": "gh:voidcraft-dev/memory-forge-rs", "item_url": "/item/voidcraft-dev-memory-forge-rs/", "title": "voidcraft-dev/memory-forge-rs", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 461, "after": 463, "explanation": "Stars changed: 461 → 463.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Knowledge / Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Claude Code, Codex, Cursor, Gemini CLI, and pi power users dealing with long-lived sessions", "Developers who want a local-first way to inspect or repair reused agent memory" ], "risk_categories": [], "search_text": "voidcraft-dev/memory-forge-rs voidcraft-dev open_source other gold conditional try_now claude code, codex, cursor, gemini cli, and pi power users dealing with long-lived sessions developers who want a local-first way to inspect or repair reused agent memory claude code openai codex", "material_mover": false }, { "id": "evt_9fc23d3a85d6c8b3e4ac", "entity_id": "gh:addyosmani/agent-skills", "item_url": "/item/addyosmani-agent-skills/", "title": "addyosmani/agent-skills", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 86519, "after": 86868, "explanation": "Stars changed: 86519 → 86868.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Agent Skill", "section": "Coding Agents / Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "developers using coding agents", "engineering leads setting team workflows" ], "risk_categories": [], "search_text": "addyosmani/agent-skills addyosmani open_source coding_agent coding_agent gold conditional try_now developers using coding agents engineering leads setting team workflows claude code openai codex", "material_mover": false }, { "id": "evt_9fbe19fc83f18436909f", "entity_id": "gh:mgechev/skillgrade", "item_url": "/item/mgechev-skillgrade/", "title": "mgechev/skillgrade", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 670, "after": 673, "explanation": "Stars changed: 670 → 673.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent skill QA", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.0, "best_for": [ "teams publishing reusable agent skills and wanting a repeatable quality check before sharing them", "builders comparing whether different model backends discover and apply the same skill reliably" ], "risk_categories": [], "search_text": "mgechev/skillgrade mgechev open_source other gold conditional try_now teams publishing reusable agent skills and wanting a repeatable quality check before sharing them builders comparing whether different model backends discover and apply the same skill reliably claude code openai codex", "material_mover": false }, { "id": "evt_9f90a4b7330e61ff825e", "entity_id": "gh:openyabby/openyabby", "item_url": "/item/openyabby-openyabby/", "title": "OpenYabby/OpenYabby", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 123, "after": 124, "explanation": "Stars changed: 123 → 124.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "Agent orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 4.2, "best_for": [ "Mac developers experimenting with voice-to-agent project workflows", "Agent builders studying background-task supervision and delegated CLI-worker loops" ], "risk_categories": [ "system" ], "search_text": "openyabby/openyabby openyabby open_source other agent_framework gold high worth_watch mac developers experimenting with voice-to-agent project workflows agent builders studying background-task supervision and delegated cli-worker loops claude code", "material_mover": false }, { "id": "evt_9f7b74df0a0c06ac1028", "entity_id": "gh:stainlu/hermes-labyrinth", "item_url": "/item/stainlu-hermes-labyrinth/", "title": "stainlu/hermes-labyrinth", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 301, "after": 300, "explanation": "Stars changed: 301 → 300.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Observability Plugin", "section": "Evaluation and Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Hermes users debugging autonomous runs", "Operators who need a clearer view of cron and subagent behavior" ], "risk_categories": [], "search_text": "stainlu/hermes-labyrinth stainlu open_source other silver none try_now hermes users debugging autonomous runs operators who need a clearer view of cron and subagent behavior", "material_mover": false }, { "id": "evt_9f7a6c1021a994861777", "entity_id": "gh:0xnyn/airship", "item_url": "/item/0xnyn-airship/", "title": "0xnyn/airship", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 345, "after": 419, "explanation": "Stars changed: 345 → 419.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Design-to-Code", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "designers and engineers who want visual editing on a running app without a separate Figma project", "agent-orchestration teams evaluating sub-agent delegation to Claude Code / Codex / OpenCode from a visual surface" ], "risk_categories": [], "search_text": "0xnyn/airship 0xnyn open_source other silver none try_now designers and engineers who want visual editing on a running app without a separate figma project agent-orchestration teams evaluating sub-agent delegation to claude code / codex / opencode from a visual surface", "material_mover": true }, { "id": "evt_9f3e904f94106752f301", "entity_id": "gh:saladday/pi-from-scratch", "item_url": "/item/saladday-pi-from-scratch/", "title": "SaladDay/pi-from-scratch", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 736, "after": 855, "explanation": "Stars changed: 736 → 855.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Documentation", "section": "Agent Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "TypeScript developers learning how modern coding agents are wired", "agent authors benchmarking minimal agent-loop implementations" ], "risk_categories": [], "search_text": "saladday/pi-from-scratch saladday open_source other silver none try_now typescript developers learning how modern coding agents are wired agent authors benchmarking minimal agent-loop implementations", "material_mover": true }, { "id": "evt_9f3518d537e6602ab994", "entity_id": "gh:aws-samples/sample-well-architected-skills-and-steering", "item_url": "/item/aws-samples-sample-well-architected-skills-and-steering/", "title": "aws-samples/sample-well-architected-skills-and-steering", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 240, "after": 242, "explanation": "Stars changed: 240 → 242.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AWS Sample", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "AWS practitioners who want Well-Architected guidance in the editor without a separate review tool", "Platform and security teams standardizing how AI coding agents apply the framework across tools" ], "risk_categories": [ "sensitive", "account" ], "search_text": "aws-samples/sample-well-architected-skills-and-steering aws-samples open_source coding_agent coding_agent silver none try_now aws practitioners who want well-architected guidance in the editor without a separate review tool platform and security teams standardizing how ai coding agents apply the framework across tools aws claude code openai codex", "material_mover": false }, { "id": "evt_9ee471ff33f755e5a833", "entity_id": "gh:browser-use/browsercode", "item_url": "/item/browser-use-browsercode/", "title": "browser-use/browsercode", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 285, "after": 286, "explanation": "Stars changed: 285 → 286.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Browser Automation", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers building browser-driven agent workflows", "Teams that want reusable browser scripts rather than opaque automation traces" ], "risk_categories": [], "search_text": "browser-use/browsercode browser-use open_source other silver conditional try_now developers building browser-driven agent workflows teams that want reusable browser scripts rather than opaque automation traces", "material_mover": false }, { "id": "evt_9ec30a3f7011980d3681", "entity_id": "gh:deepset-ai/haystack", "item_url": "/item/deepset-ai-haystack-v2-30-1/", "title": "deepset-ai/Haystack v2.30.1", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 26189, "after": 26201, "explanation": "Stars changed: 26189 → 26201.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Framework", "section": "AI Data/Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "LLM platform teams", "RAG platform engineers" ], "risk_categories": [], "search_text": "deepset-ai/haystack v2.30.1 deepset-ai open_source other gold none try_now llm platform teams rag platform engineers model context protocol model context protocol", "material_mover": false }, { "id": "evt_9eb8a177df03be2b2f61", "entity_id": "gh:openhands/openhands", "item_url": "/item/openhands-openhands/", "title": "OpenHands/OpenHands", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.12.0", "after": "v1.13.0", "explanation": "Version changed: v1.12.0 → v1.13.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "developers who want faster coding loops", "teams evaluating coding agents before full agent infrastructure" ], "risk_categories": [], "search_text": "openhands/openhands openhands open_source coding_agent coding_agent gold conditional try_now developers who want faster coding loops teams evaluating coding agents before full agent infrastructure openai", "material_mover": false }, { "id": "evt_9e7a3a2e0e989e047ca3", "entity_id": "gh:yusukebe/ax", "item_url": "/item/yusukebe-ax/", "title": "yusukebe/ax", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 666, "after": 667, "explanation": "Stars changed: 666 → 667.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "yusukebe/ax yusukebe open_source other silver none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_9e77198e5b25c5c002dd", "entity_id": "gh:defilantech/llmkube", "item_url": "/item/defilantech-llmkube/", "title": "defilantech/LLMKube", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 188, "after": 189, "explanation": "Stars changed: 188 → 189.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Infrastructure", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "platform engineers", "self-hosting teams" ], "risk_categories": [], "search_text": "defilantech/llmkube defilantech open_source other silver conditional watch platform engineers self-hosting teams kubernetes self-hosted vllm", "material_mover": false }, { "id": "evt_9e65446c2aef18293ae1", "entity_id": "gh:scaling-group/eve", "item_url": "/item/scaling-group-eve/", "title": "scaling-group/eve", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 51, "after": 52, "explanation": "Stars changed: 51 → 52.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "research", "verification_stage": "discovered", "type": "Research Framework", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Research engineers and AI coding-agent users who want to push a hard algorithmic-discovery task (designing algorithms", "Paper authors and reviewers who want a runnable reference implementation of the NUS Scaling Group's arXiv 2605.09018" ], "risk_categories": [], "search_text": "scaling-group/eve scaling-group research research research silver none try_now research engineers and ai coding-agent users who want to push a hard algorithmic-discovery task (designing algorithms, improving code, solving a math problem) past a static performance ceiling paper authors and reviewers who want a runnable reference implementation of the nus scal", "material_mover": false }, { "id": "evt_9e4f0b20a1026f15e9c0", "entity_id": "gh:pinchbench/skill", "item_url": "/item/pinchbench-skill/", "title": "pinchbench/skill", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1315, "after": 1316, "explanation": "Stars changed: 1315 → 1316.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Evaluation & Benchmarking", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "candidate", "setup_ease": 8.8, "best_for": [ "AI agent builders, eval teams, and engineering leads who need a real-world benchmark for OpenClaw-style coding agents", "teams that want to compare model families (Claude, GPT, Gemini, DeepSeek) on real productivity / coding / research" ], "risk_categories": [], "search_text": "pinchbench/skill pinchbench open_source other research silver none try_now ai agent builders, eval teams, and engineering leads who need a real-world benchmark for openclaw-style coding agents teams that want to compare model families (claude, gpt, gemini, deepseek) on real productivity / coding / research tasks with public leaderboard parity", "material_mover": false }, { "id": "evt_9e0338881a6fdcc6df51", "entity_id": "gh:osmantic/ods", "item_url": "/item/osmantic-ods/", "title": "Osmantic/ODS", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4143, "after": 4197, "explanation": "Stars changed: 4143 → 4197.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "inference_runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [], "search_text": "osmantic/ods osmantic open_source inference_runtime inference_runtime gold none try_now ml infrastructure engineers model-serving teams docker self-hosted", "material_mover": false }, { "id": "evt_9deaf71c161ebbd9a411", "entity_id": "gh:cursor/mixture-of-kittens", "item_url": "/item/cursor-mixture-of-kittens/", "title": "cursor/mixture-of-kittens", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 523, "after": 529, "explanation": "Stars changed: 523 → 529.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Training Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "training-infra engineers building MoE kernels for Blackwell NVL72 racks", "kernel authors benchmarking fused MoE compute/communication kernels" ], "risk_categories": [], "search_text": "cursor/mixture-of-kittens cursor open_source other gold conditional try_now training-infra engineers building moe kernels for blackwell nvl72 racks kernel authors benchmarking fused moe compute/communication kernels", "material_mover": false }, { "id": "evt_9dd8a94d687c5470a0f9", "entity_id": "gh:pymc-devs/pytensor", "item_url": "/item/pymc-devs-pytensor/", "title": "pymc-devs/pytensor", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 634, "after": 636, "explanation": "Stars changed: 634 → 636.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.81, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "pymc-devs/pytensor pymc-devs open_source other other silver none watch ai developers technical founders", "material_mover": false }, { "id": "evt_9dd6bb2eb2173795688d", "entity_id": "gh:vaultmcp/vault", "item_url": "/item/vaultmcp-vault/", "title": "vaultmcp/vault", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 108, "after": 105, "explanation": "Stars changed: 108 → 105.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Security Proxy", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Teams deploying MCP tools in environments where tool output can contain untrusted or third-party content", "Security-conscious builders who want a practical guard layer before agents read filesystem, browser, or API tool" ], "risk_categories": [], "search_text": "vaultmcp/vault vaultmcp open_source security security gold conditional try_now teams deploying mcp tools in environments where tool output can contain untrusted or third-party content security-conscious builders who want a practical guard layer before agents read filesystem, browser, or api tool responses", "material_mover": false }, { "id": "evt_9da3d8e96116cedae96a", "entity_id": "gh:ifuryst/open-codex-computer-use", "item_url": "/item/ifuryst-open-codex-computer-use/", "title": "iFurySt/open-codex-computer-use", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1685, "after": 1697, "explanation": "Stars changed: 1685 → 1697.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Computer Use MCP", "section": "Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Advanced users testing local or self-run desktop automation with agent clients", "Builders who want an inspectable MCP abstraction around computer use instead of a closed hosted service" ], "risk_categories": [ "system" ], "search_text": "ifuryst/open-codex-computer-use ifuryst open_source other silver high worth_watch advanced users testing local or self-run desktop automation with agent clients builders who want an inspectable mcp abstraction around computer use instead of a closed hosted service claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_9d96f0b51553679ca657", "entity_id": "gh:bespokelabsai/curator", "item_url": "/item/bespokelabsai-curator/", "title": "bespokelabsai/curator", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1717, "after": 1719, "explanation": "Stars changed: 1717 → 1719.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Synthetic data curation and post-training", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "teams building synthetic datasets for post-training or eval", "developers running structured extraction or batch labeling workflows" ], "risk_categories": [], "search_text": "bespokelabsai/curator bespokelabsai open_source other gold conditional try_now teams building synthetic datasets for post-training or eval developers running structured extraction or batch labeling workflows", "material_mover": false }, { "id": "evt_9d8456ba0080499305cf", "entity_id": "gh:qdrant/fastembed", "item_url": "/item/qdrant-fastembed/", "title": "qdrant/fastembed", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "v0.8.0", "explanation": "Version changed: not recorded → v0.8.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Library", "section": "RAG / Vector / Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI engineering teams and platform teams who need a real Apache-2.0 lightweight Python embedding library that ships", "teams that want a single embedding library that supports dense + sparse (SPLADE) + image (CLIP) + late-interaction" ], "risk_categories": [], "search_text": "qdrant/fastembed qdrant open_source other gold low try_now ai engineering teams and platform teams who need a real apache-2.0 lightweight python embedding library that ships without pytorch teams that want a single embedding library that supports dense + sparse (splade) + image (clip) + late-interaction (colpali / colqwen) + reranker models in one api openai", "material_mover": false }, { "id": "evt_9d53ad770f2784909ffd", "entity_id": "gh:crynta/terax-ai", "item_url": "/item/crynta-terax-ai/", "title": "crynta/terax-ai", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8944, "after": 8968, "explanation": "Stars changed: 8944 → 8968.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Desktop Dev", "section": "Lightweight (7-8 MB) Apache-2.0 Terminal-First", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [ "system" ], "search_text": "crynta/terax-ai crynta open_source coding_agent coding_agent gold low try_now software engineers developer-tool teams", "material_mover": false }, { "id": "evt_9d46a9129a45cd45e65f", "entity_id": "gh:iflytek/astron-agent", "item_url": "/item/iflytek-astron-agent/", "title": "iflytek/astron-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9197, "after": 9196, "explanation": "Stars changed: 9197 → 9196.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent frameworks and harnesses", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "agent builders evaluating Chinese-maintained multi-agent frameworks", "developers who want a published docs site + hosted demo as a starting point" ], "risk_categories": [], "search_text": "iflytek/astron-agent iflytek open_source other gold low try_now agent builders evaluating chinese-maintained multi-agent frameworks developers who want a published docs site + hosted demo as a starting point model context protocol model context protocol", "material_mover": false }, { "id": "evt_9d40c5348f3404bcccb6", "entity_id": "gh:beenuar/aisoc", "item_url": "/item/beenuar-aisoc/", "title": "beenuar/AiSOC", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2233, "after": 2345, "explanation": "Stars changed: 2233 → 2345.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Self-Hostable AI SOC", "section": "MIT Self-Hostable AI SOC with Investigation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "beenuar/aisoc beenuar open_source other gold low try_now ai developers technical founders self-hosted", "material_mover": true }, { "id": "evt_9d081f8da802df75f2fb", "entity_id": "gh:zaxbyhub/opencode-swarm", "item_url": "/item/zaxbyhub-opencode-swarm/", "title": "ZaxbyHub/opencode-swarm", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 438, "after": 440, "explanation": "Stars changed: 438 → 440.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Coding / Multi-Agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "OpenCode users", "developers experimenting with coding swarms" ], "risk_categories": [], "search_text": "zaxbyhub/opencode-swarm zaxbyhub open_source other gold conditional try_now opencode users developers experimenting with coding swarms github model context protocol model context protocol", "material_mover": false }, { "id": "evt_9cec97e7d4556374516f", "entity_id": "gh:windy3f3f3f3f/claude-code-from-scratch", "item_url": "/item/claude-code-from-scratch-bilingual-coding-agent-tutorial-typescript-pyth/", "title": "Claude Code From Scratch: Bilingual Coding Agent Tutorial (TypeScript + Python, 13 Chapters)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2553, "after": 2561, "explanation": "Stars changed: 2553 → 2561.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Claude Code users + AI coding agent developers + AI-curious readers tracking the coding-agent space + engineering", "Claude Code users + pedagogy users that want the chapter-to-source mapping (each chapter is a few hundred lines and" ], "risk_categories": [], "search_text": "claude code from scratch: bilingual coding agent tutorial (typescript + python, 13 chapters) windy3f3f3f3f open_source other gold low try_now claude code users + ai coding agent developers + ai-curious readers tracking the coding-agent space + engineering teams building or evaluating coding agents + any developer wanting to understand the claude code users +", "material_mover": false }, { "id": "evt_9cae326e5fd049bf237a", "entity_id": "gh:ekkolearnai/hermes-studio", "item_url": "/item/ekkolearnai-hermes-studio/", "title": "EKKOLearnAI/hermes-studio", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10148, "after": 10185, "explanation": "Stars changed: 10148 → 10185.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "worth_watch", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Dashboard", "section": "Agent Ops", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Hermes Agent users who want a desktop and web control surface for scheduled jobs and profile management", "Operators comparing terminal-first agent setups against a more visual local console" ], "risk_categories": [ "system" ], "search_text": "ekkolearnai/hermes-studio ekkolearnai open_source other gold conditional worth_watch hermes agent users who want a desktop and web control surface for scheduled jobs and profile management operators comparing terminal-first agent setups against a more visual local console self-hosted", "material_mover": false }, { "id": "evt_9c7c1f0d1eeee805b616", "entity_id": "gh:siddsachar/row-bot", "item_url": "/item/siddsachar-row-bot/", "title": "siddsachar/row-bot", "category": "agent_framework", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v4.6.0", "after": "v4.7.0", "explanation": "Version changed: v4.6.0 → v4.7.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Product", "section": "Desktop Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Power users building local-first workflows around multiple model providers", "Developers who want memory, shell tools, browser automation, and workflows in one desktop assistant" ], "risk_categories": [ "system" ], "search_text": "siddsachar/row-bot siddsachar open_source agent_framework agent_framework gold conditional try_now power users building local-first workflows around multiple model providers developers who want memory, shell tools, browser automation, and workflows in one desktop assistant langchain ollama", "material_mover": false }, { "id": "evt_9c79415f7b2e560d27e9", "entity_id": "gh:agentwrapper/agent-orchestrator", "item_url": "/item/agentwrapper-agent-orchestrator/", "title": "AgentWrapper/agent-orchestrator", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.12.3", "after": "v0.12.1-nightly.202608131434", "explanation": "Version changed: v0.12.3 → v0.12.1-nightly.202608131434.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Coding Workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Engineering teams running multiple coding agents against the same repository", "Platform teams that want clearer branch and runtime isolation around agent work" ], "risk_categories": [ "system" ], "search_text": "agentwrapper/agent-orchestrator agentwrapper open_source other gold conditional try_now engineering teams running multiple coding agents against the same repository platform teams that want clearer branch and runtime isolation around agent work claude code", "material_mover": false }, { "id": "evt_9bbd3a40f794b3373500", "entity_id": "gh:hal0ai/hal0", "item_url": "/item/hal0-apache-2-0-open-source-self-hosted-home-ai-inference-platform-strix/", "title": "Hal0: Apache-2.0 Open-Source Self-Hosted Home AI Inference Platform (Strix Halo Native, AMD/NVIDIA Cross-Platform)", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.0.0-nightly.20260812070927", "after": "v1.0.0-nightly.20260813071337", "explanation": "Version changed: v1.0.0-nightly.20260812070927 → v1.0.0-nightly.20260813071337.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Home-lab enthusiasts who want a self-hosted AI inference appliance on their AMD Strix Halo / Ryzen AI Max box + AI", "Home-lab enthusiasts + podman-per-slot-container-isolation users that want the podman-per-slot container isolation" ], "risk_categories": [], "search_text": "hal0: apache-2.0 open-source self-hosted home ai inference platform (strix halo native, amd/nvidia cross-platform) hal0ai open_source other gold low try_now home-lab enthusiasts who want a self-hosted ai inference appliance on their amd strix halo / ryzen ai max box + ai infrastructure teams standardizing on amd rocm + vulkan for local llm inference + home-l", "material_mover": false }, { "id": "evt_9bb4807ee310dff7594e", "entity_id": "gh:ganyuanran/aegis", "item_url": "/item/ganyuanran-aegis/", "title": "GanyuanRan/Aegis", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.7.6", "after": "v2.7.7", "explanation": "Version changed: v2.7.6 → v2.7.7.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Workflow", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers using Codex, Claude Code, OpenCode, or Hermes-style skill hosts", "Engineering teams trying to standardize safer coding-agent behavior across several clients" ], "risk_categories": [], "search_text": "ganyuanran/aegis ganyuanran open_source other gold conditional try_now developers using codex, claude code, opencode, or hermes-style skill hosts engineering teams trying to standardize safer coding-agent behavior across several clients claude code openai codex", "material_mover": false }, { "id": "evt_9bab4625b5bac04fddc6", "entity_id": "gh:agent0ai/dox", "item_url": "/item/agent0ai-dox/", "title": "agent0ai/dox", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1394, "after": 1396, "explanation": "Stars changed: 1394 → 1396.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "agent0ai/dox agent0ai open_source other gold none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_9ba1deed1d0aaf4fa3c1", "entity_id": "gh:r1n7aro/locus", "item_url": "/item/r1n7aro-locus/", "title": "r1n7aro/Locus", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 702, "after": 705, "explanation": "Stars changed: 702 → 705.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "r1n7aro/locus r1n7aro open_source other silver none try_now ai developers technical founders openai codex", "material_mover": false }, { "id": "evt_9b8541849730e8feaa3f", "entity_id": "gh:ai-collection/ai-collection", "item_url": "/item/ai-collection-ai-collection/", "title": "ai-collection/ai-collection", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9106, "after": 9107, "explanation": "Stars changed: 9106 → 9107.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.53, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "ai-collection/ai-collection ai-collection open_source other other silver none watch ai developers technical founders", "material_mover": false }, { "id": "evt_9b672d10d420a3b537aa", "entity_id": "gh:jasonsuhari/gridbash", "item_url": "/item/jasonsuhari-gridbash/", "title": "jasonsuhari/gridbash", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.3.0-nightly.20260812.46.g5e7c9e8175d6", "after": "v0.3.0-nightly.20260813.47.g93639fe0c6e7", "explanation": "Version changed: v0.3.0-nightly.20260812.46.g5e7c9e8175d6 → v0.3.0-nightly.20260813.47.g93639fe0c6e7.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Coding-agent workspaces", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.0, "best_for": [ "developers comparing Codex, Claude, Gemini, and other CLI agents side by side", "builders who want a local multi-agent terminal setup without a browser IDE" ], "risk_categories": [ "system" ], "search_text": "jasonsuhari/gridbash jasonsuhari open_source other gold conditional try_now developers comparing codex, claude, gemini, and other cli agents side by side builders who want a local multi-agent terminal setup without a browser ide claude google gemini openai codex", "material_mover": false }, { "id": "evt_9b52602856dba15b1b2a", "entity_id": "gh:ag2ai/ag2", "item_url": "/item/ag2ai-ag2/", "title": "ag2ai/ag2", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4854, "after": 4855, "explanation": "Stars changed: 4854 → 4855.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.3, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "AI Agent Framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "developers building production agent platforms", "builder teams moving from single-agent scripts to workflows" ], "risk_categories": [], "search_text": "ag2ai/ag2 ag2ai open_source agent_framework agent_framework gold conditional try_now developers building production agent platforms builder teams moving from single-agent scripts to workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_9b4a600376ee01681ccb", "entity_id": "gh:heymrun/heym", "item_url": "/item/heymrun-heym/", "title": "heymrun/heym", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.0.88", "after": "v0.0.89", "explanation": "Version changed: v0.0.88 → v0.0.89.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "AI workflow automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 5.9, "best_for": [ "teams comparing self-hosted workflow builders before standardizing on one automation surface", "builders who want visual orchestration plus logs, evals, and API-triggered execution in the same stack" ], "risk_categories": [], "search_text": "heymrun/heym heymrun open_source other gold conditional try_now teams comparing self-hosted workflow builders before standardizing on one automation surface builders who want visual orchestration plus logs, evals, and api-triggered execution in the same stack self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_9b48c15c2aeae5cd833b", "entity_id": "gh:onyx-dot-app/onyx", "item_url": "/item/onyx-v4-1-3/", "title": "Onyx v4.1.3", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 31561, "after": 31582, "explanation": "Stars changed: 31561 → 31582.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Platform", "section": "AI Production", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "product teams building AI copilots", "ops teams with mixed provider backends" ], "risk_categories": [ "system" ], "search_text": "onyx v4.1.3 onyx-dot-app open_source other gold conditional try_now product teams building ai copilots ops teams with mixed provider backends self-hosted", "material_mover": false }, { "id": "evt_9b37b25cdfc0f9e224db", "entity_id": "gh:xintaofei/codeg", "item_url": "/item/xintaofei-codeg/", "title": "xintaofei/codeg", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2670, "after": 2703, "explanation": "Stars changed: 2670 → 2703.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent workspaces", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "developers comparing outputs across Claude Code, Codex, OpenCode, and similar coding agents", "teams that want one review surface for multi-agent coding workflows instead of scattered terminals" ], "risk_categories": [ "system" ], "search_text": "xintaofei/codeg xintaofei open_source other gold medium try_now developers comparing outputs across claude code, codex, opencode, and similar coding agents teams that want one review surface for multi-agent coding workflows instead of scattered terminals claude code openai codex", "material_mover": false }, { "id": "evt_9b228e670530ba022782", "entity_id": "gh:aresyn/codex-control-plane-mcp", "item_url": "/item/aresyn-codex-control-plane-mcp/", "title": "aresyn/codex-control-plane-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 125, "after": 122, "explanation": "Stars changed: 125 → 122.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Control Plane", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Builders orchestrating Codex Desktop from Hermes, OpenClaw, or other local MCP clients", "Developers who want resumable long-running Codex jobs instead of one-shot prompt calls" ], "risk_categories": [], "search_text": "aresyn/codex-control-plane-mcp aresyn open_source other gold conditional try_now builders orchestrating codex desktop from hermes, openclaw, or other local mcp clients developers who want resumable long-running codex jobs instead of one-shot prompt calls model context protocol model context protocol", "material_mover": false }, { "id": "evt_9b20c0f827f57a588499", "entity_id": "gh:snyk/agent-scan", "item_url": "/item/snyk-agent-scan/", "title": "snyk/agent-scan", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2906, "after": 2909, "explanation": "Stars changed: 2906 → 2909.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Security / Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "security teams that need one CLI to inventory and audit every MCP server, harness, and skill on a developer machine", "platform teams building threat-detection pipelines for the agent-skill ecosystem" ], "risk_categories": [ "sensitive" ], "search_text": "snyk/agent-scan snyk open_source security security gold conditional try_now security teams that need one cli to inventory and audit every mcp server, harness, and skill on a developer machine platform teams building threat-detection pipelines for the agent-skill ecosystem model context protocol model context protocol", "material_mover": false }, { "id": "evt_9aff8c48ac0f8b3b9f27", "entity_id": "gh:orkas-ai/orkas", "item_url": "/item/orkas-ai-orkas/", "title": "Orkas-AI/Orkas", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1166, "after": 1194, "explanation": "Stars changed: 1166 → 1194.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "MIT local-first multi-agent desktop client that", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.9, "best_for": [ "builders evaluating local-first multi-agent desktop workflows", "developers who want one GUI to coordinate specialist agents and external coding CLIs" ], "risk_categories": [], "search_text": "orkas-ai/orkas orkas-ai open_source other silver high try_now builders evaluating local-first multi-agent desktop workflows developers who want one gui to coordinate specialist agents and external coding clis", "material_mover": true }, { "id": "evt_9af81f0fa92da964eb82", "entity_id": "gh:zilliztech/claude-context", "item_url": "/item/zilliztech-claude-context/", "title": "zilliztech/claude-context", "category": "coding_agent", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "active", "after": "maintained", "explanation": "Maintenance changed: active → maintained.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Code-search MCP server", "section": "MCP Servers", "local_ai": true, "local_model_compatible": true, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI coding agent developers and platform teams who need the entire codebase as semantic search context for Claude Code", "Engineering orgs that have hit the 'load the whole repo into the context window' wall with a 12k-line cost-per-prompt" ], "risk_categories": [], "search_text": "zilliztech/claude-context zilliztech open_source coding_agent coding_agent gold conditional try_now ai coding agent developers and platform teams who need the entire codebase as semantic search context for claude code / cursor / gemini cli / codex cli / qwen code / any mcp-aware coding agent — engineering orgs that have hit the 'load the whole repo into th", "material_mover": false }, { "id": "evt_9ad95a0b6e8d588a3e77", "entity_id": "gh:getsentry/xcodebuildmcp", "item_url": "/item/getsentry-xcodebuildmcp/", "title": "getsentry/XcodeBuildMCP", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6225, "after": 6230, "explanation": "Stars changed: 6225 → 6230.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / MCP", "section": "Apple Development", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "iOS developers", "macOS teams" ], "risk_categories": [ "system" ], "search_text": "getsentry/xcodebuildmcp getsentry open_source coding_agent coding_agent gold conditional try_now ios developers macos teams model context protocol model context protocol", "material_mover": false }, { "id": "evt_9ad109a0f36ffd2260f7", "entity_id": "gh:kytmanov/obsidian-llm-wiki-local", "item_url": "/item/kytmanov-obsidian-llm-wiki-local/", "title": "kytmanov/obsidian-llm-wiki-local", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 799, "after": 801, "explanation": "Stars changed: 799 → 801.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "CLI", "section": "Research", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers building a personal knowledge base from raw notes", "Obsidian users who want an LLM-assisted compile step instead of pure manual linking" ], "risk_categories": [], "search_text": "kytmanov/obsidian-llm-wiki-local kytmanov open_source other silver conditional worth_watch researchers building a personal knowledge base from raw notes obsidian users who want an llm-assisted compile step instead of pure manual linking ollama", "material_mover": false }, { "id": "evt_9ac9ebba7310f0eec8f4", "entity_id": "gh:microsoft/pyrit", "item_url": "/item/microsoft-pyrit/", "title": "microsoft/PyRIT", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4285, "after": 4292, "explanation": "Stars changed: 4285 → 4292.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "microsoft/pyrit microsoft open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_9a9883db4731e57108c8", "entity_id": "gh:max-sixty/worktrunk", "item_url": "/item/max-sixty-worktrunk/", "title": "max-sixty/worktrunk", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.72.0", "after": "v0.73.0", "explanation": "Version changed: v0.72.0 → v0.73.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Workflow", "section": "AI Coding / Workflow Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers running multiple coding agents at once", "teams isolating parallel implementation tracks" ], "risk_categories": [], "search_text": "max-sixty/worktrunk max-sixty open_source other gold none try_now developers running multiple coding agents at once teams isolating parallel implementation tracks claude code openai codex", "material_mover": false }, { "id": "evt_9a92835b64bbfcc7072c", "entity_id": "gh:openlit/openlit", "item_url": "/item/openlit-openlit/", "title": "openlit/openlit", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2683, "after": 2686, "explanation": "Stars changed: 2683 → 2686.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "AI observability and evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.8, "best_for": [ "teams tracing and evaluating agent or LLM workflows across several providers", "platform engineers who want OpenTelemetry-native AI observability instead of a closed SaaS-only stack" ], "risk_categories": [], "search_text": "openlit/openlit openlit open_source other gold conditional try_now teams tracing and evaluating agent or llm workflows across several providers platform engineers who want opentelemetry-native ai observability instead of a closed saas-only stack grafana langchain openai opentelemetry", "material_mover": false }, { "id": "evt_9a87328e704f734b0b78", "entity_id": "gh:nvidia/nemoclaw", "item_url": "/item/nvidia-nemoclaw-sandboxed-ai-agent-runtime-for-openshell/", "title": "NVIDIA NemoClaw: Sandboxed AI Agent Runtime for OpenShell", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.0.107", "after": "v0.0.108", "explanation": "Version changed: v0.0.107 → v0.0.108.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI agent developers, NVIDIA platform users, OpenClaw / Hermes / LangChain Deep Agents Code users, sandbox users", "AI agent developers + NVIDIA platform users that want the official NVIDIA status (the project is hosted on NVIDIA's" ], "risk_categories": [ "system" ], "search_text": "nvidia nemoclaw: sandboxed ai agent runtime for openshell nvidia open_source other gold low try_now ai agent developers, nvidia platform users, openclaw / hermes / langchain deep agents code users, sandbox users, security-conscious users, ai-curious readers tracking the agent-runtime space ai agent developers + nvidia platform users that want the official nv", "material_mover": false }, { "id": "evt_9a7b41808a37722e006c", "entity_id": "gh:xoreaxeaxeax/rosenbridge", "item_url": "/item/xoreaxeaxeax-rosenbridge/", "title": "xoreaxeaxeax/rosenbridge", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2575, "after": 2578, "explanation": "Stars changed: 2575 → 2578.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Documentation", "section": "Security Research", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "security researchers evaluating x86 hardware backdoors", "OS/hypervisor developers investigating undocumented CPU mechanisms" ], "risk_categories": [], "search_text": "xoreaxeaxeax/rosenbridge xoreaxeaxeax open_source other gold none try_now security researchers evaluating x86 hardware backdoors os/hypervisor developers investigating undocumented cpu mechanisms", "material_mover": false }, { "id": "evt_9a7490a2c74cb00b94e9", "entity_id": "gh:lolner95/aigx", "item_url": "/item/lolner95-aigx/", "title": "Lolner95/AIGX", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 187, "after": 185, "explanation": "Stars changed: 187 → 185.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "AI Coding / Context Engineering", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "software teams using coding agents", "tooling maintainers" ], "risk_categories": [], "search_text": "lolner95/aigx lolner95 open_source coding_agent coding_agent silver none try_now software teams using coding agents tooling maintainers", "material_mover": false }, { "id": "evt_9a23b69dadc77fbf8a13", "entity_id": "gh:pytorch/executorch", "item_url": "/item/pytorch-executorch-bsd-on-device-ai-inference-for-pytorch-models-powers/", "title": "PyTorch ExecuTorch: BSD On-Device AI Inference for PyTorch Models (Powers Meta's Instagram / WhatsApp / Quest 3 / Ray-Ban Smart Glasses, 4,792*)", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4910, "after": 4914, "explanation": "Stars changed: 4910 → 4914.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "inference_runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [ "sensitive" ], "search_text": "pytorch executorch: bsd on-device ai inference for pytorch models (powers meta's instagram / whatsapp / quest 3 / ray-ban smart glasses, 4,792*) pytorch open_source inference_runtime inference_runtime gold low try_now ml infrastructure engineers model-serving teams", "material_mover": false }, { "id": "evt_9a1d6fad6f12bbe2c0b7", "entity_id": "gh:runfusion/fusion", "item_url": "/item/runfusion-fusion/", "title": "Runfusion/Fusion", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1103, "after": 1109, "explanation": "Stars changed: 1103 → 1109.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI builders who want to scale an agent fleet across multiple nodes without rewriting the per-agent loop", "Agent platform teams who need a shared runtime for joining new nodes and routing workloads" ], "risk_categories": [], "search_text": "runfusion/fusion runfusion open_source agent_framework agent_framework gold low try_now ai builders who want to scale an agent fleet across multiple nodes without rewriting the per-agent loop agent platform teams who need a shared runtime for joining new nodes and routing workloads", "material_mover": false }, { "id": "evt_9a18d85056c51e911459", "entity_id": "gh:xiaotianfotos/homerail", "item_url": "/item/xiaotianfotos-homerail/", "title": "xiaotianfotos/homerail", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 875, "after": 876, "explanation": "Stars changed: 875 → 876.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "xiaotianfotos/homerail xiaotianfotos open_source other silver none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_9a18d1728529bcfd8a71", "entity_id": "gh:berriai/litellm", "item_url": "/item/berriai-litellm/", "title": "BerriAI/litellm", "category": "inference_runtime", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.96.2", "after": "v1.98.0-dev.2", "explanation": "Version changed: v1.96.2 → v1.98.0-dev.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.0, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "AI Gateway", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "builders shipping multi-vendor AI products", "platform teams managing provider costs and quotas" ], "risk_categories": [], "search_text": "berriai/litellm berriai open_source inference_runtime inference_runtime gold conditional try_now builders shipping multi-vendor ai products platform teams managing provider costs and quotas anthropic azure openai langchain openai", "material_mover": false }, { "id": "evt_99e9a5c34d6b63ae7952", "entity_id": "gh:netx-lab/frontier", "item_url": "/item/netx-lab-frontier/", "title": "NetX-lab/Frontier", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 83, "after": 84, "explanation": "Stars changed: 83 → 84.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "worth_watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "LLM Serving Simulator", "section": "MIT Discrete-Event Simulator for Modern LLM", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "impact" ], "search_text": "netx-lab/frontier netx-lab open_source other silver low worth_watch ai developers technical founders", "material_mover": false }, { "id": "evt_999e53802eb96a16b6e5", "entity_id": "gh:agentworkforce/relay", "item_url": "/item/agentworkforce-relay/", "title": "AgentWorkforce/relay", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v11.5.4", "after": "v11.5.6", "explanation": "Version changed: v11.5.4 → v11.5.6.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "multi-agent builders who want agents to communicate over Slack-like channels without building the chat layer themselves", "teams running supervisor / worker / pipeline agent topologies who need shared channels and threads" ], "risk_categories": [], "search_text": "agentworkforce/relay agentworkforce open_source other silver none try_now multi-agent builders who want agents to communicate over slack-like channels without building the chat layer themselves teams running supervisor / worker / pipeline agent topologies who need shared channels and threads slack", "material_mover": false }, { "id": "evt_999be817391f38aedce0", "entity_id": "gh:nanako0129/tokenbar", "item_url": "/item/nanako0129-tokenbar/", "title": "Nanako0129/TokenBar", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 256, "after": 257, "explanation": "Stars changed: 256 → 257.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Usage Monitor", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Mac users actively juggling Claude Code, Codex, Cursor, and Gemini CLI", "Developers who routinely hit subscription or token limits" ], "risk_categories": [ "account" ], "search_text": "nanako0129/tokenbar nanako0129 open_source other gold conditional try_now mac users actively juggling claude code, codex, cursor, and gemini cli developers who routinely hit subscription or token limits claude code openai codex", "material_mover": false }, { "id": "evt_9966dc723e3a0cdc0dec", "entity_id": "gh:aaron-he-zhu/seo-geo-claude-skills", "item_url": "/item/aaron-he-zhu-seo-geo-claude-skills/", "title": "aaron-he-zhu/seo-geo-claude-skills", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 148, "after": 151, "explanation": "Stars changed: 148 → 151.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Skills", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "SEO and GEO practitioners who want Claude Code (or any Agent-Skills host) to plan, audit, and monitor SEO and", "Marketing teams that need a uniform activation contract (Quick Start / Skill Contract / Handoff Summary / Data Sources" ], "risk_categories": [], "search_text": "aaron-he-zhu/seo-geo-claude-skills aaron-he-zhu open_source other silver none try_now seo and geo practitioners who want claude code (or any agent-skills host) to plan, audit, and monitor seo and generative-engine-optimization work against an open benchmark marketing teams that need a uniform activation contract (quick start / skill contract / handoff summar", "material_mover": false }, { "id": "evt_993115774838bff99afd", "entity_id": "gh:agent-field/agentfield", "item_url": "/item/agent-field-agentfield/", "title": "Agent-Field/agentfield", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2505, "after": 2509, "explanation": "Stars changed: 2505 → 2509.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "teams deploying internal agents behind APIs", "platform engineers who need audit trails and approval steps" ], "risk_categories": [], "search_text": "agent-field/agentfield agent-field open_source other gold conditional try_now teams deploying internal agents behind apis platform engineers who need audit trails and approval steps kubernetes anthropic", "material_mover": false }, { "id": "evt_991c5014875dd95fdadd", "entity_id": "gh:1panel-dev/maxkb", "item_url": "/item/1panel-dev-maxkb/", "title": "1Panel-dev/MaxKB", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 22491, "after": 22502, "explanation": "Stars changed: 22491 → 22502.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Enterprise Agents", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Platform teams building internal agent and knowledge-base portals", "AI integrators who need model-agnostic chat, RAG, and workflow orchestration in one stack" ], "risk_categories": [], "search_text": "1panel-dev/maxkb 1panel-dev open_source other gold conditional try_now platform teams building internal agent and knowledge-base portals ai integrators who need model-agnostic chat, rag, and workflow orchestration in one stack langchain ollama", "material_mover": false }, { "id": "evt_98fe8fbe683dc98f1336", "entity_id": "gh:lthoangg/openagentd", "item_url": "/item/lthoangg-openagentd/", "title": "lthoangg/OpenAgentd", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.131.5", "after": "v1.133.0", "explanation": "Version changed: v1.131.5 → v1.133.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Desktop agent cockpit with", "section": "Apache-2.0 desktop agent cockpit", "local_ai": true, "local_model_compatible": true, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI-power-users who want a desktop cockpit for running teams of AI agents — OpenAgentd is the double-click-install", "Engineering teams that want a multi-agent system with lead + workers visible in a split-pane live view — OpenAgentd's" ], "risk_categories": [ "system" ], "search_text": "lthoangg/openagentd lthoangg open_source other gold none try_now ai-power-users who want a desktop cockpit for running teams of ai agents — openagentd is the double-click-install desktop app with a real ui to watch every step (vs terminal-only claude code / codex engineering teams that want a multi-agent system with lead + workers visible in a split-pane l", "material_mover": false }, { "id": "evt_98dd6f4b9ed174e4d964", "entity_id": "gh:device-context-protocol/dcp", "item_url": "/item/device-context-protocol-dcp/", "title": "device-context-protocol/dcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 52, "after": 55, "explanation": "Stars changed: 52 → 55.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP-complementary protocol for", "section": "MIT intent-level, transport-agnostic", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "**AI agent builders working in IoT / robotics / industrial automation** — DCP is the protocol that lets an LLM agent", "**Capability-scoped security model** — every device ships a manifest of capabilities with explicit ranges and rate" ], "risk_categories": [], "search_text": "device-context-protocol/dcp device-context-protocol open_source other gold none try_now **ai agent builders working in iot / robotics / industrial automation** — dcp is the protocol that lets an llm agent control physical devices (relays, sensors, motors, locks) safely down to **capability-scoped security model** — every device ships a manifest of capabi", "material_mover": false }, { "id": "evt_98a4795598346a594954", "entity_id": "gh:llamastash/llamastash", "item_url": "/item/llamastash-llamastash/", "title": "llamastash/llamastash", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "snapshot-2026-08-12", "after": "snapshot-2026-08-13", "explanation": "Version changed: snapshot-2026-08-12 → snapshot-2026-08-13.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Local AI users who want easier GGUF model launching without switching to a heavier always-on desktop app", "Developers and agent users who need a stable JSON CLI and OpenAI-compatible proxy around local inference" ], "risk_categories": [ "system" ], "search_text": "llamastash/llamastash llamastash open_source other silver conditional try_now local ai users who want easier gguf model launching without switching to a heavier always-on desktop app developers and agent users who need a stable json cli and openai-compatible proxy around local inference ollama", "material_mover": false }, { "id": "evt_9881201b51b2d25a79cc", "entity_id": "gh:mensfeld/code-on-incus", "item_url": "/item/mensfeld-code-on-incus/", "title": "mensfeld/code-on-incus", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 644, "after": 645, "explanation": "Stars changed: 644 → 645.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers running Claude Code, opencode, Aider, or Cursor on real code who do not want to give the agent access to", "engineers who need agents that can manage services, systemd, Docker, and package managers without throwaway-container" ], "risk_categories": [ "system" ], "search_text": "mensfeld/code-on-incus mensfeld open_source other silver conditional try_now developers running claude code, opencode, aider, or cursor on real code who do not want to give the agent access to their host filesystem engineers who need agents that can manage services, systemd, docker, and package managers without throwaway-container limitations anthropic claud", "material_mover": false }, { "id": "evt_985cdf0eca6bf1abbddd", "entity_id": "gh:anysearch-ai/anysearch-mcp-server", "item_url": "/item/anysearch-ai-anysearch-mcp-server/", "title": "anysearch-ai/anysearch-mcp-server", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1642, "after": 1643, "explanation": "Stars changed: 1642 → 1643.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Agent builders who need one search layer for Claude Code, Codex, Cursor, or custom MCP clients", "Developers prototyping research, RAG, or browsing-heavy agent flows" ], "risk_categories": [], "search_text": "anysearch-ai/anysearch-mcp-server anysearch-ai open_source other gold conditional try_now agent builders who need one search layer for claude code, codex, cursor, or custom mcp clients developers prototyping research, rag, or browsing-heavy agent flows model context protocol model context protocol", "material_mover": false }, { "id": "evt_984608032fc0549fbbf7", "entity_id": "gh:arcadia-science/agentic-pymol", "item_url": "/item/arcadia-science-agentic-pymol/", "title": "Arcadia-Science/agentic-pymol", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "maintained", "after": "active", "explanation": "Maintenance changed: maintained → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Science Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Structural-biology teams that already work in PyMOL and want agent-driven analysis on top", "Researchers who need typed geometry, alignment, contact, and rendering actions instead of chat-only biology summaries" ], "risk_categories": [], "search_text": "arcadia-science/agentic-pymol arcadia-science open_source other silver medium try_now structural-biology teams that already work in pymol and want agent-driven analysis on top researchers who need typed geometry, alignment, contact, and rendering actions instead of chat-only biology summaries", "material_mover": false }, { "id": "evt_9809e55cffc9810b6bd7", "entity_id": "gh:juliusbrussee/cavemem", "item_url": "/item/juliusbrussee-cavemem/", "title": "JuliusBrussee/cavemem", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 672, "after": 675, "explanation": "Stars changed: 672 → 675.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Cross-Agent", "section": "MIT Cross-Agent Persistent Memory MCP Server", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "knowledge-system builders", "search engineers" ], "risk_categories": [ "account" ], "search_text": "juliusbrussee/cavemem juliusbrussee open_source rag_knowledge rag_knowledge gold low try_now knowledge-system builders search engineers claude claude code", "material_mover": false }, { "id": "evt_978cd1b64295bfff8d02", "entity_id": "gh:seemseam/claude_codex_bridge", "item_url": "/item/seemseam-claude-codex-bridge/", "title": "SeemSeam/claude_codex_bridge", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v8.6.1", "after": "v8.6.3", "explanation": "Version changed: v8.6.1 → v8.6.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Multi-Agent Workspace", "section": "AI Coding / Agent Ops", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "advanced developers running multiple coding agents", "operators who want a more visible agent control surface" ], "risk_categories": [ "system" ], "search_text": "seemseam/claude_codex_bridge seemseam open_source other silver conditional watch advanced developers running multiple coding agents operators who want a more visible agent control surface google gemini openai codex", "material_mover": false }, { "id": "evt_977d793889584bdbc2bf", "entity_id": "gh:m1ckc3s/claude-status-bar", "item_url": "/item/m1ckc3s-claude-status-bar/", "title": "m1ckc3s/claude-status-bar", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 660, "after": 663, "explanation": "Stars changed: 660 → 663.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Menu Bar Utility", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Mac users running Claude Code CLI or the desktop app for long sessions", "Developers juggling multiple Claude Code sessions who want the waiting-on-permission state surfaced clearly" ], "risk_categories": [ "system" ], "search_text": "m1ckc3s/claude-status-bar m1ckc3s open_source other silver none try_now mac users running claude code cli or the desktop app for long sessions developers juggling multiple claude code sessions who want the waiting-on-permission state surfaced clearly anthropic claude code", "material_mover": false }, { "id": "evt_9775c0cacf30cb3a3e9e", "entity_id": "gh:u7079256/paperjury", "item_url": "/item/u7079256-paperjury/", "title": "u7079256/paperjury", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 907, "after": 915, "explanation": "Stars changed: 907 → 915.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "research", "verification_stage": "discovered", "type": "Research Tool", "section": "Research", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Researchers doing a final self-review before paper submission", "Authors who want help tightening wording without silently changing scientific claims" ], "risk_categories": [], "search_text": "u7079256/paperjury u7079256 research research research gold conditional try_now researchers doing a final self-review before paper submission authors who want help tightening wording without silently changing scientific claims claude code", "material_mover": false }, { "id": "evt_97682b2f99e1add37451", "entity_id": "gh:stormzhang/token-tracker", "item_url": "/item/stormzhang-token-tracker/", "title": "stormzhang/token-tracker", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 484, "after": 485, "explanation": "Stars changed: 484 → 485.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Token Cost Tracker", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Claude Code and Codex users who want live quota and spend visibility", "Teams comparing cost profiles across multiple coding-agent tools" ], "risk_categories": [ "account" ], "search_text": "stormzhang/token-tracker stormzhang open_source other gold conditional try_now claude code and codex users who want live quota and spend visibility teams comparing cost profiles across multiple coding-agent tools claude code openai codex", "material_mover": false }, { "id": "evt_975b165297a04bc9e60e", "entity_id": "gh:techjarves/uncensored-local-studio", "item_url": "/item/techjarves-uncensored-local-studio/", "title": "techjarves/Uncensored-Local-Studio", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 915, "after": 922, "explanation": "Stars changed: 915 → 922.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Local AI users who want one desktop app for image, chat, transcription, and speech tasks", "Developers evaluating offline creative and productivity workflows without routing data through a hosted API" ], "risk_categories": [], "search_text": "techjarves/uncensored-local-studio techjarves open_source other gold conditional try_now local ai users who want one desktop app for image, chat, transcription, and speech tasks developers evaluating offline creative and productivity workflows without routing data through a hosted api", "material_mover": false }, { "id": "evt_971e9fe64ee5b1860add", "entity_id": "gh:nextlevelbuilder/ui-ux-pro-max-skill", "item_url": "/item/nextlevelbuilder-ui-ux-pro-max-skill/", "title": "nextlevelbuilder/ui-ux-pro-max-skill", "category": "creative_tool", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.14.2", "after": "v2.15.0", "explanation": "Version changed: v2.14.2 → v2.15.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Design Intelligence Skill for UI/UX", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "technical creators", "product teams" ], "risk_categories": [ "account" ], "search_text": "nextlevelbuilder/ui-ux-pro-max-skill nextlevelbuilder open_source creative_tool creative_tool gold low try_now technical creators product teams claude claude code openai codex", "material_mover": false }, { "id": "evt_9715ba950bc9091c495e", "entity_id": "gh:dongshuyan/compass-skills", "item_url": "/item/dongshuyan-compass-skills/", "title": "dongshuyan/compass-skills", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 682, "after": 684, "explanation": "Stars changed: 682 → 684.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers running long-running Claude Code or Codex sessions who lose context between sessions", "teams who want an explicit clarification + acceptance gate before ambiguous or high-cost agent work" ], "risk_categories": [], "search_text": "dongshuyan/compass-skills dongshuyan open_source other silver none try_now developers running long-running claude code or codex sessions who lose context between sessions teams who want an explicit clarification + acceptance gate before ambiguous or high-cost agent work claude code", "material_mover": false }, { "id": "evt_9706e727c17a1e61cbb7", "entity_id": "gh:soul-ailab/soulx-transcriber", "item_url": "/item/soul-ailab-soulx-transcriber/", "title": "Soul-AILab/SoulX-Transcriber", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 287, "after": 288, "explanation": "Stars changed: 287 → 288.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Library", "section": "Audio / Multimodal AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "researchers and product teams building multi-speaker transcription (meetings, podcasts, interviews, call-center)", "podcasters and journalists who need speaker-attributed transcripts without manual labeling" ], "risk_categories": [], "search_text": "soul-ailab/soulx-transcriber soul-ailab open_source other silver none watch researchers and product teams building multi-speaker transcription (meetings, podcasts, interviews, call-center) podcasters and journalists who need speaker-attributed transcripts without manual labeling", "material_mover": false }, { "id": "evt_96d6d640feae06e7fd0c", "entity_id": "gh:pgvector/pgvector", "item_url": "/item/pgvector-pgvector/", "title": "pgvector/pgvector", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 22601, "after": 22617, "explanation": "Stars changed: 22601 → 22617.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Retrieval and vector search infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "teams adding semantic search to existing Postgres-backed products", "developers building RAG systems without introducing a separate vector database first" ], "risk_categories": [], "search_text": "pgvector/pgvector pgvector open_source other gold none try_now teams adding semantic search to existing postgres-backed products developers building rag systems without introducing a separate vector database first", "material_mover": false }, { "id": "evt_96ac62271b663b17c060", "entity_id": "gh:uditakhourii/adhd", "item_url": "/item/uditakhourii-adhd/", "title": "UditAkhourii/adhd", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3516, "after": 3546, "explanation": "Stars changed: 3516 → 3546.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Coding Agent Skill", "section": "MIT Parallel-Divergent-Ideation Skill for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "uditakhourii/adhd uditakhourii open_source other gold low try_now ai developers technical founders claude", "material_mover": false }, { "id": "evt_960c1fba13feaa5c3eba", "entity_id": "gh:microsoft/webwright", "item_url": "/item/microsoft-webwright/", "title": "microsoft/Webwright", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5904, "after": 5908, "explanation": "Stars changed: 5904 → 5908.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Browser Agent Framework", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers building web-task agents on top of Playwright and Python", "Teams that want reproducible browser workflows instead of ad hoc transcripts" ], "risk_categories": [ "system" ], "search_text": "microsoft/webwright microsoft open_source agent_framework agent_framework gold conditional try_now developers building web-task agents on top of playwright and python teams that want reproducible browser workflows instead of ad hoc transcripts", "material_mover": false }, { "id": "evt_95eb89808f9f97b2f927", "entity_id": "gh:openwong2kim/wmux", "item_url": "/item/openwong2kim-wmux/", "title": "openwong2kim/wmux", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v3.41.0", "after": "v3.41.1", "explanation": "Version changed: v3.41.0 → v3.41.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Windows developers", "people comparing multiple coding agents" ], "risk_categories": [ "system" ], "search_text": "openwong2kim/wmux openwong2kim open_source other gold conditional try_now windows developers people comparing multiple coding agents claude claude code google gemini", "material_mover": false }, { "id": "evt_95d2633d67cac83b232b", "entity_id": "gh:potpie-ai/potpie", "item_url": "/item/potpie-ai-potpie/", "title": "potpie-ai/potpie", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5572, "after": 5571, "explanation": "Stars changed: 5572 → 5571.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Codebase Knowledge Graph for AI Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "potpie-ai/potpie potpie-ai open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_956f7ff7fcddf4e0d46d", "entity_id": "gh:ikalus1988/misakanet", "item_url": "/item/ikalus1988-misakanet/", "title": "Ikalus1988/MisakaNet", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.16.0", "after": "v2.17.0", "explanation": "Version changed: v2.16.0 → v2.17.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Zero-Dependency Swarm Knowledge", "section": "Apache-2.0 Zero-Dependency Swarm Knowledge", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "ikalus1988/misakanet ikalus1988 open_source other silver low try_now ai developers technical founders claude langchain", "material_mover": false }, { "id": "evt_951be092b2da82b1b79a", "entity_id": "gh:openclaw/acpx", "item_url": "/item/openclaw-acpx/", "title": "openclaw/acpx", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3125, "after": 3127, "explanation": "Stars changed: 3125 → 3127.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool / CLI", "section": "Headless CLI Client for Stateful Agent Client", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "openclaw/acpx openclaw open_source other silver low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_94ec940b8ebea9d3ce72", "entity_id": "gh:tetherto/qvac", "item_url": "/item/tetherto-qvac/", "title": "tetherto/qvac", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 405, "after": 410, "explanation": "Stars changed: 405 → 410.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / SDK", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "mobile developers who want to run AI inference on iOS / Android with a single JavaScript SDK", "cross-platform teams building React Native / Expo apps that need on-device LLM / speech / RAG" ], "risk_categories": [], "search_text": "tetherto/qvac tetherto open_source other silver conditional watch mobile developers who want to run ai inference on ios / android with a single javascript sdk cross-platform teams building react native / expo apps that need on-device llm / speech / rag", "material_mover": false }, { "id": "evt_9480695344870fe74493", "entity_id": "gh:zai-org/glm-5", "item_url": "/item/zai-org-glm-5/", "title": "zai-org/GLM-5", "category": "model", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6937, "after": 6943, "explanation": "Stars changed: 6937 → 6943.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model", "section": "New Models", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "model builders", "agent researchers" ], "risk_categories": [ "system", "account" ], "search_text": "zai-org/glm-5 zai-org open_source model model gold conditional watch model builders agent researchers", "material_mover": false }, { "id": "evt_946562f02bdc74476923", "entity_id": "gh:mezmo/aura", "item_url": "/item/mezmo-aura/", "title": "mezmo/aura", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 248, "after": 250, "explanation": "Stars changed: 248 → 250.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "watch", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "AI Operations / SRE", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "SRE teams", "platform engineers" ], "risk_categories": [], "search_text": "mezmo/aura mezmo open_source other gold high watch sre teams platform engineers model context protocol ollama opentelemetry model context protocol", "material_mover": false }, { "id": "evt_946259742dd4fd890508", "entity_id": "gh:heardlabs/heard", "item_url": "/item/heardlabs-heard/", "title": "heardlabs/heard", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 177, "after": 194, "explanation": "Stars changed: 177 → 194.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Voice Companion", "section": "Developer Experience", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers running Claude Code or Codex for long stretches", "People who monitor multiple agent sessions at once" ], "risk_categories": [ "system" ], "search_text": "heardlabs/heard heardlabs open_source other silver conditional try_now developers running claude code or codex for long stretches people who monitor multiple agent sessions at once claude code openai codex", "material_mover": false }, { "id": "evt_9447c3be0576eef188c1", "entity_id": "gh:langchain-ai/langchain", "item_url": "/item/langchain-ai-langchain/", "title": "langchain-ai/langchain", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "langchain-anthropic==1.5.5", "after": "langchain-openai==1.5.0", "explanation": "Version changed: langchain-anthropic==1.5.5 → langchain-openai==1.5.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "langchain-ai/langchain langchain-ai open_source other gold high try_now ai developers technical founders anthropic google gemini openai", "material_mover": false }, { "id": "evt_942b6a86883a76662388", "entity_id": "gh:bosun-ai/swiftide", "item_url": "/item/bosun-ai-swiftide/", "title": "bosun-ai/swiftide", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 770, "after": 771, "explanation": "Stars changed: 770 → 771.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "AI tooling", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Building LLM applications in Rust with an opinionated framework (agent harness + typed task graphs + streaming RAG", "Wiring streaming file-processing -> inference -> vector DB pipelines with a single composition pattern" ], "risk_categories": [], "search_text": "bosun-ai/swiftide bosun-ai open_source other silver low try_now building llm applications in rust with an opinionated framework (agent harness + typed task graphs + streaming rag pipelines) wiring streaming file-processing -> inference -> vector db pipelines with a single composition pattern (`composition.svg` documents the model)", "material_mover": false }, { "id": "evt_940cfc9389ced5bcf723", "entity_id": "gh:runanywhereai/runanywhere-sdks", "item_url": "/item/runanywhereai-runanywhere-sdks/", "title": "RunanywhereAI/runanywhere-sdks", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10298, "after": 10300, "explanation": "Stars changed: 10298 → 10300.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Edge / On-device AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "mobile app teams", "privacy-sensitive product teams" ], "risk_categories": [ "sensitive" ], "search_text": "runanywhereai/runanywhere-sdks runanywhereai open_source inference_runtime inference_runtime gold conditional watch mobile app teams privacy-sensitive product teams ollama", "material_mover": false }, { "id": "evt_93e4f1c18bcaf11e8e0e", "entity_id": "gh:qwenaudio/qwen-audio-agent", "item_url": "/item/qwenaudio-qwen-audio-agent/", "title": "QwenAudio/qwen-audio-agent", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.8.3", "after": "v1.10.0", "explanation": "Version changed: v1.8.3 → v1.10.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Real-time voice agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.1, "best_for": [ "agent builders shipping a voice-first product with async tool calls", "developers evaluating full-duplex voice runtimes against LiveKit, Pipecat, or vendor SaaS" ], "risk_categories": [ "system" ], "search_text": "qwenaudio/qwen-audio-agent qwenaudio open_source other gold conditional try_now agent builders shipping a voice-first product with async tool calls developers evaluating full-duplex voice runtimes against livekit, pipecat, or vendor saas claude code openai codex", "material_mover": false }, { "id": "evt_93d9842ef679fca66f88", "entity_id": "gh:lidge-jun/opencodex", "item_url": "/item/lidge-jun-opencodex/", "title": "lidge-jun/opencodex", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9569, "after": 9807, "explanation": "Stars changed: 9569 → 9807.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "AI Coding Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "developers using Codex with Anthropic, Gemini, or local models", "teams comparing model cost and quality without changing coding tools" ], "risk_categories": [], "search_text": "lidge-jun/opencodex lidge-jun open_source other inference_runtime gold conditional try_now developers using codex with anthropic, gemini, or local models teams comparing model cost and quality without changing coding tools anthropic claude claude code google gemini ollama openai openai codex", "material_mover": true }, { "id": "evt_93bd9e4761f1da5a2bd7", "entity_id": "gh:hotricenoodles/crosslink", "item_url": "/item/hotricenoodles-crosslink/", "title": "HotRiceNoodles/CrossLink", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 398, "after": 402, "explanation": "Stars changed: 398 → 402.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0", "section": "HotRiceNoodles/CrossLink", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "**Teams running multi-provider LLM workloads that need failover and cost optimization** — CrossLink is the Apache-2.0", "**Teams that need both OpenAI and Anthropic APIs in one endpoint** — Dual Protocol: same gateway speaks both" ], "risk_categories": [], "search_text": "hotricenoodles/crosslink hotricenoodles open_source other gold low try_now **teams running multi-provider llm workloads that need failover and cost optimization** — crosslink is the apache-2.0 openai/anthropic-compatible llm api gateway with intelligent routing, automatic **teams that need both openai and anthropic apis in one endpoint** — dual protocol:", "material_mover": false }, { "id": "evt_9376bcdcb23582f1d6bb", "entity_id": "gh:fabio-rovai/open-ontologies", "item_url": "/item/fabio-rovai-open-ontologies/", "title": "fabio-rovai/open-ontologies", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 401, "after": 407, "explanation": "Stars changed: 401 → 407.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "worth_watch", "score": 6.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Rust ontology engine and MCP server for RDF/OWL", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.3, "best_for": [ "teams working with RDF, OWL, SHACL, and knowledge-graph governance", "developers who want an MCP-connected ontology workflow without a JVM stack" ], "risk_categories": [], "search_text": "fabio-rovai/open-ontologies fabio-rovai open_source other silver none worth_watch teams working with rdf, owl, shacl, and knowledge-graph governance developers who want an mcp-connected ontology workflow without a jvm stack claude model context protocol model context protocol", "material_mover": false }, { "id": "evt_92e0e7f5c2c025a8eef3", "entity_id": "gh:responsibleai/assert", "item_url": "/item/responsibleai-assert/", "title": "responsibleai/ASSERT", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 222, "after": 223, "explanation": "Stars changed: 222 → 223.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Evaluation Harness", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent teams building regression checks around safety and task behavior", "Researchers who want a structured way to turn behavior specs into repeatable eval suites" ], "risk_categories": [], "search_text": "responsibleai/assert responsibleai open_source other gold conditional try_now agent teams building regression checks around safety and task behavior researchers who want a structured way to turn behavior specs into repeatable eval suites", "material_mover": false }, { "id": "evt_92c4d7a85946b65a0f60", "entity_id": "gh:seakee/cpa-manager-plus", "item_url": "/item/seakee-cpa-manager-plus/", "title": "seakee/CPA-Manager-Plus", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2531, "after": 2556, "explanation": "Stars changed: 2531 → 2556.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Gateway Monitoring", "section": "Evaluation and Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Teams already running an OpenAI-compatible gateway or account pool", "Operators who need visibility into quota resets, auth-file drift, and provider failures" ], "risk_categories": [ "account", "impact" ], "search_text": "seakee/cpa-manager-plus seakee open_source other gold conditional try_now teams already running an openai-compatible gateway or account pool operators who need visibility into quota resets, auth-file drift, and provider failures claude code openai openai codex", "material_mover": false }, { "id": "evt_92be772615133a09b25f", "entity_id": "gh:ace-agent/ace", "item_url": "/item/ace-agent-ace/", "title": "ace-agent/ace", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1259, "after": 1261, "explanation": "Stars changed: 1259 → 1261.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI agent builders, ML engineers, and researchers who need a self-improving context layer that grows and refines", "AI product teams who want to avoid the brevity-bias and context-collapse failure modes that hit long-running agents" ], "risk_categories": [], "search_text": "ace-agent/ace ace-agent open_source other gold none try_now ai agent builders, ml engineers, and researchers who need a self-improving context layer that grows and refines instead of compressing ai product teams who want to avoid the brevity-bias and context-collapse failure modes that hit long-running agents", "material_mover": false }, { "id": "evt_929a38b92d1c63fa7c06", "entity_id": "gh:traceforce/mcp-xray", "item_url": "/item/mcp-x-ray/", "title": "MCP X-Ray", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 80, "after": 81, "explanation": "Stars changed: 80 → 81.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Coding assistants and dev agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.0, "best_for": [ "security teams managing AI developer tooling at companies that use Claude, Cursor, or Windsurf", "MCP server developers wanting to validate their protocol implementations for security" ], "risk_categories": [], "search_text": "mcp x-ray traceforce open_source other gold conditional try_now security teams managing ai developer tooling at companies that use claude, cursor, or windsurf mcp server developers wanting to validate their protocol implementations for security", "material_mover": false }, { "id": "evt_929690b3a16563412532", "entity_id": "gh:dograh-hq/dograh", "item_url": "/item/dograh-hq-dograh/", "title": "dograh-hq/dograh", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5237, "after": 5305, "explanation": "Stars changed: 5237 → 5305.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Voice AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "voice AI builders", "support automation teams" ], "risk_categories": [], "search_text": "dograh-hq/dograh dograh-hq open_source other gold conditional try_now voice ai builders support automation teams self-hosted", "material_mover": false }, { "id": "evt_9228252fea086cca1547", "entity_id": "gh:blaizzy/mlx-audio", "item_url": "/item/blaizzy-mlx-audio/", "title": "Blaizzy/mlx-audio", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7714, "after": 7719, "explanation": "Stars changed: 7714 → 7719.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Apple Silicon speech stack", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.8, "best_for": [ "Mac developers building local speech features into desktop or mobile apps", "teams that want an OpenAI-compatible API surface on top of Apple-native audio models" ], "risk_categories": [], "search_text": "blaizzy/mlx-audio blaizzy open_source other gold conditional try_now mac developers building local speech features into desktop or mobile apps teams that want an openai-compatible api surface on top of apple-native audio models", "material_mover": false }, { "id": "evt_92065d69347650ce4109", "entity_id": "gh:ideogram-oss/ideogram4", "item_url": "/item/ideogram-oss-ideogram4/", "title": "ideogram-oss/ideogram4", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2720, "after": 2724, "explanation": "Stars changed: 2720 → 2724.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Image Model", "section": "Model Releases", "local_ai": true, "local_model_compatible": true, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "Local AI users comparing current open image models against hosted design APIs", "Creative-tool builders who want a reusable local image-generation backend" ], "risk_categories": [], "search_text": "ideogram-oss/ideogram4 ideogram-oss open_source other gold conditional try_now local ai users comparing current open image models against hosted design apis creative-tool builders who want a reusable local image-generation backend", "material_mover": false }, { "id": "evt_91dee37355eb06b7440a", "entity_id": "gh:livekit/agents", "item_url": "/item/livekit-agents-livekit-agents-1-6-0/", "title": "livekit/agents livekit-agents@1.6.0", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12951, "after": 12981, "explanation": "Stars changed: 12951 → 12981.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Realtime AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "voice AI teams", "realtime app builders" ], "risk_categories": [], "search_text": "livekit/agents livekit-agents@1.6.0 livekit open_source other gold conditional watch voice ai teams realtime app builders openai", "material_mover": false }, { "id": "evt_919370d6dc55e72d7462", "entity_id": "gh:bitan-del/zap", "item_url": "/item/bitan-del-zap/", "title": "bitan-del/zap", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 274, "after": 275, "explanation": "Stars changed: 274 → 275.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "CLI Proxy", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Claude Code, Codex, Cursor, Copilot, and Gemini users with long shell-heavy sessions", "Developers trying to cut agent token spend without changing models or prompts" ], "risk_categories": [ "system", "account" ], "search_text": "bitan-del/zap bitan-del open_source other gold none try_now claude code, codex, cursor, copilot, and gemini users with long shell-heavy sessions developers trying to cut agent token spend without changing models or prompts", "material_mover": false }, { "id": "evt_918ef67fb404c56f514c", "entity_id": "gh:l0ng-ai/papr", "item_url": "/item/l0ng-ai-papr/", "title": "l0ng-ai/papr", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 503, "after": 506, "explanation": "Stars changed: 503 → 506.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Desktop App", "section": "Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Researchers and builders who track many AI and dev feeds", "Agent users who want shell-level feed search and triage" ], "risk_categories": [ "system" ], "search_text": "l0ng-ai/papr l0ng-ai open_source other gold conditional try_now researchers and builders who track many ai and dev feeds agent users who want shell-level feed search and triage claude code", "material_mover": false }, { "id": "evt_914e4a0fab897b9e9a41", "entity_id": "gh:decocms/studio", "item_url": "/item/decocms-studio/", "title": "decocms/studio", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "native-v4.205.3", "after": "v4.215.7", "explanation": "Version changed: native-v4.205.3 → v4.215.7.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "agent platform teams", "MCP adopters" ], "risk_categories": [ "sensitive", "account" ], "search_text": "decocms/studio decocms open_source other silver conditional watch agent platform teams mcp adopters model context protocol model context protocol", "material_mover": false }, { "id": "evt_914abb53040522a900a5", "entity_id": "gh:jane-xiaoer/claude-skill-web-clone", "item_url": "/item/jane-xiaoer-claude-skill-web-clone/", "title": "Jane-xiaoer/claude-skill-web-clone", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 939, "after": 941, "explanation": "Stars changed: 939 → 941.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "coding_agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [], "search_text": "jane-xiaoer/claude-skill-web-clone jane-xiaoer open_source coding_agent coding_agent gold none try_now software engineers developer-tool teams claude code", "material_mover": false }, { "id": "evt_91241be2fd3c3bc46818", "entity_id": "gh:coplaydev/unity-mcp", "item_url": "/item/coplaydev-unity-mcp/", "title": "CoplayDev/unity-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 13352, "after": 13372, "explanation": "Stars changed: 13352 → 13372.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Unity developers who want agent help beyond autocomplete", "Technical artists and gameplay engineers prototyping scenes through MCP" ], "risk_categories": [], "search_text": "coplaydev/unity-mcp coplaydev open_source other gold conditional try_now unity developers who want agent help beyond autocomplete technical artists and gameplay engineers prototyping scenes through mcp anthropic claude google gemini model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_911c828e4da0a836257c", "entity_id": "gh:tencentcloud/octop", "item_url": "/item/tencentcloud-octop/", "title": "TencentCloud/Octop", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1117, "after": 1130, "explanation": "Stars changed: 1117 → 1130.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Agent Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "teams needing a self-hostable multi-agent assistant under an OSS license", "internal AI tooling teams wanting PyPI-installable multi-agent runtime" ], "risk_categories": [], "search_text": "tencentcloud/octop tencentcloud open_source other silver conditional worth_watch teams needing a self-hostable multi-agent assistant under an oss license internal ai tooling teams wanting pypi-installable multi-agent runtime", "material_mover": false }, { "id": "evt_90e4a9c192d532a80fdd", "entity_id": "gh:debpalash/omnivoice-studio", "item_url": "/item/debpalash-omnivoice-studio/", "title": "debpalash/OmniVoice-Studio", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9879, "after": 9906, "explanation": "Stars changed: 9879 → 9906.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Local AI / Media", "local_ai": true, "local_model_compatible": true, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "creators", "video editors" ], "risk_categories": [], "search_text": "debpalash/omnivoice-studio debpalash open_source other silver medium watch creators video editors hugging face", "material_mover": false }, { "id": "evt_90e04e111a3f65b8f32a", "entity_id": "gh:elizaos/eliza", "item_url": "/item/elizaos/", "title": "ElizaOS", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "pr-evidence-7", "after": "pr-evidence-8", "explanation": "Version changed: pr-evidence-7 → pr-evidence-8.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Platform", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "agent builders", "teams evaluating open-source operational foundations for agents" ], "risk_categories": [], "search_text": "elizaos elizaos open_source other silver conditional watch agent builders teams evaluating open-source operational foundations for agents discord slack telegram plugins", "material_mover": false }, { "id": "evt_90cf1ad311e0e030b86b", "entity_id": "gh:alfaoz/opencode-see-image", "item_url": "/item/alfaoz-opencode-see-image/", "title": "alfaoz/opencode-see-image", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "v1.3.2", "explanation": "Version changed: not recorded → v1.3.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Plugin", "section": "Coding Agents / Vision Bridge", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "OpenCode users", "developers debugging from screenshots" ], "risk_categories": [], "search_text": "alfaoz/opencode-see-image alfaoz open_source other gold conditional try_now opencode users developers debugging from screenshots", "material_mover": false }, { "id": "evt_90c9d49e1bad2dc389fb", "entity_id": "gh:redwoodjs/agent-ci", "item_url": "/item/redwoodjs-agent-ci/", "title": "redwoodjs/agent-ci", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 772, "after": 773, "explanation": "Stars changed: 772 → 773.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "high", "verdict": "watch", "score": 6.7, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "AI Tool", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "redwoodjs/agent-ci redwoodjs open_source other bronze high watch ai developers technical founders github actions", "material_mover": false }, { "id": "evt_908daca8651ab7921263", "entity_id": "gh:hugohe3/ppt-master", "item_url": "/item/hugohe3-ppt-master/", "title": "hugohe3/ppt-master", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 45423, "after": 46470, "explanation": "Stars changed: 45423 → 46470.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "AI Productivity Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "consultants", "founders" ], "risk_categories": [], "search_text": "hugohe3/ppt-master hugohe3 open_source other gold conditional try_now consultants founders", "material_mover": true }, { "id": "evt_9020d202bb5c654ec10b", "entity_id": "gh:b4rtaz/distributed-llama", "item_url": "/item/b4rtaz-distributed-llama/", "title": "b4rtaz/distributed-llama", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3035, "after": 3034, "explanation": "Stars changed: 3035 → 3034.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Local AI / Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "homelab and small-team operators who want to run larger open-source models by pooling idle laptops, mini-PCs, or", "Raspberry Pi cluster owners running small Qwen 3 (0.6B/1.7B) models locally without a cloud bill" ], "risk_categories": [], "search_text": "b4rtaz/distributed-llama b4rtaz open_source other inference_runtime silver none try_now homelab and small-team operators who want to run larger open-source models by pooling idle laptops, mini-pcs, or m-series macs into a single inference cluster raspberry pi cluster owners running small qwen 3 (0.6b/1.7b) models locally without a cloud bill", "material_mover": false }, { "id": "evt_8fe9ac385717b1c1b6d8", "entity_id": "gh:rednote-hilab/dots.tts", "item_url": "/item/rednote-hilab-dots-tts/", "title": "rednote-hilab/dots.tts", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1080, "after": 1127, "explanation": "Stars changed: 1080 → 1127.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "TTS Research Release", "section": "Apache-2.0 2B Fully-Continuous AR TTS", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive", "account" ], "search_text": "rednote-hilab/dots.tts rednote-hilab open_source other gold low try_now ai developers technical founders", "material_mover": true }, { "id": "evt_8fd319bbc3486002cfaf", "entity_id": "gh:av/harbor", "item_url": "/item/av-harbor/", "title": "av/harbor", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3165, "after": 3166, "explanation": "Stars changed: 3165 → 3166.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "AI hobbyists and local-AI developers who want a turnkey local LLM stack without writing Docker Compose files", "Self-hosters who need Ollama, llama.cpp, vLLM, Open WebUI, SearXNG, Speaches, and ComfyUI pre-wired together" ], "risk_categories": [], "search_text": "av/harbor av open_source inference_runtime inference_runtime gold low try_now ai hobbyists and local-ai developers who want a turnkey local llm stack without writing docker compose files self-hosters who need ollama, llama.cpp, vllm, open webui, searxng, speaches, and comfyui pre-wired together docker self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_8fcab65961909c43e7ad", "entity_id": "gh:devemperor/dictate", "item_url": "/item/devemperor-dictate/", "title": "DevEmperor/Dictate", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 261, "after": 263, "explanation": "Stars changed: 261 → 263.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 5.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "devemperor/dictate devemperor open_source other other bronze none watch ai developers technical founders claude openai", "material_mover": false }, { "id": "evt_8faea537fa4b3a9089ca", "entity_id": "gh:nvidia/skillspector", "item_url": "/item/nvidia-skillspector/", "title": "NVIDIA/SkillSpector", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14553, "after": 14595, "explanation": "Stars changed: 14553 → 14595.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Security / Trust", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "security engineers", "AI platform teams" ], "risk_categories": [ "sensitive", "account" ], "search_text": "nvidia/skillspector nvidia open_source security security gold conditional try_now security engineers ai platform teams claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_8f790ea3d17f41eb38fb", "entity_id": "gh:geeeekexplorer/nano-vllm", "item_url": "/item/geeeekexplorer-nano-vllm/", "title": "GeeeekExplorer/nano-vllm", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14977, "after": 14995, "explanation": "Stars changed: 14977 → 14995.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model Infrastructure", "section": "Developer Tools", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Inference engineers studying how vLLM-style serving works", "Researchers and builders who want a smaller codebase for experimentation" ], "risk_categories": [], "search_text": "geeeekexplorer/nano-vllm geeeekexplorer open_source inference_runtime inference_runtime silver none try_now inference engineers studying how vllm-style serving works researchers and builders who want a smaller codebase for experimentation", "material_mover": false }, { "id": "evt_8f569262787a9d96b2a9", "entity_id": "gh:backnotprop/plannotator", "item_url": "/item/backnotprop-plannotator/", "title": "backnotprop/plannotator", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7684, "after": 7762, "explanation": "Stars changed: 7684 → 7762.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "backnotprop/plannotator backnotprop open_source other gold low try_now ai developers technical founders claude code openai codex", "material_mover": false }, { "id": "evt_8ef46c1d5cd8f73cbeb1", "entity_id": "gh:chorus-codes/chorus", "item_url": "/item/chorus-codes-chorus/", "title": "chorus-codes/chorus", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.8.64", "after": "v0.8.65", "explanation": "Version changed: v0.8.64 → v0.8.65.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Code Review Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who want cross-model review before merging AI-written code", "Teams already paying for multiple AI coding subscriptions" ], "risk_categories": [], "search_text": "chorus-codes/chorus chorus-codes open_source other gold conditional try_now developers who want cross-model review before merging ai-written code teams already paying for multiple ai coding subscriptions claude code openai codex", "material_mover": false }, { "id": "evt_8ef3fd1a239d5f572d78", "entity_id": "gh:drumih/turbo-fieldfare", "item_url": "/item/turbofieldfare/", "title": "TurboFieldfare", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "0.4.2", "after": "0.4.3", "explanation": "Version changed: 0.4.2 → 0.4.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 5.6, "best_for": [ "Apple Silicon developers who want the full 26B Gemma 4 model running locally on 8 GB+ Macs without an external GPU", "local-AI builders evaluating a Swift / Metal inference path that is not a wrapper around MLX or llama.cpp" ], "risk_categories": [ "account" ], "search_text": "turbofieldfare drumih open_source other inference_runtime gold none try_now apple silicon developers who want the full 26b gemma 4 model running locally on 8 gb+ macs without an external gpu local-ai builders evaluating a swift / metal inference path that is not a wrapper around mlx or llama.cpp", "material_mover": false }, { "id": "evt_8eef919458ec17a81a52", "entity_id": "gh:kenn-io/kata", "item_url": "/item/kenn-io-kata/", "title": "kenn-io/kata", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 363, "after": 366, "explanation": "Stars changed: 363 → 366.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers running coding agents across many local tasks", "Teams that want a durable task ledger without moving to a hosted tracker" ], "risk_categories": [], "search_text": "kenn-io/kata kenn-io open_source other gold conditional try_now developers running coding agents across many local tasks teams that want a durable task ledger without moving to a hosted tracker", "material_mover": false }, { "id": "evt_8ed07e87b5c619f21021", "entity_id": "gh:0xsero/glm-5.2-sm120", "item_url": "/item/0xsero-glm-5-2-sm120/", "title": "0xSero/glm-5.2-sm120", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 152, "after": 153, "explanation": "Stars changed: 152 → 153.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Inference Stack", "section": "Models / Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "inference engineers", "local AI power users with high-end GPUs" ], "risk_categories": [], "search_text": "0xsero/glm-5.2-sm120 0xsero open_source inference_runtime inference_runtime silver medium watch inference engineers local ai power users with high-end gpus vllm", "material_mover": false }, { "id": "evt_8eaed3e03eddda5f2853", "entity_id": "gh:datus-ai/datus-agent", "item_url": "/item/datus-open-source-data-engineering-agent-for-natural-language-sql/", "title": "Datus: Open-Source Data Engineering Agent for Natural-Language SQL", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1513, "after": 1521, "explanation": "Stars changed: 1513 → 1521.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "data_tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Data engineering teams + data analysts + business intelligence users + natural-language-to-SQL developers + data", "Data engineering teams + context-ergonomics users that want the evolvable context (schema metadata + reference SQL +" ], "risk_categories": [], "search_text": "datus: open-source data engineering agent for natural-language sql datus-ai open_source data_tooling data_tooling gold low try_now data engineering teams + data analysts + business intelligence users + natural-language-to-sql developers + data warehouse users + semantic search users + ai-curious readers tracking the data engineering teams + context-ergonomic", "material_mover": false }, { "id": "evt_8e6f31e47b3c1b7bfbee", "entity_id": "gh:michael-a-kuykendall/shimmy", "item_url": "/item/michael-a-kuykendall-shimmy/", "title": "Michael-A-Kuykendall/shimmy", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5743, "after": 5746, "explanation": "Stars changed: 5743 → 5746.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Inference Engine", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "developers standardizing local model endpoints", "Rust-friendly AI builders" ], "risk_categories": [], "search_text": "michael-a-kuykendall/shimmy michael-a-kuykendall open_source inference_runtime inference_runtime silver conditional try_now developers standardizing local model endpoints rust-friendly ai builders hugging face", "material_mover": false }, { "id": "evt_8e4c539e16cc7f53de25", "entity_id": "gh:arthurpanhku/dvalincode", "item_url": "/item/arthurpanhku-dvalincode/", "title": "arthurpanhku/dvalincode", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 111, "after": 112, "explanation": "Stars changed: 111 → 112.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Security-sensitive engineering teams evaluating local-first coding agents", "Platform teams that need an approval-first mode before wider rollout" ], "risk_categories": [ "sensitive" ], "search_text": "arthurpanhku/dvalincode arthurpanhku open_source other gold conditional try_now security-sensitive engineering teams evaluating local-first coding agents platform teams that need an approval-first mode before wider rollout model context protocol model context protocol", "material_mover": false }, { "id": "evt_8de42a00be46cb478ba6", "entity_id": "gh:kunchenguid/no-mistakes", "item_url": "/item/kunchenguid-no-mistakes/", "title": "kunchenguid/no-mistakes", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7603, "after": 7634, "explanation": "Stars changed: 7603 → 7634.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Git Workflow", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers who want a guardrail between coding-agent output and the real remote", "Teams trying to reduce sloppy AI-assisted PRs before CI and human review" ], "risk_categories": [], "search_text": "kunchenguid/no-mistakes kunchenguid open_source coding_agent coding_agent gold conditional try_now developers who want a guardrail between coding-agent output and the real remote teams trying to reduce sloppy ai-assisted prs before ci and human review", "material_mover": false }, { "id": "evt_8de31d2f51f8274cef93", "entity_id": "gh:zseven-w/openpencil", "item_url": "/item/zseven-w-openpencil/", "title": "ZSeven-W/openpencil", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4814, "after": 4851, "explanation": "Stars changed: 4814 → 4851.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Design & Creation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.9, "best_for": [ "product designers exploring AI-assisted interface drafting", "frontend teams experimenting with design-to-code workflows" ], "risk_categories": [], "search_text": "zseven-w/openpencil zseven-w open_source other gold conditional try_now product designers exploring ai-assisted interface drafting frontend teams experimenting with design-to-code workflows claude claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_8de14bd50b31dc1a5782", "entity_id": "gh:shcherbak-ai/contextgem", "item_url": "/item/shcherbak-ai-contextgem/", "title": "shcherbak-ai/contextgem", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.26.0", "after": "v0.27.0", "explanation": "Version changed: v0.26.0 → v0.27.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Document AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "teams extracting fields, entities, or grounded answers from contracts and reports", "developers who need cited outputs instead of plain free-form summaries" ], "risk_categories": [], "search_text": "shcherbak-ai/contextgem shcherbak-ai open_source other gold conditional try_now teams extracting fields, entities, or grounded answers from contracts and reports developers who need cited outputs instead of plain free-form summaries", "material_mover": false }, { "id": "evt_8dde24503feb23c468ea", "entity_id": "gh:yc-software/qm", "item_url": "/item/qm/", "title": "QM", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 13217, "after": 13426, "explanation": "Stars changed: 13217 → 13426.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent frameworks and harnesses", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 5.6, "best_for": [ "startup engineering teams that want a self-hosted, Slack-resident agent harness with per-room isolation", "platform teams evaluating a coding-agent runtime that supports multiple harnesses (Pi, OpenCode, Claude Code, Codex)" ], "risk_categories": [ "sensitive", "system", "account" ], "search_text": "qm yc-software open_source other gold conditional try_now startup engineering teams that want a self-hosted, slack-resident agent harness with per-room isolation platform teams evaluating a coding-agent runtime that supports multiple harnesses (pi, opencode, claude code, codex) on the same core", "material_mover": false }, { "id": "evt_8dcd6847ceb0402b771f", "entity_id": "gh:traceroot-ai/traceroot", "item_url": "/item/traceroot-ai-traceroot/", "title": "traceroot-ai/traceroot", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 713, "after": 716, "explanation": "Stars changed: 713 → 716.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "traceroot-ai/traceroot traceroot-ai open_source other research gold conditional try_now ai developers technical founders", "material_mover": false }, { "id": "evt_8dbff51e2ced5a269348", "entity_id": "gh:seemseam/claude_codex_bridge", "item_url": "/item/seemseam-claude-codex-bridge/", "title": "SeemSeam/claude_codex_bridge", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3406, "after": 3408, "explanation": "Stars changed: 3406 → 3408.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Multi-Agent Workspace", "section": "AI Coding / Agent Ops", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "advanced developers running multiple coding agents", "operators who want a more visible agent control surface" ], "risk_categories": [ "system" ], "search_text": "seemseam/claude_codex_bridge seemseam open_source other silver conditional watch advanced developers running multiple coding agents operators who want a more visible agent control surface google gemini openai codex", "material_mover": false }, { "id": "evt_8d7fd22adbde2d985c09", "entity_id": "gh:crestalnetwork/intentkit", "item_url": "/item/crestalnetwork-intentkit/", "title": "crestalnetwork/intentkit", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6507, "after": 6506, "explanation": "Stars changed: 6507 → 6506.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Framework", "section": "AI Agents / Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI agent builders who want a self-hostable cluster for running many agents with shared skills and memory", "platform engineers who need a multi-tenant agent runtime with credential plumbing and persistent memory" ], "risk_categories": [ "sensitive", "account" ], "search_text": "crestalnetwork/intentkit crestalnetwork open_source agent_framework agent_framework gold low try_now ai agent builders who want a self-hostable cluster for running many agents with shared skills and memory platform engineers who need a multi-tenant agent runtime with credential plumbing and persistent memory", "material_mover": false }, { "id": "evt_8d456c749e338d3e3aaa", "entity_id": "gh:iwe-org/iwe", "item_url": "/item/iwe-org-iwe/", "title": "iwe-org/iwe", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1391, "after": 1394, "explanation": "Stars changed: 1391 → 1394.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Knowledge graphs and agent memory tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "candidate", "setup_ease": 6.6, "best_for": [ "developers who want local note retrieval and structural context for coding agents", "teams building internal knowledge workflows without a hosted knowledge base" ], "risk_categories": [], "search_text": "iwe-org/iwe iwe-org open_source other rag_knowledge gold conditional try_now developers who want local note retrieval and structural context for coding agents teams building internal knowledge workflows without a hosted knowledge base model context protocol model context protocol", "material_mover": false }, { "id": "evt_8d43ec2e9d0669c16943", "entity_id": "gh:benchflow-ai/skillsbench", "item_url": "/item/benchflow-ai-skillsbench/", "title": "benchflow-ai/skillsbench", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1672, "after": 1680, "explanation": "Stars changed: 1672 → 1680.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "agent platform teams", "skills authors" ], "risk_categories": [], "search_text": "benchflow-ai/skillsbench benchflow-ai open_source other gold none try_now agent platform teams skills authors", "material_mover": false }, { "id": "evt_8d0b5459c814991c125c", "entity_id": "gh:ximilalaxiang/delive", "item_url": "/item/ximilalaxiang-delive/", "title": "XimilalaXiang/DeLive", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 254, "after": 256, "explanation": "Stars changed: 254 → 256.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Transcription workspaces", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 7.1, "best_for": [ "power users who want local-first transcript workflows for meetings, videos, or research", "builders evaluating MCP-aware speech and transcript pipelines" ], "risk_categories": [], "search_text": "ximilalaxiang/delive ximilalaxiang open_source other gold conditional try_now power users who want local-first transcript workflows for meetings, videos, or research builders evaluating mcp-aware speech and transcript pipelines groq model context protocol model context protocol", "material_mover": false }, { "id": "evt_8d0b2c19bb054bcf96da", "entity_id": "gh:moshuying/pitchcraft", "item_url": "/item/moshuying-pitchcraft/", "title": "moshuying/pitchcraft", "category": "business_workflow", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 187, "after": 188, "explanation": "Stars changed: 187 → 188.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Communication Skill", "section": "AI Skills", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Tech leads and engineering managers who need a Claude Code / Cursor / Codex skill that turns project kickoffs, status", "Project managers and founders who need a structured framework for investor pitches (Hook: market space, Evidence: moat" ], "risk_categories": [], "search_text": "moshuying/pitchcraft moshuying open_source business_workflow business_workflow silver low try_now tech leads and engineering managers who need a claude code / cursor / codex skill that turns project kickoffs, status updates, and wrap-ups into a structured 5-part persuasion (hook → context → project managers and founders who need a structured framework fo", "material_mover": false }, { "id": "evt_8cfc485bbabc0744397b", "entity_id": "gh:superset-sh/superset", "item_url": "/item/superset-sh-superset/", "title": "superset-sh/superset", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12876, "after": 12889, "explanation": "Stars changed: 12876 → 12889.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Workspace", "section": "AI Coding / Workflow Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "advanced developers running several coding agents in parallel", "teams using worktree-based local agent workflows" ], "risk_categories": [ "system" ], "search_text": "superset-sh/superset superset-sh open_source coding_agent coding_agent gold conditional watch advanced developers running several coding agents in parallel teams using worktree-based local agent workflows claude code openai codex", "material_mover": false }, { "id": "evt_8cf5d59aeccac6bda253", "entity_id": "gh:sudojacky/tinybot", "item_url": "/item/sudojacky-tinybot/", "title": "SudoJacky/tinybot", "category": "agent_framework", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.2.7", "after": "v0.3.0", "explanation": "Version changed: v0.2.7 → v0.3.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Personal Agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "individual developers who want a small, runnable personal agent", "indie hackers and power users running a self-hosted daily-driver agent" ], "risk_categories": [], "search_text": "sudojacky/tinybot sudojacky open_source agent_framework agent_framework gold conditional try_now individual developers who want a small, runnable personal agent indie hackers and power users running a self-hosted daily-driver agent", "material_mover": false }, { "id": "evt_8cf2ecedb4729dd11b0c", "entity_id": "gh:madarco/agentbox", "item_url": "/item/madarco-agentbox/", "title": "madarco/agentbox", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 346, "after": 350, "explanation": "Stars changed: 346 → 350.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Sandbox", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Teams running several coding agents against one backlog", "Developers who want isolated boxes instead of one crowded local shell" ], "risk_categories": [ "system" ], "search_text": "madarco/agentbox madarco open_source coding_agent coding_agent gold conditional try_now teams running several coding agents against one backlog developers who want isolated boxes instead of one crowded local shell docker claude claude code openai codex", "material_mover": false }, { "id": "evt_8ce01a4ad7c02bff5270", "entity_id": "gh:ethanhq/cc-fleet", "item_url": "/item/ethanhq-cc-fleet/", "title": "ethanhq/cc-fleet", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 201, "after": 204, "explanation": "Stars changed: 201 → 204.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Plug any 3rd-party LLM into", "section": "Apache-2.0 npm-published CLI + Claude Code", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Engineering teams running Claude Code who want to mix-and-match LLMs in a single workflow without giving up the Claude", "Teams that already pay for Claude Code but want to route cheap tasks (lint, test-running, simple refactors) to a" ], "risk_categories": [], "search_text": "ethanhq/cc-fleet ethanhq open_source other silver low try_now engineering teams running claude code who want to mix-and-match llms in a single workflow without giving up the claude code ux teams that already pay for claude code but want to route cheap tasks (lint, test-running, simple refactors) to a cheaper model while keeping expensive tasks (architecture", "material_mover": false }, { "id": "evt_8cd394361321f3eb2d58", "entity_id": "gh:code-yeongyu/oh-my-openagent", "item_url": "/item/oh-my-openagent/", "title": "oh-my-openagent", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 67758, "after": 67823, "explanation": "Stars changed: 67758 → 67823.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.38, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "developers", "agent operators" ], "risk_categories": [], "search_text": "oh-my-openagent code-yeongyu open_source coding_agent coding_agent silver conditional try_now developers agent operators anthropic claude google gemini openai openai codex", "material_mover": false }, { "id": "evt_8cc9e43b75a531331b2e", "entity_id": "gh:zhongkaifu/tensorsharp", "item_url": "/item/zhongkaifu-tensorsharp/", "title": "zhongkaifu/TensorSharp", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 357, "after": 359, "explanation": "Stars changed: 357 → 359.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GGUF Inference Engine", "section": "Local AI and Models", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "C# and .NET teams building local AI features", "Developers who want an OpenAI-compatible local endpoint without leaving the .NET ecosystem" ], "risk_categories": [], "search_text": "zhongkaifu/tensorsharp zhongkaifu open_source inference_runtime inference_runtime gold none try_now c# and .net teams building local ai features developers who want an openai-compatible local endpoint without leaving the .net ecosystem", "material_mover": false }, { "id": "evt_8c72f465b5f2c1994162", "entity_id": "gh:genesis-embodied-ai/genesis-world", "item_url": "/item/genesis-embodied-ai-genesis-world/", "title": "Genesis-Embodied-AI/genesis-world", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 29736, "after": 29738, "explanation": "Stars changed: 29736 → 29738.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Robotics simulation and embodied AI tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 5.0, "best_for": [ "robotics teams building simulation-heavy training or evaluation workflows", "researchers comparing modern GPU-first simulation stacks" ], "risk_categories": [], "search_text": "genesis-embodied-ai/genesis-world genesis-embodied-ai open_source other gold none try_now robotics teams building simulation-heavy training or evaluation workflows researchers comparing modern gpu-first simulation stacks", "material_mover": false }, { "id": "evt_8c5c951f558116d36138", "entity_id": "gh:scanaislop/aislop", "item_url": "/item/scanaislop-aislop/", "title": "scanaislop/aislop", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 546, "after": 549, "explanation": "Stars changed: 546 → 549.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Code Lint", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Teams reviewing AI-generated pull requests before they merge", "Developers who want a deterministic gate for agent slop without adding another LLM to the runtime path" ], "risk_categories": [], "search_text": "scanaislop/aislop scanaislop open_source coding_agent coding_agent gold conditional try_now teams reviewing ai-generated pull requests before they merge developers who want a deterministic gate for agent slop without adding another llm to the runtime path github actions", "material_mover": false }, { "id": "evt_8c52394b1719698ffe88", "entity_id": "gh:envoyproxy/ai-gateway", "item_url": "/item/envoyproxy-ai-gateway/", "title": "envoyproxy/ai-gateway", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1922, "after": 1924, "explanation": "Stars changed: 1922 → 1924.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Platform engineers and SREs who already run Envoy Gateway and want LLM traffic on the same data plane", "Kubernetes operators who need to route, observe, and rate-limit LLM calls alongside microservice traffic" ], "risk_categories": [], "search_text": "envoyproxy/ai-gateway envoyproxy open_source other gold low try_now platform engineers and sres who already run envoy gateway and want llm traffic on the same data plane kubernetes operators who need to route, observe, and rate-limit llm calls alongside microservice traffic kubernetes", "material_mover": false }, { "id": "evt_8c1fc457dcdac741d755", "entity_id": "gh:jgravelle/jcodemunch-mcp", "item_url": "/item/jgravelle-jcodemunch-mcp/", "title": "jgravelle/jcodemunch-mcp", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.108.273", "after": "v1.108.276", "explanation": "Version changed: v1.108.273 → v1.108.276.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "worth_watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Code Retrieval MCP", "section": "MCP", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Coding-agent users exploring large repositories where full-file reads are expensive", "Teams experimenting with MCP-native code retrieval as a cost and latency optimization layer" ], "risk_categories": [ "account" ], "search_text": "jgravelle/jcodemunch-mcp jgravelle open_source other silver none worth_watch coding-agent users exploring large repositories where full-file reads are expensive teams experimenting with mcp-native code retrieval as a cost and latency optimization layer claude claude code github model context protocol model context protocol", "material_mover": false }, { "id": "evt_8c1d6e85650d899d8003", "entity_id": "gh:can4hou6joeng4/boss-agent-cli", "item_url": "/item/can4hou6joeng4-boss-agent-cli/", "title": "can4hou6joeng4/boss-agent-cli", "category": "business_workflow", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1558, "after": 1562, "explanation": "Stars changed: 1558 → 1562.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "low", "verdict": "try_now", "score": 7.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agent Tool / Recruiting CLI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI agent builders who need an MIT-licensed Python CLI / MCP-server that gives AI agents a real BOSS Zhipin (Chinese", "Recruiting-platform integrators who need a JSON-envelope output from BOSS Zhipin search, welfare filtering, and" ], "risk_categories": [], "search_text": "can4hou6joeng4/boss-agent-cli can4hou6joeng4 open_source business_workflow business_workflow bronze low try_now ai agent builders who need an mit-licensed python cli / mcp-server that gives ai agents a real boss zhipin (chinese recruiting platform) workflow surface recruiting-platform integrators who need a json-envelope output from boss zhipin search, welfa", "material_mover": false }, { "id": "evt_8b8a0eaa0e0ef813d56f", "entity_id": "gh:dcouple/pane", "item_url": "/item/dcouple-pane/", "title": "dcouple/Pane", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 378, "after": 381, "explanation": "Stars changed: 378 → 381.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / CLI", "section": "AI Coding / Multi-Agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers using multiple coding agents", "agent-heavy teams" ], "risk_categories": [ "system" ], "search_text": "dcouple/pane dcouple open_source other gold conditional try_now developers using multiple coding agents agent-heavy teams claude code openai codex", "material_mover": false }, { "id": "evt_8b6110013fb4f8e3ce40", "entity_id": "gh:amazon-far/abc", "item_url": "/item/amazon-far-abc/", "title": "amazon-far/abc", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 294, "after": 298, "explanation": "Stars changed: 294 → 298.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Robotics Behavior Cloning /", "section": "Apache-2.0 Scalable Behavior Cloning with Open", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "amazon-far/abc amazon-far open_source other silver low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_8b239df91eb4fc675808", "entity_id": "gh:murongg/markra", "item_url": "/item/murongg-markra/", "title": "murongg/markra", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 736, "after": 737, "explanation": "Stars changed: 736 → 737.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Writing / Local Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "writers", "developers who live in markdown" ], "risk_categories": [ "account" ], "search_text": "murongg/markra murongg open_source creative_tool creative_tool gold conditional try_now writers developers who live in markdown", "material_mover": false }, { "id": "evt_8ad7069ee331f0098485", "entity_id": "gh:qwenlm/qwen-agentworld", "item_url": "/item/qwenlm-qwen-agentworld/", "title": "QwenLM/Qwen-AgentWorld", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 942, "after": 946, "explanation": "Stars changed: 942 → 946.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Language World Model", "section": "Apache-2.0 Language World Model", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "qwenlm/qwen-agentworld qwenlm open_source other silver low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_8ac932cbd2700ca4a5f0", "entity_id": "gh:skalesapp/skales", "item_url": "/item/skalesapp-skales/", "title": "skalesapp/skales", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v12.7.4", "after": "v12.7.45", "explanation": "Version changed: v12.7.4 → v12.7.45.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "skalesapp/skales skalesapp open_source other silver high watch ai developers technical founders model context protocol ollama model context protocol", "material_mover": false }, { "id": "evt_8ab1612a45bbed6e69a7", "entity_id": "gh:basedhardware/omi", "item_url": "/item/omi-mit-open-source-2nd-brain-ai-assistant-screen-conversation-capture-r/", "title": "Omi: MIT Open-Source 2nd-Brain AI Assistant (Screen + Conversation Capture, Real-Time Transcription, Summaries, Action Items)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 13164, "after": 13166, "explanation": "Stars changed: 13164 → 13166.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "omi: mit open-source 2nd-brain ai assistant (screen + conversation capture, real-time transcription, summaries, action items) basedhardware open_source other gold medium try_now ai developers technical founders", "material_mover": false }, { "id": "evt_8a97ba8e6ad5b5e596bb", "entity_id": "gh:strands-agents/evals", "item_url": "/item/strands-agents-evals/", "title": "strands-agents/evals", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.1.0", "after": "v1.1.1", "explanation": "Version changed: v1.1.0 → v1.1.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent evaluation tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "agent builders who need repeatable evaluation workflows instead of manual spot checks", "teams using traces or simulators to understand multi-step agent behavior" ], "risk_categories": [], "search_text": "strands-agents/evals strands-agents open_source other silver conditional try_now agent builders who need repeatable evaluation workflows instead of manual spot checks teams using traces or simulators to understand multi-step agent behavior", "material_mover": false }, { "id": "evt_8a7e9662855899847ddb", "entity_id": "gh:cloudwego/abcoder", "item_url": "/item/cloudwego-abcoder/", "title": "cloudwego/abcoder", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 386, "after": 387, "explanation": "Stars changed: 386 → 387.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "AI Coding / Code Intelligence", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI coding agent builders who need a deterministic code-graph layer under their agent runtime", "platform engineers who want a self-hostable, Apache-2.0 alternative to hosted code-intelligence services" ], "risk_categories": [], "search_text": "cloudwego/abcoder cloudwego open_source coding_agent coding_agent gold conditional try_now ai coding agent builders who need a deterministic code-graph layer under their agent runtime platform engineers who want a self-hostable, apache-2.0 alternative to hosted code-intelligence services", "material_mover": false }, { "id": "evt_8a7a84a146a437af9dbd", "entity_id": "gh:alishahryar1/free-claude-code", "item_url": "/item/alishahryar1-free-claude-code/", "title": "Alishahryar1/free-claude-code", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 45322, "after": 45396, "explanation": "Stars changed: 45322 → 45396.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Coding / Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI-curious developers who want to try a Claude Code or Codex-style workflow without a paid account", "students and hobbyists who want an MIT-licensed wrapper for evaluating coding agents" ], "risk_categories": [ "system", "account" ], "search_text": "alishahryar1/free-claude-code alishahryar1 open_source other silver medium worth_watch ai-curious developers who want to try a claude code or codex-style workflow without a paid account students and hobbyists who want an mit-licensed wrapper for evaluating coding agents", "material_mover": false }, { "id": "evt_8a71b647756b1dbd3c49", "entity_id": "gh:aryaminus/controlkeel", "item_url": "/item/aryaminus-controlkeel/", "title": "aryaminus/controlkeel", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.3.88", "after": "v0.3.89", "explanation": "Version changed: v0.3.88 → v0.3.89.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent governance, eval and observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 5.5, "best_for": [ "teams adopting coding agents who need deterministic pre-merge checks", "engineering orgs that want portable proof bundles across agent hosts" ], "risk_categories": [], "search_text": "aryaminus/controlkeel aryaminus open_source other gold conditional worth_watch teams adopting coding agents who need deterministic pre-merge checks engineering orgs that want portable proof bundles across agent hosts model context protocol model context protocol", "material_mover": false }, { "id": "evt_8a6cd9d1ef418b903226", "entity_id": "gh:vshulcz/deja-vu", "item_url": "/item/vshulcz-deja-vu/", "title": "vshulcz/deja-vu", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "nightly", "explanation": "Version changed: not recorded → nightly.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "candidate", "setup_ease": 8.8, "best_for": [ "AI engineering teams and power users who have months of Claude Code / Codex / Pi / Aider session history sitting in", "any team that wants an MCP-exposed memory layer their existing agent harness can hit without paying API cost" ], "risk_categories": [], "search_text": "vshulcz/deja-vu vshulcz open_source other rag_knowledge silver low try_now ai engineering teams and power users who have months of claude code / codex / pi / aider session history sitting in ~/.claude/projects, ~/.codex/sessions, and similar agent session ledgers any team that wants an mcp-exposed memory layer their existing agent harness can hit without pay", "material_mover": false }, { "id": "evt_89fe48e9204ebeaf93a2", "entity_id": "gh:cocoindex-io/cocoindex-code", "item_url": "/item/cocoindex-io-cocoindex-code/", "title": "cocoindex-io/cocoindex-code", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2631, "after": 2633, "explanation": "Stars changed: 2631 → 2633.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "AI Coding / Code Search", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "developers using Claude Code or Codex", "teams trying to cut context-window waste" ], "risk_categories": [ "account" ], "search_text": "cocoindex-io/cocoindex-code cocoindex-io open_source coding_agent coding_agent gold none try_now developers using claude code or codex teams trying to cut context-window waste claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_89ea9fe116cbfc0b3991", "entity_id": "gh:chenzl25/lantor", "item_url": "/item/chenzl25-lantor/", "title": "chenzl25/lantor", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 32, "after": 33, "explanation": "Stars changed: 32 → 33.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Product", "section": "Desktop Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Mac users running Codex or Claude agents across several concurrent tasks", "Developers who want a local-first alternative to hosted multi-agent workspaces" ], "risk_categories": [ "system" ], "search_text": "chenzl25/lantor chenzl25 open_source other silver conditional try_now mac users running codex or claude agents across several concurrent tasks developers who want a local-first alternative to hosted multi-agent workspaces", "material_mover": false }, { "id": "evt_89e2dde3721e97e4a814", "entity_id": "gh:huangjia2019/agent-design-patterns", "item_url": "/item/huangjia2019-agent-design-patterns/", "title": "huangjia2019/agent-design-patterns", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 219, "after": 223, "explanation": "Stars changed: 219 → 223.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "worth_watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "28 agent design patterns", "section": "AI Apps", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI engineers who want a real vocabulary for agent architecture decisions instead of a flat list of pattern names", "Researchers who want runnable Python implementations of named agent patterns instead of a survey paper — clone the" ], "risk_categories": [], "search_text": "huangjia2019/agent-design-patterns huangjia2019 open_source other silver low worth_watch ai engineers who want a real vocabulary for agent architecture decisions instead of a flat list of pattern names ('reflection, react, multi-agent, ...') — the 7×6 grid (cognitive function × researchers who want runnable python implementations of named agent patterns", "material_mover": false }, { "id": "evt_89ccec5a8a5229c641c5", "entity_id": "gh:run-llama/parsebench", "item_url": "/item/run-llama-parsebench/", "title": "run-llama/ParseBench", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 544, "after": 545, "explanation": "Stars changed: 544 → 545.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Research", "section": "Document AI / Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "RAG builders", "document AI teams" ], "risk_categories": [], "search_text": "run-llama/parsebench run-llama open_source other gold none watch rag builders document ai teams llamaindex", "material_mover": false }, { "id": "evt_89a9078b98735040384a", "entity_id": "gh:nagisanzenin/engram", "item_url": "/item/nagisanzenin-engram/", "title": "nagisanzenin/engram", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1316, "after": 1322, "explanation": "Stars changed: 1316 → 1322.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Evidence-based learning engine", "section": "Learning / Agent Plugin", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI researchers, ML researchers, agent developers, learners, self-learners, students, autodidacts, technical educators", "Self-learners + autodidacts who want Claude Code (or OpenAI Codex) to act as a real tutor -- the loop is: a tutor that" ], "risk_categories": [], "search_text": "nagisanzenin/engram nagisanzenin open_source other gold low try_now ai researchers, ml researchers, agent developers, learners, self-learners, students, autodidacts, technical educators, ai-curious readers, founder-ctos, engineering teams, technical writers, and self-learners + autodidacts who want claude code (or openai codex) to act as a real tutor -- the", "material_mover": false }, { "id": "evt_89a2a7bc4857325a7e03", "entity_id": "gh:tile-ai/tilert", "item_url": "/item/tile-ai-tilert/", "title": "tile-ai/TileRT", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1671, "after": 1679, "explanation": "Stars changed: 1671 → 1679.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Local AI / Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "teams running large MiMo / GLM / DeepSeek-family models who need sub-second per-token latency without paying for a", "platform engineers standardizing on a PD-disaggregated runtime so prefill and decode scale independently" ], "risk_categories": [ "account" ], "search_text": "tile-ai/tilert tile-ai open_source other inference_runtime silver none try_now teams running large mimo / glm / deepseek-family models who need sub-second per-token latency without paying for a hyperscaler inference api platform engineers standardizing on a pd-disaggregated runtime so prefill and decode scale independently", "material_mover": false }, { "id": "evt_894009fd81735107bd19", "entity_id": "gh:superradcompany/microsandbox", "item_url": "/item/superradcompany-microsandbox/", "title": "superradcompany/microsandbox", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7295, "after": 7419, "explanation": "Stars changed: 7295 → 7419.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Sandbox Runtime", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Agent platform teams that need real isolation for user-supplied or community skills", "Developers running scrapers, CI jobs, or plugins that handle untrusted input" ], "risk_categories": [ "system" ], "search_text": "superradcompany/microsandbox superradcompany open_source agent_framework agent_framework gold conditional try_now agent platform teams that need real isolation for user-supplied or community skills developers running scrapers, ci jobs, or plugins that handle untrusted input docker self-hosted", "material_mover": false }, { "id": "evt_88f6ddb7e51e15e50877", "entity_id": "gh:jackwener/opencli", "item_url": "/item/jackwener-opencli/", "title": "jackwener/OpenCLI", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 28118, "after": 28156, "explanation": "Stars changed: 28118 → 28156.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "jackwener/opencli jackwener open_source other silver high watch ai developers technical founders", "material_mover": false }, { "id": "evt_88efb160198afb316298", "entity_id": "gh:jacob-bd/notebooklm-mcp-cli", "item_url": "/item/jacob-bd-notebooklm-mcp-cli/", "title": "jacob-bd/notebooklm-mcp-cli", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5832, "after": 5838, "explanation": "Stars changed: 5832 → 5838.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / MCP", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "researchers", "knowledge workers" ], "risk_categories": [ "sensitive" ], "search_text": "jacob-bd/notebooklm-mcp-cli jacob-bd open_source other silver conditional watch researchers knowledge workers", "material_mover": false }, { "id": "evt_889687f1b134f23e63d1", "entity_id": "gh:anthropics/claude-for-legal", "item_url": "/item/anthropics-claude-for-legal/", "title": "anthropics/claude-for-legal", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9085, "after": 9093, "explanation": "Stars changed: 9085 → 9093.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Official Anthropic Plugins", "section": "Agent Builders / Managed Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "In-house legal teams adopting Claude Code, Claude Cowork, or Claude Managed Agents for contract review, compliance", "Law firms and solo practitioners who want a vetted skill + agent starting point instead of building every workflow" ], "risk_categories": [ "sensitive", "impact" ], "search_text": "anthropics/claude-for-legal anthropics open_source other gold conditional try_now in-house legal teams adopting claude code, claude cowork, or claude managed agents for contract review, compliance, and policy work law firms and solo practitioners who want a vetted skill + agent starting point instead of building every workflow from scratch", "material_mover": false }, { "id": "evt_883f25a09fd33e08590f", "entity_id": "gh:plandex-ai/plandex", "item_url": "/item/plandex-ai-plandex/", "title": "plandex-ai/plandex", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 15581, "after": 15580, "explanation": "Stars changed: 15581 → 15580.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "MIT AI coding agent for large repositories with", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "developers working on large repositories that outgrow small single-shot coding assistants", "teams comparing self-hostable coding-agent workflows against hosted coding IDEs" ], "risk_categories": [], "search_text": "plandex-ai/plandex plandex-ai open_source other gold high try_now developers working on large repositories that outgrow small single-shot coding assistants teams comparing self-hostable coding-agent workflows against hosted coding ides openai", "material_mover": false }, { "id": "evt_880471f68ca561f92414", "entity_id": "gh:ryancodrai/turbovec", "item_url": "/item/ryancodrai-turbovec/", "title": "RyanCodrai/turbovec", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14738, "after": 14753, "explanation": "Stars changed: 14738 → 14753.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local retrieval infrastructure", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.3, "best_for": [ "builders running local RAG or semantic-search stacks over medium-to-large embedding corpora", "teams comparing FAISS-style retrieval against lower-memory local indexing options" ], "risk_categories": [], "search_text": "ryancodrai/turbovec ryancodrai open_source other gold none try_now builders running local rag or semantic-search stacks over medium-to-large embedding corpora teams comparing faiss-style retrieval against lower-memory local indexing options", "material_mover": false }, { "id": "evt_87d41f1109033d6542e9", "entity_id": "gh:sthamann/nyx-local-ai", "item_url": "/item/sthamann-nyx-local-ai/", "title": "sthamann/nyx-local-ai", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 160, "after": 158, "explanation": "Stars changed: 160 → 158.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local coding-agent workspace", "local_ai": true, "local_model_compatible": true, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.8, "best_for": [ "developers who want a coding-agent workflow without defaulting to hosted model billing", "teams comparing local or self-run agent UX across VS Code and Cursor" ], "risk_categories": [ "sensitive" ], "search_text": "sthamann/nyx-local-ai sthamann open_source other gold conditional try_now developers who want a coding-agent workflow without defaulting to hosted model billing teams comparing local or self-run agent ux across vs code and cursor ollama", "material_mover": false }, { "id": "evt_87cde4aa14a348ca7980", "entity_id": "gh:1jehuang/jcode", "item_url": "/item/1jehuang-jcode/", "title": "1jehuang/jcode", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 17319, "after": 17441, "explanation": "Stars changed: 17319 → 17441.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Coding Agent", "section": "AI Coding / Agent Ops", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers running coding agents every day", "teams standardizing advanced agent workflows" ], "risk_categories": [ "system" ], "search_text": "1jehuang/jcode 1jehuang open_source other gold conditional try_now developers running coding agents every day teams standardizing advanced agent workflows claude model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_87b529c1742a6b925356", "entity_id": "gh:jeidoban/ironsmith", "item_url": "/item/jeidoban-ironsmith/", "title": "Jeidoban/Ironsmith", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 316, "after": 317, "explanation": "Stars changed: 316 → 317.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Local AI / App Builders", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Mac power users", "indie builders" ], "risk_categories": [], "search_text": "jeidoban/ironsmith jeidoban open_source other gold conditional try_now mac power users indie builders", "material_mover": false }, { "id": "evt_877a309d8243c5bb5d91", "entity_id": "gh:sapientinc/hrm-text", "item_url": "/item/sapientinc-hrm-text/", "title": "sapientinc/HRM-Text", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1823, "after": 1829, "explanation": "Stars changed: 1823 → 1829.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Open 1B HRM-architecture text", "section": "Apache-2.0 1B text generation model + full", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "Research groups and engineering teams who want to pretrain a foundation model from scratch without a frontier-lab", "Academic research groups who need a reproducible, peer-reviewed pretraining framework (arXiv 2605.20613) that drops" ], "risk_categories": [], "search_text": "sapientinc/hrm-text sapientinc open_source other gold low try_now research groups and engineering teams who want to pretrain a foundation model from scratch without a frontier-lab compute budget: hrm-text is the apache-2.0 1b text generation model + full academic research groups who need a reproducible, peer-reviewed pretraining framework (arxiv 2605.20613)", "material_mover": false }, { "id": "evt_877812e0431e71a9e5e8", "entity_id": "gh:umputun/agterm", "item_url": "/item/umputun-agterm/", "title": "umputun/agterm", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 456, "after": 462, "explanation": "Stars changed: 456 → 462.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Native macOS terminal from", "section": "macOS Terminal for AI Coding-Agent Sessions", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI-coding power users, AI agent developers, automation builders, founders, creators, power users, and any developer", "Engineering teams that want at-a-glance visibility into many AI coding-agent sessions -- the agent-status hooks report" ], "risk_categories": [ "system" ], "search_text": "umputun/agterm umputun open_source other gold low try_now ai-coding power users, ai agent developers, automation builders, founders, creators, power users, and any developer running 3+ ai coding-agent sessions in parallel -- and who can pair umputun/agterm engineering teams that want at-a-glance visibility into many ai coding-agent sessions -- the agent-stat", "material_mover": false }, { "id": "evt_87222e81ad4006a84493", "entity_id": "gh:itechmeat/open-second-brain", "item_url": "/item/itechmeat-open-second-brain/", "title": "itechmeat/open-second-brain", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 154, "after": 194, "explanation": "Stars changed: 154 → 194.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Knowledge Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "People who want inspectable long-term memory for coding agents and assistant workflows", "Obsidian users who prefer Markdown files over a hosted memory product" ], "risk_categories": [], "search_text": "itechmeat/open-second-brain itechmeat open_source rag_knowledge rag_knowledge gold conditional try_now people who want inspectable long-term memory for coding agents and assistant workflows obsidian users who prefer markdown files over a hosted memory product", "material_mover": true }, { "id": "evt_870d4bf1b5ec26119c2b", "entity_id": "gh:huangruiteng/loopx", "item_url": "/item/loopx/", "title": "LoopX", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4358, "after": 4590, "explanation": "Stars changed: 4358 → 4590.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent frameworks and harnesses", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "engineering teams running multi-day coding loops with Codex, Claude Code, or Cursor that need durable state across", "research teams running benchmark or experiment loops whose decisions and evidence need to stay auditable" ], "risk_categories": [ "system" ], "search_text": "loopx huangruiteng open_source other gold none try_now engineering teams running multi-day coding loops with codex, claude code, or cursor that need durable state across restarts research teams running benchmark or experiment loops whose decisions and evidence need to stay auditable openai codex", "material_mover": true }, { "id": "evt_86d43403fd5de56b2b2c", "entity_id": "gh:bytedance/lance", "item_url": "/item/bytedance-lance/", "title": "bytedance/Lance", "category": "model", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1315, "after": 1319, "explanation": "Stars changed: 1315 → 1319.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "worth_watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Multimodal Model", "section": "Model Releases", "local_ai": true, "local_model_compatible": true, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "ML engineers testing unified multimodal stacks for product prototyping", "Researchers comparing one-model versus many-model image and video pipelines" ], "risk_categories": [], "search_text": "bytedance/lance bytedance open_source model model gold conditional worth_watch ml engineers testing unified multimodal stacks for product prototyping researchers comparing one-model versus many-model image and video pipelines", "material_mover": false }, { "id": "evt_86cb6c80d721bebd5404", "entity_id": "gh:joakimcarlsson/ai", "item_url": "/item/joakimcarlsson-ai/", "title": "JoakimCarlsson/ai", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "release-2026-07-31", "after": "release-2026-08-12", "explanation": "Version changed: release-2026-07-31 → release-2026-08-12.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "AI App Builders / Go", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Go backend teams", "developers building internal AI tools" ], "risk_categories": [], "search_text": "joakimcarlsson/ai joakimcarlsson open_source other silver conditional try_now go backend teams developers building internal ai tools anthropic model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_86c17a1e3a4807a89010", "entity_id": "gh:openai/codex", "item_url": "/item/openai-codex/", "title": "openai/codex", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 105540, "after": 105741, "explanation": "Stars changed: 105540 → 105741.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 9.4, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool / CLI", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "developers who want a terminal-native coding agent", "teams that need command-line productivity with visible diffs before commit" ], "risk_categories": [ "system" ], "search_text": "openai/codex openai open_source coding_agent coding_agent gold none try_now developers who want a terminal-native coding agent teams that need command-line productivity with visible diffs before commit", "material_mover": false }, { "id": "evt_85e81337e2b16a6920c5", "entity_id": "gh:raiyanyahya/how-to-train-your-gpt", "item_url": "/item/raiyanyahya-how-to-train-your-gpt/", "title": "raiyanyahya/how-to-train-your-gpt", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2339, "after": 2350, "explanation": "Stars changed: 2339 → 2350.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Research / LLM Training", "section": "MIT 12-Chapter LLM-From-Scratch Educational", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "raiyanyahya/how-to-train-your-gpt raiyanyahya open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_85cd61f3e223eadd987c", "entity_id": "gh:nvidia/cuvs", "item_url": "/item/nvidia-cuvs/", "title": "NVIDIA/cuvs", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 832, "after": 833, "explanation": "Stars changed: 832 → 833.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "nvidia/cuvs nvidia open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_85baa17ac9f28010c1b0", "entity_id": "gh:egoist-machines/lodedb", "item_url": "/item/egoist-machines-lodedb/", "title": "Egoist-Machines/LodeDB", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.1.0", "after": "v2.2.0", "explanation": "Version changed: v2.1.0 → v2.2.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Vector Database", "section": "Model Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers building local RAG or agent-memory features without standing up a separate database service", "Teams comparing embedded retrieval backends for LangChain, LlamaIndex, or mem0 workflows" ], "risk_categories": [], "search_text": "egoist-machines/lodedb egoist-machines open_source other gold none try_now developers building local rag or agent-memory features without standing up a separate database service teams comparing embedded retrieval backends for langchain, llamaindex, or mem0 workflows", "material_mover": false }, { "id": "evt_85a716589d8609092424", "entity_id": "gh:modem-dev/sideshow", "item_url": "/item/modem-dev-sideshow/", "title": "modem-dev/sideshow", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 495, "after": 511, "explanation": "Stars changed: 495 → 511.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI coding-agent users", "UI prototypers" ], "risk_categories": [ "sensitive", "system" ], "search_text": "modem-dev/sideshow modem-dev open_source other gold conditional try_now ai coding-agent users ui prototypers", "material_mover": false }, { "id": "evt_855ed853e3b6108e9b4f", "entity_id": "gh:iofficeai/aionui", "item_url": "/item/iofficeai-aionui/", "title": "iOfficeAI/AionUi", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 31906, "after": 31959, "explanation": "Stars changed: 31906 → 31959.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.41, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Workstation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers", "office teams" ], "risk_categories": [ "system" ], "search_text": "iofficeai/aionui iofficeai open_source other silver none try_now developers office teams claude code google gemini openai codex", "material_mover": false }, { "id": "evt_855ad8d3a7e597ac7262", "entity_id": "gh:defilantech/llmkube", "item_url": "/item/defilantech-llmkube/", "title": "defilantech/LLMKube", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "llmkube-0.9.16", "after": "llmkube-0.9.17", "explanation": "Version changed: llmkube-0.9.16 → llmkube-0.9.17.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Infrastructure", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "platform engineers", "self-hosting teams" ], "risk_categories": [], "search_text": "defilantech/llmkube defilantech open_source other silver conditional watch platform engineers self-hosting teams kubernetes self-hosted vllm", "material_mover": false }, { "id": "evt_8534dfc1123ab3ce10a9", "entity_id": "gh:manojmallick/sigmap", "item_url": "/item/manojmallick-sigmap/", "title": "manojmallick/sigmap", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 614, "after": 615, "explanation": "Stars changed: 614 → 615.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Deterministic code-grounding CLI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 7.8, "best_for": [ "developers who want a deterministic grounding check before trusting AI coding output", "teams running code-review or CI gates on AI-generated answers, plans, or patches" ], "risk_categories": [], "search_text": "manojmallick/sigmap manojmallick open_source other gold conditional try_now developers who want a deterministic grounding check before trusting ai coding output teams running code-review or ci gates on ai-generated answers, plans, or patches claude model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_8513d43c51213f4c1c5a", "entity_id": "gh:microsoft/debugmcp", "item_url": "/item/microsoft-debugmcp/", "title": "microsoft/DebugMCP", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 459, "after": 462, "explanation": "Stars changed: 459 → 462.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent debugging tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.3, "best_for": [ "developers using MCP-compatible coding agents who want grounded debugger access inside VS Code", "teams evaluating whether runtime inspection can improve agent-assisted bug fixing" ], "risk_categories": [], "search_text": "microsoft/debugmcp microsoft open_source other gold conditional try_now developers using mcp-compatible coding agents who want grounded debugger access inside vs code teams evaluating whether runtime inspection can improve agent-assisted bug fixing model context protocol model context protocol", "material_mover": false }, { "id": "evt_85120eb874d6ecc14d10", "entity_id": "gh:lance-format/lance", "item_url": "/item/lance-apache-2-0-open-lakehouse-format-for-multimodal-ai-100x-faster-ran/", "title": "Lance: Apache-2.0 Open Lakehouse Format for Multimodal AI (100x Faster Random Access vs Parquet, Vector + Full-Text Search, PyArrow / Pandas / DuckDB / Polars / Ray / Spark)", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v11.0.0-beta.6", "after": "v11.0.0-beta.8", "explanation": "Version changed: v11.0.0-beta.6 → v11.0.0-beta.8.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "lance: apache-2.0 open lakehouse format for multimodal ai (100x faster random access vs parquet, vector + full-text search, pyarrow / pandas / duckdb / polars / ray / spark) lance-format open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_85102ea56d46e8321f5f", "entity_id": "gh:langchain4j/langchain4j", "item_url": "/item/langchain4j-langchain4j/", "title": "langchain4j/langchain4j", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12852, "after": 12863, "explanation": "Stars changed: 12852 → 12863.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Framework", "section": "Java LLM Development", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Java developers", "Quarkus/Spring Boot teams" ], "risk_categories": [], "search_text": "langchain4j/langchain4j langchain4j open_source other gold none try_now java developers quarkus/spring boot teams anthropic google gemini hugging face milvus ollama openai pinecone", "material_mover": false }, { "id": "evt_84a158d9ec337feb56c1", "entity_id": "gh:mezmo/aura", "item_url": "/item/mezmo-aura/", "title": "mezmo/aura", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.1.19", "after": "v0.1.21", "explanation": "Version changed: v0.1.19 → v0.1.21.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "watch", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "AI Operations / SRE", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "SRE teams", "platform engineers" ], "risk_categories": [], "search_text": "mezmo/aura mezmo open_source other gold high watch sre teams platform engineers model context protocol ollama opentelemetry model context protocol", "material_mover": false }, { "id": "evt_848e47dfe998dfe49e85", "entity_id": "gh:startrail-org/leann", "item_url": "/item/startrail-org-leann/", "title": "StarTrail-org/LEANN", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12781, "after": 12785, "explanation": "Stars changed: 12781 → 12785.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "RAG and Knowledge Bases / Storage-Efficient", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "RAG application teams who need an MIT-licensed, open-source storage-efficient RAG engine from the MLsys2026 paper that", "AI agent builders who want native MCP integration so the RAG store can be exposed as a tool to MCP-aware clients" ], "risk_categories": [], "search_text": "startrail-org/leann startrail-org open_source rag_knowledge rag_knowledge gold low try_now rag application teams who need an mit-licensed, open-source storage-efficient rag engine from the mlsys2026 paper that delivers 97% storage savings while keeping retrieval fast, accurate, and 100% ai agent builders who want native mcp integration so the rag store can b", "material_mover": false }, { "id": "evt_8489fa407afb0732ba5e", "entity_id": "gh:getkimchi/kimchi", "item_url": "/item/getkimchi-kimchi/", "title": "getkimchi/kimchi", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2172, "after": 2174, "explanation": "Stars changed: 2172 → 2174.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Coding", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who want a terminal coding agent with stronger project-state continuity than a simple chat loop", "Teams comparing multi-model agent CLIs and looking for delegated model roles plus LSP support" ], "risk_categories": [ "system" ], "search_text": "getkimchi/kimchi getkimchi open_source other gold medium try_now developers who want a terminal coding agent with stronger project-state continuity than a simple chat loop teams comparing multi-model agent clis and looking for delegated model roles plus lsp support", "material_mover": false }, { "id": "evt_846ccfe52364f909582c", "entity_id": "gh:helvesec/rmux", "item_url": "/item/helvesec-rmux/", "title": "Helvesec/rmux", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2566, "after": 2572, "explanation": "Stars changed: 2566 → 2572.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Terminal", "section": "Dual-Licensed (MIT OR Apache-2.0) Modern Async", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "helvesec/rmux helvesec open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_841ca82fa39a86f3835e", "entity_id": "gh:irinabuht12-oss/google-meta-ads-ga4-mcp", "item_url": "/item/irinabuht12-oss-google-meta-ads-ga4-mcp/", "title": "irinabuht12-oss/google-meta-ads-ga4-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1056, "after": 1055, "explanation": "Stars changed: 1056 → 1055.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "irinabuht12-oss/google-meta-ads-ga4-mcp irinabuht12-oss open_source other silver conditional worth_watch ai developers technical founders claude model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_84145dba5b1381c8f1b4", "entity_id": "gh:suboss87/fdeops", "item_url": "/item/suboss87-fdeops/", "title": "suboss87/FDEOps", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v3.9.17", "after": "v3.10.2", "explanation": "Version changed: v3.9.17 → v3.10.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "worth_watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "MIT engagement-memory CLI and agent skill for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 7.8, "best_for": [ "forward-deployed engineers and consultants who need engagement context to survive across coding-agent sessions and", "agency developers running several clients who want one fieldbook folder per engagement instead of context bleed" ], "risk_categories": [], "search_text": "suboss87/fdeops suboss87 open_source other silver low worth_watch forward-deployed engineers and consultants who need engagement context to survive across coding-agent sessions and handoffs agency developers running several clients who want one fieldbook folder per engagement instead of context bleed", "material_mover": false }, { "id": "evt_83ee77b3f2baa17fdd9e", "entity_id": "gh:traceroot-ai/traceroot", "item_url": "/item/traceroot-ai-traceroot/", "title": "traceroot-ai/traceroot", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.3.8", "after": "v0.3.9", "explanation": "Version changed: v0.3.8 → v0.3.9.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "traceroot-ai/traceroot traceroot-ai open_source other research gold conditional try_now ai developers technical founders", "material_mover": false }, { "id": "evt_83bc98694b3e27f40429", "entity_id": "gh:paddlepaddle/fastdeploy", "item_url": "/item/paddlepaddle-fastdeploy/", "title": "PaddlePaddle/FastDeploy", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3705, "after": 3706, "explanation": "Stars changed: 3705 → 3706.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "LLM serving", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Teams deploying LLM / VLM inference on non-NVIDIA hardware (Ascend, DCU, XPU, MLU) and looking for a maintained", "Engineers integrating ERNIE 4.5 / ERNIE-4.5-VL into a production serving path with OpenAI-compatible endpoints" ], "risk_categories": [], "search_text": "paddlepaddle/fastdeploy paddlepaddle open_source inference_runtime inference_runtime silver conditional try_now teams deploying llm / vlm inference on non-nvidia hardware (ascend, dcu, xpu, mlu) and looking for a maintained apache-2.0 stack engineers integrating ernie 4.5 / ernie-4.5-vl into a production serving path with openai-compatible endpoints openai v", "material_mover": false }, { "id": "evt_83b42064823c3d830c46", "entity_id": "gh:maddada/ghostex", "item_url": "/item/maddada-ghostex/", "title": "maddada/Ghostex", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v7.6.0", "after": "v7.7.1", "explanation": "Version changed: v7.6.0 → v7.7.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Native macOS Ghostty Workspace", "section": "MIT native macOS desktop workspace built on", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent power users who run multiple coding agents (Claude Code, Codex, OpenCode, Pi Agent, Gemini, Copilot) and need", "macOS developers who do not want an Electron or Tauri wrapper and prefer a Swift-native Ghostty-based workspace with" ], "risk_categories": [ "system" ], "search_text": "maddada/ghostex maddada open_source other gold low try_now ai agent power users who run multiple coding agents (claude code, codex, opencode, pi agent, gemini, copilot) and need one persistent workspace to keep them all alive at once with split-pane macos developers who do not want an electron or tauri wrapper and prefer a swift-native ghostty-based workspac", "material_mover": false }, { "id": "evt_83b3e6492f9de528f6f1", "entity_id": "gh:framerslab/agentos", "item_url": "/item/framerslab-agentos/", "title": "framerslab/agentos", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 613, "after": 614, "explanation": "Stars changed: 613 → 614.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "TypeScript product teams building autonomous agents", "teams needing cognitive memory and agent-to-agent handoffs" ], "risk_categories": [], "search_text": "framerslab/agentos framerslab open_source agent_framework agent_framework gold conditional try_now typescript product teams building autonomous agents teams needing cognitive memory and agent-to-agent handoffs", "material_mover": false }, { "id": "evt_837df14ea0348eab325d", "entity_id": "gh:openagents-org/openagents", "item_url": "/item/openagents-org-openagents/", "title": "openagents-org/openagents", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "launcher-v0.9.7", "after": "launcher-v0.9.12", "explanation": "Version changed: launcher-v0.9.7 → launcher-v0.9.12.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Agent Frameworks & Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "teams running multiple agents that need a shared state substrate (memory, scratchpad, files) without building one from", "solo builders who want to compose pre-built agents into a workspace via a one-line bash or npm/pip installer" ], "risk_categories": [ "account" ], "search_text": "openagents-org/openagents openagents-org open_source other silver conditional try_now teams running multiple agents that need a shared state substrate (memory, scratchpad, files) without building one from scratch solo builders who want to compose pre-built agents into a workspace via a one-line bash or npm/pip installer", "material_mover": false }, { "id": "evt_835e8bebc5f02eaee777", "entity_id": "gh:chopratejas/headroom", "item_url": "/item/chopratejas-headroom/", "title": "chopratejas/headroom", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 66061, "after": 66207, "explanation": "Stars changed: 66061 → 66207.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI coding-agent users", "RAG builders" ], "risk_categories": [ "account" ], "search_text": "chopratejas/headroom chopratejas open_source other gold conditional try_now ai coding-agent users rag builders anthropic claude code langchain model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_83570b776daeccef151b", "entity_id": "gh:kortix-ai/suna", "item_url": "/item/kortix-ai-suna/", "title": "kortix-ai/suna", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 20094, "after": 20096, "explanation": "Stars changed: 20094 → 20096.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Agent Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "founders and ops leads building a self-hostable multi-agent command center", "platform engineers who want a code-owned, versioned agent runtime" ], "risk_categories": [], "search_text": "kortix-ai/suna kortix-ai open_source agent_framework agent_framework gold conditional try_now founders and ops leads building a self-hostable multi-agent command center platform engineers who want a code-owned, versioned agent runtime", "material_mover": false }, { "id": "evt_82e92749d808aee05a92", "entity_id": "gh:linuxrebel/docubrowser", "item_url": "/item/linuxrebel-docubrowser/", "title": "linuxrebel/DocuBrowser", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 524, "after": 525, "explanation": "Stars changed: 524 → 525.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local AI tools", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "local AI users", "researchers" ], "risk_categories": [ "sensitive" ], "search_text": "linuxrebel/docubrowser linuxrebel open_source rag_knowledge rag_knowledge gold conditional try_now local ai users researchers", "material_mover": false }, { "id": "evt_82d73d55a07748a9eacc", "entity_id": "gh:getkimchi/kimchi", "item_url": "/item/getkimchi-kimchi/", "title": "getkimchi/kimchi", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "canary", "after": "v0.1.87", "explanation": "Version changed: canary → v0.1.87.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Coding", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who want a terminal coding agent with stronger project-state continuity than a simple chat loop", "Teams comparing multi-model agent CLIs and looking for delegated model roles plus LSP support" ], "risk_categories": [ "system" ], "search_text": "getkimchi/kimchi getkimchi open_source other gold medium try_now developers who want a terminal coding agent with stronger project-state continuity than a simple chat loop teams comparing multi-model agent clis and looking for delegated model roles plus lsp support", "material_mover": false }, { "id": "evt_82b9f97707cc27e05165", "entity_id": "gh:h5i-dev/h5i", "item_url": "/item/h5i-dev-h5i/", "title": "h5i-dev/h5i", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.3.2", "after": "v0.3.3", "explanation": "Version changed: v0.3.2 → v0.3.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Ops", "section": "AI Coding / Agent Ops", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "engineering teams using coding agents", "developers who need cleaner audit trails" ], "risk_categories": [ "system" ], "search_text": "h5i-dev/h5i h5i-dev open_source coding_agent coding_agent gold conditional try_now engineering teams using coding agents developers who need cleaner audit trails claude code openai codex", "material_mover": false }, { "id": "evt_829b698bbdfa132312e5", "entity_id": "gh:duckbugio/flock", "item_url": "/item/duckbugio-flock/", "title": "duckbugio/flock", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 520, "after": 513, "explanation": "Stars changed: 520 → 513.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Multi-Agent", "section": "MIT Self-Hosted Multi-Agent Claude Code", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "duckbugio/flock duckbugio open_source other silver medium try_now ai developers technical founders self-hosted anthropic claude claude code", "material_mover": false }, { "id": "evt_82782786a6488eb243e7", "entity_id": "gh:betabots-llc/callimachus", "item_url": "/item/betabots-llc-callimachus/", "title": "BetaBots-LLC/callimachus", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "active", "after": "maintained", "explanation": "Maintenance changed: active → maintained.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App / Search", "section": "Developer Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers using multiple AI coding tools", "teams building internal agent workflows" ], "risk_categories": [], "search_text": "betabots-llc/callimachus betabots-llc open_source other silver conditional try_now developers using multiple ai coding tools teams building internal agent workflows claude code google gemini model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_825592fff3e5b4a3365a", "entity_id": "gh:accio-org/realreplicabench", "item_url": "/item/accio-org-realreplicabench/", "title": "Accio-org/RealReplicaBench", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1049, "after": 1050, "explanation": "Stars changed: 1049 → 1050.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Evals & Benchmarks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "agent-eval teams building reproducible long-horizon benchmarks", "agent-runtime authors who need a stable commerce workflow target" ], "risk_categories": [], "search_text": "accio-org/realreplicabench accio-org open_source other gold none try_now agent-eval teams building reproducible long-horizon benchmarks agent-runtime authors who need a stable commerce workflow target", "material_mover": false }, { "id": "evt_82448c9fa807bec343ab", "entity_id": "gh:ggwhite/4x", "item_url": "/item/ggwhite-4x/", "title": "ggwhite/4x", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 32, "after": 33, "explanation": "Stars changed: 32 → 33.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Workflow Orchestrator", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Teams formalizing multi-agent coding workflows", "Technical leads who want review and testing isolated from implementation" ], "risk_categories": [ "system" ], "search_text": "ggwhite/4x ggwhite open_source coding_agent coding_agent gold conditional try_now teams formalizing multi-agent coding workflows technical leads who want review and testing isolated from implementation claude", "material_mover": false }, { "id": "evt_81e3fd996d95a50c128f", "entity_id": "gh:vercel/eve", "item_url": "/item/vercel-eve/", "title": "vercel/eve", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4573, "after": 4603, "explanation": "Stars changed: 4573 → 4603.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Framework", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "TypeScript / Next.js teams that want to ship agents in the language they already use", "Vercel-platform teams looking for a code-first alternative to Dify / n8n / Flowise on the same stack" ], "risk_categories": [], "search_text": "vercel/eve vercel open_source other gold none try_now typescript / next.js teams that want to ship agents in the language they already use vercel-platform teams looking for a code-first alternative to dify / n8n / flowise on the same stack", "material_mover": false }, { "id": "evt_81df46fb54fa7947f0c4", "entity_id": "gh:bytedance/lance", "item_url": "/item/bytedance-lance/", "title": "bytedance/Lance", "category": "model", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "active", "after": "maintained", "explanation": "Maintenance changed: active → maintained.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "worth_watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Multimodal Model", "section": "Model Releases", "local_ai": true, "local_model_compatible": true, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "ML engineers testing unified multimodal stacks for product prototyping", "Researchers comparing one-model versus many-model image and video pipelines" ], "risk_categories": [], "search_text": "bytedance/lance bytedance open_source model model gold conditional worth_watch ml engineers testing unified multimodal stacks for product prototyping researchers comparing one-model versus many-model image and video pipelines", "material_mover": false }, { "id": "evt_819f4141482e8a6c6db8", "entity_id": "gh:generalaction/emdash", "item_url": "/item/emdash-apache-2-0-yc-w26-open-source-agentic-development-environment-run/", "title": "Emdash: Apache-2.0 YC W26 Open-Source Agentic Development Environment (Run Multiple Coding Agents in Parallel via Git Worktrees + Containerization + Orchestration, 5,101*)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5393, "after": 5402, "explanation": "Stars changed: 5393 → 5402.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "emdash: apache-2.0 yc w26 open-source agentic development environment (run multiple coding agents in parallel via git worktrees + containerization + orchestration, 5,101*) generalaction open_source other gold low try_now ai developers technical founders docker claude code openai", "material_mover": false }, { "id": "evt_813c60673a859cdc7371", "entity_id": "gh:andyyyy64/whichllm", "item_url": "/item/andyyyy64-whichllm/", "title": "Andyyyy64/whichllm", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6225, "after": 6238, "explanation": "Stars changed: 6225 → 6238.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Performance", "local_ai": true, "local_model_compatible": true, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers", "makers" ], "risk_categories": [], "search_text": "andyyyy64/whichllm andyyyy64 open_source other silver none watch developers makers hugging face ollama", "material_mover": false }, { "id": "evt_8134d95d91f221788c8a", "entity_id": "gh:yurineko73/godot-mcp-native", "item_url": "/item/yurineko73-godot-mcp-native/", "title": "yurineko73/Godot-MCP-Native", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 685, "after": 688, "explanation": "Stars changed: 685 → 688.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Game Engine MCP", "section": "MIT Native Godot 4.x MCP Plugin with 155 Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [], "search_text": "yurineko73/godot-mcp-native yurineko73 open_source coding_agent coding_agent silver low try_now software engineers developer-tool teams", "material_mover": false }, { "id": "evt_810120fbe5ade582a419", "entity_id": "gh:openosint/openosint", "item_url": "/item/openosint-openosint/", "title": "OpenOSINT/OpenOSINT", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1394, "after": 1399, "explanation": "Stars changed: 1394 → 1399.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Coding / Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "security researchers and bug bounty hunters who want an agent-friendly OSINT surface they can drive from the CLI or MCP", "journalists and investigators who need a self-hostable OSINT workflow instead of paid SaaS lookups" ], "risk_categories": [ "system" ], "search_text": "openosint/openosint openosint open_source other silver conditional try_now security researchers and bug bounty hunters who want an agent-friendly osint surface they can drive from the cli or mcp journalists and investigators who need a self-hostable osint workflow instead of paid saas lookups anthropic claude model context protocol model context protocol", "material_mover": false }, { "id": "evt_80a0bf693030e0919a11", "entity_id": "gh:eunomia-bpf/agentsight", "item_url": "/item/eunomia-bpf-agentsight/", "title": "eunomia-bpf/agentsight", "category": "security", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.0.15", "after": "v1.0.18", "explanation": "Version changed: v1.0.15 → v1.0.18.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "security teams", "agent platform teams" ], "risk_categories": [ "sensitive" ], "search_text": "eunomia-bpf/agentsight eunomia-bpf open_source security security gold conditional watch security teams agent platform teams", "material_mover": false }, { "id": "evt_80339264835f6e3dc6c4", "entity_id": "gh:officecli/officedex", "item_url": "/item/officecli-officedex/", "title": "officecli/officedex", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 915, "after": 924, "explanation": "Stars changed: 915 → 924.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Desktop App", "section": "Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Operators and teams generating client-ready docs, decks, and spreadsheets with AI", "People who want inline preview without installing Microsoft Office locally" ], "risk_categories": [], "search_text": "officecli/officedex officecli open_source other gold conditional try_now operators and teams generating client-ready docs, decks, and spreadsheets with ai people who want inline preview without installing microsoft office locally", "material_mover": false }, { "id": "evt_801e05993a0fd8880ddf", "entity_id": "gh:luoyuctl/agenttrace", "item_url": "/item/luoyuctl-agenttrace/", "title": "luoyuctl/agenttrace", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 118, "after": 119, "explanation": "Stars changed: 118 → 119.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Observability", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Teams tracking spend and latency across multiple coding-agent tools", "Developers diagnosing slow or failure-prone agent sessions" ], "risk_categories": [], "search_text": "luoyuctl/agenttrace luoyuctl open_source other gold none try_now teams tracking spend and latency across multiple coding-agent tools developers diagnosing slow or failure-prone agent sessions claude code", "material_mover": false }, { "id": "evt_7fe691f3ede4def2ff16", "entity_id": "gh:raiyanyahya/recall", "item_url": "/item/raiyanyahya-recall/", "title": "raiyanyahya/recall", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 738, "after": 739, "explanation": "Stars changed: 738 → 739.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Claude Code Durable Memory (Offline)", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "AI coding-agent teams who want an MIT-licensed, fully-offline Claude Code memory plugin so the agent stops", "Claude Code power users who want durable project memory without handing project context to a hosted memory SaaS" ], "risk_categories": [ "account" ], "search_text": "raiyanyahya/recall raiyanyahya open_source rag_knowledge rag_knowledge silver low try_now ai coding-agent teams who want an mit-licensed, fully-offline claude code memory plugin so the agent stops re-explaining the same project context every session claude code power users who want durable project memory without handing project context to a hosted memory saa", "material_mover": false }, { "id": "evt_7f4b1fef166cb990e4e7", "entity_id": "gh:microsoft/onnxruntime", "item_url": "/item/onnx-runtime-mit-microsoft-cross-platform-ml-inference-training-accelera/", "title": "ONNX Runtime: MIT Microsoft Cross-Platform ML Inference + Training Accelerator (21,042*, ONNX Standard, CPU/GPU/NPU Hardware Acceleration, 100+ Models Supported)", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 21360, "after": 21369, "explanation": "Stars changed: 21360 → 21369.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "inference_runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [], "search_text": "onnx runtime: mit microsoft cross-platform ml inference + training accelerator (21,042*, onnx standard, cpu/gpu/npu hardware acceleration, 100+ models supported) microsoft open_source inference_runtime inference_runtime gold low try_now ml infrastructure engineers model-serving teams", "material_mover": false }, { "id": "evt_7f45d0302f9247f3725a", "entity_id": "gh:iofficeai/officecli", "item_url": "/item/iofficeai-officecli/", "title": "iOfficeAI/OfficeCLI", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.0.143", "after": "v1.0.144", "explanation": "Version changed: v1.0.143 → v1.0.144.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.41, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "candidate", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "iofficeai/officecli iofficeai open_source other creative_tool gold none try_now ai developers technical founders claude code openai codex", "material_mover": false }, { "id": "evt_7f3950e84c8cb5241e13", "entity_id": "gh:homeassistant-ai/ha-mcp", "item_url": "/item/homeassistant-ai-ha-mcp/", "title": "homeassistant-ai/ha-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4368, "after": 4373, "explanation": "Stars changed: 4368 → 4373.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "conditional", "verdict": "watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Platform", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "smarthome operators experimenting with AI-driven automation", "hobbyists testing MCP integration in local IoT environments" ], "risk_categories": [], "search_text": "homeassistant-ai/ha-mcp homeassistant-ai open_source other bronze conditional watch smarthome operators experimenting with ai-driven automation hobbyists testing mcp integration in local iot environments claude model context protocol model context protocol", "material_mover": false }, { "id": "evt_7efc51c0a1d9128bbc86", "entity_id": "gh:alookai/alook", "item_url": "/item/alookai-alook/", "title": "alookai/alook", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.1.2", "after": "v0.1.7", "explanation": "Version changed: v0.1.2 → v0.1.7.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "worth_watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Collaboration", "section": "Agents and Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 4.2, "best_for": [ "Founders and operators experimenting with always-on local agent teams", "Developers who want email and scheduling wrapped around coding agents" ], "risk_categories": [], "search_text": "alookai/alook alookai open_source other agent_framework gold high worth_watch founders and operators experimenting with always-on local agent teams developers who want email and scheduling wrapped around coding agents claude code openai codex", "material_mover": false }, { "id": "evt_7ef63e236c46845e394b", "entity_id": "gh:trustgraph-ai/trustgraph", "item_url": "/item/trustgraph-ai-trustgraph/", "title": "trustgraph-ai/trustgraph", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2505, "after": 2515, "explanation": "Stars changed: 2505 → 2515.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Context engineering infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 4.7, "best_for": [ "teams exploring graph-grounded retrieval and persistent context for agent systems", "developers who want an open infrastructure layer for ingestion, orchestration, and model connectors" ], "risk_categories": [ "provenance" ], "search_text": "trustgraph-ai/trustgraph trustgraph-ai open_source other silver conditional worth_watch teams exploring graph-grounded retrieval and persistent context for agent systems developers who want an open infrastructure layer for ingestion, orchestration, and model connectors", "material_mover": false }, { "id": "evt_7ef3267effcfdaa3757c", "entity_id": "gh:safishamsi/graphify", "item_url": "/item/safishamsi-graphify/", "title": "safishamsi/graphify", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 105599, "after": 105989, "explanation": "Stars changed: 105599 → 105989.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "RAG / Knowledge Graphs", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI coding-agent users", "large-codebase maintainers" ], "risk_categories": [], "search_text": "safishamsi/graphify safishamsi open_source other gold conditional try_now ai coding-agent users large-codebase maintainers claude code google gemini model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_7ecb43ca4d6a379e336e", "entity_id": "gh:tencentcloud/tencentdb-agent-memory", "item_url": "/item/tencentcloud-tencentdb-agent-memory/", "title": "TencentCloud/TencentDB-Agent-Memory", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 20459, "after": 21162, "explanation": "Stars changed: 20459 → 21162.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "agent teams burning tokens on long-horizon tasks who need to cut tool-log overhead without losing recall", "teams running OpenClaw or Hermes Agent who want a drop-in memory plugin instead of writing their own Mem0/Zep layer" ], "risk_categories": [ "account" ], "search_text": "tencentcloud/tencentdb-agent-memory tencentcloud open_source other silver none try_now agent teams burning tokens on long-horizon tasks who need to cut tool-log overhead without losing recall teams running openclaw or hermes agent who want a drop-in memory plugin instead of writing their own mem0/zep layer", "material_mover": true }, { "id": "evt_7eca43c0c676ed6c388b", "entity_id": "gh:karpathy/autoresearch", "item_url": "/item/karpathy-autoresearch/", "title": "karpathy/autoresearch", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 93731, "after": 93805, "explanation": "Stars changed: 93731 → 93805.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "AI tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Single-GPU LLM pretraining research on an H100 with a 5-minute-per-experiment budget", "Autonomous overnight research loops where the agent edits the training code (architecture, optimizer, hyperparameters)" ], "risk_categories": [], "search_text": "karpathy/autoresearch karpathy open_source other gold low try_now single-gpu llm pretraining research on an h100 with a 5-minute-per-experiment budget autonomous overnight research loops where the agent edits the training code (architecture, optimizer, hyperparameters) and the human programs the program.md research-org specification", "material_mover": false }, { "id": "evt_7ebbc3f8e1e16269c562", "entity_id": "gh:miromindai/mirothinker", "item_url": "/item/miromindai-mirothinker/", "title": "MiroMindAI/MiroThinker", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8370, "after": 8371, "explanation": "Stars changed: 8370 → 8371.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "worth_watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Research", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers and analysts who want a transparent self-hostable deep-research agent", "AI builders who want to inspect and customize a deep-research agent loop on a permissive license" ], "risk_categories": [], "search_text": "miromindai/mirothinker miromindai open_source other gold low worth_watch researchers and analysts who want a transparent self-hostable deep-research agent ai builders who want to inspect and customize a deep-research agent loop on a permissive license", "material_mover": false }, { "id": "evt_7ea6e5ba7088bdc6b77b", "entity_id": "gh:rowboatlabs/rowboat", "item_url": "/item/rowboatlabs-rowboat/", "title": "rowboatlabs/rowboat", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 17173, "after": 17214, "explanation": "Stars changed: 17173 → 17214.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [], "search_text": "rowboatlabs/rowboat rowboatlabs open_source agent_framework agent_framework silver high watch agent builders ai platform engineers claude code", "material_mover": false }, { "id": "evt_7ea4c67868a2fa80f624", "entity_id": "gh:fellouai/eko", "item_url": "/item/fellouai-eko/", "title": "FellouAI/eko", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4948, "after": 4949, "explanation": "Stars changed: 4948 → 4949.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent frameworks and orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "JavaScript / TypeScript teams building production agentic workflows with browser and Node.js targets", "developers integrating MCP servers into a multi-agent orchestration layer" ], "risk_categories": [], "search_text": "fellouai/eko fellouai open_source other silver conditional try_now javascript / typescript teams building production agentic workflows with browser and node.js targets developers integrating mcp servers into a multi-agent orchestration layer", "material_mover": false }, { "id": "evt_7e962e07aaaf36746cce", "entity_id": "gh:0xshug0/audio.cpp", "item_url": "/item/0xshug0-audio-cpp/", "title": "0xShug0/audio.cpp", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1296, "after": 1313, "explanation": "Stars changed: 1296 → 1313.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Inference Engine", "section": "Local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Developers building local speech and voice features", "Inference engineers comparing native audio runtimes with Python reference stacks" ], "risk_categories": [], "search_text": "0xshug0/audio.cpp 0xshug0 open_source inference_runtime inference_runtime gold medium try_now developers building local speech and voice features inference engineers comparing native audio runtimes with python reference stacks", "material_mover": false }, { "id": "evt_7e86b5c7c068ac28141f", "entity_id": "gh:zzet/gortex", "item_url": "/item/zzet-gortex/", "title": "zzet/gortex", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.63.2", "after": "v0.63.3", "explanation": "Version changed: v0.63.2 → v0.63.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Code Intelligence", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers using coding agents", "large codebase maintainers" ], "risk_categories": [ "account" ], "search_text": "zzet/gortex zzet open_source other gold conditional watch developers using coding agents large codebase maintainers claude code", "material_mover": false }, { "id": "evt_7e4157efee3567c7d4d2", "entity_id": "gh:mervinpraison/praisonai", "item_url": "/item/mervinpraison-praisonai/", "title": "MervinPraison/PraisonAI", "category": "agent_framework", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v4.6.161", "after": "v4.6.162", "explanation": "Version changed: v4.6.161 → v4.6.162.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework / SDK", "section": "Production-Grade Multi-Agent AI Workforce", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [ "system" ], "search_text": "mervinpraison/praisonai mervinpraison open_source agent_framework agent_framework gold low try_now agent builders ai platform engineers", "material_mover": false }, { "id": "evt_7e343316b76ae21c7cb3", "entity_id": "gh:agno-agi/agno", "item_url": "/item/agno-agi-agno/", "title": "agno-agi/agno", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 41681, "after": 41692, "explanation": "Stars changed: 41681 → 41692.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "backend builders", "automation teams" ], "risk_categories": [], "search_text": "agno-agi/agno agno-agi open_source agent_framework agent_framework gold conditional try_now backend builders automation teams", "material_mover": false }, { "id": "evt_7e23372c8a8e7470aaf9", "entity_id": "gh:composiohq/composio", "item_url": "/item/composiohq-composio/", "title": "ComposioHQ/composio", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "@composio/cli@0.3.4-beta.349", "after": "@composio/cli@0.3.4-beta.351", "explanation": "Version changed: @composio/cli@0.3.4-beta.349 → @composio/cli@0.3.4-beta.351.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Integrations", "section": "AI Agents / Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "agent builders integrating Gmail, Slack, GitHub, Notion, and other tools", "teams that do not want to maintain hundreds of one-off app connectors" ], "risk_categories": [ "system", "account" ], "search_text": "composiohq/composio composiohq open_source other gold conditional try_now agent builders integrating gmail, slack, github, notion, and other tools teams that do not want to maintain hundreds of one-off app connectors model context protocol model context protocol", "material_mover": false }, { "id": "evt_7e213b0e04dd176fbde1", "entity_id": "gh:withcoral/coral", "item_url": "/item/withcoral-coral/", "title": "withcoral/coral", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4998, "after": 4996, "explanation": "Stars changed: 4998 → 4996.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Data Infrastructure", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Agent-platform builders who need one query surface over internal APIs and files", "Developers wiring MCP clients into real operational data without custom per-tool wrappers" ], "risk_categories": [], "search_text": "withcoral/coral withcoral open_source data_tooling data_tooling gold conditional try_now agent-platform builders who need one query surface over internal apis and files developers wiring mcp clients into real operational data without custom per-tool wrappers", "material_mover": false }, { "id": "evt_7e18d90ac2dce7d3395c", "entity_id": "gh:google-deepmind/weathernext", "item_url": "/item/google-deepmind-weathernext/", "title": "google-deepmind/weathernext", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7475, "after": 7482, "explanation": "Stars changed: 7475 → 7482.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Scientific AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "climate-tech and forecasting teams", "scientific Python developers working on weather pipelines" ], "risk_categories": [], "search_text": "google-deepmind/weathernext google-deepmind open_source other gold none try_now climate-tech and forecasting teams scientific python developers working on weather pipelines", "material_mover": false }, { "id": "evt_7def648409d7a45b8e09", "entity_id": "gh:chromedevtools/chrome-devtools-mcp", "item_url": "/item/chromedevtools-chrome-devtools-mcp/", "title": "ChromeDevTools/chrome-devtools-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 49026, "after": 49101, "explanation": "Stars changed: 49026 → 49101.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "frontend developers", "AI coding-agent users" ], "risk_categories": [ "sensitive" ], "search_text": "chromedevtools/chrome-devtools-mcp chromedevtools open_source other gold conditional try_now frontend developers ai coding-agent users model context protocol model context protocol", "material_mover": false }, { "id": "evt_7db836784baffd71a548", "entity_id": "gh:eunomia-bpf/actplane", "item_url": "/item/eunomia-bpf-actplane/", "title": "eunomia-bpf/ActPlane", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 85, "after": 86, "explanation": "Stars changed: 85 → 86.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Infrastructure Tool", "section": "Agent Security / Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Teams hardening coding-agent runtimes on Linux", "Security engineers testing lower-level controls for autonomous agent workflows" ], "risk_categories": [ "system" ], "search_text": "eunomia-bpf/actplane eunomia-bpf open_source security security gold medium try_now teams hardening coding-agent runtimes on linux security engineers testing lower-level controls for autonomous agent workflows", "material_mover": false }, { "id": "evt_7d980772bfaa46aac222", "entity_id": "gh:ayushh0110/screenmind", "item_url": "/item/ayushh0110-screenmind/", "title": "ayushh0110/ScreenMind", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 198, "after": 199, "explanation": "Stars changed: 198 → 199.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Screen Memory", "section": "Local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Local-AI users who want searchable screen history without a cloud backend", "Researchers and builders studying screen-memory UX, privacy, and retrieval patterns" ], "risk_categories": [ "sensitive" ], "search_text": "ayushh0110/screenmind ayushh0110 open_source rag_knowledge rag_knowledge gold conditional try_now local-ai users who want searchable screen history without a cloud backend researchers and builders studying screen-memory ux, privacy, and retrieval patterns", "material_mover": false }, { "id": "evt_7d67e72bdd658fd74e4d", "entity_id": "gh:googlecloudplatform/agent-starter-pack", "item_url": "/item/googlecloudplatform-agent-starter-pack/", "title": "GoogleCloudPlatform/agent-starter-pack", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6533, "after": 6534, "explanation": "Stars changed: 6533 → 6534.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Agent Deployment", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Teams moving an internal agent prototype toward a real cloud deployment", "Developers who want prebuilt CI, evaluation, and observability patterns for agent apps" ], "risk_categories": [], "search_text": "googlecloudplatform/agent-starter-pack googlecloudplatform open_source agent_framework agent_framework gold conditional try_now teams moving an internal agent prototype toward a real cloud deployment developers who want prebuilt ci, evaluation, and observability patterns for agent apps google gemini", "material_mover": false }, { "id": "evt_7d33f5a3de306c96f05a", "entity_id": "gh:darkrishabh/agent-skills-eval", "item_url": "/item/darkrishabh-agent-skills-eval/", "title": "darkrishabh/agent-skills-eval", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 663, "after": 664, "explanation": "Stars changed: 663 → 664.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MIT test runner for Anthropic", "section": "darkrishabh/agent-skills-eval is the MIT", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "**Agent Skills authors who want receipts** — `agent-skills-eval` runs the same prompt twice (with_skill vs", "**Claude Code / Codex / OpenClaw / Hermes Agent skill library maintainers** — the test runner is intentionally" ], "risk_categories": [], "search_text": "darkrishabh/agent-skills-eval darkrishabh open_source other gold none try_now **agent skills authors who want receipts** — `agent-skills-eval` runs the same prompt twice (with_skill vs without_skill), has a judge model grade both, produces a side-by-side html report so the **claude code / codex / openclaw / hermes agent skill library maintainers** — the", "material_mover": false }, { "id": "evt_7cea85db90b2da69d280", "entity_id": "gh:mempalace/mempalace", "item_url": "/item/mempalace-mempalace/", "title": "MemPalace/mempalace", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 58326, "after": 58343, "explanation": "Stars changed: 58326 → 58343.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Memory / Local-First", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Claude Code users", "MCP users" ], "risk_categories": [], "search_text": "mempalace/mempalace mempalace open_source rag_knowledge rag_knowledge gold conditional try_now claude code users mcp users model context protocol model context protocol", "material_mover": false }, { "id": "evt_7cda72c86da852df2c61", "entity_id": "gh:comfy-org/comfy-skills", "item_url": "/item/comfy-org-comfy-skills/", "title": "Comfy-Org/comfy-skills", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 137, "after": 141, "explanation": "Stars changed: 137 → 141.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "creative_tool", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "technical creators", "product teams" ], "risk_categories": [], "search_text": "comfy-org/comfy-skills comfy-org open_source creative_tool creative_tool silver none try_now technical creators product teams claude model context protocol model context protocol", "material_mover": false }, { "id": "evt_7cd3ba88e1a79545f52e", "entity_id": "gh:modiqo/skillspec", "item_url": "/item/modiqo-skillspec/", "title": "modiqo/skillspec", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 819, "after": 818, "explanation": "Stars changed: 819 → 818.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Rust CLI for auditing and", "section": "Agent Skills", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Any developer or team that ships agent skills (Claude Code, Codex, Cursor, OpenCode, OpenClaw) and has watched an", "Anyone who needs a structured contract for an agent skill — `skill.spec.yml` lists when to use the skill, which route" ], "risk_categories": [], "search_text": "modiqo/skillspec modiqo open_source other gold low try_now any developer or team that ships agent skills (claude code, codex, cursor, opencode, openclaw) and has watched an agent follow the broad task but skip a late safety rule, grab an undeclared tool, or anyone who needs a structured contract for an agent skill — `skill.spec.yml` lists when to use the s", "material_mover": false }, { "id": "evt_7ca80f835ef7c96a8c99", "entity_id": "gh:internlm/lmdeploy", "item_url": "/item/internlm-lmdeploy-v0-13-0/", "title": "InternLM/lmdeploy v0.13.0", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8000, "after": 8005, "explanation": "Stars changed: 8000 → 8005.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "LLM Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "LLM platform operators", "inference infra teams" ], "risk_categories": [], "search_text": "internlm/lmdeploy v0.13.0 internlm open_source inference_runtime inference_runtime gold none try_now llm platform operators inference infra teams", "material_mover": false }, { "id": "evt_7c855492f026d5d43b0d", "entity_id": "gh:provos/ironcurtain", "item_url": "/item/provos-ironcurtain/", "title": "provos/ironcurtain", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 575, "after": 576, "explanation": "Stars changed: 575 → 576.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Security / Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "agent platform engineers", "security teams" ], "risk_categories": [], "search_text": "provos/ironcurtain provos open_source security security gold none try_now agent platform engineers security teams model context protocol model context protocol", "material_mover": false }, { "id": "evt_7c83abe23914736170ec", "entity_id": "gh:open-gitagent/gitagent", "item_url": "/item/open-gitagent-gitagent/", "title": "open-gitagent/gitagent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 644, "after": 646, "explanation": "Stars changed: 644 → 646.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Agent Frameworks & Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "teams that want reproducible, auditable agents where every personality/memory change is a commit", "solo builders who want to fork and remix agents like code (branch a personality, diff rules)" ], "risk_categories": [], "search_text": "open-gitagent/gitagent open-gitagent open_source other silver conditional try_now teams that want reproducible, auditable agents where every personality/memory change is a commit solo builders who want to fork and remix agents like code (branch a personality, diff rules) anthropic", "material_mover": false }, { "id": "evt_7c6a756911e159e8461c", "entity_id": "gh:tencent-hunyuan/hunyuan3d-worldclaw", "item_url": "/item/tencent-hunyuan-hunyuan3d-worldclaw/", "title": "Tencent-Hunyuan/Hunyuan3D-WorldClaw", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 9.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model", "section": "3D World Generation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "game / XR / simulation developers who need editable open-world 3D from a prompt", "researchers benchmarking agentic 3D generation against diffusion-only baselines" ], "risk_categories": [], "search_text": "tencent-hunyuan/hunyuan3d-worldclaw tencent-hunyuan open_source other gold low try_now game / xr / simulation developers who need editable open-world 3d from a prompt researchers benchmarking agentic 3d generation against diffusion-only baselines", "material_mover": false }, { "id": "evt_7c0114561b9cb22551cb", "entity_id": "gh:fancyboi999/open-tag", "item_url": "/item/fancyboi999-open-tag/", "title": "fancyboi999/open-tag", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 159, "after": 160, "explanation": "Stars changed: 159 → 160.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Workspace", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 4.2, "best_for": [ "Teams exploring shared workspaces for humans and coding agents instead of isolated terminal sessions", "Self-hosters who want a multi-runtime alternative to a closed hosted teammate product" ], "risk_categories": [ "system" ], "search_text": "fancyboi999/open-tag fancyboi999 open_source other agent_framework silver conditional worth_watch teams exploring shared workspaces for humans and coding agents instead of isolated terminal sessions self-hosters who want a multi-runtime alternative to a closed hosted teammate product self-hosted claude code openai codex", "material_mover": false }, { "id": "evt_7b7648cbbdd18c4ae0dd", "entity_id": "gh:abundantbeing/hermes-browser-extension", "item_url": "/item/abundantbeing-hermes-browser-extension/", "title": "abundantbeing/hermes-browser-extension", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1198, "after": 1201, "explanation": "Stars changed: 1198 → 1201.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Browser Extension", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Hermes users who want page context in the agent without a separate copy-paste loop", "Developers evaluating safer browser-to-agent integration patterns" ], "risk_categories": [], "search_text": "abundantbeing/hermes-browser-extension abundantbeing open_source other silver conditional try_now hermes users who want page context in the agent without a separate copy-paste loop developers evaluating safer browser-to-agent integration patterns", "material_mover": false }, { "id": "evt_7b6f162072c9047db8f8", "entity_id": "gh:netease-youdao/lobsterai", "item_url": "/item/netease-youdao-lobsterai/", "title": "netease-youdao/LobsterAI", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5873, "after": 5886, "explanation": "Stars changed: 5873 → 5886.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Desktop / Cowork", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI power users who want a self-hostable desktop-grade office assistant agent that runs tools on the real desktop", "knowledge workers who need Cowork-mode approval gating for sensitive actions like file edits and shell commands" ], "risk_categories": [ "sensitive", "system" ], "search_text": "netease-youdao/lobsterai netease-youdao open_source other gold medium try_now ai power users who want a self-hostable desktop-grade office assistant agent that runs tools on the real desktop knowledge workers who need cowork-mode approval gating for sensitive actions like file edits and shell commands model context protocol model context protocol", "material_mover": false }, { "id": "evt_7b635df90e35953aab92", "entity_id": "gh:kucherenko/jscpd", "item_url": "/item/kucherenko-jscpd/", "title": "kucherenko/jscpd", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v5.0.14", "after": "v4.3.0", "explanation": "Version changed: v5.0.14 → v4.3.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "AI Coding / Code Quality", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "engineering leads who want a fast, self-hostable copy/paste detector that fits into CI", "code-review teams that want AI-friendly duplicate-code reports across many languages" ], "risk_categories": [ "account" ], "search_text": "kucherenko/jscpd kucherenko open_source coding_agent coding_agent silver low try_now engineering leads who want a fast, self-hostable copy/paste detector that fits into ci code-review teams that want ai-friendly duplicate-code reports across many languages model context protocol model context protocol", "material_mover": false }, { "id": "evt_7afbf70b2076060918d5", "entity_id": "gh:mcp-use/mcp-use", "item_url": "/item/mcp-use-mcp-use/", "title": "mcp-use/mcp-use", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10481, "after": 10486, "explanation": "Stars changed: 10481 → 10486.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "MCP / AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "LLM platform teams", "MCP builders" ], "risk_categories": [], "search_text": "mcp-use/mcp-use mcp-use open_source other gold conditional try_now llm platform teams mcp builders claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_7af93fbebefe48cdaa94", "entity_id": "gh:first-fluke/oh-my-agent", "item_url": "/item/first-fluke-oh-my-agent/", "title": "first-fluke/oh-my-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1221, "after": 1225, "explanation": "Stars changed: 1221 → 1225.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 6.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Portable Multi-Agent Coding Harness", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "first-fluke/oh-my-agent first-fluke open_source other silver low try_now ai developers technical founders claude code openai codex", "material_mover": false }, { "id": "evt_7aec7c0f6ac47a421981", "entity_id": "gh:ai-dynamo/dynamo", "item_url": "/item/nvidia-dynamo-apache-2-0-datacenter-scale-distributed-llm-inference-serv/", "title": "NVIDIA Dynamo: Apache-2.0 Datacenter-Scale Distributed LLM Inference Serving (Disaggregated Prefill + Decode, KV-Cache Routing)", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7743, "after": 7756, "explanation": "Stars changed: 7743 → 7756.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "inference_runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "AI infra / SRE teams deploying LLM inference at datacenter scale (NVIDIA H100/H200/Blackwell clusters) who want the", "AI infra + disaggregated-prefill-decode-serving users that want the disaggregated prefill + decode serving (separate" ], "risk_categories": [ "account" ], "search_text": "nvidia dynamo: apache-2.0 datacenter-scale distributed llm inference serving (disaggregated prefill + decode, kv-cache routing) ai-dynamo open_source inference_runtime inference_runtime gold low try_now ai infra / sre teams deploying llm inference at datacenter scale (nvidia h100/h200/blackwell clusters) who want the lowest possible ttft and the highest poss", "material_mover": false }, { "id": "evt_7ad26c2be1a931956089", "entity_id": "gh:aaronjmars/aeon", "item_url": "/item/aeon-fork-and-configure-autonomous-agent-framework-on-github-actions/", "title": "Aeon: Fork-and-Configure Autonomous Agent Framework on GitHub Actions", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 650, "after": 657, "explanation": "Stars changed: 650 → 657.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI agent developers, GitHub Actions users, Claude Code / Grok users, autonomous-agent users, MCP-server developers", "AI agent developers + GitHub Actions users that want the GitHub Actions native (each run is a fresh, headless Claude" ], "risk_categories": [], "search_text": "aeon: fork-and-configure autonomous agent framework on github actions aaronjmars open_source other silver low try_now ai agent developers, github actions users, claude code / grok users, autonomous-agent users, mcp-server developers, scheduling/automation users, ai-curious readers tracking the ai agent developers + github actions users that want the github a", "material_mover": false }, { "id": "evt_7ab272db8024d68a9383", "entity_id": "gh:paean-ai/deeptide", "item_url": "/item/paean-ai-deeptide/", "title": "paean-ai/deeptide", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1001, "after": 1014, "explanation": "Stars changed: 1001 → 1014.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers who switch between terminal and desktop agent workflows", "Mac users who want a native coding-agent app instead of an Electron editor shell" ], "risk_categories": [ "system" ], "search_text": "paean-ai/deeptide paean-ai open_source coding_agent coding_agent gold conditional try_now developers who switch between terminal and desktop agent workflows mac users who want a native coding-agent app instead of an electron editor shell", "material_mover": false }, { "id": "evt_7a9e7adfd3a9fc12d5c6", "entity_id": "gh:hkuds/nanobot", "item_url": "/item/hkuds-nanobot/", "title": "HKUDS/nanobot", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 46897, "after": 46943, "explanation": "Stars changed: 46897 → 46943.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "personal automation users", "agent-framework evaluators" ], "risk_categories": [ "sensitive", "account" ], "search_text": "hkuds/nanobot hkuds open_source agent_framework agent_framework gold conditional watch personal automation users agent-framework evaluators self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_7a5dd83a4861df2d606e", "entity_id": "gh:cline/cline", "item_url": "/item/cline-apache-2-0-official-open-source-ai-coding-agent-for-vs-code-jetbra/", "title": "Cline: Apache-2.0 Official Open-Source AI Coding Agent for VS Code + JetBrains + CLI (64,465*, MCP-Native, Plan/Act Dual Mode, Browser + Terminal + File Editing)", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 66055, "after": 66141, "explanation": "Stars changed: 66055 → 66141.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "coding_agent", "local_ai": true, "local_model_compatible": true, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [ "system" ], "search_text": "cline: apache-2.0 official open-source ai coding agent for vs code + jetbrains + cli (64,465*, mcp-native, plan/act dual mode, browser + terminal + file editing) cline open_source coding_agent coding_agent gold medium try_now software engineers developer-tool teams", "material_mover": false }, { "id": "evt_7a160bda71a4dbb69489", "entity_id": "gh:onyx-dot-app/onyx", "item_url": "/item/onyx-v4-1-3/", "title": "Onyx v4.1.3", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v4.5.6", "after": "v4.6.0-beta.0", "explanation": "Version changed: v4.5.6 → v4.6.0-beta.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Platform", "section": "AI Production", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "product teams building AI copilots", "ops teams with mixed provider backends" ], "risk_categories": [ "system" ], "search_text": "onyx v4.1.3 onyx-dot-app open_source other gold conditional try_now product teams building ai copilots ops teams with mixed provider backends self-hosted", "material_mover": false }, { "id": "evt_79a9ca1a45e19d3448cd", "entity_id": "gh:dotharness/dotcraft", "item_url": "/item/dotharness-dotcraft/", "title": "DotHarness/dotcraft", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.5.5", "after": "v0.5.6", "explanation": "Version changed: v0.5.5 → v0.5.6.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Workspace", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who want a project-scoped agent workspace instead of a generic chat window", "Teams evaluating self-hosted agent infrastructure with desktop and server entry points" ], "risk_categories": [ "system" ], "search_text": "dotharness/dotcraft dotharness open_source other gold conditional try_now developers who want a project-scoped agent workspace instead of a generic chat window teams evaluating self-hosted agent infrastructure with desktop and server entry points self-hosted", "material_mover": false }, { "id": "evt_799977d2b80ba5f93fcb", "entity_id": "gh:langchain-ai/deepagents", "item_url": "/item/deep-agents-mit-open-source-agent-harness-from-langchain-batteries-inclu/", "title": "Deep Agents: MIT Open-Source Agent Harness from LangChain (Batteries-Included Deep Agent, 25,936*, Python Monorepo with acp/cli/code/deepagents/evals/partners/talon)", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 27691, "after": 27740, "explanation": "Stars changed: 27691 → 27740.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "agent_framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [], "search_text": "deep agents: mit open-source agent harness from langchain (batteries-included deep agent, 25,936*, python monorepo with acp/cli/code/deepagents/evals/partners/talon) langchain-ai open_source agent_framework agent_framework gold low try_now agent builders ai platform engineers langchain", "material_mover": false }, { "id": "evt_7966e5bfb8572ab3e75d", "entity_id": "gh:strands-agents/harness-sdk", "item_url": "/item/strands-agents-harness-sdk/", "title": "strands-agents/harness-sdk", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6886, "after": 6902, "explanation": "Stars changed: 6886 → 6902.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "strands-agents/harness-sdk strands-agents open_source other silver high watch ai developers technical founders anthropic model context protocol openai model context protocol sdk", "material_mover": false }, { "id": "evt_79266a118d1c19fc29c2", "entity_id": "gh:compozy/compozy", "item_url": "/item/compozy-compozy/", "title": "compozy/compozy", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "v0.3.0-beta.13", "explanation": "Version changed: not recorded → v0.3.0-beta.13.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "AI engineering teams and platform teams who need a real MIT Go-runtime to turn Claude Code / OpenClaw / Hermes / Codex", "organizations that need a real browser-based supervisor + shared project memory + parallel loops without paying" ], "risk_categories": [ "system" ], "search_text": "compozy/compozy compozy open_source other agent_framework gold low try_now ai engineering teams and platform teams who need a real mit go-runtime to turn claude code / openclaw / hermes / codex into a coordinated agent team organizations that need a real browser-based supervisor + shared project memory + parallel loops without paying per-agent-hour tax to a", "material_mover": false }, { "id": "evt_78fcf6d09c96257c4ddc", "entity_id": "gh:awslabs/mcp", "item_url": "/item/awslabs-mcp/", "title": "awslabs/mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9586, "after": 9593, "explanation": "Stars changed: 9586 → 9593.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.0, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "platform engineers standardizing on AWS", "builders adding tool-calling workflows" ], "risk_categories": [], "search_text": "awslabs/mcp awslabs open_source other gold conditional try_now platform engineers standardizing on aws builders adding tool-calling workflows aws", "material_mover": false }, { "id": "evt_78f7802da665318cdeb4", "entity_id": "gh:backnotprop/plannotator", "item_url": "/item/backnotprop-plannotator/", "title": "backnotprop/plannotator", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.26.8", "after": "v0.27.2", "explanation": "Version changed: v0.26.8 → v0.27.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "backnotprop/plannotator backnotprop open_source other gold low try_now ai developers technical founders claude code openai codex", "material_mover": false }, { "id": "evt_78e6f23dd8ed9f1bec73", "entity_id": "gh:2arons/duel-agents", "item_url": "/item/2arons-duel-agents/", "title": "2aronS/Duel-Agents", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 841, "after": 840, "explanation": "Stars changed: 841 → 840.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "worth_watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model Router", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers comparing model cost and quality inside Claude Code, Codex, or Cursor", "Teams standardizing a multi-model routing layer instead of hard-coding one provider" ], "risk_categories": [], "search_text": "2arons/duel-agents 2arons open_source other gold conditional worth_watch developers comparing model cost and quality inside claude code, codex, or cursor teams standardizing a multi-model routing layer instead of hard-coding one provider anthropic claude code sdk", "material_mover": false }, { "id": "evt_7842935faa085c0a3b44", "entity_id": "gh:forward-future/loop-library", "item_url": "/item/forward-future-loop-library/", "title": "Forward-Future/loop-library", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3006, "after": 3012, "explanation": "Stars changed: 3006 → 3012.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Agent Loops", "section": "MIT Practical AI-Agent Feedback-Loop Library +", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "forward-future/loop-library forward-future open_source other gold low try_now ai developers technical founders openai codex", "material_mover": false }, { "id": "evt_783a68b2ace98eb2ff17", "entity_id": "gh:gglucass/headroom-desktop", "item_url": "/item/gglucass-headroom-desktop/", "title": "gglucass/headroom-desktop", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 508, "after": 509, "explanation": "Stars changed: 508 → 509.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Claude Code users hitting plan limits on long debugging or refactor sessions", "Codex CLI and desktop users who want lower prompt waste without changing providers" ], "risk_categories": [], "search_text": "gglucass/headroom-desktop gglucass open_source other gold conditional try_now claude code users hitting plan limits on long debugging or refactor sessions codex cli and desktop users who want lower prompt waste without changing providers anthropic claude code openai openai codex", "material_mover": false }, { "id": "evt_7829fc2b1e3bbe738f10", "entity_id": "gh:yaroshevych/desktopctl", "item_url": "/item/yaroshevych-desktopctl/", "title": "yaroshevych/desktopctl", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 61, "after": 62, "explanation": "Stars changed: 61 → 62.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / CLI", "section": "Developer Workflow", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "developers building local computer-use agents", "automation tinkerers who want selector-first desktop actions" ], "risk_categories": [], "search_text": "yaroshevych/desktopctl yaroshevych open_source agent_framework agent_framework silver high try_now developers building local computer-use agents automation tinkerers who want selector-first desktop actions", "material_mover": false }, { "id": "evt_77d02ff1826be8166c94", "entity_id": "gh:davila7/claude-code-templates", "item_url": "/item/davila7-claude-code-templates/", "title": "davila7/claude-code-templates", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 30213, "after": 30230, "explanation": "Stars changed: 30213 → 30230.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "davila7/claude-code-templates davila7 open_source other gold none try_now ai developers technical founders anthropic", "material_mover": false }, { "id": "evt_77c21fe24f655247c20e", "entity_id": "gh:hkuds/agentspace", "item_url": "/item/hkuds-agentspace/", "title": "HKUDS/AgentSpace", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 929, "after": 932, "explanation": "Stars changed: 929 → 932.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Platform / Workspace", "section": "Multi-Agent Collaborative Workspace with", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive", "account" ], "search_text": "hkuds/agentspace hkuds open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_775e8a6c70eb803f886b", "entity_id": "gh:eunomia-bpf/agentsight", "item_url": "/item/eunomia-bpf-agentsight/", "title": "eunomia-bpf/agentsight", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 579, "after": 583, "explanation": "Stars changed: 579 → 583.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "security teams", "agent platform teams" ], "risk_categories": [ "sensitive" ], "search_text": "eunomia-bpf/agentsight eunomia-bpf open_source security security gold conditional watch security teams agent platform teams", "material_mover": false }, { "id": "evt_7720be008584c0bfe1bc", "entity_id": "gh:qwenlm/open-computer-use", "item_url": "/item/qwenlm-open-computer-use/", "title": "QwenLM/open-computer-use", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 222, "after": 223, "explanation": "Stars changed: 222 → 223.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Official Qwen Computer-Use MCP", "section": "MIT official Qwen-team MCP-based Computer Use", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "qwenlm/open-computer-use qwenlm open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_770fcf5fe123276c37d6", "entity_id": "gh:tirth8205/code-review-graph", "item_url": "/item/tirth8205-code-review-graph/", "title": "tirth8205/code-review-graph", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 29902, "after": 30014, "explanation": "Stars changed: 29902 → 30014.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool / Code", "section": "Local-First Code Intelligence Graph for MCP and", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "tirth8205/code-review-graph tirth8205 open_source other gold low try_now ai developers technical founders claude claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_76e62ca841d210cebb9b", "entity_id": "gh:aattaran/deepclaude", "item_url": "/item/deepclaude-claude-code-local-proxy-with-live-backend-switching-deepseek/", "title": "deepclaude: Claude Code Local Proxy with Live Backend Switching (DeepSeek / OpenRouter / Fireworks / Anthropic)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2241, "after": 2243, "explanation": "Stars changed: 2241 → 2243.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 8.8, "best_for": [ "Claude Code users + AI coding agent developers + AI-curious readers tracking the coding-agent cost surface +", "Claude Code users + tool-ergonomics users that want the localhost proxy architecture (the proxy intercepts all Claude" ], "risk_categories": [ "account" ], "search_text": "deepclaude: claude code local proxy with live backend switching (deepseek / openrouter / fireworks / anthropic) aattaran open_source other inference_runtime gold conditional try_now claude code users + ai coding agent developers + ai-curious readers tracking the coding-agent cost surface + engineering teams running claude code at scale + freelancers and indi", "material_mover": false }, { "id": "evt_762f1ab4d31a103cae9f", "entity_id": "gh:chenhg5/cc-connect", "item_url": "/item/chenhg5-cc-connect/", "title": "chenhg5/cc-connect", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14877, "after": 14907, "explanation": "Stars changed: 14877 → 14907.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Workflow Tool", "section": "AI Coding / Remote Ops", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers running long agent sessions", "teams coordinating AI coding work" ], "risk_categories": [ "system" ], "search_text": "chenhg5/cc-connect chenhg5 open_source other silver medium try_now developers running long agent sessions teams coordinating ai coding work", "material_mover": false }, { "id": "evt_762df9f0dfbf72fda736", "entity_id": "gh:ctxrs/ctx", "item_url": "/item/ctxrs-ctx/", "title": "ctxrs/ctx", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1022, "after": 1025, "explanation": "Stars changed: 1022 → 1025.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "Developer tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "candidate", "setup_ease": 8.8, "best_for": [ "Claude Code / Cursor / Codex users who want their next session to start with the context of their last one", "Teams that have accumulated dozens of failed debugging attempts across coding-agent sessions and want them searchable" ], "risk_categories": [ "account" ], "search_text": "ctxrs/ctx ctxrs open_source other rag_knowledge gold low try_now claude code / cursor / codex users who want their next session to start with the context of their last one teams that have accumulated dozens of failed debugging attempts across coding-agent sessions and want them searchable claude claude code openai codex", "material_mover": false }, { "id": "evt_7621115ac738fa885015", "entity_id": "gh:hoophq/hoop", "item_url": "/item/hoophq-hoop/", "title": "hoophq/hoop", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "1.140.1", "after": "1.143.0", "explanation": "Version changed: 1.140.1 → 1.143.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Access gateways", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "platform teams deciding how AI agents should reach databases and APIs safely", "builders adding approval and redaction layers around MCP or agent-driven infrastructure access" ], "risk_categories": [ "sensitive", "system" ], "search_text": "hoophq/hoop hoophq open_source other silver medium worth_watch platform teams deciding how ai agents should reach databases and apis safely builders adding approval and redaction layers around mcp or agent-driven infrastructure access model context protocol model context protocol", "material_mover": false }, { "id": "evt_75ffa007fee9d0ef7b00", "entity_id": "gh:systran/faster-whisper", "item_url": "/item/systran-faster-whisper/", "title": "SYSTRAN/faster-whisper", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 24876, "after": 24888, "explanation": "Stars changed: 24876 → 24888.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "MIT local transcription stack that speeds up", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 7.1, "best_for": [ "developers building local or self-managed speech transcription pipelines", "teams trying to reduce transcription cost or improve hardware efficiency" ], "risk_categories": [], "search_text": "systran/faster-whisper systran open_source other gold conditional try_now developers building local or self-managed speech transcription pipelines teams trying to reduce transcription cost or improve hardware efficiency openai", "material_mover": false }, { "id": "evt_75ed4f42ac317100a377", "entity_id": "gh:browser-use/web-ui", "item_url": "/item/browser-use-web-ui/", "title": "browser-use/web-ui", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 16275, "after": 16278, "explanation": "Stars changed: 16275 → 16278.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Browser Agent UI", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers testing browser agents on real internal workflows", "QA and ops teams that want to observe and replay browser-driven tasks" ], "risk_categories": [], "search_text": "browser-use/web-ui browser-use open_source agent_framework agent_framework gold conditional try_now developers testing browser agents on real internal workflows qa and ops teams that want to observe and replay browser-driven tasks", "material_mover": false }, { "id": "evt_75ebf8eca5bbaa2a80dd", "entity_id": "gh:elara-labs/code-context-engine", "item_url": "/item/elara-labs-code-context-engine/", "title": "elara-labs/code-context-engine", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.4.25", "after": "v0.4.26", "explanation": "Version changed: v0.4.25 → v0.4.26.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Code-Context Engine", "section": "MIT Local-First Code Indexing Engine", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [ "account" ], "search_text": "elara-labs/code-context-engine elara-labs open_source coding_agent coding_agent gold low try_now software engineers developer-tool teams claude claude code openai codex", "material_mover": false }, { "id": "evt_75cb9942c3510eb023de", "entity_id": "gh:denissergeevitch/agents-best-practices", "item_url": "/item/denissergeevitch-agents-best-practices/", "title": "DenisSergeevitch/agents-best-practices", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2209, "after": 2210, "explanation": "Stars changed: 2209 → 2210.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Agent Skill", "section": "MIT Provider-Neutral Agent Skill for Designing", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "impact" ], "search_text": "denissergeevitch/agents-best-practices denissergeevitch open_source other gold low try_now ai developers technical founders anthropic claude claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_75c7dc5f18d8d8613075", "entity_id": "gh:xllm-ai/xllm", "item_url": "/item/xllm-apache-2-0-high-performance-heterogeneous-accelerator-inference-eng/", "title": "xLLM: Apache-2.0 High-Performance Heterogeneous-Accelerator Inference Engine for LLM / VLM / DiT / REC (OpenAtom)", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1518, "after": 1520, "explanation": "Stars changed: 1518 → 1520.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "inference_runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI infra / SRE teams deploying inference workloads across heterogeneous accelerators (CPU + GPU + NPU) who want a", "Inference developers + LLM-VLM-DiT-REC users that want the LLM / VLM (Vision-Language Model) / DiT (Diffusion" ], "risk_categories": [], "search_text": "xllm: apache-2.0 high-performance heterogeneous-accelerator inference engine for llm / vlm / dit / rec (openatom) xllm-ai open_source inference_runtime inference_runtime gold low try_now ai infra / sre teams deploying inference workloads across heterogeneous accelerators (cpu + gpu + npu) who want a single runtime that abstracts the backend + chinese ai team", "material_mover": false }, { "id": "evt_75c521e582e17032c881", "entity_id": "gh:corebunch/instatic", "item_url": "/item/corebunch-instatic/", "title": "CoreBunch/Instatic", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7899, "after": 7934, "explanation": "Stars changed: 7899 → 7934.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Repository", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 5.5, "best_for": [ "Developers building internal tools, editorial systems, or custom business applications." ], "risk_categories": [], "search_text": "corebunch/instatic corebunch open_source other silver high worth_watch developers building internal tools, editorial systems, or custom business applications.", "material_mover": false }, { "id": "evt_75ae386640a41d0f76e6", "entity_id": "gh:microsoft/intelligent-terminal", "item_url": "/item/microsoft-intelligent-terminal/", "title": "microsoft/intelligent-terminal", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1721, "after": 1736, "explanation": "Stars changed: 1721 → 1736.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Native Agent", "section": "MIT Experimental Fork of Windows Terminal with", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "microsoft/intelligent-terminal microsoft open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_75ad4e8dfc071745e620", "entity_id": "gh:stablyai/orca", "item_url": "/item/stablyai-orca/", "title": "stablyai/orca", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 43648, "after": 44817, "explanation": "Stars changed: 43648 → 44817.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI coding-agent power users", "solo developers running parallel agents" ], "risk_categories": [ "system" ], "search_text": "stablyai/orca stablyai open_source coding_agent coding_agent gold conditional try_now ai coding-agent power users solo developers running parallel agents claude code openai codex", "material_mover": true }, { "id": "evt_75a977f33e924f8a8fc8", "entity_id": "gh:st0012/cctop", "item_url": "/item/st0012-cctop/", "title": "st0012/cctop", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 136, "after": 138, "explanation": "Stars changed: 136 → 138.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Desktop AI / Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Mac developers", "Claude Code users" ], "risk_categories": [ "system" ], "search_text": "st0012/cctop st0012 open_source other silver conditional try_now mac developers claude code users claude code openai codex", "material_mover": false }, { "id": "evt_7584d78259f4f19868da", "entity_id": "gh:mlc-ai/web-llm", "item_url": "/item/mlc-ai-web-llm/", "title": "mlc-ai/web-llm", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 18554, "after": 18559, "explanation": "Stars changed: 18554 → 18559.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Local AI / Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "frontend teams shipping a privacy-preserving chat or completion widget that runs locally in the visitor's browser", "product teams that need an OpenAI-compatible API surface they can call from a static site without exposing server-side" ], "risk_categories": [ "sensitive", "account" ], "search_text": "mlc-ai/web-llm mlc-ai open_source other inference_runtime gold none try_now frontend teams shipping a privacy-preserving chat or completion widget that runs locally in the visitor's browser without a backend inference bill product teams that need an openai-compatible api surface they can call from a static site without exposing server-side credentials", "material_mover": false }, { "id": "evt_7566dc61dc5743aed30b", "entity_id": "gh:yfedoseev/pdf_oxide", "item_url": "/item/pdfoxide-fastest-pdf-library-for-20-languages-mcp-server/", "title": "PDFOxide: Fastest PDF Library for 20 Languages + MCP Server", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 949, "after": 951, "explanation": "Stars changed: 949 → 951.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Python / Rust / Go / JS-TS / C# / Java / Kotlin / Swift / C++ / Clojure / Dart / R / Julia / Zig / Scala / Objective-C", "Python / Rust / multi-language developers + performance users that want the 5x-15x-faster (0.8ms mean per document, 5x" ], "risk_categories": [], "search_text": "pdfoxide: fastest pdf library for 20 languages + mcp server yfedoseev open_source other gold low try_now python / rust / go / js-ts / c# / java / kotlin / swift / c++ / clojure / dart / r / julia / zig / scala / objective-c / elixir / ruby / php / wasm developers, pdf processing developers, ai agent python / rust / multi-language developers + performance use", "material_mover": false }, { "id": "evt_750d7e97234b2f04a4d0", "entity_id": "gh:paddlepaddle/paddlespeech", "item_url": "/item/paddlepaddle-paddlespeech/", "title": "PaddlePaddle/PaddleSpeech", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12665, "after": 12666, "explanation": "Stars changed: 12665 → 12666.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Open-source speech toolkit for ASR, TTS", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 5.8, "best_for": [ "developers building local or self-hosted speech transcription pipelines", "teams that need one open-source base for ASR, TTS, speaker verification, and translation" ], "risk_categories": [], "search_text": "paddlepaddle/paddlespeech paddlepaddle open_source other gold none try_now developers building local or self-hosted speech transcription pipelines teams that need one open-source base for asr, tts, speaker verification, and translation", "material_mover": false }, { "id": "evt_74f3ed4967eaec04349d", "entity_id": "gh:agentscope-ai/qwenpaw", "item_url": "/item/agentscope-ai-qwenpaw/", "title": "agentscope-ai/QwenPaw", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 33757, "after": 33742, "explanation": "Stars changed: 33757 → 33742.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI power users", "automation builders" ], "risk_categories": [], "search_text": "agentscope-ai/qwenpaw agentscope-ai open_source agent_framework agent_framework gold conditional try_now ai power users automation builders self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_74d20200c2dc75b7f33c", "entity_id": "gh:us/crw", "item_url": "/item/us-crw/", "title": "us/crw", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 562, "after": 568, "explanation": "Stars changed: 562 → 568.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / API", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "RAG builders collecting clean web content", "agent developers replacing or complementing Firecrawl or Tavily" ], "risk_categories": [], "search_text": "us/crw us open_source other gold conditional try_now rag builders collecting clean web content agent developers replacing or complementing firecrawl or tavily docker self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_747a9f6ab47c0fb43f35", "entity_id": "gh:jmfederico/pi-web", "item_url": "/item/jmfederico-pi-web/", "title": "jmfederico/pi-web", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 517, "after": 522, "explanation": "Stars changed: 517 → 522.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Coding Agent Workspace", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Pi Coding Agent users who want persistent browser-managed sessions", "Developers running agents on a server, workstation, or home lab box" ], "risk_categories": [ "system" ], "search_text": "jmfederico/pi-web jmfederico open_source other gold conditional try_now pi coding agent users who want persistent browser-managed sessions developers running agents on a server, workstation, or home lab box", "material_mover": false }, { "id": "evt_7455a291946ff575bb0e", "entity_id": "gh:cabinetai/cabinet", "item_url": "/item/cabinetai-cabinet/", "title": "cabinetai/cabinet", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2802, "after": 2806, "explanation": "Stars changed: 2802 → 2806.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "cabinetai/cabinet cabinetai open_source other silver low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_7445ee90684d31961731", "entity_id": "gh:sunblaze-ucb/exploitgym", "item_url": "/item/sunblaze-ucb-exploitgym/", "title": "sunblaze-ucb/exploitgym", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 762, "after": 767, "explanation": "Stars changed: 762 → 767.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "research", "verification_stage": "discovered", "type": "Apache-2.0 large-scale", "section": "sunblaze-ucb/exploitgym is the Apache-2.0", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "**AI safety + cyber-security researchers measuring AI agents' offensive capabilities** — ExploitGym is the largest", "**Defensive security teams wanting to measure their AI agent fleet's offensive-coding capability** — the benchmark is" ], "risk_categories": [], "search_text": "sunblaze-ucb/exploitgym sunblaze-ucb research research research gold conditional try_now **ai safety + cyber-security researchers measuring ai agents' offensive capabilities** — exploitgym is the largest public benchmark (869 instances, 3 vulnerability surfaces) for evaluating ai **defensive security teams wanting to measure their ai agent fleet's offensiv", "material_mover": false }, { "id": "evt_744005dc2944ef88695e", "entity_id": "gh:fission-ai/openspec", "item_url": "/item/fission-ai-openspec/", "title": "Fission-AI/OpenSpec", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.8.0", "after": "v1.9.0", "explanation": "Version changed: v1.8.0 → v1.9.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Developer Tool", "section": "Coding Workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers who want AI coding runs to produce durable artifacts instead of one-off chat output", "Teams introducing spec-driven workflows to Claude Code, Codex, or other coding assistants" ], "risk_categories": [], "search_text": "fission-ai/openspec fission-ai open_source coding_agent coding_agent gold conditional try_now developers who want ai coding runs to produce durable artifacts instead of one-off chat output teams introducing spec-driven workflows to claude code, codex, or other coding assistants", "material_mover": false }, { "id": "evt_743b4da54029e8052ead", "entity_id": "gh:peiiii/nextclaw", "item_url": "/item/peiiii-nextclaw/", "title": "Peiiii/nextclaw", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "nextclaw@0.32.0", "after": "nextclaw@0.33.2", "explanation": "Version changed: nextclaw@0.32.0 → nextclaw@0.33.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local AI workspaces", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "builders who want a local-first workspace for longer multi-step AI tasks", "teams comparing self-hosted agent workbenches against hosted SaaS copilots" ], "risk_categories": [ "system" ], "search_text": "peiiii/nextclaw peiiii open_source other gold conditional try_now builders who want a local-first workspace for longer multi-step ai tasks teams comparing self-hosted agent workbenches against hosted saas copilots self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_743304cdc967726b873e", "entity_id": "gh:strands-agents/agent-sop", "item_url": "/item/strands-agents-agent-sop/", "title": "strands-agents/agent-sop", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1122, "after": 1124, "explanation": "Stars changed: 1122 → 1124.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Library", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "ops / support / research teams that need the same agent procedure to execute the same way across model versions", "platform teams that want natural-language SOPs as first-class, version-controlled artifacts (git diffs, code review" ], "risk_categories": [], "search_text": "strands-agents/agent-sop strands-agents open_source other silver none try_now ops / support / research teams that need the same agent procedure to execute the same way across model versions platform teams that want natural-language sops as first-class, version-controlled artifacts (git diffs, code review, audits)", "material_mover": false }, { "id": "evt_7427effffc9a7ae09e24", "entity_id": "gh:janhq/jan", "item_url": "/item/jan-open-source-100-offline-chatgpt-alternative-desktop-local-llm-engine/", "title": "Jan: Open-Source 100% Offline ChatGPT Alternative (Desktop + Local LLM Engine + OpenAI-Compatible API)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 43980, "after": 43994, "explanation": "Stars changed: 43980 → 43994.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Privacy-conscious users + local-first LLM users + open-source ChatGPT-alternative users + OpenAI-compatible-API users", "Privacy-conscious users + privacy-ergonomics users that want the 100% offline (the consumer's prompts and responses" ], "risk_categories": [ "sensitive" ], "search_text": "jan: open-source 100% offline chatgpt alternative (desktop + local llm engine + openai-compatible api) janhq open_source other gold low try_now privacy-conscious users + local-first llm users + open-source chatgpt-alternative users + openai-compatible-api users + cross-platform-desktop-llm-app users + ai-curious readers tracking the privacy-conscious users +", "material_mover": false }, { "id": "evt_736a417330f8d5f08282", "entity_id": "gh:openchamber/openchamber", "item_url": "/item/openchamber-openchamber/", "title": "openchamber/openchamber", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8550, "after": 8680, "explanation": "Stars changed: 8550 → 8680.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.38, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "openchamber/openchamber openchamber open_source other silver none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_7341ef99aa382a004cb3", "entity_id": "gh:run-llama/llama_index", "item_url": "/item/run-llama-llama-index/", "title": "run-llama/llama_index", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 51594, "after": 51623, "explanation": "Stars changed: 51594 → 51623.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Framework", "section": "RAG / Knowledge Systems", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "RAG developers", "document workflow builders" ], "risk_categories": [], "search_text": "run-llama/llama_index run-llama open_source other gold conditional try_now rag developers document workflow builders", "material_mover": false }, { "id": "evt_72ed0646cd5f9b3a2c0c", "entity_id": "gh:memvid/memvid", "item_url": "/item/memvid-memvid/", "title": "memvid/memvid", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 16212, "after": 16216, "explanation": "Stars changed: 16212 → 16216.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Memory / RAG Infrastructure", "section": "Single-File Memory Layer for AI Agents With", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "knowledge-system builders", "search engineers" ], "risk_categories": [], "search_text": "memvid/memvid memvid open_source rag_knowledge rag_knowledge gold low try_now knowledge-system builders search engineers", "material_mover": false }, { "id": "evt_72cde7e062f01476c492", "entity_id": "gh:robocurve/inspect-robots", "item_url": "/item/inspect-robots/", "title": "Inspect Robots", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 136, "after": 137, "explanation": "Stars changed: 136 → 137.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Robotics and embodied AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 4.8, "best_for": [ "robotics researchers evaluating VLA or LLM policies", "teams comparing simulated and real-robot benchmark behavior" ], "risk_categories": [], "search_text": "inspect robots robocurve open_source other silver high worth_watch robotics researchers evaluating vla or llm policies teams comparing simulated and real-robot benchmark behavior", "material_mover": false }, { "id": "evt_727a63e62b05226ac6fd", "entity_id": "gh:taylorwilsdon/google_workspace_mcp", "item_url": "/item/taylorwilsdon-google-workspace-mcp/", "title": "taylorwilsdon/google_workspace_mcp", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.23.1", "after": "v1.24.1", "explanation": "Version changed: v1.23.1 → v1.24.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "watch", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "Google Workspace power users", "operations teams" ], "risk_categories": [ "system", "account" ], "search_text": "taylorwilsdon/google_workspace_mcp taylorwilsdon open_source other business_workflow gold medium watch google workspace power users operations teams claude claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_725d7409bbb7d8ffc711", "entity_id": "gh:graykode/abtop", "item_url": "/item/graykode-abtop/", "title": "graykode/abtop", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3439, "after": 3443, "explanation": "Stars changed: 3439 → 3443.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Ops", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.6, "best_for": [ "developers running multiple Claude Code or Codex sessions", "operators who need quick local visibility into agent load and drift" ], "risk_categories": [ "system", "account" ], "search_text": "graykode/abtop graykode open_source other gold conditional try_now developers running multiple claude code or codex sessions operators who need quick local visibility into agent load and drift claude code openai codex", "material_mover": false }, { "id": "evt_7258a9fffb219e04250b", "entity_id": "gh:anthropics/launch-your-agent", "item_url": "/item/anthropics-launch-your-agent/", "title": "anthropics/launch-your-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 939, "after": 940, "explanation": "Stars changed: 939 → 940.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Skill Pack", "section": "Agent Builders / Managed Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "technical founders", "Claude Code users" ], "risk_categories": [ "account" ], "search_text": "anthropics/launch-your-agent anthropics open_source other silver conditional watch technical founders claude code users", "material_mover": false }, { "id": "evt_7246952cebdc5eb7afe1", "entity_id": "gh:modernrelay/omnigraph", "item_url": "/item/modernrelay-omnigraph/", "title": "ModernRelay/omnigraph", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1053, "after": 1056, "explanation": "Stars changed: 1053 → 1056.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Databases / Graph", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI platform teams that want a git-branching graph layer they can run alongside an existing lakehouse", "retrieval / RAG engineers who want a multimodal retrieval graph without standing up a separate database cluster" ], "risk_categories": [], "search_text": "modernrelay/omnigraph modernrelay open_source data_tooling data_tooling gold conditional try_now ai platform teams that want a git-branching graph layer they can run alongside an existing lakehouse retrieval / rag engineers who want a multimodal retrieval graph without standing up a separate database cluster model context protocol model context protocol", "material_mover": false }, { "id": "evt_72345ce23e738146bd21", "entity_id": "gh:cclank/lanshu-animated-architecture-diagram", "item_url": "/item/cclank-lanshu-animated-architecture-diagram/", "title": "cclank/lanshu-animated-architecture-diagram", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 882, "after": 883, "explanation": "Stars changed: 882 → 883.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Diagram Renderer", "section": "Multimodal AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Technical writers and developer advocates who need consistent, editable architecture diagrams for articles and", "Engineering teams standardizing how AI coding agents produce diagram artifacts from JSON specs" ], "risk_categories": [], "search_text": "cclank/lanshu-animated-architecture-diagram cclank open_source creative_tool creative_tool silver none try_now technical writers and developer advocates who need consistent, editable architecture diagrams for articles and conference talks engineering teams standardizing how ai coding agents produce diagram artifacts from json specs", "material_mover": false }, { "id": "evt_72322f0bd5113772ed51", "entity_id": "gh:craft-ai-agents/craft-agents-oss", "item_url": "/item/craft-ai-agents-craft-agents-oss/", "title": "craft-ai-agents/craft-agents-oss", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7055, "after": 7058, "explanation": "Stars changed: 7055 → 7058.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Workflow", "section": "Agent Workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Operators who want a UI-first way to run advanced agents and shared sessions", "Teams connecting APIs, MCP servers, and local tools into one agent workspace" ], "risk_categories": [ "system" ], "search_text": "craft-ai-agents/craft-agents-oss craft-ai-agents open_source other gold conditional try_now operators who want a ui-first way to run advanced agents and shared sessions teams connecting apis, mcp servers, and local tools into one agent workspace", "material_mover": false }, { "id": "evt_72170e577e7e7ba5eca9", "entity_id": "gh:block/buzz", "item_url": "/item/block-buzz/", "title": "block/buzz", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 26598, "after": 27131, "explanation": "Stars changed: 26598 → 27131.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 5.5, "best_for": [ "Engineering teams coordinating multiple coding agents and people in one workspace." ], "risk_categories": [ "system" ], "search_text": "block/buzz block open_source other silver medium worth_watch engineering teams coordinating multiple coding agents and people in one workspace.", "material_mover": true }, { "id": "evt_721413f1c72a3d0a3442", "entity_id": "gh:curvineio/curvine", "item_url": "/item/curvineio-curvine/", "title": "CurvineIO/curvine", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 889, "after": 892, "explanation": "Stars changed: 889 → 892.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "curvineio/curvine curvineio open_source other silver none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_7201efdbb089d5107812", "entity_id": "gh:jlcodes99/cockpit-tools", "item_url": "/item/jlcodes99-cockpit-tools/", "title": "jlcodes99/cockpit-tools", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.3.16", "after": "v1.3.17", "explanation": "Version changed: v1.3.16 → v1.3.17.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.87, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "jlcodes99/cockpit-tools jlcodes99 open_source other silver none watch ai developers technical founders openai codex", "material_mover": false }, { "id": "evt_718b50b6727d3074c763", "entity_id": "gh:linghungegeg/linghun", "item_url": "/item/linghungegeg-linghun/", "title": "linghungegeg/Linghun", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 404, "after": 409, "explanation": "Stars changed: 404 → 409.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Coding Agent / CLI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Engineers who want a coding-agent CLI with explicit evidence and verification constraints", "TypeScript and Node teams evaluating monorepo-shaped agent runtimes" ], "risk_categories": [], "search_text": "linghungegeg/linghun linghungegeg open_source coding_agent coding_agent gold conditional try_now engineers who want a coding-agent cli with explicit evidence and verification constraints typescript and node teams evaluating monorepo-shaped agent runtimes", "material_mover": false }, { "id": "evt_7187a73075e9d6612738", "entity_id": "gh:kiln-ai/kiln", "item_url": "/item/kiln-ai-kiln/", "title": "Kiln-AI/Kiln", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5019, "after": 5021, "explanation": "Stars changed: 5019 → 5021.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.38, "entity_kind": "research", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "AI researchers", "evaluation engineers" ], "risk_categories": [], "search_text": "kiln-ai/kiln kiln-ai research research research silver conditional try_now ai researchers evaluation engineers model context protocol ollama openai model context protocol", "material_mover": false }, { "id": "evt_717f4610b3024c8a9f7d", "entity_id": "gh:smart-mcp-proxy/mcpproxy-go", "item_url": "/item/smart-mcp-proxy-mcpproxy-go/", "title": "smart-mcp-proxy/mcpproxy-go", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.55.0", "after": "v0.56.0", "explanation": "Version changed: v0.55.0 → v0.56.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "MCP power users", "agent platform teams" ], "risk_categories": [ "account" ], "search_text": "smart-mcp-proxy/mcpproxy-go smart-mcp-proxy open_source other gold conditional try_now mcp power users agent platform teams docker model context protocol model context protocol", "material_mover": false }, { "id": "evt_715dcf8eddb73382524c", "entity_id": "gh:visnia-ai/browser-agent", "item_url": "/item/visnia-ai-browser-agent/", "title": "visnia-ai/browser-agent", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Browser Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers building browser-automation agents on a budget", "anyone evaluating browser-automation cost vs Playwright / Puppeteer" ], "risk_categories": [], "search_text": "visnia-ai/browser-agent visnia-ai open_source other silver low try_now developers building browser-automation agents on a budget anyone evaluating browser-automation cost vs playwright / puppeteer", "material_mover": false }, { "id": "evt_714cb1304302205ac0cf", "entity_id": "gh:panniantong/agent-reach", "item_url": "/item/panniantong-agent-reach/", "title": "Panniantong/Agent-Reach", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 71056, "after": 71419, "explanation": "Stars changed: 71056 → 71419.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "researchers", "developer tool builders" ], "risk_categories": [ "impact" ], "search_text": "panniantong/agent-reach panniantong open_source other gold conditional try_now researchers developer tool builders claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_712c0659bbdff128a55a", "entity_id": "gh:plastic-labs/honcho", "item_url": "/item/plastic-labs-honcho/", "title": "plastic-labs/honcho", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6610, "after": 6629, "explanation": "Stars changed: 6610 → 6629.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.38, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "plastic-labs/honcho plastic-labs open_source other silver none try_now ai developers technical founders anthropic langchain openai", "material_mover": false }, { "id": "evt_71013521c0ba006adfbe", "entity_id": "gh:rasbt/mini-coding-agent", "item_url": "/item/rasbt-mini-coding-agent/", "title": "rasbt/mini-coding-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1100, "after": 1101, "explanation": "Stars changed: 1100 → 1101.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Sebastian Raschka's minimal and", "section": "Minimal Python Coding Agent Harness", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI researchers, AI-coding power users, agent developers, AI-curious readers, students learning agent design, and any", "Engineering teams that want to understand coding agent design -- the 6 core components (live repo context + prompt" ], "risk_categories": [], "search_text": "rasbt/mini-coding-agent rasbt open_source other silver low try_now ai researchers, ai-coding power users, agent developers, ai-curious readers, students learning agent design, and any developer who wants to understand how coding agents work under the hood -- and engineering teams that want to understand coding agent design -- the 6 core components (live repo", "material_mover": false }, { "id": "evt_70f901e720e40b5b6bc8", "entity_id": "gh:amirfish1/claude-command-center", "item_url": "/item/amirfish1-claude-command-center/", "title": "amirfish1/claude-command-center", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 116, "after": 119, "explanation": "Stars changed: 116 → 119.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Mac-based AI coding-agent users", "solo developers running parallel agents" ], "risk_categories": [], "search_text": "amirfish1/claude-command-center amirfish1 open_source other silver conditional try_now mac-based ai coding-agent users solo developers running parallel agents claude code", "material_mover": false }, { "id": "evt_70b6a76ebc726b273553", "entity_id": "gh:agentic-community/mcp-gateway-registry", "item_url": "/item/agentic-community-mcp-gateway-registry/", "title": "agentic-community/mcp-gateway-registry", "category": "mcp_infrastructure", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "1.28.0", "after": "1.29.0", "explanation": "Version changed: 1.28.0 → 1.29.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "internal developer platform teams", "enterprise AI platform owners" ], "risk_categories": [ "account" ], "search_text": "agentic-community/mcp-gateway-registry agentic-community open_source mcp_infrastructure mcp_infrastructure gold conditional try_now internal developer platform teams enterprise ai platform owners mongodb", "material_mover": false }, { "id": "evt_70b0b221a6bdd9aa6d90", "entity_id": "gh:santanderai/gen-fraud-graph", "item_url": "/item/santanderai-gen-fraud-graph/", "title": "SantanderAI/gen-fraud-graph", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 280, "after": 281, "explanation": "Stars changed: 280 → 281.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account", "impact" ], "search_text": "santanderai/gen-fraud-graph santanderai open_source other silver conditional try_now ai developers technical founders", "material_mover": false }, { "id": "evt_708c45383b10948a4111", "entity_id": "gh:open-mercato/open-mercato", "item_url": "/item/open-mercato-open-mercato/", "title": "open-mercato/open-mercato", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1622, "after": 1631, "explanation": "Stars changed: 1622 → 1631.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Developer Tools / AI-Engineering", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI builders who want a production-shaped scaffold from a coding agent instead of a toy demo", "Startup CTOs who keep re-deriving the same multi-tenancy, RBAC, and event-flow patterns for every new product" ], "risk_categories": [], "search_text": "open-mercato/open-mercato open-mercato open_source other gold low try_now ai builders who want a production-shaped scaffold from a coding agent instead of a toy demo startup ctos who keep re-deriving the same multi-tenancy, rbac, and event-flow patterns for every new product self-hosted", "material_mover": false }, { "id": "evt_707cb185bfe30be29ca8", "entity_id": "gh:magebyte-zero/spec-superflow", "item_url": "/item/magebyte-zero-spec-superflow/", "title": "MageByte-Zero/spec-superflow", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 734, "after": 739, "explanation": "Stars changed: 734 → 739.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "worth_watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Workflow Plugin", "section": "AI Coding", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Teams running larger coding-agent changes that need design and review gates", "Developers who want one workflow layer across Claude Code, Codex, Cursor, and Gemini CLI" ], "risk_categories": [], "search_text": "magebyte-zero/spec-superflow magebyte-zero open_source other gold conditional worth_watch teams running larger coding-agent changes that need design and review gates developers who want one workflow layer across claude code, codex, cursor, and gemini cli claude code openai codex", "material_mover": false }, { "id": "evt_705a40a7904408c87079", "entity_id": "gh:off-grid-ai/mobile", "item_url": "/item/off-grid-ai-mobile/", "title": "off-grid-ai/mobile", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2910, "after": 2916, "explanation": "Stars changed: 2910 → 2916.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "local AI users", "privacy-conscious users" ], "risk_categories": [ "sensitive" ], "search_text": "off-grid-ai/mobile off-grid-ai open_source other gold conditional try_now local ai users privacy-conscious users model context protocol model context protocol", "material_mover": false }, { "id": "evt_7057bd948c057f31b409", "entity_id": "gh:code-yeongyu/oh-my-openagent", "item_url": "/item/oh-my-openagent/", "title": "oh-my-openagent", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v5.0.0-beta.6", "after": "v5.0.0-beta.7", "explanation": "Version changed: v5.0.0-beta.6 → v5.0.0-beta.7.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.38, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "developers", "agent operators" ], "risk_categories": [], "search_text": "oh-my-openagent code-yeongyu open_source coding_agent coding_agent silver conditional try_now developers agent operators anthropic claude google gemini openai openai codex", "material_mover": false }, { "id": "evt_703ae11165885734939c", "entity_id": "gh:microsoft/mage", "item_url": "/item/microsoft-mage/", "title": "microsoft/Mage", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1386, "after": 1404, "explanation": "Stars changed: 1386 → 1404.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Multimodal model families", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 6.1, "best_for": [ "researchers testing lightweight multimodal model families", "ML engineers comparing vision-language and flow-style model components" ], "risk_categories": [], "search_text": "microsoft/mage microsoft open_source other gold conditional try_now researchers testing lightweight multimodal model families ml engineers comparing vision-language and flow-style model components", "material_mover": false }, { "id": "evt_701ebe6b23594c96d96f", "entity_id": "gh:milktang0128/myskills", "item_url": "/item/milktang0128-myskills/", "title": "Milktang0128/myskills", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 54, "after": 55, "explanation": "Stars changed: 54 → 55.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Agent Skills", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 8.8, "best_for": [ "People maintaining skill libraries across Claude Code and Codex", "Teams trying to keep shared skills aligned without hand-editing multiple directories" ], "risk_categories": [], "search_text": "milktang0128/myskills milktang0128 open_source other agent_framework gold conditional try_now people maintaining skill libraries across claude code and codex teams trying to keep shared skills aligned without hand-editing multiple directories", "material_mover": false }, { "id": "evt_6fff22d5bab5696fae1b", "entity_id": "gh:aiming-lab/simplemem", "item_url": "/item/aiming-lab-simplemem/", "title": "aiming-lab/SimpleMem", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3687, "after": 3700, "explanation": "Stars changed: 3687 → 3700.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Library", "section": "Knowledge / Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "teams building long-running agents that need cross-session memory (Claude Code / Codex / Cursor / OpenCode / Gemini", "researchers reproducing or extending the SimpleMem arXiv paper's text/multimodal compression + retrieval claims" ], "risk_categories": [], "search_text": "aiming-lab/simplemem aiming-lab open_source other rag_knowledge silver none try_now teams building long-running agents that need cross-session memory (claude code / codex / cursor / opencode / gemini cli agents that survive restarts) researchers reproducing or extending the simplemem arxiv paper's text/multimodal compression + retrieval claims model context", "material_mover": false }, { "id": "evt_6fc3953cc2020f5bae3e", "entity_id": "gh:muesli-hq/muesli", "item_url": "/item/muesli-hq-muesli/", "title": "Muesli-HQ/muesli", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 923, "after": 936, "explanation": "Stars changed: 923 → 936.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local transcription", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 7.9, "best_for": [ "macOS users who want local dictation instead of a cloud transcription subscription", "teams testing privacy-first meeting notes on Apple Silicon" ], "risk_categories": [ "sensitive" ], "search_text": "muesli-hq/muesli muesli-hq open_source other silver conditional worth_watch macos users who want local dictation instead of a cloud transcription subscription teams testing privacy-first meeting notes on apple silicon", "material_mover": false }, { "id": "evt_6fa13b772838ee552d75", "entity_id": "gh:zeroc00i/dontfeedtheai", "item_url": "/item/zeroc00i-dontfeedtheai/", "title": "zeroc00I/DontFeedTheAI", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 648, "after": 649, "explanation": "Stars changed: 648 → 649.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Proxy", "section": "Security", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Security engineers and pentesters sanitizing output before LLM analysis", "Teams that want a local proxy instead of a second cloud anonymization vendor" ], "risk_categories": [ "sensitive", "system", "account" ], "search_text": "zeroc00i/dontfeedtheai zeroc00i open_source security security gold medium try_now security engineers and pentesters sanitizing output before llm analysis teams that want a local proxy instead of a second cloud anonymization vendor", "material_mover": false }, { "id": "evt_6f5929b092e4d4413550", "entity_id": "gh:joshuaswarren/remnic", "item_url": "/item/joshuaswarren-remnic/", "title": "joshuaswarren/remnic", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v9.53.0", "after": "h6-study-2026-08", "explanation": "Version changed: v9.53.0 → h6-study-2026-08.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Agent Memory and Context", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI agent builders who need an MIT-licensed, open-source memory-and-context layer for user-aware AI agents with scoped", "conversational-AI engineers who want a Hermes-plugin-compatible memory layer with MCP / HTTP access" ], "risk_categories": [ "provenance" ], "search_text": "joshuaswarren/remnic joshuaswarren open_source rag_knowledge rag_knowledge silver low try_now ai agent builders who need an mit-licensed, open-source memory-and-context layer for user-aware ai agents with scoped memory, provenance, retrieval quality, correction, boundaries, and evals conversational-ai engineers who want a hermes-plugin-compatible memory laye", "material_mover": false }, { "id": "evt_6f0785f8bbde858f9c2f", "entity_id": "gh:mattpocock/skills", "item_url": "/item/mattpocock-skills/", "title": "mattpocock/skills", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 214873, "after": 216245, "explanation": "Stars changed: 214873 → 216245.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "software developers", "TypeScript teams" ], "risk_categories": [], "search_text": "mattpocock/skills mattpocock open_source other silver none try_now software developers typescript teams", "material_mover": false }, { "id": "evt_6eda1b6d522736907d8a", "entity_id": "gh:n8n-io/n8n", "item_url": "/item/n8n-io-n8n/", "title": "n8n-io/n8n", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "n8n@1.123.70", "after": "n8n@1.123.71", "explanation": "Version changed: n8n@1.123.70 → n8n@1.123.71.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 6.74, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "n8n-io/n8n n8n-io open_source other silver conditional watch ai developers technical founders self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_6e93f7187a080b4d5b88", "entity_id": "gh:openai/codex-plugin-cc", "item_url": "/item/openai-codex-plugin-cc/", "title": "openai/codex-plugin-cc", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 31760, "after": 31823, "explanation": "Stars changed: 31760 → 31823.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Official OpenAI Claude Code", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "Any Claude Code user who wants Codex code reviews and task delegations as background jobs in the Claude Code workflow", "Anyone running multi-file changes who wants a synchronous review shape — `/codex:review --base main` covers the diff" ], "risk_categories": [], "search_text": "openai/codex-plugin-cc openai open_source coding_agent coding_agent gold low try_now any claude code user who wants codex code reviews and task delegations as background jobs in the claude code workflow rather than a parallel cli session anyone running multi-file changes who wants a synchronous review shape — `/codex:review --base main` covers the diff vs", "material_mover": false }, { "id": "evt_6e7d7aa92a0209f99aed", "entity_id": "gh:bethington/ghidra-mcp", "item_url": "/item/bethington-ghidra-mcp/", "title": "bethington/ghidra-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3281, "after": 3299, "explanation": "Stars changed: 3281 → 3299.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Security / Reverse Engineering", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "candidate", "setup_ease": 4.2, "best_for": [ "reverse engineers", "malware analysts" ], "risk_categories": [], "search_text": "bethington/ghidra-mcp bethington open_source other security gold conditional watch reverse engineers malware analysts model context protocol model context protocol", "material_mover": false }, { "id": "evt_6e6eaed9b56e729fd5eb", "entity_id": "gh:xberg-io/xberg", "item_url": "/item/xberg-mit-polyglot-document-intelligence-framework-rust-core-96-formats/", "title": "Xberg: MIT Polyglot Document Intelligence Framework (Rust Core, 96 Formats, MCP Server, 16 Language Bindings)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8967, "after": 9006, "explanation": "Stars changed: 8967 → 9006.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "RAG / retrieval engineers building ingestion pipelines that need to extract text / metadata / structured information", "RAG engineers + 96-input-format users that want the 96 input formats (PDF / Office / images / HTML / email / archives" ], "risk_categories": [], "search_text": "xberg: mit polyglot document intelligence framework (rust core, 96 formats, mcp server, 16 language bindings) xberg-io open_source other gold low try_now rag / retrieval engineers building ingestion pipelines that need to extract text / metadata / structured information from 96 formats (pdf, office, images, html, email, archives, scientific rag engineers + 9", "material_mover": false }, { "id": "evt_6e3e0b343fb303da9116", "entity_id": "gh:moonshotai/kimi-cli", "item_url": "/item/moonshotai-kimi-cli/", "title": "MoonshotAI/kimi-cli", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 11166, "after": 11175, "explanation": "Stars changed: 11166 → 11175.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "worth_watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Terminal coding agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers comparing full terminal coding agents with built-in shell and tool access", "teams that want ACP or MCP connectivity instead of a chat-only CLI" ], "risk_categories": [ "system" ], "search_text": "moonshotai/kimi-cli moonshotai open_source other gold high worth_watch developers comparing full terminal coding agents with built-in shell and tool access teams that want acp or mcp connectivity instead of a chat-only cli", "material_mover": false }, { "id": "evt_6e280e5294d5c25e13e6", "entity_id": "gh:strands-labs/robots", "item_url": "/item/strands-labs-robots/", "title": "strands-labs/robots", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 122, "after": 123, "explanation": "Stars changed: 122 → 123.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.73, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "strands-labs/robots strands-labs open_source other silver none watch ai developers technical founders", "material_mover": false }, { "id": "evt_6e1fe603a72c4cd927d3", "entity_id": "gh:kubernetes-sigs/agent-sandbox", "item_url": "/item/kubernetes-sigs-agent-sandbox/", "title": "kubernetes-sigs/agent-sandbox", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3491, "after": 3509, "explanation": "Stars changed: 3491 → 3509.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / CRD", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "platform teams running multi-tenant AI agent platforms on Kubernetes who need a SIG-grade sandbox primitive", "infra teams evaluating StatefulSets / Deployments / hand-rolled operators for per-session sandbox pods" ], "risk_categories": [ "system" ], "search_text": "kubernetes-sigs/agent-sandbox kubernetes-sigs open_source other gold none watch platform teams running multi-tenant ai agent platforms on kubernetes who need a sig-grade sandbox primitive infra teams evaluating statefulsets / deployments / hand-rolled operators for per-session sandbox pods", "material_mover": false }, { "id": "evt_6df029c49f96ef37191b", "entity_id": "gh:ivanmurzak/unity-mcp", "item_url": "/item/ivanmurzak-unity-mcp/", "title": "IvanMurzak/Unity-MCP", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3874, "after": 3886, "explanation": "Stars changed: 3874 → 3886.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Game Development", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Unity developers", "technical artists" ], "risk_categories": [], "search_text": "ivanmurzak/unity-mcp ivanmurzak open_source other gold conditional watch unity developers technical artists anthropic claude claude code google gemini model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_6dbac53a5ca79f16c1cf", "entity_id": "gh:openclaw/clawsweeper", "item_url": "/item/openclaw-clawsweeper/", "title": "openclaw/clawsweeper", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1962, "after": 1963, "explanation": "Stars changed: 1962 → 1963.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 5.85, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "openclaw/clawsweeper openclaw open_source other other bronze none watch ai developers technical founders", "material_mover": false }, { "id": "evt_6db5605b65546f6111b4", "entity_id": "gh:alfredxw/nova", "item_url": "/item/alfredxw-nova/", "title": "alfredxw/nova", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 602, "after": 607, "explanation": "Stars changed: 602 → 607.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Creative Workspace", "section": "Creative Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Novelists and creators working on long-form fiction", "Interactive fiction builders who need branching plus shared lore" ], "risk_categories": [], "search_text": "alfredxw/nova alfredxw open_source other silver conditional try_now novelists and creators working on long-form fiction interactive fiction builders who need branching plus shared lore", "material_mover": false }, { "id": "evt_6d7161a93ee3f3fc695a", "entity_id": "gh:google/adk-js", "item_url": "/item/google-adk-js/", "title": "Google ADK JS", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1340, "after": 1345, "explanation": "Stars changed: 1340 → 1345.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Framework", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "JavaScript/TypeScript teams building agent systems", "platform teams needing evaluation hooks with agent orchestration" ], "risk_categories": [], "search_text": "google adk js google open_source other gold none try_now javascript/typescript teams building agent systems platform teams needing evaluation hooks with agent orchestration", "material_mover": false }, { "id": "evt_6d386dac96f7d7ea7768", "entity_id": "gh:biao994/docpaws", "item_url": "/item/biao994-docpaws/", "title": "biao994/DocPaws", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 189, "after": 190, "explanation": "Stars changed: 189 → 190.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "worth_watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "RAG Doc Assistant", "section": "RAG", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "Developers building internal document Q&A systems that need clearer refusal behavior", "Teams evaluating RAG stacks that include regression-style retrieval testing" ], "risk_categories": [], "search_text": "biao994/docpaws biao994 open_source other silver none worth_watch developers building internal document q&a systems that need clearer refusal behavior teams evaluating rag stacks that include regression-style retrieval testing langchain", "material_mover": false }, { "id": "evt_6d23c6032e25927a3010", "entity_id": "gh:microsoft/apm", "item_url": "/item/microsoft-apm/", "title": "microsoft/apm", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3519, "after": 3533, "explanation": "Stars changed: 3519 → 3533.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool / CLI", "section": "Microsoft's Agent Package Manager for Coding", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "microsoft/apm microsoft open_source other gold low try_now ai developers technical founders claude code", "material_mover": false }, { "id": "evt_6d20ed960037e8aa2c08", "entity_id": "gh:scottcjn/rustchain", "item_url": "/item/scottcjn-rustchain/", "title": "Scottcjn/Rustchain", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 573, "after": 581, "explanation": "Stars changed: 573 → 581.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 6.15, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "scottcjn/rustchain scottcjn open_source other other bronze none watch ai developers technical founders", "material_mover": false }, { "id": "evt_6d10f654f4f972daebba", "entity_id": "gh:cloudflare/agentic-inbox", "item_url": "/item/cloudflare-agentic-inbox/", "title": "cloudflare/agentic-inbox", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6812, "after": 6822, "explanation": "Stars changed: 6812 → 6822.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Self-Hosted Email Client / AI", "section": "Apache-2.0 Self-Hosted AI Email Client — Email", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive", "account" ], "search_text": "cloudflare/agentic-inbox cloudflare open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_6d09329af91389f2ca45", "entity_id": "gh:lobehub/lobehub", "item_url": "/item/lobehub-lobehub/", "title": "lobehub/lobehub", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.2.14-canary.77", "after": "v0.0.0-nightly.pr18275.26417", "explanation": "Version changed: v2.2.14-canary.77 → v0.0.0-nightly.pr18275.26417.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.43, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "lobehub/lobehub lobehub open_source other gold none try_now ai developers technical founders claude google gemini model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_6ce5473c48825eb28d43", "entity_id": "gh:jiweiyeah/skills-manager", "item_url": "/item/jiweiyeah-skills-manager/", "title": "jiweiyeah/Skills-Manager", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 931, "after": 933, "explanation": "Stars changed: 931 → 933.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Agent Skills", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Developers using several coding assistants across the same machine", "Teams standardizing shared skills across Claude Code, Codex, Cursor, Gemini CLI, and related tools" ], "risk_categories": [], "search_text": "jiweiyeah/skills-manager jiweiyeah open_source other gold conditional try_now developers using several coding assistants across the same machine teams standardizing shared skills across claude code, codex, cursor, gemini cli, and related tools claude code openai codex", "material_mover": false }, { "id": "evt_6cb9e691f82a87d327a6", "entity_id": "gh:pawurb/hotpath-rs", "item_url": "/item/pawurb-hotpath-rs/", "title": "pawurb/hotpath-rs", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1664, "after": 1669, "explanation": "Stars changed: 1664 → 1669.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MIT Rust performance profiler", "section": "Hotpath: Rust Performance Profiler with Native", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Rust developers, performance engineers, SREs, infrastructure engineers, AI coding agent developers, MCP server users", "Rust developers + performance engineers that want the time + CPU + memory profiling in one tool (identifies expensive" ], "risk_categories": [], "search_text": "pawurb/hotpath-rs pawurb open_source other silver low try_now rust developers, performance engineers, sres, infrastructure engineers, ai coding agent developers, mcp server users, observability practitioners, ai-curious readers tracking the rust performance rust developers + performance engineers that want the time + cpu + memory profiling in one tool (ident", "material_mover": false }, { "id": "evt_6cb7369bf682d5cdf669", "entity_id": "gh:modem-dev/hunk", "item_url": "/item/modem-dev-hunk/", "title": "modem-dev/hunk", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8270, "after": 8302, "explanation": "Stars changed: 8270 → 8302.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Review-First Terminal Diff Viewer for Agentic", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [ "system" ], "search_text": "modem-dev/hunk modem-dev open_source coding_agent coding_agent gold low try_now software engineers developer-tool teams", "material_mover": false }, { "id": "evt_6c994ef7f36f70c90baa", "entity_id": "gh:cortexkit/aft", "item_url": "/item/cortexkit-aft/", "title": "cortexkit/aft", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 248, "after": 249, "explanation": "Stars changed: 248 → 249.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 4.8, "best_for": [ "builders designing custom coding-agent stacks", "teams that want symbol-aware file operations instead of whole-file rewrites" ], "risk_categories": [ "impact" ], "search_text": "cortexkit/aft cortexkit open_source other silver high worth_watch builders designing custom coding-agent stacks teams that want symbol-aware file operations instead of whole-file rewrites", "material_mover": false }, { "id": "evt_6c984cf527906552e167", "entity_id": "gh:elara-labs/code-context-engine", "item_url": "/item/elara-labs-code-context-engine/", "title": "elara-labs/code-context-engine", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 394, "after": 393, "explanation": "Stars changed: 394 → 393.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Code-Context Engine", "section": "MIT Local-First Code Indexing Engine", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [ "account" ], "search_text": "elara-labs/code-context-engine elara-labs open_source coding_agent coding_agent gold low try_now software engineers developer-tool teams claude claude code openai codex", "material_mover": false }, { "id": "evt_6c8f3d0da84dae356bc3", "entity_id": "gh:antigmalabs/ante", "item_url": "/item/antigmalabs-ante/", "title": "AntigmaLabs/ante", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.preview.76", "after": "v0.preview.77", "explanation": "Version changed: v0.preview.76 → v0.preview.77.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers who want a Claude Code / Codex alternative with no external service dependency", "CI / air-gapped teams that need an offline coding agent binary" ], "risk_categories": [ "system" ], "search_text": "antigmalabs/ante antigmalabs open_source other gold conditional try_now developers who want a claude code / codex alternative with no external service dependency ci / air-gapped teams that need an offline coding agent binary", "material_mover": false }, { "id": "evt_6c75a11a9c26e805ac11", "entity_id": "gh:kasturikhanke/generative-loaders", "item_url": "/item/kasturikhanke-generative-loaders/", "title": "kasturikhanke/generative-loaders", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 111, "after": 119, "explanation": "Stars changed: 111 → 119.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 6.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Frontend Library", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "React developers building chat, code-generation, and image-generation UIs", "design-system teams standardizing loading affordances for streaming interfaces" ], "risk_categories": [], "search_text": "kasturikhanke/generative-loaders kasturikhanke open_source other silver none try_now react developers building chat, code-generation, and image-generation uis design-system teams standardizing loading affordances for streaming interfaces", "material_mover": false }, { "id": "evt_6c449af976cfc83da895", "entity_id": "gh:gizclaw/flowcraft", "item_url": "/item/gizclaw-flowcraft/", "title": "GizClaw/flowcraft", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "sdkx/v0.5.7", "after": "driver/qwen/v0.1.1", "explanation": "Version changed: sdkx/v0.5.7 → driver/qwen/v0.1.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Go teams building production agent services", "Infrastructure engineers who want a daemonized control plane instead of one-shot scripts" ], "risk_categories": [], "search_text": "gizclaw/flowcraft gizclaw open_source other gold none try_now go teams building production agent services infrastructure engineers who want a daemonized control plane instead of one-shot scripts anthropic openai", "material_mover": false }, { "id": "evt_6c2dfbea39364898cab6", "entity_id": "gh:rcarmo/piclaw", "item_url": "/item/rcarmo-piclaw/", "title": "rcarmo/piclaw", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 818, "after": 820, "explanation": "Stars changed: 818 → 820.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [ "system" ], "search_text": "rcarmo/piclaw rcarmo open_source coding_agent coding_agent silver high watch software engineers developer-tool teams docker self-hosted", "material_mover": false }, { "id": "evt_6c1ec7a88c34152bd1ba", "entity_id": "gh:dotnet/skills", "item_url": "/item/dotnet-skills/", "title": "dotnet/skills", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5143, "after": 5155, "explanation": "Stars changed: 5143 → 5155.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "coding_agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [], "search_text": "dotnet/skills dotnet open_source coding_agent coding_agent gold none try_now software engineers developer-tool teams", "material_mover": false }, { "id": "evt_6c17c6d66c2e396e19c3", "entity_id": "gh:web-infra-dev/midscene", "item_url": "/item/web-infra-dev-midscene/", "title": "web-infra-dev/midscene", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14555, "after": 14565, "explanation": "Stars changed: 14555 → 14565.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Testing / QA", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.4, "best_for": [ "QA engineers exploring AI-assisted UI automation", "developers adding vision-aware checks to Playwright suites" ], "risk_categories": [], "search_text": "web-infra-dev/midscene web-infra-dev open_source other gold conditional try_now qa engineers exploring ai-assisted ui automation developers adding vision-aware checks to playwright suites", "material_mover": false }, { "id": "evt_6bd45f566a023b5c7265", "entity_id": "gh:arc53/docsgpt", "item_url": "/item/arc53-docsgpt/", "title": "arc53/DocsGPT", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "0.18.0", "after": "0.19.0", "explanation": "Version changed: 0.18.0 → 0.19.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "knowledge-system builders", "search engineers" ], "risk_categories": [], "search_text": "arc53/docsgpt arc53 open_source rag_knowledge rag_knowledge silver high watch knowledge-system builders search engineers", "material_mover": false }, { "id": "evt_6bcb120ff1bab69ca341", "entity_id": "gh:0xplaygrounds/rig", "item_url": "/item/rig-mit-rust-llm-framework-for-modular-and-scalable-llm-applications-ope/", "title": "Rig: MIT Rust LLM Framework for Modular and Scalable LLM Applications (OpenAI / Anthropic / Cohere / Gemini / Ollama + Agents + Vector Stores, 7,865*)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8251, "after": 8259, "explanation": "Stars changed: 8251 → 8259.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "rig: mit rust llm framework for modular and scalable llm applications (openai / anthropic / cohere / gemini / ollama + agents + vector stores, 7,865*) 0xplaygrounds open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_6ae4a11ef4856bfde816", "entity_id": "gh:sma1lboy/kobe", "item_url": "/item/sma1lboy-kobe/", "title": "Sma1lboy/kobe", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.8.80", "after": "v0.8.85", "explanation": "Version changed: v0.8.80 → v0.8.85.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "AI developer tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers running multiple coding agents", "agent-builders" ], "risk_categories": [ "system" ], "search_text": "sma1lboy/kobe sma1lboy open_source other silver high worth_watch developers running multiple coding agents agent-builders", "material_mover": false }, { "id": "evt_6a913ff942096da557c9", "entity_id": "gh:berriai/litellm", "item_url": "/item/berriai-litellm/", "title": "BerriAI/litellm", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 56193, "after": 56272, "explanation": "Stars changed: 56193 → 56272.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.0, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "AI Gateway", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "builders shipping multi-vendor AI products", "platform teams managing provider costs and quotas" ], "risk_categories": [], "search_text": "berriai/litellm berriai open_source inference_runtime inference_runtime gold conditional try_now builders shipping multi-vendor ai products platform teams managing provider costs and quotas anthropic azure openai langchain openai", "material_mover": false }, { "id": "evt_6a7ffe1259aa9eada2a3", "entity_id": "gh:volcengine/openviking", "item_url": "/item/volcengine-openviking/", "title": "volcengine/OpenViking", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 28280, "after": 28381, "explanation": "Stars changed: 28280 → 28381.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "agent developers tired of stitching ChromaDB + Mem0 + a custom skill loader together", "teams who want a single viking:// filesystem for memory + RAG resources + skills instead of three separate stores" ], "risk_categories": [], "search_text": "volcengine/openviking volcengine open_source rag_knowledge rag_knowledge gold conditional try_now agent developers tired of stitching chromadb + mem0 + a custom skill loader together teams who want a single viking:// filesystem for memory + rag resources + skills instead of three separate stores", "material_mover": false }, { "id": "evt_6a78c6f11dd55f656f79", "entity_id": "gh:riccardo8888/agent-link", "item_url": "/item/riccardo8888-agent-link/", "title": "Riccardo8888/agent-link", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "agent developers who need E2E-encrypted agent-to-agent messaging", "regulated-industry teams running agents on private infrastructure" ], "risk_categories": [], "search_text": "riccardo8888/agent-link riccardo8888 open_source other silver low try_now agent developers who need e2e-encrypted agent-to-agent messaging regulated-industry teams running agents on private infrastructure claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_6a775e7327a049a16c82", "entity_id": "gh:huggingface/diffusers", "item_url": "/item/huggingface-diffusers/", "title": "huggingface/diffusers", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 34292, "after": 34306, "explanation": "Stars changed: 34292 → 34306.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Generative media model tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 6.7, "best_for": [ "developers building image, video, or audio generation workflows", "researchers comparing diffusion model pipelines and schedulers" ], "risk_categories": [], "search_text": "huggingface/diffusers huggingface open_source other gold conditional try_now developers building image, video, or audio generation workflows researchers comparing diffusion model pipelines and schedulers", "material_mover": false }, { "id": "evt_6a71cc4d4567fe0db77c", "entity_id": "gh:homeassistant-ai/ha-mcp", "item_url": "/item/homeassistant-ai-ha-mcp/", "title": "homeassistant-ai/ha-mcp", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v8.2.0.dev2316", "after": "v8.2.0.dev2320", "explanation": "Version changed: v8.2.0.dev2316 → v8.2.0.dev2320.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "conditional", "verdict": "watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Platform", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "smarthome operators experimenting with AI-driven automation", "hobbyists testing MCP integration in local IoT environments" ], "risk_categories": [], "search_text": "homeassistant-ai/ha-mcp homeassistant-ai open_source other bronze conditional watch smarthome operators experimenting with ai-driven automation hobbyists testing mcp integration in local iot environments claude model context protocol model context protocol", "material_mover": false }, { "id": "evt_6a6fbc12c3028293b0a7", "entity_id": "gh:rush86999/atom", "item_url": "/item/rush86999-atom/", "title": "rush86999/atom", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 825, "after": 826, "explanation": "Stars changed: 825 → 826.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Platform", "section": "AI Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "operations-heavy teams", "self-hosting enthusiasts" ], "risk_categories": [], "search_text": "rush86999/atom rush86999 open_source other silver conditional watch operations-heavy teams self-hosting enthusiasts slack", "material_mover": false }, { "id": "evt_6a4d50445b197e1379cd", "entity_id": "gh:openai/codex", "item_url": "/item/openai-codex/", "title": "openai/codex", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "rust-v0.148.0-alpha.9", "after": "rust-v0.148.0-alpha.12", "explanation": "Version changed: rust-v0.148.0-alpha.9 → rust-v0.148.0-alpha.12.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 9.4, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool / CLI", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "developers who want a terminal-native coding agent", "teams that need command-line productivity with visible diffs before commit" ], "risk_categories": [ "system" ], "search_text": "openai/codex openai open_source coding_agent coding_agent gold none try_now developers who want a terminal-native coding agent teams that need command-line productivity with visible diffs before commit", "material_mover": false }, { "id": "evt_6a464ed7c523347a9572", "entity_id": "gh:itmisx/deepx-code", "item_url": "/item/itmisx-deepx-code/", "title": "itmisx/deepx-code", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 374, "after": 377, "explanation": "Stars changed: 374 → 377.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "AI developer tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers", "agent-builders" ], "risk_categories": [ "system" ], "search_text": "itmisx/deepx-code itmisx open_source other gold medium try_now developers agent-builders", "material_mover": false }, { "id": "evt_6a33ea524a1862425c50", "entity_id": "gh:itsthelore/rac-core", "item_url": "/item/itsthelore-rac-core/", "title": "itsthelore/rac-core", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 290, "after": 289, "explanation": "Stars changed: 290 → 289.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Knowledge / MCP", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Teams already writing ADRs or requirements in Markdown", "Engineering orgs that want agents grounded in reviewed project knowledge rather than similarity search alone" ], "risk_categories": [], "search_text": "itsthelore/rac-core itsthelore open_source rag_knowledge rag_knowledge gold conditional try_now teams already writing adrs or requirements in markdown engineering orgs that want agents grounded in reviewed project knowledge rather than similarity search alone", "material_mover": false }, { "id": "evt_6a036debaa4101bbe34a", "entity_id": "gh:anthropics/jacobian-lens", "item_url": "/item/anthropics-jacobian-lens/", "title": "anthropics/jacobian-lens", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1744, "after": 1759, "explanation": "Stars changed: 1744 → 1759.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 reference", "section": "Anthropic Global-Workspace Jacobian Lens", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Interpretability researchers, ML researchers, mechanistic interpretability practitioners, AI safety researchers", "Interpretability researchers + academic researchers that want the canonical Anthropic reference implementation for the" ], "risk_categories": [], "search_text": "anthropics/jacobian-lens anthropics open_source other gold low try_now interpretability researchers, ml researchers, mechanistic interpretability practitioners, ai safety researchers, academic researchers, ai-curious readers tracking anthropic interpretability interpretability researchers + academic researchers that want the canonical anthropic reference imp", "material_mover": false }, { "id": "evt_69b9e6ec354a68c873bf", "entity_id": "gh:410979729/scope-recall-hermes", "item_url": "/item/410979729-scope-recall-hermes/", "title": "410979729/scope-recall-hermes", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 230, "after": 234, "explanation": "Stars changed: 230 → 234.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "AI developer tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Hermes Agent users", "agent builders adding long-term memory" ], "risk_categories": [], "search_text": "410979729/scope-recall-hermes 410979729 open_source rag_knowledge rag_knowledge silver conditional try_now hermes agent users agent builders adding long-term memory", "material_mover": false }, { "id": "evt_699db964f4db8c5e98db", "entity_id": "gh:baidu-baige/loongforge", "item_url": "/item/baidu-baige-loongforge/", "title": "baidu-baige/LoongForge", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 344, "after": 360, "explanation": "Stars changed: 344 → 360.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "research", "verification_stage": "discovered", "type": "AI Infrastructure / Training", "section": "Apache-2.0 Unified Megatron-LM-Based Training", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "AI researchers", "evaluation engineers" ], "risk_categories": [], "search_text": "baidu-baige/loongforge baidu-baige research research research gold low try_now ai researchers evaluation engineers", "material_mover": false }, { "id": "evt_69847fd1aa46d736cc39", "entity_id": "gh:itayinbarr/little-coder", "item_url": "/item/itayinbarr-little-coder/", "title": "itayinbarr/little-coder", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2368, "after": 2374, "explanation": "Stars changed: 2368 → 2374.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local Coding Agent", "section": "Local AI / AI Coding", "local_ai": true, "local_model_compatible": true, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers experimenting with local coding agents", "builders comparing small-model and hosted-model workflows" ], "risk_categories": [], "search_text": "itayinbarr/little-coder itayinbarr open_source other silver conditional try_now developers experimenting with local coding agents builders comparing small-model and hosted-model workflows ollama", "material_mover": false }, { "id": "evt_691506db7a062b2a7e6e", "entity_id": "gh:sigoden/aichat", "item_url": "/item/sigoden-aichat/", "title": "sigoden/aichat", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10349, "after": 10348, "explanation": "Stars changed: 10349 → 10348.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / CLI", "section": "AI Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers", "terminal power users" ], "risk_categories": [ "system" ], "search_text": "sigoden/aichat sigoden open_source other silver none try_now developers terminal power users claude google gemini ollama openai", "material_mover": false }, { "id": "evt_69013b20e55365dda46f", "entity_id": "gh:opencoworkai/open-codesign", "item_url": "/item/opencoworkai-open-codesign/", "title": "OpenCoworkAI/open-codesign", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7712, "after": 7717, "explanation": "Stars changed: 7712 → 7717.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Design", "section": "MIT Open-Source Claude Design + v0 + Lovable +", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "opencoworkai/open-codesign opencoworkai open_source other gold low try_now ai developers technical founders anthropic claude claude code google gemini ollama openai", "material_mover": false }, { "id": "evt_68fa2af63411bea46ae2", "entity_id": "gh:kreuzberg-dev/kreuzberg", "item_url": "/item/kreuzberg-dev-kreuzberg/", "title": "kreuzberg-dev/kreuzberg", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8967, "after": 9006, "explanation": "Stars changed: 8967 → 9006.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Framework", "section": "Document AI / Extraction", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "RAG builders", "document automation teams" ], "risk_categories": [], "search_text": "kreuzberg-dev/kreuzberg kreuzberg-dev open_source other gold conditional try_now rag builders document automation teams", "material_mover": false }, { "id": "evt_68b631e9b35c5767a25c", "entity_id": "gh:openmoss/moss-tts-nano", "item_url": "/item/openmoss-moss-tts-nano/", "title": "OpenMOSS/MOSS-TTS-Nano", "category": "model", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4138, "after": 4150, "explanation": "Stars changed: 4138 → 4150.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model / Research", "section": "Open-Source Multilingual Tiny Speech Generation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "model evaluators", "AI application builders" ], "risk_categories": [], "search_text": "openmoss/moss-tts-nano openmoss open_source model model silver low try_now model evaluators ai application builders", "material_mover": false }, { "id": "evt_68931654024c0c3228c6", "entity_id": "gh:inkeep/open-knowledge", "item_url": "/item/inkeep-open-knowledge/", "title": "inkeep/open-knowledge", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3413, "after": 3424, "explanation": "Stars changed: 3413 → 3424.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GPL-3.0-or-later native macOS", "section": "inkeep/open-knowledge", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "**AI agent users (Claude Code / Codex / Cursor / OpenCode) who want a portable markdown knowledge base their agents", "**Teams implementing Karpathy's LLM Wiki pattern** — the workflow page in the docs describes the canonical 'agent" ], "risk_categories": [], "search_text": "inkeep/open-knowledge inkeep open_source other gold low try_now **ai agent users (claude code / codex / cursor / opencode) who want a portable markdown knowledge base their agents can read and edit** — openknowledge is the gpl-3.0-or-later native macos markdown **teams implementing karpathy's llm wiki pattern** — the workflow page in the docs describes t", "material_mover": false }, { "id": "evt_687a71444ab3e6c9ef4b", "entity_id": "gh:arindam200/awesome-ai-apps", "item_url": "/item/arindam200-awesome-ai-apps/", "title": "Arindam200/awesome-ai-apps", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 13363, "after": 13365, "explanation": "Stars changed: 13363 → 13365.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "medium", "verdict": "watch", "score": 6.5, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "AI Directory / Collection", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "arindam200/awesome-ai-apps arindam200 open_source other bronze medium watch ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_686bc5993dade55de6b3", "entity_id": "gh:robzilla1738/supergoal", "item_url": "/item/robzilla1738-supergoal/", "title": "robzilla1738/supergoal", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 660, "after": 661, "explanation": "Stars changed: 660 → 661.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Workflow", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Claude Code and Codex users who run long multi-step tasks", "Developers who want an explicit planning phase before autonomous execution" ], "risk_categories": [ "system" ], "search_text": "robzilla1738/supergoal robzilla1738 open_source coding_agent coding_agent gold conditional try_now claude code and codex users who run long multi-step tasks developers who want an explicit planning phase before autonomous execution", "material_mover": false }, { "id": "evt_685cbe5a3e16fe19fe8a", "entity_id": "gh:vinrobotics/vla.cpp", "item_url": "/item/vinrobotics-vla-cpp/", "title": "VinRobotics/vla.cpp", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 154, "after": 155, "explanation": "Stars changed: 154 → 155.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "VLA Inference Runtime", "section": "Local AI and Models", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Robotics teams evaluating open VLA models on edge hardware", "Builders who want a llama.cpp-style deployment story for action-taking models" ], "risk_categories": [], "search_text": "vinrobotics/vla.cpp vinrobotics open_source inference_runtime inference_runtime gold none try_now robotics teams evaluating open vla models on edge hardware builders who want a llama.cpp-style deployment story for action-taking models", "material_mover": false }, { "id": "evt_68104d0cc6f3c330e31c", "entity_id": "gh:ai4s-research/open-science", "item_url": "/item/ai4s-research-open-science/", "title": "ai4s-research/open-science", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1310, "after": 1321, "explanation": "Stars changed: 1310 → 1321.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "research", "verification_stage": "discovered", "type": "Open-source Tauri 2 + OpenCode", "section": "AI Agent Runtime", "local_ai": true, "local_model_compatible": true, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Research groups, computational scientists, biology / chemistry / materials / medicine / engineering domain scientists", "Teams that need a real installable desktop app (Tauri 2 .dmg / .app / NSIS / .msi installer) with a single-binary" ], "risk_categories": [], "search_text": "ai4s-research/open-science ai4s-research research research research gold low try_now research groups, computational scientists, biology / chemistry / materials / medicine / engineering domain scientists, and ai-for-science builders who want an open-source alternative to anthropic's teams that need a real installable desktop app (tauri 2 .dmg / .app / nsis /", "material_mover": false }, { "id": "evt_67d8ea618b35176f41d3", "entity_id": "gh:clawbio/clawbio", "item_url": "/item/clawbio-clawbio/", "title": "ClawBio/ClawBio", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1097, "after": 1100, "explanation": "Stars changed: 1097 → 1100.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Bioinformatics / Agent Skills", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "bioinformatics researchers", "genomics teams" ], "risk_categories": [], "search_text": "clawbio/clawbio clawbio open_source other silver conditional watch bioinformatics researchers genomics teams", "material_mover": false }, { "id": "evt_67d4a26e3bde246c2001", "entity_id": "gh:kagent-dev/kagent", "item_url": "/item/kagent-dev-kagent/", "title": "kagent-dev/kagent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3502, "after": 3505, "explanation": "Stars changed: 3502 → 3505.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Platform", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "platform teams using Kubernetes for AI workloads", "ops-minded teams that want lifecycle control for many agents" ], "risk_categories": [], "search_text": "kagent-dev/kagent kagent-dev open_source other silver conditional try_now platform teams using kubernetes for ai workloads ops-minded teams that want lifecycle control for many agents model context protocol model context protocol", "material_mover": false }, { "id": "evt_67af3fc46efd9e00ffbd", "entity_id": "gh:tutti-os/tutti", "item_url": "/item/tutti-os-tutti/", "title": "tutti-os/tutti", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3256, "after": 3268, "explanation": "Stars changed: 3256 → 3268.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Workspace", "section": "Coding Workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Builders who bounce between Claude Code, Codex, and design or document tools in the same project", "Teams evaluating GUI-first collaboration layers for multiple agent subscriptions" ], "risk_categories": [], "search_text": "tutti-os/tutti tutti-os open_source other silver conditional worth_watch builders who bounce between claude code, codex, and design or document tools in the same project teams evaluating gui-first collaboration layers for multiple agent subscriptions claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_676bbc55c1c9ff500ab5", "entity_id": "gh:vasihemanth/tokentelemetry", "item_url": "/item/vasihemanth-tokentelemetry/", "title": "VasiHemanth/tokentelemetry", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 308, "after": 310, "explanation": "Stars changed: 308 → 310.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Observability Tool", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Developers comparing the real token cost of Claude Code, Codex, Gemini CLI, and similar tools", "Hermes operators who want a dedicated view into cron, webhook, and messaging-source activity" ], "risk_categories": [ "account" ], "search_text": "vasihemanth/tokentelemetry vasihemanth open_source coding_agent coding_agent silver conditional try_now developers comparing the real token cost of claude code, codex, gemini cli, and similar tools hermes operators who want a dedicated view into cron, webhook, and messaging-source activity claude code openai codex", "material_mover": false }, { "id": "evt_67096d30f00d02a5fc08", "entity_id": "gh:civitai/civitai", "item_url": "/item/civitai-civitai/", "title": "civitai/civitai", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v5.0.2271", "after": "v5.1.0", "explanation": "Version changed: v5.0.2271 → v5.1.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.82, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "civitai/civitai civitai open_source other other silver none watch ai developers technical founders", "material_mover": false }, { "id": "evt_66be0f2e0b6fc7938713", "entity_id": "gh:qwenlm/qwen-code", "item_url": "/item/qwenlm-qwen-code/", "title": "QwenLM/qwen-code", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "desktop-v0.2.1", "after": "v0.21.12-preview.1", "explanation": "Version changed: desktop-v0.2.1 → v0.21.12-preview.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "AI Coding", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI coding users", "developers who prefer terminal workflows" ], "risk_categories": [ "system" ], "search_text": "qwenlm/qwen-code qwenlm open_source other gold conditional try_now ai coding users developers who prefer terminal workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_668dec91f1fbbaa77b8b", "entity_id": "gh:ksimback/looper", "item_url": "/item/ksimback-looper/", "title": "ksimback/looper", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 702, "after": 703, "explanation": "Stars changed: 702 → 703.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Skill", "section": "AI Coding / Multi-Agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Claude Code users", "developers designing agent workflows" ], "risk_categories": [], "search_text": "ksimback/looper ksimback open_source other silver conditional try_now claude code users developers designing agent workflows claude code", "material_mover": false }, { "id": "evt_6684554881c1e41b4185", "entity_id": "gh:typewhisper/typewhisper-mac", "item_url": "/item/typewhisper-typewhisper-mac/", "title": "TypeWhisper/typewhisper-mac", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "plugin-mcp-client-v0.2.1", "after": "v1.6.0-daily.20260813", "explanation": "Version changed: plugin-mcp-client-v0.2.1 → v1.6.0-daily.20260813.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Productivity", "local_ai": true, "local_model_compatible": true, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "macOS users", "writers and researchers" ], "risk_categories": [ "sensitive" ], "search_text": "typewhisper/typewhisper-mac typewhisper open_source other gold conditional try_now macos users writers and researchers", "material_mover": false }, { "id": "evt_663dda506e9041ce85b4", "entity_id": "gh:rpamis/comet", "item_url": "/item/rpamis-comet/", "title": "rpamis/comet", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "0.4.0-beta.17", "after": "0.4.0-beta.18", "explanation": "Version changed: 0.4.0-beta.17 → 0.4.0-beta.18.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Agent Skill", "section": "MIT `@rpamis/comet` Phase-Guarded Five-Phase", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [], "search_text": "rpamis/comet rpamis open_source coding_agent coding_agent gold low try_now software engineers developer-tool teams", "material_mover": false }, { "id": "evt_661c109066184f7606c4", "entity_id": "gh:chaitanyagiri/munder-difflin", "item_url": "/item/chaitanyagiri-munder-difflin/", "title": "chaitanyagiri/munder-difflin", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 677, "after": 678, "explanation": "Stars changed: 677 → 678.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "worth_watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Ops Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 4.2, "best_for": [ "Developers already using Claude Code, Codex, OpenCode, Crush, or pi.dev in parallel", "Agent operators who want local oversight, approvals, and worktree isolation" ], "risk_categories": [ "system" ], "search_text": "chaitanyagiri/munder-difflin chaitanyagiri open_source other agent_framework gold medium worth_watch developers already using claude code, codex, opencode, crush, or pi.dev in parallel agent operators who want local oversight, approvals, and worktree isolation claude code", "material_mover": false }, { "id": "evt_660c06ced83a5c656220", "entity_id": "gh:colemurray/background-agents", "item_url": "/item/colemurray-background-agents/", "title": "ColeMurray/background-agents", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2648, "after": 2651, "explanation": "Stars changed: 2648 → 2651.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "engineering teams", "platform engineers" ], "risk_categories": [ "system", "account" ], "search_text": "colemurray/background-agents colemurray open_source other gold none try_now engineering teams platform engineers", "material_mover": false }, { "id": "evt_65de7ba44c032568d49b", "entity_id": "gh:im4codes/imcodes", "item_url": "/item/im4codes-imcodes/", "title": "im4codes/imcodes", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "android-dev-v1.1-83911cb", "after": "android-dev-v1.1-db495b9", "explanation": "Version changed: android-dev-v1.1-83911cb → android-dev-v1.1-db495b9.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developer teams running more than one coding agent (Claude Code + Codex, or Gemini CLI + Cursor)", "platform engineers building a multi-agent orchestrator who want one shared memory and audit layer" ], "risk_categories": [], "search_text": "im4codes/imcodes im4codes open_source other gold conditional try_now developer teams running more than one coding agent (claude code + codex, or gemini cli + cursor) platform engineers building a multi-agent orchestrator who want one shared memory and audit layer claude claude code google gemini openai openai codex", "material_mover": false }, { "id": "evt_65be0b9d44a0fb5b3990", "entity_id": "gh:h4ckf0r0day/obscura", "item_url": "/item/h4ckf0r0day-obscura/", "title": "h4ckf0r0day/obscura", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 21291, "after": 21333, "explanation": "Stars changed: 21291 → 21333.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Browser Automation", "section": "Open-Source Rust Headless Browser for AI Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [], "search_text": "h4ckf0r0day/obscura h4ckf0r0day open_source agent_framework agent_framework gold low try_now agent builders ai platform engineers", "material_mover": false }, { "id": "evt_659309740bcb83235c7f", "entity_id": "gh:modsetter/surfsense", "item_url": "/item/modsetter-surfsense/", "title": "MODSetter/SurfSense", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 15884, "after": 15904, "explanation": "Stars changed: 15884 → 15904.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Knowledge & RAG", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "research and ops teams who want a NotebookLM-style knowledge surface on their own infrastructure", "security-conscious teams that need to keep ingested docs, web pages, and chat logs out of a third-party SaaS" ], "risk_categories": [ "sensitive" ], "search_text": "modsetter/surfsense modsetter open_source other gold conditional try_now research and ops teams who want a notebooklm-style knowledge surface on their own infrastructure security-conscious teams that need to keep ingested docs, web pages, and chat logs out of a third-party saas langchain ollama", "material_mover": false }, { "id": "evt_653a9dcbb79631c67e14", "entity_id": "gh:q00/ouroboros", "item_url": "/item/q00-ouroboros/", "title": "Q00/ouroboros", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5393, "after": 5404, "explanation": "Stars changed: 5393 → 5404.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.5, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "q00/ouroboros q00 open_source other silver high watch ai developers technical founders claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_6500cc535a154b1688c2", "entity_id": "gh:nvidia/nemo-agent-toolkit", "item_url": "/item/nvidia-nemo-agent-toolkit-apache-2-0-open-source-library-for-connecting/", "title": "NVIDIA NeMo Agent Toolkit: Apache-2.0 Open-Source Library for Connecting and Optimizing Teams of AI Agents (Profile / Optimize / Evaluate Primitives, NIM Integration)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2570, "after": 2575, "explanation": "Stars changed: 2570 → 2575.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "nvidia nemo agent toolkit: apache-2.0 open-source library for connecting and optimizing teams of ai agents (profile / optimize / evaluate primitives, nim integration) nvidia open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_64c7c219774d10f79cfd", "entity_id": "gh:speaches-ai/speaches", "item_url": "/item/speaches-ai-speaches/", "title": "speaches-ai/speaches", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3582, "after": 3585, "explanation": "Stars changed: 3582 → 3585.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local speech servers", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "developers replacing hosted speech APIs with a local endpoint", "builders adding transcription or speech output to agent workflows" ], "risk_categories": [], "search_text": "speaches-ai/speaches speaches-ai open_source other gold conditional try_now developers replacing hosted speech apis with a local endpoint builders adding transcription or speech output to agent workflows docker", "material_mover": false }, { "id": "evt_64c22247fb1316638678", "entity_id": "gh:e2b-dev/e2b", "item_url": "/item/e2b-dev-e2b/", "title": "e2b-dev/E2B", "category": "agent_framework", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "e2b@2.38.3", "after": "@e2b/python-sdk@2.39.1", "explanation": "Version changed: e2b@2.38.3 → @e2b/python-sdk@2.39.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.38, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [ "system" ], "search_text": "e2b-dev/e2b e2b-dev open_source agent_framework agent_framework silver none try_now agent builders ai platform engineers openai", "material_mover": false }, { "id": "evt_64b4e17ab490cfbf53e9", "entity_id": "gh:miromindai/miroflow", "item_url": "/item/miromindai-miroflow/", "title": "MiroMindAI/MiroFlow", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3092, "after": 3093, "explanation": "Stars changed: 3092 → 3093.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "miromindai/miroflow miromindai open_source other gold none try_now ai developers technical founders claude", "material_mover": false }, { "id": "evt_64842ad3547dd4ec388d", "entity_id": "gh:apple/coreai-models", "item_url": "/item/apple-coreai-models/", "title": "apple/coreai-models", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1482, "after": 1484, "explanation": "Stars changed: 1482 → 1484.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Edge / On-device AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Apple-platform app developers", "on-device AI teams" ], "risk_categories": [], "search_text": "apple/coreai-models apple open_source inference_runtime inference_runtime gold conditional try_now apple-platform app developers on-device ai teams", "material_mover": false }, { "id": "evt_6456f82811035e1e63e0", "entity_id": "gh:nodetool-ai/nodetool", "item_url": "/item/nodetool-ai-nodetool/", "title": "nodetool-ai/nodetool", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 466, "after": 469, "explanation": "Stars changed: 466 → 469.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 6.13, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "nodetool-ai/nodetool nodetool-ai open_source other other bronze none watch ai developers technical founders anthropic google gemini groq hugging face ollama openai vllm", "material_mover": false }, { "id": "evt_64192e9a6761ca25e85f", "entity_id": "gh:anomalyco/opencode", "item_url": "/item/anomalyco-opencode/", "title": "anomalyco/opencode", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.18.16", "after": "v1.18.18", "explanation": "Version changed: v1.18.16 → v1.18.18.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.3, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Coding Agent", "section": "AI Coding / Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers evaluating open coding agents", "teams that want a self-directed code assistant outside one IDE" ], "risk_categories": [], "search_text": "anomalyco/opencode anomalyco open_source other gold conditional try_now developers evaluating open coding agents teams that want a self-directed code assistant outside one ide", "material_mover": false }, { "id": "evt_640de36a43a149ae4194", "entity_id": "gh:semianalysisai/inferencex", "item_url": "/item/semianalysisai-inferencex/", "title": "SemiAnalysisAI/InferenceX", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1377, "after": 1383, "explanation": "Stars changed: 1377 → 1383.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "inference platform teams sizing hardware", "procurement engineers defending a GPU SKU decision" ], "risk_categories": [], "search_text": "semianalysisai/inferencex semianalysisai open_source other gold none try_now inference platform teams sizing hardware procurement engineers defending a gpu sku decision vllm", "material_mover": false }, { "id": "evt_640b8fb6b923002d1f54", "entity_id": "gh:nanonets/docstrange", "item_url": "/item/nanonets-docstrange/", "title": "NanoNets/docstrange", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1519, "after": 1520, "explanation": "Stars changed: 1519 → 1520.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Document extraction", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "developers converting PDFs and scanned documents into structured formats for retrieval or extraction pipelines", "teams comparing smaller open document-processing tools before choosing a heavier platform" ], "risk_categories": [], "search_text": "nanonets/docstrange nanonets open_source other silver conditional worth_watch developers converting pdfs and scanned documents into structured formats for retrieval or extraction pipelines teams comparing smaller open document-processing tools before choosing a heavier platform", "material_mover": false }, { "id": "evt_6407549632ec3091ec33", "entity_id": "gh:coze-dev/coze-loop", "item_url": "/item/coze-dev-coze-loop/", "title": "coze-dev/coze-loop", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5691, "after": 5695, "explanation": "Stars changed: 5691 → 5695.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "coze-dev/coze-loop coze-dev open_source other gold none try_now ai developers technical founders langchain openai", "material_mover": false }, { "id": "evt_63fc5660401b263b5b30", "entity_id": "gh:sgl-project/mini-sglang", "item_url": "/item/sgl-project-mini-sglang/", "title": "sgl-project/mini-sglang", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4738, "after": 4745, "explanation": "Stars changed: 4738 → 4745.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local AI tools", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.1, "best_for": [ "developers learning how modern local inference servers work", "teams building Linux-based OpenAI-compatible model endpoints" ], "risk_categories": [ "system" ], "search_text": "sgl-project/mini-sglang sgl-project open_source other inference_runtime gold conditional try_now developers learning how modern local inference servers work teams building linux-based openai-compatible model endpoints", "material_mover": false }, { "id": "evt_63f08db76eca9ca5d963", "entity_id": "gh:bradautomates/claude-video", "item_url": "/item/bradautomates-claude-video/", "title": "bradautomates/claude-video", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 15119, "after": 15297, "explanation": "Stars changed: 15119 → 15297.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Claude Code / Codex / Cursor /", "section": "AI Agent Video Skill", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI-coding power users, agent developers, automation builders, knowledge workers, technical writers, AI-curious", "Engineering teams that want agents to analyze competitor videos -- paste a YouTube link and ask the agent what hook" ], "risk_categories": [], "search_text": "bradautomates/claude-video bradautomates open_source other gold low try_now ai-coding power users, agent developers, automation builders, knowledge workers, technical writers, ai-curious readers, and any developer who wants an ai agent to analyze video content end-to-end engineering teams that want agents to analyze competitor videos -- paste a youtube link", "material_mover": false }, { "id": "evt_638ea21876734e951c93", "entity_id": "gh:ownpilot/ownpilot", "item_url": "/item/ownpilot-ownpilot/", "title": "ownpilot/OwnPilot", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 423, "after": 424, "explanation": "Stars changed: 423 → 424.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "builders who want a self-hosted personal AI assistant with full data sovereignty instead of a hosted chat product", "developers who want one platform covering agents, voice, browser automation, IoT, and messaging-channel connectivity" ], "risk_categories": [ "sensitive" ], "search_text": "ownpilot/ownpilot ownpilot open_source other silver conditional watch builders who want a self-hosted personal ai assistant with full data sovereignty instead of a hosted chat product developers who want one platform covering agents, voice, browser automation, iot, and messaging-channel connectivity", "material_mover": false }, { "id": "evt_638df18b9329de9f6d9d", "entity_id": "gh:kieranklaassen/riffrec", "item_url": "/item/kieranklaassen-riffrec/", "title": "kieranklaassen/riffrec", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 88, "after": 89, "explanation": "Stars changed: 88 → 89.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Feedback Recorder", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Product and engineering teams collecting higher-signal bug reports and UX feedback", "Developers who want agents to inspect session evidence instead of relying on a written retelling" ], "risk_categories": [], "search_text": "kieranklaassen/riffrec kieranklaassen open_source other silver conditional try_now product and engineering teams collecting higher-signal bug reports and ux feedback developers who want agents to inspect session evidence instead of relying on a written retelling", "material_mover": false }, { "id": "evt_638c769acaf159b542b1", "entity_id": "gh:onlyterp/ultracode-shim", "item_url": "/item/onlyterp-ultracode-shim/", "title": "OnlyTerp/UltraCode-Shim", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 419, "after": 420, "explanation": "Stars changed: 419 → 420.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Harness", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "Claude Code users comparing different model providers for long workflow runs", "Developers who want a stronger orchestrator model and a cheaper worker model in the same session" ], "risk_categories": [ "system" ], "search_text": "onlyterp/ultracode-shim onlyterp open_source other inference_runtime gold conditional try_now claude code users comparing different model providers for long workflow runs developers who want a stronger orchestrator model and a cheaper worker model in the same session", "material_mover": false }, { "id": "evt_635a309ff2e0081f0765", "entity_id": "gh:brycewang-stanford/statspai", "item_url": "/item/brycewang-stanford-statspai/", "title": "brycewang-stanford/StatsPAI", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 297, "after": 298, "explanation": "Stars changed: 297 → 298.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Library / Framework", "section": "AI Agents / Applied Econometrics", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "applied econometrics researchers who need an MIT-licensed, open-source agent-native Python library for causal", "data science teams who want a single library that supports difference-in-differences, instrumental variables" ], "risk_categories": [], "search_text": "brycewang-stanford/statspai brycewang-stanford open_source data_tooling data_tooling gold low try_now applied econometrics researchers who need an mit-licensed, open-source agent-native python library for causal inference methods that ai coding agents can call data science teams who want a single library that supports difference-in-differences, instrumental", "material_mover": false }, { "id": "evt_6347c4043ea6a91f42be", "entity_id": "gh:firebase/firebase-ios-sdk", "item_url": "/item/firebase-firebase-ios-sdk/", "title": "firebase/firebase-ios-sdk", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6650, "after": 6652, "explanation": "Stars changed: 6650 → 6652.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 6.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "firebase/firebase-ios-sdk firebase open_source other other bronze none watch ai developers technical founders google gemini", "material_mover": false }, { "id": "evt_63223af9ea438f3b8edc", "entity_id": "gh:microsoft/playwright-mcp", "item_url": "/item/microsoft-playwright-mcp/", "title": "microsoft/playwright-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 36051, "after": 36090, "explanation": "Stars changed: 36051 → 36090.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent builders who need reliable browser control without a vision-only stack", "Developers wiring web automation into Codex, Claude Code, VS Code, Cursor, or similar MCP clients" ], "risk_categories": [], "search_text": "microsoft/playwright-mcp microsoft open_source other gold conditional try_now agent builders who need reliable browser control without a vision-only stack developers wiring web automation into codex, claude code, vs code, cursor, or similar mcp clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_62b2ccf1ee2df62e9e60", "entity_id": "gh:agent-sh/computer-use-linux", "item_url": "/item/agent-sh-computer-use-linux/", "title": "agent-sh/computer-use-linux", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 388, "after": 392, "explanation": "Stars changed: 388 → 392.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "worth_watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Computer Use / MCP", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent-tool builders who need Linux desktop control through a standard MCP surface", "Hermes, Claude, or Codex users on Linux who want a supported path for local computer use" ], "risk_categories": [], "search_text": "agent-sh/computer-use-linux agent-sh open_source other gold high worth_watch agent-tool builders who need linux desktop control through a standard mcp surface hermes, claude, or codex users on linux who want a supported path for local computer use claude model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_62ab1b6dcd062a652741", "entity_id": "gh:scisharp/botsharp", "item_url": "/item/scisharp-botsharp/", "title": "SciSharp/BotSharp", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "r5.2-image-composition", "explanation": "Version changed: not recorded → r5.2-image-composition.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ ".NET / C# enterprise development teams who need a real Apache-2.0 multi-agent AI framework that plugs into the same C#", "teams building production chatbots on Microsoft infrastructure (.NET Core, Azure, Microsoft Bot Framework) who want a" ], "risk_categories": [], "search_text": "scisharp/botsharp scisharp open_source other gold low try_now .net / c# enterprise development teams who need a real apache-2.0 multi-agent ai framework that plugs into the same c# surface they already use for business logic teams building production chatbots on microsoft infrastructure (.net core, azure, microsoft bot framework) who want a multi-agent frame", "material_mover": false }, { "id": "evt_62a737e830ab22db1ca8", "entity_id": "gh:therealyt/git-knife", "item_url": "/item/therealyt-git-knife/", "title": "TheRealYT/git-knife", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "OSS maintainers cleaning up after agent-generated commits", "teams rebasing AI-generated work onto clean commit histories" ], "risk_categories": [], "search_text": "therealyt/git-knife therealyt open_source other silver medium try_now oss maintainers cleaning up after agent-generated commits teams rebasing ai-generated work onto clean commit histories", "material_mover": false }, { "id": "evt_62a0611f2554806c0cf1", "entity_id": "gh:fennaraofficial/fennara-godot-ai", "item_url": "/item/fennaraofficial-fennara-godot-ai/", "title": "fennaraOfficial/fennara-godot-ai", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 248, "after": 249, "explanation": "Stars changed: 248 → 249.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Game Dev MCP", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Godot developers who want Claude Code or Codex to understand scene trees and runtime diagnostics", "Teams building AI-assisted game workflows around MCP rather than editor-agnostic file tools" ], "risk_categories": [], "search_text": "fennaraofficial/fennara-godot-ai fennaraofficial open_source other gold conditional try_now godot developers who want claude code or codex to understand scene trees and runtime diagnostics teams building ai-assisted game workflows around mcp rather than editor-agnostic file tools claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_629107a7747f7d83fdae", "entity_id": "gh:fluxvla/fluxvla", "item_url": "/item/fluxvla-fluxvla/", "title": "FluxVLA/FluxVLA", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 605, "after": 607, "explanation": "Stars changed: 605 → 607.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "worth_watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Embodied AI engineering", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 4.8, "best_for": [ "robotics researchers evaluating VLA workflows", "embodied-AI builders looking for an end-to-end engineering stack" ], "risk_categories": [], "search_text": "fluxvla/fluxvla fluxvla open_source other gold medium worth_watch robotics researchers evaluating vla workflows embodied-ai builders looking for an end-to-end engineering stack", "material_mover": false }, { "id": "evt_628402753bf8a44468a0", "entity_id": "gh:zzet/gortex", "item_url": "/item/zzet-gortex/", "title": "zzet/gortex", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1131, "after": 1135, "explanation": "Stars changed: 1131 → 1135.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Code Intelligence", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers using coding agents", "large codebase maintainers" ], "risk_categories": [ "account" ], "search_text": "zzet/gortex zzet open_source other gold conditional watch developers using coding agents large codebase maintainers claude code", "material_mover": false }, { "id": "evt_627e1efe700d3e3ac0d7", "entity_id": "gh:sawyerhood/dev-browser", "item_url": "/item/sawyerhood-dev-browser/", "title": "SawyerHood/dev-browser", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6536, "after": 6539, "explanation": "Stars changed: 6536 → 6539.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Browser automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.9, "best_for": [ "developers adding browser actions to local agents", "teams that want a more constrained browser scripting model than ad hoc automation glue" ], "risk_categories": [ "system" ], "search_text": "sawyerhood/dev-browser sawyerhood open_source other gold medium try_now developers adding browser actions to local agents teams that want a more constrained browser scripting model than ad hoc automation glue claude code", "material_mover": false }, { "id": "evt_627ab0c58b865df2d9f5", "entity_id": "gh:ibm/assetopsbench", "item_url": "/item/ibm-assetopsbench/", "title": "IBM/AssetOpsBench", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2141, "after": 2148, "explanation": "Stars changed: 2141 → 2148.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Benchmark", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "industrial-AI researchers who need a reproducible benchmark for maintenance / reliability / FMEA-style agent scenarios", "platform teams evaluating domain-specific agent frameworks (IoT + time-series + work-order integration) versus" ], "risk_categories": [], "search_text": "ibm/assetopsbench ibm open_source other gold none try_now industrial-ai researchers who need a reproducible benchmark for maintenance / reliability / fmea-style agent scenarios platform teams evaluating domain-specific agent frameworks (iot + time-series + work-order integration) versus general-purpose agents model context protocol model context protocol", "material_mover": false }, { "id": "evt_626718ba57677efb11f0", "entity_id": "gh:hiroppy/tmux-agent-sidebar", "item_url": "/item/hiroppy-tmux-agent-sidebar/", "title": "hiroppy/tmux-agent-sidebar", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 443, "after": 445, "explanation": "Stars changed: 443 → 445.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "AI tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Tracking every Claude Code / Codex / OpenCode pane across all tmux sessions and windows in a single sidebar", "Live monitoring of prompts, tool calls, response previews, background shell state, wait reasons, task progress, and" ], "risk_categories": [ "system" ], "search_text": "hiroppy/tmux-agent-sidebar hiroppy open_source coding_agent coding_agent silver low try_now tracking every claude code / codex / opencode pane across all tmux sessions and windows in a single sidebar live monitoring of prompts, tool calls, response previews, background shell state, wait reasons, task progress, and subagent trees", "material_mover": false }, { "id": "evt_624501670411ca004e1d", "entity_id": "gh:blaizzy/mlx-vlm", "item_url": "/item/blaizzy-mlx-vlm/", "title": "Blaizzy/mlx-vlm", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5319, "after": 5322, "explanation": "Stars changed: 5319 → 5322.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Library / SDK", "section": "Vision-Language Model Inference and Fine-Tuning", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "blaizzy/mlx-vlm blaizzy open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_623a684f90fdd36855e0", "entity_id": "gh:fujibee/agmsg", "item_url": "/item/fujibee-agmsg/", "title": "fujibee/agmsg", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.2.0-rc.4", "after": "v1.2.0-rc.5", "explanation": "Version changed: v1.2.0-rc.4 → v1.2.0-rc.5.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "low", "verdict": "try_now", "score": 6.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Cross-Agent Messaging for CLI AI Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "fujibee/agmsg fujibee open_source other bronze low try_now ai developers technical founders claude code openai codex", "material_mover": false }, { "id": "evt_620c067928c98eba05f4", "entity_id": "gh:zafer-liu/agent_manager", "item_url": "/item/zafer-liu-agent-manager/", "title": "Zafer-Liu/Agent_Manager", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 161, "after": 162, "explanation": "Stars changed: 161 → 162.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "agent builders", "MCP users" ], "risk_categories": [ "system" ], "search_text": "zafer-liu/agent_manager zafer-liu open_source other silver conditional try_now agent builders mcp users", "material_mover": false }, { "id": "evt_61d20b39a45854b798dd", "entity_id": "gh:skypilot-org/skypilot", "item_url": "/item/skypilot-apache-2-0-unified-ai-workload-runtime-across-30-clouds-kuberne/", "title": "SkyPilot: Apache-2.0 Unified AI Workload Runtime Across 30+ Clouds / Kubernetes / Accelerators (10,266*, UC Berkeley Sky Computing Lab, PyPI `skypilot`)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10479, "after": 10486, "explanation": "Stars changed: 10479 → 10486.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "skypilot: apache-2.0 unified ai workload runtime across 30+ clouds / kubernetes / accelerators (10,266*, uc berkeley sky computing lab, pypi `skypilot`) skypilot-org open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_61af2ebd5214fabbb4a9", "entity_id": "gh:matrixorigin/matrixone", "item_url": "/item/matrixone-ai-native-htap-database-with-built-in-vector-search-mysql-comp/", "title": "MatrixOne: AI-Native HTAP Database with Built-In Vector Search (MySQL-Compatible, Git-for-Data)", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1876, "after": 1877, "explanation": "Stars changed: 1876 → 1877.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "data_tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI agent developers + RAG application developers + AI-curious readers + data engineering teams building data + memory", "AI agent developers + tool-ergonomics users that want the MySQL wire-compat (drop-in for any MySQL client, connector" ], "risk_categories": [], "search_text": "matrixone: ai-native htap database with built-in vector search (mysql-compatible, git-for-data) matrixorigin open_source data_tooling data_tooling gold low try_now ai agent developers + rag application developers + ai-curious readers + data engineering teams building data + memory backbones for ai agents + mlops / ml platform teams + any developer wiring a a", "material_mover": false }, { "id": "evt_614e92fe56c7789143d9", "entity_id": "gh:raullenchai/rapid-mlx", "item_url": "/item/raullenchai-rapid-mlx/", "title": "raullenchai/Rapid-MLX", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3449, "after": 3454, "explanation": "Stars changed: 3449 → 3454.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 9.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Mac developers", "local AI users" ], "risk_categories": [], "search_text": "raullenchai/rapid-mlx raullenchai open_source inference_runtime inference_runtime gold none try_now mac developers local ai users claude code", "material_mover": false }, { "id": "evt_612dfa51dc2126acc6cb", "entity_id": "gh:aurelio-labs/semantic-router", "item_url": "/item/aurelio-labs-semantic-router/", "title": "aurelio-labs/semantic-router", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3797, "after": 3802, "explanation": "Stars changed: 3797 → 3802.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Agent Frameworks & Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "agent authors who need millisecond-scale routing decisions without paying LLM cost for every tool choice", "teams building guardrailed chat workflows (politics-off, off-topic redirects) that run locally without an extra LLM hop" ], "risk_categories": [], "search_text": "aurelio-labs/semantic-router aurelio-labs open_source other gold none try_now agent authors who need millisecond-scale routing decisions without paying llm cost for every tool choice teams building guardrailed chat workflows (politics-off, off-topic redirects) that run locally without an extra llm hop", "material_mover": false }, { "id": "evt_611e82ea70f39e296ebc", "entity_id": "gh:visa/visa-vulnerability-agentic-harness", "item_url": "/item/visa-visa-vulnerability-agentic-harness/", "title": "visa/visa-vulnerability-agentic-harness", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2531, "after": 2536, "explanation": "Stars changed: 2531 → 2536.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "worth_watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI AppSec Harness", "section": "Security Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Application security teams evaluating AI-assisted vulnerability discovery", "Platform teams that want structured SARIF and Markdown outputs instead of raw model text" ], "risk_categories": [], "search_text": "visa/visa-vulnerability-agentic-harness visa open_source security security gold high worth_watch application security teams evaluating ai-assisted vulnerability discovery platform teams that want structured sarif and markdown outputs instead of raw model text", "material_mover": false }, { "id": "evt_6119e946bcb38c382292", "entity_id": "gh:graphify-labs/graphify", "item_url": "/item/graphify-labs-graphify/", "title": "Graphify-Labs/graphify", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.9.41", "after": "v0.9.42", "explanation": "Version changed: v0.9.41 → v0.9.42.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MIT Claude Code skill", "section": "Graphify: Multimodal Knowledge-Graph Skill for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent developers, AI coding agent users, Claude Code users, knowledge-management practitioners, Obsidian users", "AI agent developers + Claude Code users that want the multimodal ingest (Claude vision for whiteboard photos" ], "risk_categories": [ "system", "account" ], "search_text": "graphify-labs/graphify graphify-labs open_source other gold low try_now ai agent developers, ai coding agent users, claude code users, knowledge-management practitioners, obsidian users, documentation engineers, ai-curious readers tracking the claude code skill ai agent developers + claude code users that want the multimodal ingest (claude vision for whitebo", "material_mover": false }, { "id": "evt_61143c225bf005e24f73", "entity_id": "gh:gptme/gptme", "item_url": "/item/gptme-gptme/", "title": "gptme/gptme", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4386, "after": 4387, "explanation": "Stars changed: 4386 → 4387.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "gptme/gptme gptme open_source other silver high watch ai developers technical founders anthropic openai", "material_mover": false }, { "id": "evt_60eea606544c2dce6045", "entity_id": "gh:agentscope-ai/pawbench", "item_url": "/item/agentscope-ai-pawbench/", "title": "agentscope-ai/PawBench", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 98, "after": 99, "explanation": "Stars changed: 98 → 99.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "research", "verification_stage": "discovered", "type": "Benchmark", "section": "Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Researchers and engineers comparing coding agents and agent harnesses head-to-head", "Teams debugging whether a regression is in the model or in the agent runtime" ], "risk_categories": [], "search_text": "agentscope-ai/pawbench agentscope-ai research research research gold none try_now researchers and engineers comparing coding agents and agent harnesses head-to-head teams debugging whether a regression is in the model or in the agent runtime", "material_mover": false }, { "id": "evt_60ddaefaeb7c59c5080b", "entity_id": "gh:agentworkforce/relay", "item_url": "/item/agentworkforce-relay/", "title": "AgentWorkforce/relay", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 792, "after": 793, "explanation": "Stars changed: 792 → 793.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "multi-agent builders who want agents to communicate over Slack-like channels without building the chat layer themselves", "teams running supervisor / worker / pipeline agent topologies who need shared channels and threads" ], "risk_categories": [], "search_text": "agentworkforce/relay agentworkforce open_source other silver none try_now multi-agent builders who want agents to communicate over slack-like channels without building the chat layer themselves teams running supervisor / worker / pipeline agent topologies who need shared channels and threads slack", "material_mover": false }, { "id": "evt_60c18da688d2d2cf4d40", "entity_id": "gh:sunflower-of-parchman/codex-hygiene", "item_url": "/item/sunflower-of-parchman-codex-hygiene/", "title": "sunflower-of-parchman/codex-hygiene", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 252, "after": 253, "explanation": "Stars changed: 252 → 253.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "sunflower-of-parchman/codex-hygiene sunflower-of-parchman open_source other silver none try_now ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_6096b1fab26aa841baef", "entity_id": "gh:usefulsoftwareco/executor", "item_url": "/item/executor-open-source-integration-layer-for-ai-agents/", "title": "Executor: Open-Source Integration Layer for AI Agents", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3005, "after": 3018, "explanation": "Stars changed: 3005 → 3018.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent developers, MCP-compatible agent users, Claude Code / Cursor / ChatGPT users, integration developers, OpenAPI", "AI agent developers + MCP-compatible agent users that want the any-source (first-party support for MCP servers +" ], "risk_categories": [], "search_text": "executor: open-source integration layer for ai agents usefulsoftwareco open_source other gold low try_now ai agent developers, mcp-compatible agent users, claude code / cursor / chatgpt users, integration developers, openapi / graphql users, security-conscious users, ai-curious readers tracking the mcp ai agent developers + mcp-compatible agent users that wa", "material_mover": false }, { "id": "evt_601d3801017bdee55471", "entity_id": "gh:kytmanov/synto", "item_url": "/item/kytmanov-synto/", "title": "kytmanov/synto", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 230, "after": 231, "explanation": "Stars changed: 230 → 231.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Knowledge Systems", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Researchers and serious note-takers who want a local-first knowledge system instead of a hosted note-analysis product", "People building personal or team knowledge packs that agents can inspect through normal files rather than hidden" ], "risk_categories": [], "search_text": "kytmanov/synto kytmanov open_source other gold medium try_now researchers and serious note-takers who want a local-first knowledge system instead of a hosted note-analysis product people building personal or team knowledge packs that agents can inspect through normal files rather than hidden database state ollama", "material_mover": false }, { "id": "evt_60064938485a954629f6", "entity_id": "gh:langbot-app/langbot", "item_url": "/item/langbot-app-langbot/", "title": "langbot-app/LangBot", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 17380, "after": 17397, "explanation": "Stars changed: 17380 → 17397.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / IM Bot Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Community managers running bots across Discord, Slack, Telegram, and DingTalk at once", "Product teams that need a knowledge-grounded customer assistant in chat channels" ], "risk_categories": [], "search_text": "langbot-app/langbot langbot-app open_source other gold low try_now community managers running bots across discord, slack, telegram, and dingtalk at once product teams that need a knowledge-grounded customer assistant in chat channels discord ollama openai telegram plugins", "material_mover": false }, { "id": "evt_5fcd5517b67fc6846d2b", "entity_id": "gh:mcpjam/inspector", "item_url": "/item/mcpjam-inspector/", "title": "MCPJam/inspector", "category": "mcp_infrastructure", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.35.1", "after": "v2.36.0", "explanation": "Version changed: v2.35.1 → v2.36.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "reviewed", "setup_ease": 6.2, "best_for": [ "AI platform operators", "MCP developers" ], "risk_categories": [], "search_text": "mcpjam/inspector mcpjam open_source mcp_infrastructure mcp_infrastructure silver conditional try_now ai platform operators mcp developers anthropic model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_5fcccd0bc6b89f1fde6d", "entity_id": "gh:builderz-labs/mission-control", "item_url": "/item/builderz-labs-mission-control/", "title": "builderz-labs/mission-control", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5985, "after": 6000, "explanation": "Stars changed: 5985 → 6000.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Agents / Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI platform engineers who need a self-hosted dashboard for managing an AI agent fleet with cost + workflow governance", "agent operators who run multi-agent workflows and want token spend + task progress in a single console" ], "risk_categories": [ "account" ], "search_text": "builderz-labs/mission-control builderz-labs open_source agent_framework agent_framework gold medium try_now ai platform engineers who need a self-hosted dashboard for managing an ai agent fleet with cost + workflow governance agent operators who run multi-agent workflows and want token spend + task progress in a single console self-hosted claude code model c", "material_mover": false }, { "id": "evt_5fc8d27465fa9c833968", "entity_id": "gh:sentdex/minion", "item_url": "/item/sentdex-minion/", "title": "Sentdex/minion", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 314, "after": 316, "explanation": "Stars changed: 314 → 316.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Single-file low-context coding", "section": "MIT single-file (~3400 lines) Python coding", "local_ai": true, "local_model_compatible": true, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI-power-users who run coding agents on local LLMs (Qwen / Llama / Hermes / Mistral on llama.cpp / vLLM / SGLang) and", "Self-hosters who want a single-file (~3400 lines) agent they can read end-to-end and modify without learning a" ], "risk_categories": [ "system", "account" ], "search_text": "sentdex/minion sentdex open_source other gold none try_now ai-power-users who run coding agents on local llms (qwen / llama / hermes / mistral on llama.cpp / vllm / sglang) and want a coding agent that does not waste the first 50k of context on every turn — self-hosters who want a single-file (~3400 lines) agent they can read end-to-end and modify without", "material_mover": false }, { "id": "evt_5fc26dfdc2b6edf8f647", "entity_id": "gh:dmtrkovalenko/fff", "item_url": "/item/dmtrkovalenko-fff/", "title": "dmtrKovalenko/fff", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "0.10.4-nightly.cc289f0", "after": "0.10.4-nightly.c6194b8", "explanation": "Version changed: 0.10.4-nightly.cc289f0 → 0.10.4-nightly.c6194b8.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "open_source_framework", "section": "tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Claude Code / Codex / OpenCode / Cursor / Cline / Continue users who want a faster file-search MCP", "Pi agent users who want to swap pi's native grep/find for FFF (override mode)" ], "risk_categories": [], "search_text": "dmtrkovalenko/fff dmtrkovalenko open_source other silver none try_now claude code / codex / opencode / cursor / cline / continue users who want a faster file-search mcp pi agent users who want to swap pi's native grep/find for fff (override mode)", "material_mover": false }, { "id": "evt_5fba5af51632686e2c49", "entity_id": "gh:github/awesome-copilot", "item_url": "/item/github-awesome-copilot-community-guide/", "title": "GitHub Awesome Copilot (Community Guide)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 37734, "after": 37790, "explanation": "Stars changed: 37734 → 37790.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.43, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 8.8, "best_for": [ "developers", "automation builders" ], "risk_categories": [], "search_text": "github awesome copilot (community guide) github open_source other other gold none try_now developers automation builders", "material_mover": false }, { "id": "evt_5facae97c5c7bc4f4681", "entity_id": "gh:madslorentzen/ai-job-search", "item_url": "/item/madslorentzen-ai-job-search/", "title": "MadsLorentzen/ai-job-search", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.4.0", "after": "v1.5.0", "explanation": "Version changed: v1.4.0 → v1.5.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "madslorentzen/ai-job-search madslorentzen open_source other gold none try_now ai developers technical founders claude code", "material_mover": false }, { "id": "evt_5f9c5874b20de00b1a93", "entity_id": "gh:agent-infra/sandbox", "item_url": "/item/agent-infra-sandbox/", "title": "agent-infra/sandbox", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5682, "after": 5706, "explanation": "Stars changed: 5682 → 5706.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent sandboxes", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 7.2, "best_for": [ "teams evaluating sandbox-first agent environments before connecting tools to production systems", "builders who need one reproducible workspace for browser, terminal, and file-based agent tasks" ], "risk_categories": [ "system" ], "search_text": "agent-infra/sandbox agent-infra open_source other gold conditional try_now teams evaluating sandbox-first agent environments before connecting tools to production systems builders who need one reproducible workspace for browser, terminal, and file-based agent tasks model context protocol model context protocol", "material_mover": false }, { "id": "evt_5f92b4a4bb01e9639e3e", "entity_id": "gh:thewh1teagle/vibe", "item_url": "/item/thewh1teagle-vibe/", "title": "thewh1teagle/vibe", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7065, "after": 7080, "explanation": "Stars changed: 7065 → 7080.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "MIT local-first desktop transcription app with", "local_ai": true, "local_model_compatible": true, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 7.1, "best_for": [ "developers building local audio or subtitle workflows", "creators who want offline transcripts before sharing files with cloud tools" ], "risk_categories": [], "search_text": "thewh1teagle/vibe thewh1teagle open_source other gold conditional try_now developers building local audio or subtitle workflows creators who want offline transcripts before sharing files with cloud tools openai", "material_mover": false }, { "id": "evt_5f1f5d2fdfa95fb408fa", "entity_id": "gh:asheshgoplani/agent-deck", "item_url": "/item/asheshgoplani-agent-deck/", "title": "asheshgoplani/agent-deck", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 711, "after": 719, "explanation": "Stars changed: 711 → 719.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Agents / Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI coding agent power users who want a single TUI command center to spawn, monitor, and steer many parallel Claude", "developer-tools teams who need one-keystroke session switching and quick steer prompts instead of juggling detached" ], "risk_categories": [ "system" ], "search_text": "asheshgoplani/agent-deck asheshgoplani open_source other silver low try_now ai coding agent power users who want a single tui command center to spawn, monitor, and steer many parallel claude code, gemini, opencode, codex, and aider sessions developer-tools teams who need one-keystroke session switching and quick steer prompts instead of juggling detached tmu", "material_mover": false }, { "id": "evt_5f1eabdb636a484c8476", "entity_id": "gh:huggingface/trl", "item_url": "/item/huggingface-trl/", "title": "huggingface/trl", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 19060, "after": 19067, "explanation": "Stars changed: 19060 → 19067.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Model post-training tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 5.8, "best_for": [ "ML engineers running reward-model, preference, or RL-style post-training experiments", "research teams comparing alignment and optimization recipes" ], "risk_categories": [], "search_text": "huggingface/trl huggingface open_source other gold conditional try_now ml engineers running reward-model, preference, or rl-style post-training experiments research teams comparing alignment and optimization recipes", "material_mover": false }, { "id": "evt_5f13ce0d929407145077", "entity_id": "gh:deta/surf", "item_url": "/item/deta-surf/", "title": "deta/surf", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3522, "after": 3524, "explanation": "Stars changed: 3522 → 3524.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "researchers", "writers" ], "risk_categories": [], "search_text": "deta/surf deta open_source other gold conditional try_now researchers writers claude ollama openai", "material_mover": false }, { "id": "evt_5f0035378fa5d48cb8be", "entity_id": "gh:wiltodelta/remove-ai-watermarks", "item_url": "/item/wiltodelta-remove-ai-watermarks/", "title": "wiltodelta/remove-ai-watermarks", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4574, "after": 4647, "explanation": "Stars changed: 4574 → 4647.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.03, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "candidate", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "provenance" ], "search_text": "wiltodelta/remove-ai-watermarks wiltodelta open_source other creative_tool silver high watch ai developers technical founders google gemini", "material_mover": false }, { "id": "evt_5efe0ee8448230a87577", "entity_id": "gh:ai-hypercomputer/maxtext", "item_url": "/item/ai-hypercomputer-maxtext/", "title": "AI-Hypercomputer/maxtext", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Training & Post-Training", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "AI research teams and post-training engineers who need a TPU-native reference LLM training stack that supports every", "teams already standardizing on Google Cloud TPU / GKE / Pathways who want a single JAX-native training + inference" ], "risk_categories": [], "search_text": "ai-hypercomputer/maxtext ai-hypercomputer open_source other gold none try_now ai research teams and post-training engineers who need a tpu-native reference llm training stack that supports every major open model on day-0 teams already standardizing on google cloud tpu / gke / pathways who want a single jax-native training + inference runtime", "material_mover": false }, { "id": "evt_5ee391549ae0f24cc99c", "entity_id": "gh:areevai/flowcat", "item_url": "/item/areevai-flowcat/", "title": "AreevAI/flowcat", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 95, "after": 97, "explanation": "Stars changed: 95 → 97.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Voice Runtime", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "Voice-agent builders who need to keep call media on infrastructure they control", "Regulated teams comparing hosted voice stacks against self-hosted runtimes" ], "risk_categories": [], "search_text": "areevai/flowcat areevai open_source other silver conditional worth_watch voice-agent builders who need to keep call media on infrastructure they control regulated teams comparing hosted voice stacks against self-hosted runtimes self-hosted", "material_mover": false }, { "id": "evt_5ecdd1b40f39a32962d6", "entity_id": "gh:litellm-labs/litellm-rust", "item_url": "/item/litellm-labs-litellm-rust/", "title": "LiteLLM-Labs/litellm-rust", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 199, "after": 200, "explanation": "Stars changed: 199 → 200.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Model Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who want a lightweight gateway surface in front of Claude Code or Codex", "Teams benchmarking Rust-native proxy overhead against heavier Python model gateways" ], "risk_categories": [], "search_text": "litellm-labs/litellm-rust litellm-labs open_source other silver conditional worth_watch developers who want a lightweight gateway surface in front of claude code or codex teams benchmarking rust-native proxy overhead against heavier python model gateways", "material_mover": false }, { "id": "evt_5ec027270bca04370b23", "entity_id": "gh:zhulinsen/daily_stock_analysis", "item_url": "/item/zhulinsen-daily-stock-analysis/", "title": "ZhuLinsen/daily_stock_analysis", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 62559, "after": 62733, "explanation": "Stars changed: 62559 → 62733.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Quant & Finance", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Individual investors and quant hobbyists who want an LLM-driven market scanner", "AI builders looking for a reference implementation of an end-to-end quant loop" ], "risk_categories": [ "system" ], "search_text": "zhulinsen/daily_stock_analysis zhulinsen open_source other gold low try_now individual investors and quant hobbyists who want an llm-driven market scanner ai builders looking for a reference implementation of an end-to-end quant loop", "material_mover": false }, { "id": "evt_5ea52c3a48aeede620e3", "entity_id": "gh:shepherd-agents/shepherd", "item_url": "/item/shepherd-agents-shepherd/", "title": "shepherd-agents/shepherd", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2281, "after": 2292, "explanation": "Stars changed: 2281 → 2292.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Programmable meta-agent runtime", "section": "Agent Runtime / Meta-Agent Substrate", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI-curious readers, AI researchers, agent developers, AI infrastructure teams, meta-agent researchers, AI safety", "Engineering teams that need an agent runtime with a signature-based Permissions model -- the task signature IS the" ], "risk_categories": [ "system" ], "search_text": "shepherd-agents/shepherd shepherd-agents open_source agent_framework agent_framework gold low try_now ai-curious readers, ai researchers, agent developers, ai infrastructure teams, meta-agent researchers, ai safety researchers, sre / devops engineers, and engineering teams who want a runtime engineering teams that need an agent runtime with a signature-based", "material_mover": false }, { "id": "evt_5ea2e4318a841ca1260a", "entity_id": "gh:alibaba/unifiedmodel", "item_url": "/item/alibaba-unifiedmodel/", "title": "alibaba/UnifiedModel", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 302, "after": 306, "explanation": "Stars changed: 302 → 306.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Infrastructure", "section": "Data & Context", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "Platform and data teams building agent-friendly internal context layers", "Builders who want a semantic runtime spanning topology, metrics, logs, and business objects" ], "risk_categories": [], "search_text": "alibaba/unifiedmodel alibaba open_source other gold conditional try_now platform and data teams building agent-friendly internal context layers builders who want a semantic runtime spanning topology, metrics, logs, and business objects model context protocol opentelemetry model context protocol", "material_mover": false }, { "id": "evt_5e8ac76fed1d10bf9f57", "entity_id": "gh:tuchg/lucarne", "item_url": "/item/tuchg-lucarne/", "title": "tuchg/Lucarne", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 330, "after": 329, "explanation": "Stars changed: 330 → 329.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Agent Mobile Bridge / Remote", "section": "MIT Mobile Control Bridge for Local AI Agents —", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "tuchg/lucarne tuchg open_source other gold low try_now ai developers technical founders claude code google gemini openai codex", "material_mover": false }, { "id": "evt_5e3bb1a8606766ca9dbf", "entity_id": "gh:agent0ai/agent-zero", "item_url": "/item/agent0ai-agent-zero/", "title": "agent0ai/agent-zero", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 18849, "after": 18858, "explanation": "Stars changed: 18849 → 18858.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Agent Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "platform engineers shipping a self-hostable agent runtime they fully own", "AI builders who want a Docker-isolated Linux environment for an agent to extend via Skills" ], "risk_categories": [], "search_text": "agent0ai/agent-zero agent0ai open_source agent_framework agent_framework gold conditional try_now platform engineers shipping a self-hostable agent runtime they fully own ai builders who want a docker-isolated linux environment for an agent to extend via skills", "material_mover": false }, { "id": "evt_5e1584db8e93722d9ac0", "entity_id": "gh:the-pocket/pocketflow-tutorial-codebase-knowledge", "item_url": "/item/the-pocket-pocketflow-tutorial-codebase-knowledge/", "title": "The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12612, "after": 12614, "explanation": "Stars changed: 12612 → 12614.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Codebase / Tutorial Generator", "section": "Pocket Flow: 100-Line LLM Framework That Turns", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "the-pocket/pocketflow-tutorial-codebase-knowledge the-pocket open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_5dc5d0738c60551d0017", "entity_id": "gh:wanshuiyin/auto-claude-code-research-in-sleep", "item_url": "/item/wanshuiyin-auto-claude-code-research-in-sleep/", "title": "wanshuiyin/Auto-claude-code-research-in-sleep", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14605, "after": 14644, "explanation": "Stars changed: 14605 → 14644.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Research Workflow", "section": "AI Research / Agent Workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "ML researchers", "applied AI teams" ], "risk_categories": [], "search_text": "wanshuiyin/auto-claude-code-research-in-sleep wanshuiyin open_source other gold conditional try_now ml researchers applied ai teams claude claude code model context protocol openai openai codex model context protocol", "material_mover": false }, { "id": "evt_5d998cef80a99455430e", "entity_id": "gh:kyutai-labs/pocket-tts", "item_url": "/item/kyutai-labs-pocket-tts/", "title": "kyutai-labs/pocket-tts", "category": "model", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8423, "after": 8488, "explanation": "Stars changed: 8423 → 8488.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MIT lightweight CPU-only", "section": "Kyutai CPU-Only 100M TTS (~200ms Latency)", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Local-first developers, AI app developers, voice-clone-resistant TTS users, edge-AI developers, AI-curious readers", "Local-first developers + AI app developers that want CPU-only inference (PyTorch 2.5+ with CPU-only PyTorch is" ], "risk_categories": [], "search_text": "kyutai-labs/pocket-tts kyutai-labs open_source model model silver low try_now local-first developers, ai app developers, voice-clone-resistant tts users, edge-ai developers, ai-curious readers tracking on-device tts releases, accessibility engineers, podcast / voiceover local-first developers + ai app developers that want cpu-only inference (pytorch 2.5+ wit", "material_mover": false }, { "id": "evt_5d7632217cc2009ec38d", "entity_id": "gh:paddlepaddle/paddleocr", "item_url": "/item/paddlepaddle-paddleocr/", "title": "PaddlePaddle/PaddleOCR", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 87520, "after": 87585, "explanation": "Stars changed: 87520 → 87585.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Document AI and OCR", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.1, "best_for": [ "teams converting PDFs and scanned documents into structured inputs for retrieval and extraction systems", "developers comparing open OCR stacks before paying for hosted document AI services" ], "risk_categories": [], "search_text": "paddlepaddle/paddleocr paddlepaddle open_source other gold conditional try_now teams converting pdfs and scanned documents into structured inputs for retrieval and extraction systems developers comparing open ocr stacks before paying for hosted document ai services", "material_mover": false }, { "id": "evt_5d39d698813768fba645", "entity_id": "gh:anthropics/claude-plugins-official", "item_url": "/item/anthropics-claude-plugins-official/", "title": "anthropics/claude-plugins-official", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 33449, "after": 33498, "explanation": "Stars changed: 33449 → 33498.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Plugin Directory", "section": "Official Anthropic Claude Code Plugins Directory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "anthropics/claude-plugins-official anthropics open_source other gold low try_now ai developers technical founders claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_5d29774f9414528634d0", "entity_id": "gh:study8677/antigravity-workspace-template", "item_url": "/item/study8677-antigravity-workspace-template/", "title": "study8677/antigravity-workspace-template", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1306, "after": 1308, "explanation": "Stars changed: 1306 → 1308.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Code Intelligence", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Developers who want grounded, source-cited answers about a real codebase from Claude Code or Cursor", "Engineering teams evaluating a multi-agent knowledge layer for an internal dev tool" ], "risk_categories": [], "search_text": "study8677/antigravity-workspace-template study8677 open_source coding_agent coding_agent gold low try_now developers who want grounded, source-cited answers about a real codebase from claude code or cursor engineering teams evaluating a multi-agent knowledge layer for an internal dev tool claude code model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_5d0cc8a0d6e255e7dfe2", "entity_id": "gh:avibe-bot/avibe", "item_url": "/item/avibe-bot-avibe/", "title": "avibe-bot/avibe", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "gh-v3.0.11rc3", "after": "gh-v3.0.11rc4", "explanation": "Version changed: gh-v3.0.11rc3 → gh-v3.0.11rc4.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers running Claude Code / Codex / OpenCode who want to reach their agent from a phone or a chat app without", "teams who want a uniform API across Claude Code, Codex, and OpenCode so they can switch backends without rewriting" ], "risk_categories": [ "system" ], "search_text": "avibe-bot/avibe avibe-bot open_source other gold none try_now developers running claude code / codex / opencode who want to reach their agent from a phone or a chat app without exposing a tunnel teams who want a uniform api across claude code, codex, and opencode so they can switch backends without rewriting their workflow claude claude code openai codex", "material_mover": false }, { "id": "evt_5ce5a3c1caf05c625776", "entity_id": "gh:clickhouse/code-interpreter", "item_url": "/item/clickhouse-code-interpreter/", "title": "ClickHouse/code-interpreter", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 94, "after": 95, "explanation": "Stars changed: 94 → 95.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Sandbox Backend", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "LibreChat self-hosters who want the underlying code execution service", "Agent builders adding code execution to apps or internal copilots" ], "risk_categories": [ "system" ], "search_text": "clickhouse/code-interpreter clickhouse open_source agent_framework agent_framework silver conditional try_now librechat self-hosters who want the underlying code execution service agent builders adding code execution to apps or internal copilots", "material_mover": false }, { "id": "evt_5cb4b4a6699d579c4fff", "entity_id": "gh:murongg/markra", "item_url": "/item/murongg-markra/", "title": "murongg/markra", "category": "creative_tool", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.5.6", "after": "v2.6.0", "explanation": "Version changed: v2.5.6 → v2.6.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Writing / Local Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "writers", "developers who live in markdown" ], "risk_categories": [ "account" ], "search_text": "murongg/markra murongg open_source creative_tool creative_tool gold conditional try_now writers developers who live in markdown", "material_mover": false }, { "id": "evt_5c9b63be2224f69323a6", "entity_id": "gh:mkthingshq/mkagent", "item_url": "/item/mkthingshq-mkagent/", "title": "MkThingsHQ/mkagent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 73, "after": 89, "explanation": "Stars changed: 73 → 89.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Local Agent Workspace", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "desktop-app developers who want a Pi-mono-based agent product they can ship and extend", "local-first AI users who want a Desktop / WebUI / CLI agent without sending data to a SaaS" ], "risk_categories": [ "sensitive", "account" ], "search_text": "mkthingshq/mkagent mkthingshq open_source other silver none try_now desktop-app developers who want a pi-mono-based agent product they can ship and extend local-first ai users who want a desktop / webui / cli agent without sending data to a saas", "material_mover": false }, { "id": "evt_5c6e9c734a4d35191919", "entity_id": "gh:itsthelore/wayfinder-router", "item_url": "/item/itsthelore-wayfinder-router/", "title": "itsthelore/wayfinder-router", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 407, "after": 408, "explanation": "Stars changed: 407 → 408.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Routing Layer", "section": "Inference & LLM Ops", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Teams combining Ollama or vLLM with stronger hosted models for harder prompts", "Developers who want to calibrate routing on their own prompt logs instead of trusting generic smart-router claims" ], "risk_categories": [], "search_text": "itsthelore/wayfinder-router itsthelore open_source inference_runtime inference_runtime gold conditional try_now teams combining ollama or vllm with stronger hosted models for harder prompts developers who want to calibrate routing on their own prompt logs instead of trusting generic smart-router claims", "material_mover": false }, { "id": "evt_5c45ebc4b0bc89799486", "entity_id": "gh:zarazhangrui/beautiful-html-templates", "item_url": "/item/zarazhangrui-beautiful-html-templates/", "title": "zarazhangrui/beautiful-html-templates", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4182, "after": 4201, "explanation": "Stars changed: 4182 → 4201.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Slide Templates", "section": "MIT 34-Template HTML Slide-Deck Library for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "technical creators", "product teams" ], "risk_categories": [], "search_text": "zarazhangrui/beautiful-html-templates zarazhangrui open_source creative_tool creative_tool gold low try_now technical creators product teams", "material_mover": false }, { "id": "evt_5c0a425368a8e69e2dc2", "entity_id": "gh:hashgraph-online/hol-guard", "item_url": "/item/hashgraph-online-hol-guard/", "title": "hashgraph-online/hol-guard", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 432, "after": 433, "explanation": "Stars changed: 432 → 433.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Security", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI agent users", "MCP server evaluators" ], "risk_categories": [ "system" ], "search_text": "hashgraph-online/hol-guard hashgraph-online open_source security security gold conditional try_now ai agent users mcp server evaluators claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_5bd66c3fe4259cfbc7f8", "entity_id": "gh:epilande/ccmux", "item_url": "/item/epilande-ccmux/", "title": "epilande/ccmux", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 123, "after": 124, "explanation": "Stars changed: 123 → 124.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "epilande/ccmux epilande open_source other silver none try_now ai developers technical founders claude claude code openai codex", "material_mover": false }, { "id": "evt_5bb60f644a13cef53894", "entity_id": "gh:shyftlabs/continuum", "item_url": "/item/shyftlabs-continuum/", "title": "shyftlabs/continuum", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 79, "after": 80, "explanation": "Stars changed: 79 → 80.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "AI Tooling / Agent Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Python teams building agents that need memory, evaluation, and workflow durability in one stack", "Platform engineers standardizing multi-model routing and observability across agent projects" ], "risk_categories": [], "search_text": "shyftlabs/continuum shyftlabs open_source agent_framework agent_framework gold conditional try_now python teams building agents that need memory, evaluation, and workflow durability in one stack platform engineers standardizing multi-model routing and observability across agent projects anthropic model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_5ba196b8e251d5d74665", "entity_id": "gh:thesysdev/openui", "item_url": "/item/openui-mit-full-stack-generative-ui-framework-with-streaming-first-openu/", "title": "OpenUI: MIT Full-Stack Generative UI Framework with Streaming-First OpenUI Lang (67% Token-Efficient)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8342, "after": 8350, "explanation": "Stars changed: 8342 → 8350.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Front-end developers building AI chat surfaces + AI product developers shipping copilots and assistants + React", "Front-end developers + OpenUI-Lang users that want the compact streaming-first structured-UI language (67% more" ], "risk_categories": [ "account" ], "search_text": "openui: mit full-stack generative ui framework with streaming-first openui lang (67% token-efficient) thesysdev open_source other gold low try_now front-end developers building ai chat surfaces + ai product developers shipping copilots and assistants + react developers building streaming chat uis + full-stack developers integrating llm output front-end devel", "material_mover": false }, { "id": "evt_5b78a9203a7b827223a6", "entity_id": "gh:hatchet-dev/hatchet", "item_url": "/item/hatchet-dev-hatchet/", "title": "hatchet-dev/hatchet", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7713, "after": 7715, "explanation": "Stars changed: 7713 → 7715.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "backend engineers building production AI agent pipelines that need durable execution", "platform teams evaluating Temporal / Inngest / Celery / BullMQ for agent workloads" ], "risk_categories": [], "search_text": "hatchet-dev/hatchet hatchet-dev open_source other gold none try_now backend engineers building production ai agent pipelines that need durable execution platform teams evaluating temporal / inngest / celery / bullmq for agent workloads", "material_mover": false }, { "id": "evt_5b6f35d1fa234b3bb823", "entity_id": "gh:china-qijizhifeng/agentic-harness-engineering", "item_url": "/item/china-qijizhifeng-agentic-harness-engineering/", "title": "china-qijizhifeng/agentic-harness-engineering", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 821, "after": 823, "explanation": "Stars changed: 821 → 823.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "worth_watch", "score": 8.0, "entity_kind": "research", "verification_stage": "discovered", "type": "Harness Evolution", "section": "Research and Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Research and platform teams trying to improve coding-agent harnesses with repeatable evidence", "Builders comparing meta-harness loops against manual prompt and scaffold tuning" ], "risk_categories": [ "system" ], "search_text": "china-qijizhifeng/agentic-harness-engineering china-qijizhifeng research research research gold conditional worth_watch research and platform teams trying to improve coding-agent harnesses with repeatable evidence builders comparing meta-harness loops against manual prompt and scaffold tuning", "material_mover": false }, { "id": "evt_5b56c0f7f46f363c423b", "entity_id": "gh:open-curiosity/gini-agent", "item_url": "/item/open-curiosity-gini-agent/", "title": "Open-Curiosity/gini-agent", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1707, "after": 1728, "explanation": "Stars changed: 1707 → 1728.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Agent Platforms", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Advanced users building a serious local-first personal agent", "Developers studying unified runtimes for memory, tools, approvals, and jobs" ], "risk_categories": [], "search_text": "open-curiosity/gini-agent open-curiosity open_source agent_framework agent_framework gold conditional try_now advanced users building a serious local-first personal agent developers studying unified runtimes for memory, tools, approvals, and jobs model context protocol model context protocol", "material_mover": false }, { "id": "evt_5b2d981b59627e2ee20f", "entity_id": "gh:aigorahub/elves", "item_url": "/item/aigorahub-elves/", "title": "aigorahub/elves", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.28.0", "after": "v2.29.0", "explanation": "Version changed: v2.28.0 → v2.29.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Agent Skill", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers using Claude Code or Codex who want to delegate planned batches to a separate worker", "agent-platform engineers designing handoff patterns between plan/worker roles" ], "risk_categories": [], "search_text": "aigorahub/elves aigorahub open_source other silver none try_now developers using claude code or codex who want to delegate planned batches to a separate worker agent-platform engineers designing handoff patterns between plan/worker roles claude code openai codex", "material_mover": false }, { "id": "evt_5ae0bc9eee0cc9850277", "entity_id": "gh:swarmclawai/swarmvault", "item_url": "/item/swarmclawai-swarmvault/", "title": "swarmclawai/swarmvault", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 651, "after": 655, "explanation": "Stars changed: 651 → 655.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local-first LLM Wiki +", "section": "MIT local-first LLM Wiki + knowledge graph +", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Knowledge workers, researchers, and AI-power-users who liked Andrej Karpathy's LLM Wiki gist and want a", "Teams that want a local-first knowledge vault with git-backed workflows and shared approval queues — the `--commit`" ], "risk_categories": [], "search_text": "swarmclawai/swarmvault swarmclawai open_source rag_knowledge rag_knowledge gold none try_now knowledge workers, researchers, and ai-power-users who liked andrej karpathy's llm wiki gist and want a production-grade toolchain instead of a hand-rolled workflow — swarmvault is the production teams that want a local-first knowledge vault with git-backed workflo", "material_mover": false }, { "id": "evt_5ac85572bdb90b0a7fc2", "entity_id": "gh:opendcai/dataflow", "item_url": "/item/opendcai-dataflow/", "title": "OpenDCAI/DataFlow", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7356, "after": 7382, "explanation": "Stars changed: 7356 → 7382.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "LLM data preparation pipelines", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "teams preparing data for fine-tuning or model evaluation", "ML engineers cleaning large text corpora before training jobs" ], "risk_categories": [], "search_text": "opendcai/dataflow opendcai open_source other gold conditional try_now teams preparing data for fine-tuning or model evaluation ml engineers cleaning large text corpora before training jobs", "material_mover": false }, { "id": "evt_5a78da869638c5692663", "entity_id": "gh:microsoft/agent-framework", "item_url": "/item/microsoft-agent-framework/", "title": "microsoft/agent-framework", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12751, "after": 12775, "explanation": "Stars changed: 12751 → 12775.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Library", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "platform teams evaluating agent frameworks against LangChain / CrewAI / AutoGen", "engineering teams standardized on Python or .NET who need a single framework across both" ], "risk_categories": [], "search_text": "microsoft/agent-framework microsoft open_source agent_framework agent_framework gold none try_now platform teams evaluating agent frameworks against langchain / crewai / autogen engineering teams standardized on python or .net who need a single framework across both sdk", "material_mover": false }, { "id": "evt_5a5e8ba2d5abd3076cfc", "entity_id": "gh:yeachan-heo/gajae-code", "item_url": "/item/yeachan-heo-gajae-code/", "title": "Yeachan-Heo/gajae-code", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.13.1", "after": "v0.13.2", "explanation": "Version changed: v0.13.1 → v0.13.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Coding Agent Harness", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who want a reviewable harness layered on top of Codex, Claude Code, OpenCode, or Claw Code", "Teams running parallel coding work in tmux sessions and looking for a typed leader/team contract" ], "risk_categories": [], "search_text": "yeachan-heo/gajae-code yeachan-heo open_source other gold conditional try_now developers who want a reviewable harness layered on top of codex, claude code, opencode, or claw code teams running parallel coding work in tmux sessions and looking for a typed leader/team contract", "material_mover": false }, { "id": "evt_5a3da43a2d482aa567f4", "entity_id": "gh:justrach/codedb", "item_url": "/item/justrach-codedb/", "title": "justrach/codedb", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1356, "after": 1357, "explanation": "Stars changed: 1356 → 1357.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Code intelligence and MCP tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "builders improving code context for MCP-enabled coding agents", "teams exploring faster symbol and dependency lookup for large repositories" ], "risk_categories": [], "search_text": "justrach/codedb justrach open_source other gold conditional try_now builders improving code context for mcp-enabled coding agents teams exploring faster symbol and dependency lookup for large repositories anthropic google gemini model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_599008604bc31dc9ab08", "entity_id": "gh:aws/context-ontology-accelerator", "item_url": "/item/aws-context-ontology-accelerator/", "title": "AWS Context Ontology Accelerator", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 462, "after": 474, "explanation": "Stars changed: 462 → 474.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Retrieval, RAG and vector search", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "candidate", "setup_ease": 4.0, "best_for": [ "AWS platform teams that need an ontology-backed context layer behind an agent fleet", "enterprise architects who want a real knowledge graph (Ontop + HermiT/ELK) instead of a pure vector store" ], "risk_categories": [], "search_text": "aws context ontology accelerator aws open_source other rag_knowledge gold conditional try_now aws platform teams that need an ontology-backed context layer behind an agent fleet enterprise architects who want a real knowledge graph (ontop + hermit/elk) instead of a pure vector store", "material_mover": false }, { "id": "evt_597c2db08236434dc92b", "entity_id": "gh:goodroot/hyprwhspr", "item_url": "/item/goodroot-hyprwhspr/", "title": "goodroot/hyprwhspr", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.41.0", "after": "v1.42.0", "explanation": "Version changed: v1.41.0 → v1.42.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local speech and dictation", "local_ai": true, "local_model_compatible": true, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.9, "best_for": [ "Linux users who want private local dictation instead of a browser-based speech app", "local AI enthusiasts comparing on-device speech pipelines with optional hosted fallbacks" ], "risk_categories": [], "search_text": "goodroot/hyprwhspr goodroot open_source other gold conditional try_now linux users who want private local dictation instead of a browser-based speech app local ai enthusiasts comparing on-device speech pipelines with optional hosted fallbacks", "material_mover": false }, { "id": "evt_593f5985b1c695d12bdb", "entity_id": "gh:langchain-ai/langchain-google", "item_url": "/item/langchain-ai-langchain-google/", "title": "langchain-ai/langchain-google", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 395, "after": 396, "explanation": "Stars changed: 395 → 396.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 5.38, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "langchain-ai/langchain-google langchain-ai open_source other other bronze none watch ai developers technical founders google gemini", "material_mover": false }, { "id": "evt_5932ca6c2fb8d6251c39", "entity_id": "gh:cloudflare/workspace", "item_url": "/item/cloudflare-workspace/", "title": "cloudflare/workspace", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7753, "after": 7950, "explanation": "Stars changed: 7753 → 7950.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "agent infrastructure builders", "Cloudflare Workers developers" ], "risk_categories": [ "system", "account" ], "search_text": "cloudflare/workspace cloudflare open_source other gold conditional watch agent infrastructure builders cloudflare workers developers", "material_mover": true }, { "id": "evt_5925240fb5dc3698fe63", "entity_id": "gh:lightseekorg/tokenspeed", "item_url": "/item/lightseekorg-tokenspeed/", "title": "lightseekorg/tokenspeed", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1852, "after": 1876, "explanation": "Stars changed: 1852 → 1876.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Inference Optimization", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "AI platform engineers who need an MIT-licensed, open-source LLM inference engine that targets modern GPU backends and", "inference teams who want a single self-hostable inference engine that covers DeepSeek, GPT-OSS, GLM, Kimi, MiniMax" ], "risk_categories": [ "account" ], "search_text": "lightseekorg/tokenspeed lightseekorg open_source inference_runtime inference_runtime gold low try_now ai platform engineers who need an mit-licensed, open-source llm inference engine that targets modern gpu backends and ships first-class support for the open-weight model families they actually deploy inference teams who want a single self-hostable inference", "material_mover": false }, { "id": "evt_590770c68877341bad9e", "entity_id": "gh:hud-evals/hud-python", "item_url": "/item/hud-evals-hud-python/", "title": "hud-evals/hud-python", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 290, "after": 291, "explanation": "Stars changed: 290 → 291.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "research", "verification_stage": "discovered", "type": "Eval / RL Toolkit", "section": "Agent Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "agent teams running repeatable evals across Claude, GPT, and open-weight models", "RL researchers collecting trajectories from coding, browser, or computer-use tasks" ], "risk_categories": [], "search_text": "hud-evals/hud-python hud-evals research research research gold conditional try_now agent teams running repeatable evals across claude, gpt, and open-weight models rl researchers collecting trajectories from coding, browser, or computer-use tasks", "material_mover": false }, { "id": "evt_58afb374f9ec57d435e5", "entity_id": "gh:wizenheimer/canary", "item_url": "/item/wizenheimer-canary/", "title": "wizenheimer/canary", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 465, "after": 466, "explanation": "Stars changed: 465 → 466.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Coding-Agent QA Harness /", "section": "MIT QA Harness for Claude Code — E2E Testing", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system", "account" ], "search_text": "wizenheimer/canary wizenheimer open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_5878943bed3377f6254b", "entity_id": "gh:photoprism/photoprism", "item_url": "/item/photoprism-photoprism/", "title": "photoprism/photoprism", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 40062, "after": 40065, "explanation": "Stars changed: 40062 → 40065.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 5.86, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "photoprism/photoprism photoprism open_source other bronze none watch ai developers technical founders self-hosted", "material_mover": false }, { "id": "evt_58757ff9729bfc2509c7", "entity_id": "gh:nutlope/hallmark", "item_url": "/item/nutlope-hallmark/", "title": "Nutlope/hallmark", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 24333, "after": 24637, "explanation": "Stars changed: 24333 → 24637.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Design", "section": "MIT Anti-AI-Slop Design Skill for Claude Code +", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "technical creators", "product teams" ], "risk_categories": [], "search_text": "nutlope/hallmark nutlope open_source creative_tool creative_tool silver low try_now technical creators product teams", "material_mover": false }, { "id": "evt_587282f74af68f49164d", "entity_id": "gh:startrail-org/pixelrag", "item_url": "/item/startrail-org-pixelrag/", "title": "StarTrail-org/PixelRAG", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9459, "after": 9500, "explanation": "Stars changed: 9459 → 9500.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Research / RAG", "section": "Berkeley SkyLab PIXELRAG — Visual", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "startrail-org/pixelrag startrail-org open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_5870a5bb059822c8daa2", "entity_id": "gh:kucherenko/jscpd", "item_url": "/item/kucherenko-jscpd/", "title": "kucherenko/jscpd", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5990, "after": 5999, "explanation": "Stars changed: 5990 → 5999.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "AI Coding / Code Quality", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "engineering leads who want a fast, self-hostable copy/paste detector that fits into CI", "code-review teams that want AI-friendly duplicate-code reports across many languages" ], "risk_categories": [ "account" ], "search_text": "kucherenko/jscpd kucherenko open_source coding_agent coding_agent silver low try_now engineering leads who want a fast, self-hostable copy/paste detector that fits into ci code-review teams that want ai-friendly duplicate-code reports across many languages model context protocol model context protocol", "material_mover": false }, { "id": "evt_584ed704ade05cfe147b", "entity_id": "gh:microsoft/trellis.2", "item_url": "/item/microsoft-trellis-2/", "title": "microsoft/TRELLIS.2", "category": "model", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10569, "after": 10591, "explanation": "Stars changed: 10569 → 10591.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "model", "section": "model", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 6.2, "best_for": [ "3D artists", "game developers" ], "risk_categories": [], "search_text": "microsoft/trellis.2 microsoft open_source model model gold none try_now 3d artists game developers", "material_mover": false }, { "id": "evt_581b051ffb158c3c781c", "entity_id": "gh:lance-format/lance", "item_url": "/item/lance-apache-2-0-open-lakehouse-format-for-multimodal-ai-100x-faster-ran/", "title": "Lance: Apache-2.0 Open Lakehouse Format for Multimodal AI (100x Faster Random Access vs Parquet, Vector + Full-Text Search, PyArrow / Pandas / DuckDB / Polars / Ray / Spark)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6932, "after": 6934, "explanation": "Stars changed: 6932 → 6934.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "lance: apache-2.0 open lakehouse format for multimodal ai (100x faster random access vs parquet, vector + full-text search, pyarrow / pandas / duckdb / polars / ray / spark) lance-format open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_57fd8a270fb82d808219", "entity_id": "gh:open-webui/open-webui", "item_url": "/item/open-webui-open-webui/", "title": "open-webui/open-webui", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 148594, "after": 148700, "explanation": "Stars changed: 148594 → 148700.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "local AI operators", "homelab users" ], "risk_categories": [], "search_text": "open-webui/open-webui open-webui open_source other gold conditional try_now local ai operators homelab users self-hosted model context protocol ollama openai model context protocol openapi", "material_mover": false }, { "id": "evt_57da324e723845ca4f95", "entity_id": "gh:off-grid-ai/off-grid-ai-mobile", "item_url": "/item/off-grid-ai-off-grid-ai-mobile/", "title": "off-grid-ai/off-grid-ai-mobile", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2910, "after": 2916, "explanation": "Stars changed: 2910 → 2916.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Platform", "section": "Local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Local AI users who want a practical mobile setup instead of a desktop-only stack", "Developers studying how to package multimodal local inference into a consumer app" ], "risk_categories": [ "account" ], "search_text": "off-grid-ai/off-grid-ai-mobile off-grid-ai open_source other gold conditional try_now local ai users who want a practical mobile setup instead of a desktop-only stack developers studying how to package multimodal local inference into a consumer app model context protocol model context protocol", "material_mover": false }, { "id": "evt_57ce2d0f64854a2712eb", "entity_id": "gh:corsairdev/corsair", "item_url": "/item/corsairdev-corsair/", "title": "corsairdev/corsair", "category": "mcp_infrastructure", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9601, "after": 9753, "explanation": "Stars changed: 9601 → 9753.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Infrastructure", "section": "Unified Integration Layer With Scoped", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "MCP integrators", "agent platform teams" ], "risk_categories": [ "system", "account" ], "search_text": "corsairdev/corsair corsairdev open_source mcp_infrastructure mcp_infrastructure silver medium worth_watch mcp integrators agent platform teams", "material_mover": false }, { "id": "evt_57c5ae6b179d3edb85a7", "entity_id": "gh:alvinunreal/openpets", "item_url": "/item/alvinunreal-openpets/", "title": "alvinunreal/openpets", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1046, "after": 1048, "explanation": "Stars changed: 1046 → 1048.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Desktop Companions", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Developers who want ambient local status cues from coding agents without a new browser dashboard", "People who like desktop utilities such as reminders, timers, launchers, and lightweight wellbeing nudges in one" ], "risk_categories": [ "sensitive", "system" ], "search_text": "alvinunreal/openpets alvinunreal open_source other silver medium try_now developers who want ambient local status cues from coding agents without a new browser dashboard people who like desktop utilities such as reminders, timers, launchers, and lightweight wellbeing nudges in one customizable surface claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_57c0fe8b2d9f4f013b87", "entity_id": "gh:ruc-datalab/deepanalyze", "item_url": "/item/ruc-datalab-deepanalyze/", "title": "ruc-datalab/DeepAnalyze", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4517, "after": 4523, "explanation": "Stars changed: 4517 → 4523.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Data Science Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "analysts prototyping AI-assisted reporting", "teams handling recurring data-cleaning and insight generation tasks" ], "risk_categories": [], "search_text": "ruc-datalab/deepanalyze ruc-datalab open_source other silver conditional watch analysts prototyping ai-assisted reporting teams handling recurring data-cleaning and insight generation tasks", "material_mover": false }, { "id": "evt_57c0bd3b3a79199ca177", "entity_id": "gh:corbell-ai/corbell", "item_url": "/item/corbell-ai-corbell/", "title": "Corbell-AI/Corbell", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 477, "after": 501, "explanation": "Stars changed: 477 → 501.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Architecture graph and spec workflows", "local_ai": true, "local_model_compatible": true, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.0, "best_for": [ "backend teams working across several repositories and shared architecture docs", "staff engineers who want better context for AI-assisted spec writing or architecture review" ], "risk_categories": [], "search_text": "corbell-ai/corbell corbell-ai open_source other silver conditional worth_watch backend teams working across several repositories and shared architecture docs staff engineers who want better context for ai-assisted spec writing or architecture review", "material_mover": false }, { "id": "evt_579b59736532dbacd412", "entity_id": "gh:cloudflare/vibesdk", "item_url": "/item/cloudflare-vibesdk/", "title": "cloudflare/vibesdk", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5310, "after": 5312, "explanation": "Stars changed: 5310 → 5312.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App Builder", "section": "AI App Builders / Dev Platforms", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "product engineers building internal app generators", "startups shipping prompt-to-app products" ], "risk_categories": [ "system" ], "search_text": "cloudflare/vibesdk cloudflare open_source other gold conditional try_now product engineers building internal app generators startups shipping prompt-to-app products", "material_mover": false }, { "id": "evt_577bbde0ad1c8fb218ef", "entity_id": "gh:zeroclaw-labs/zeroclaw", "item_url": "/item/zeroclaw-labs-zeroclaw/", "title": "zeroclaw-labs/zeroclaw", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 32562, "after": 32567, "explanation": "Stars changed: 32562 → 32567.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 7.03, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "zeroclaw-labs/zeroclaw zeroclaw-labs open_source other silver none watch ai developers technical founders", "material_mover": false }, { "id": "evt_5750206e8dbbe01039d7", "entity_id": "gh:butterbase-ai/butterbase", "item_url": "/item/butterbase-ai-butterbase/", "title": "butterbase-ai/butterbase", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3021, "after": 3043, "explanation": "Stars changed: 3021 → 3043.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Platform", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "Developers building agent-assisted apps that need database, auth, storage, and deploy primitives in one place", "Teams comparing self-hostable alternatives to Supabase-style backend stacks for AI-native products" ], "risk_categories": [], "search_text": "butterbase-ai/butterbase butterbase-ai open_source other data_tooling gold conditional try_now developers building agent-assisted apps that need database, auth, storage, and deploy primitives in one place teams comparing self-hostable alternatives to supabase-style backend stacks for ai-native products model context protocol postgresql model context protocol", "material_mover": false }, { "id": "evt_574bd7bc59ff829196d0", "entity_id": "gh:casdoor/casdoor", "item_url": "/item/casdoor-casdoor/", "title": "casdoor/casdoor", "category": "security", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v3.152.0", "after": "v3.153.0", "explanation": "Version changed: v3.152.0 → v3.153.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "Agent auth", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Teams putting MCP servers or agent gateways behind proper identity controls", "Platform engineers who need OAuth/OIDC/SAML rather than ad hoc shared API keys" ], "risk_categories": [ "account" ], "search_text": "casdoor/casdoor casdoor open_source security security gold conditional try_now teams putting mcp servers or agent gateways behind proper identity controls platform engineers who need oauth/oidc/saml rather than ad hoc shared api keys model context protocol model context protocol", "material_mover": false }, { "id": "evt_574a9b426091470e8e48", "entity_id": "gh:zylon-ai/private-gpt", "item_url": "/item/zylon-ai-private-gpt/", "title": "zylon-ai/private-gpt", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 57432, "after": 57431, "explanation": "Stars changed: 57432 → 57431.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Local AI Stack", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Teams building internal assistants on local or self-hosted models", "Developers who want retrieval, tools, and MCP connectors without stitching together separate sidecars" ], "risk_categories": [], "search_text": "zylon-ai/private-gpt zylon-ai open_source other gold conditional try_now teams building internal assistants on local or self-hosted models developers who want retrieval, tools, and mcp connectors without stitching together separate sidecars", "material_mover": false }, { "id": "evt_571f695ff0587c142882", "entity_id": "gh:mvanhorn/last30days-skill", "item_url": "/item/mvanhorn-last30days-skill/", "title": "mvanhorn/last30days-skill", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 57999, "after": 58098, "explanation": "Stars changed: 57999 → 58098.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Cross-Platform Research Skill for AI Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "candidate", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "mvanhorn/last30days-skill mvanhorn open_source other research gold low try_now ai developers technical founders claude claude code", "material_mover": false }, { "id": "evt_5719191e5a4d59f49c96", "entity_id": "gh:nanako0129/coralline", "item_url": "/item/nanako0129-coralline/", "title": "Nanako0129/coralline", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 531, "after": 530, "explanation": "Stars changed: 531 → 530.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "CLI UX", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Claude Code users running long sessions and watching context or rate limits closely", "Developers who want quick cost and token visibility without extra dashboards" ], "risk_categories": [ "system", "account" ], "search_text": "nanako0129/coralline nanako0129 open_source other silver conditional try_now claude code users running long sessions and watching context or rate limits closely developers who want quick cost and token visibility without extra dashboards claude claude code", "material_mover": false }, { "id": "evt_56cd37473512cab486cf", "entity_id": "gh:intelligent-internet/ii-agent", "item_url": "/item/intelligent-internet-ii-agent/", "title": "Intelligent-Internet/ii-agent", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "slowing", "after": "active", "explanation": "Maintenance changed: slowing → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework / SDK", "section": "Open-Source Intelligent Agent Framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "intelligent-internet/ii-agent intelligent-internet open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_56b5f9175022ec862b47", "entity_id": "gh:raketenkater/ggrun", "item_url": "/item/raketenkater-ggrun/", "title": "raketenkater/ggrun", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 263, "after": 264, "explanation": "Stars changed: 263 → 264.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local GGUF launcher and multi-GPU tuning layer", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.1, "best_for": [ "local AI users running GGUF models on mixed multi-GPU workstations", "developers who want an OpenAI-compatible local endpoint without hand-tuning every llama.cpp flag" ], "risk_categories": [], "search_text": "raketenkater/ggrun raketenkater open_source other gold low try_now local ai users running gguf models on mixed multi-gpu workstations developers who want an openai-compatible local endpoint without hand-tuning every llama.cpp flag self-hosted", "material_mover": false }, { "id": "evt_562ee6653c4a467a4a91", "entity_id": "gh:voltagent/voltagent", "item_url": "/item/voltagent-voltagent/", "title": "VoltAgent/voltagent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10345, "after": 10348, "explanation": "Stars changed: 10345 → 10348.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "voltagent/voltagent voltagent open_source other gold none try_now ai developers technical founders model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_559b1ea9119fedf25ded", "entity_id": "gh:wonderwhy-er/desktopcommandermcp", "item_url": "/item/desktop-commander-mcp-mit-mcp-server-for-claude-desktop-with-terminal-co/", "title": "Desktop Commander MCP: MIT MCP Server for Claude Desktop with Terminal Control + File System Search + Diff File Editing (6,377*, npm `npx @wonderwhy-er/desktop-commander`, Audit Logged)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9304, "after": 9319, "explanation": "Stars changed: 9304 → 9319.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "desktop commander mcp: mit mcp server for claude desktop with terminal control + file system search + diff file editing (6,377*, npm `npx @wonderwhy-er/desktop-commander`, audit logged) wonderwhy-er open_source other gold medium try_now ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_5590fc8c752d7c29e129", "entity_id": "gh:olo-dot-io/uni-cli", "item_url": "/item/olo-dot-io-uni-cli/", "title": "olo-dot-io/Uni-CLI", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 195, "after": 216, "explanation": "Stars changed: 195 → 216.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Framework", "section": "Agent Operations / Computer Use", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "agent platform builders", "automation engineers" ], "risk_categories": [], "search_text": "olo-dot-io/uni-cli olo-dot-io open_source other gold high try_now agent platform builders automation engineers claude code model context protocol openai openai codex model context protocol", "material_mover": false }, { "id": "evt_55681545240bac95d150", "entity_id": "gh:open-less/openless", "item_url": "/item/open-less-openless/", "title": "Open-Less/openless", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3012, "after": 3020, "explanation": "Stars changed: 3012 → 3020.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Productivity Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor", "non-native English speakers who want LLM-driven grammar cleanup during spoken input" ], "risk_categories": [], "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input", "material_mover": false }, { "id": "evt_5563f57d071bce016f46", "entity_id": "gh:osu-nlp-group/hipporag", "item_url": "/item/osu-nlp-group-hipporag/", "title": "OSU-NLP-Group/HippoRAG", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3938, "after": 3940, "explanation": "Stars changed: 3938 → 3940.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "RAG memory framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 4.8, "best_for": [ "developers comparing graph-aware retrieval frameworks against plain embedding search", "teams testing whether memory-style retrieval improves multi-hop document questions" ], "risk_categories": [], "search_text": "osu-nlp-group/hipporag osu-nlp-group open_source other silver conditional worth_watch developers comparing graph-aware retrieval frameworks against plain embedding search teams testing whether memory-style retrieval improves multi-hop document questions", "material_mover": false }, { "id": "evt_555a4ab172ebaa2e5f64", "entity_id": "gh:coderluii/holyclaude", "item_url": "/item/holyclaude/", "title": "HolyClaude", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2478, "after": 2490, "explanation": "Stars changed: 2478 → 2490.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "developers", "code-first teams" ], "risk_categories": [], "search_text": "holyclaude coderluii open_source coding_agent coding_agent silver none try_now developers code-first teams docker anthropic claude claude code google gemini openai", "material_mover": false }, { "id": "evt_5556085586e7cf397e52", "entity_id": "gh:mohitsoni48/turbollm", "item_url": "/item/mohitsoni48-turbollm/", "title": "mohitsoni48/TurboLLM", "category": "inference_runtime", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.10.7", "after": "v1.10.8", "explanation": "Version changed: v1.10.7 → v1.10.8.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local LLM Runtime", "section": "Model Infrastructure", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Local AI users comparing llama.cpp builds or community forks on the same machine", "Developers who want an OpenAI-compatible local endpoint for existing agent tools" ], "risk_categories": [ "account" ], "search_text": "mohitsoni48/turbollm mohitsoni48 open_source inference_runtime inference_runtime silver conditional worth_watch local ai users comparing llama.cpp builds or community forks on the same machine developers who want an openai-compatible local endpoint for existing agent tools self-hosted claude code", "material_mover": false }, { "id": "evt_554f5c82e268506b888a", "entity_id": "gh:facebook/astryx", "item_url": "/item/facebook-astryx/", "title": "facebook/astryx", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 11956, "after": 11979, "explanation": "Stars changed: 11956 → 11979.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "worth_watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Design System", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Frontend teams exploring agent-assisted UI implementation", "Design-system maintainers studying how docs and CLIs can be more machine-usable" ], "risk_categories": [], "search_text": "facebook/astryx facebook open_source creative_tool creative_tool silver none worth_watch frontend teams exploring agent-assisted ui implementation design-system maintainers studying how docs and clis can be more machine-usable", "material_mover": false }, { "id": "evt_54b60a473454e73c14f6", "entity_id": "gh:yvgude/lean-ctx", "item_url": "/item/yvgude-lean-ctx/", "title": "yvgude/lean-ctx", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3568, "after": 3572, "explanation": "Stars changed: 3568 → 3572.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 7.38, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "yvgude/lean-ctx yvgude open_source other silver medium try_now ai developers technical founders claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_549d72c23e3f2eb1c650", "entity_id": "gh:h5i-dev/h5i", "item_url": "/item/h5i-dev-h5i/", "title": "h5i-dev/h5i", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 525, "after": 528, "explanation": "Stars changed: 525 → 528.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Ops", "section": "AI Coding / Agent Ops", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "engineering teams using coding agents", "developers who need cleaner audit trails" ], "risk_categories": [ "system" ], "search_text": "h5i-dev/h5i h5i-dev open_source coding_agent coding_agent gold conditional try_now engineering teams using coding agents developers who need cleaner audit trails claude code openai codex", "material_mover": false }, { "id": "evt_5459be299e4b58afa065", "entity_id": "gh:alvinreal/awesome-opensource-ai", "item_url": "/item/alvinreal-awesome-opensource-ai/", "title": "alvinreal/awesome-opensource-ai", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4512, "after": 4532, "explanation": "Stars changed: 4512 → 4532.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "high", "verdict": "watch", "score": 6.4, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "AI Directory / Collection", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "alvinreal/awesome-opensource-ai alvinreal open_source other bronze high watch ai developers technical founders", "material_mover": false }, { "id": "evt_543537a37fc783fb7e9e", "entity_id": "gh:microsoft/foundry-local", "item_url": "/item/microsoft-foundry-local-v1-2-1/", "title": "microsoft/Foundry-Local v1.2.1", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2505, "after": 2508, "explanation": "Stars changed: 2505 → 2508.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI Runtime", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Windows AI app developers", "on-device inference teams" ], "risk_categories": [], "search_text": "microsoft/foundry-local v1.2.1 microsoft open_source inference_runtime inference_runtime gold conditional try_now windows ai app developers on-device inference teams", "material_mover": false }, { "id": "evt_542e726eb4e3fc08910a", "entity_id": "gh:netdata/netdata", "item_url": "/item/netdata-netdata/", "title": "netdata/netdata", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 80147, "after": 80180, "explanation": "Stars changed: 80147 → 80180.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.76, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "netdata/netdata netdata open_source other silver none watch ai developers technical founders docker kubernetes grafana model context protocol mongodb mysql postgresql prometheus model context protocol", "material_mover": false }, { "id": "evt_54159faab3dbb3ef2a9e", "entity_id": "gh:looplj/axonhub", "item_url": "/item/looplj-axonhub/", "title": "looplj/axonhub", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4956, "after": 4968, "explanation": "Stars changed: 4956 → 4968.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "looplj/axonhub looplj open_source other silver high watch ai developers technical founders anthropic claude claude code openai openai codex", "material_mover": false }, { "id": "evt_539ee4cecc122d329247", "entity_id": "gh:xingxun7777/aria", "item_url": "/item/xingxun7777-aria/", "title": "Xingxun7777/Aria", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.6.6", "after": "v1.6.8", "explanation": "Version changed: v1.6.6 → v1.6.8.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local AI Utility", "section": "Local AI Tools", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Windows users who want private local dictation by default", "Developers and technical users dictating code-adjacent terms or structured notes" ], "risk_categories": [], "search_text": "xingxun7777/aria xingxun7777 open_source other silver conditional try_now windows users who want private local dictation by default developers and technical users dictating code-adjacent terms or structured notes", "material_mover": false }, { "id": "evt_53303dc242c8d3c86323", "entity_id": "gh:evilmartians/agent-prism", "item_url": "/item/evilmartians-agent-prism/", "title": "evilmartians/agent-prism", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 380, "after": 381, "explanation": "Stars changed: 380 → 381.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "evilmartians/agent-prism evilmartians open_source other gold none try_now ai developers technical founders langchain opentelemetry", "material_mover": false }, { "id": "evt_531f1aedf0f442f17544", "entity_id": "gh:vllm-project/speculators", "item_url": "/item/vllm-project-speculators/", "title": "vllm-project/speculators", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.7.0", "after": "v0.6.0.1", "explanation": "Version changed: v0.7.0 → v0.6.0.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "vllm-project/speculators vllm-project open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_52fd94aaa6cec8a3a205", "entity_id": "gh:openonion/connectonion", "item_url": "/item/openonion-connectonion/", "title": "openonion/connectonion", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1333, "after": 1343, "explanation": "Stars changed: 1333 → 1343.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Agent Frameworks & Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Python teams building production-style AI agents that need a Claude-Code-equivalent lifecycle (hooks, skills", "multi-agent systems that need trust routing between agents before LLM involvement" ], "risk_categories": [ "system" ], "search_text": "openonion/connectonion openonion open_source other silver none try_now python teams building production-style ai agents that need a claude-code-equivalent lifecycle (hooks, skills, subagents, approval) without bolting one together from scratch multi-agent systems that need trust routing between agents before llm involvement", "material_mover": false }, { "id": "evt_52e3e3cea1eb499990bc", "entity_id": "gh:usedotai/dot-loom", "item_url": "/item/usedotai-dot-loom/", "title": "usedotai/dot-loom", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 224, "after": 222, "explanation": "Stars changed: 224 → 222.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "worth_watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Provider-pluggable", "section": "MIT provider-pluggable orchestration runtime", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 8.8, "best_for": [ "AI research and engineering teams exploring multi-model inference orchestration and the 'do not assume one giant model", "AI research groups that want to evaluate the role-based pipeline pattern (router -> drafter -> critic/verifier ->" ], "risk_categories": [], "search_text": "usedotai/dot-loom usedotai open_source other inference_runtime silver low worth_watch ai research and engineering teams exploring multi-model inference orchestration and the 'do not assume one giant model is always the right inference primitive' hypothesis, particularly teams that ai research groups that want to evaluate the role-based pipeline pattern (rout", "material_mover": false }, { "id": "evt_526839b9d5f6017e446e", "entity_id": "gh:zarazhangrui/lark-coding-agent-bridge", "item_url": "/item/zarazhangrui-lark-coding-agent-bridge/", "title": "zarazhangrui/lark-coding-agent-bridge", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2227, "after": 2238, "explanation": "Stars changed: 2227 → 2238.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "CLI", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Teams coordinating local coding-agent work through chat instead of ad-hoc screen sharing", "Power users who want Claude Code or Codex reachable from Feishu or Lark threads" ], "risk_categories": [ "system" ], "search_text": "zarazhangrui/lark-coding-agent-bridge zarazhangrui open_source other gold conditional try_now teams coordinating local coding-agent work through chat instead of ad-hoc screen sharing power users who want claude code or codex reachable from feishu or lark threads", "material_mover": false }, { "id": "evt_5230d4c97b73125427aa", "entity_id": "gh:moonshine-ai/moonshine", "item_url": "/item/moonshine-voice-mit-open-source-on-device-voice-toolkit-for-stt-tts-conv/", "title": "Moonshine Voice: MIT Open-Source On-Device Voice Toolkit for STT + TTS + Conversational Agents (Cross-Platform Python/iOS/Android/Mac/Linux/Windows/Raspberry Pi/Microcontrollers, 8,637*)", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10805, "after": 10826, "explanation": "Stars changed: 10805 → 10826.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "inference_runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [ "sensitive", "account" ], "search_text": "moonshine voice: mit open-source on-device voice toolkit for stt + tts + conversational agents (cross-platform python/ios/android/mac/linux/windows/raspberry pi/microcontrollers, 8,637*) moonshine-ai open_source inference_runtime inference_runtime gold low try_now ml infrastructure engineers model-serving teams", "material_mover": false }, { "id": "evt_52033c186dc82435e16f", "entity_id": "gh:onecli/onecli", "item_url": "/item/onecli-onecli/", "title": "onecli/onecli", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3073, "after": 3083, "explanation": "Stars changed: 3073 → 3083.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent credential gateway and secret-vault", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "engineering teams deploying AI agents against internal APIs or third-party SaaS tools", "security-conscious builders who want a credential gateway instead of embedding secrets inside prompts or agent configs" ], "risk_categories": [ "sensitive", "account" ], "search_text": "onecli/onecli onecli open_source other gold conditional try_now engineering teams deploying ai agents against internal apis or third-party saas tools security-conscious builders who want a credential gateway instead of embedding secrets inside prompts or agent configs model context protocol postgresql model context protocol", "material_mover": false }, { "id": "evt_51c930ef8df43187f509", "entity_id": "gh:shadcn-labs/agentcn", "item_url": "/item/shadcn-labs-agentcn/", "title": "shadcn-labs/agentcn", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 409, "after": 413, "explanation": "Stars changed: 409 → 413.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Framework / Registry", "section": "shadcn/ui-style Recipe Registry for Building", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "shadcn-labs/agentcn shadcn-labs open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_51c72d4a8521c91d5bfe", "entity_id": "gh:wecode-ai/wegent", "item_url": "/item/wecode-ai-wegent/", "title": "wecode-ai/Wegent", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "wework-v0.1.15", "after": "wework-v0.1.16", "explanation": "Version changed: wework-v0.1.15 → wework-v0.1.16.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Agent OS", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Platform teams building an internal agent runtime on top of open-source code", "Startups that need a maintainable agent OS base before custom orchestration is justified" ], "risk_categories": [], "search_text": "wecode-ai/wegent wecode-ai open_source other gold low try_now platform teams building an internal agent runtime on top of open-source code startups that need a maintainable agent os base before custom orchestration is justified claude code openai codex", "material_mover": false }, { "id": "evt_519e062534ec755324d5", "entity_id": "gh:funaudiollm/cosyvoice", "item_url": "/item/funaudiollm-cosyvoice/", "title": "FunAudioLLM/CosyVoice", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 22724, "after": 22740, "explanation": "Stars changed: 22724 → 22740.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Open-source multilingual text-to-speech and", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 4.9, "best_for": [ "teams building multilingual voice products or voice agents", "developers who need open-source TTS with deployment recipes instead of a paper-only model drop" ], "risk_categories": [], "search_text": "funaudiollm/cosyvoice funaudiollm open_source other gold medium try_now teams building multilingual voice products or voice agents developers who need open-source tts with deployment recipes instead of a paper-only model drop", "material_mover": false }, { "id": "evt_518862041e7ad04c46dd", "entity_id": "gh:myapihq/myapi", "item_url": "/item/myapihq-myapi/", "title": "myapihq/myapi", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.11.2", "after": "v2.15.1", "explanation": "Version changed: v2.11.2 → v2.15.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Infrastructure", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Indie hackers who want an agent to ship more than a prototype", "Agent builders who need a typed action surface instead of a grab bag of vendor APIs" ], "risk_categories": [], "search_text": "myapihq/myapi myapihq open_source other gold conditional try_now indie hackers who want an agent to ship more than a prototype agent builders who need a typed action surface instead of a grab bag of vendor apis", "material_mover": false }, { "id": "evt_5173baa548bebb7b833d", "entity_id": "gh:ardhaecosystem/synapse", "item_url": "/item/ardhaecosystem-synapse/", "title": "ardhaecosystem/synapse", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 73, "after": 74, "explanation": "Stars changed: 73 → 74.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Memory", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Hermes Agent users who want a richer self-hosted memory provider than native markdown memory", "Agent platform builders evaluating temporal memory graphs and salience-based retention" ], "risk_categories": [], "search_text": "ardhaecosystem/synapse ardhaecosystem open_source rag_knowledge rag_knowledge gold conditional try_now hermes agent users who want a richer self-hosted memory provider than native markdown memory agent platform builders evaluating temporal memory graphs and salience-based retention self-hosted", "material_mover": false }, { "id": "evt_515daf4e9b50bf56775f", "entity_id": "gh:agentforce314/clawcodex", "item_url": "/item/clawcodex-mit-production-oriented-python-rebuild-of-claude-code-multi-pr/", "title": "ClawCodex: MIT Production-Oriented Python Rebuild of Claude Code (Multi-Provider, 256K Lines, v1.0.0, DeepSeek Prefix-Cache Exploitation)", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 860, "after": 862, "explanation": "Stars changed: 860 → 862.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "coding_agent", "local_ai": true, "local_model_compatible": true, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "AI engineers / agent developers who want a Python-native Claude Code rebuild with 25 LLM providers behind the same", "AI engineers + 25-LLM-provider-users that want the 25 LLM providers (Anthropic, OpenAI, Gemini, Z.ai GLM, Minimax" ], "risk_categories": [], "search_text": "clawcodex: mit production-oriented python rebuild of claude code (multi-provider, 256k lines, v1.0.0, deepseek prefix-cache exploitation) agentforce314 open_source coding_agent coding_agent gold low try_now ai engineers / agent developers who want a python-native claude code rebuild with 25 llm providers behind the same agent runtime (no vendor lock-in to an", "material_mover": false }, { "id": "evt_515a19161e5370deceed", "entity_id": "gh:opensquilla/opensquilla", "item_url": "/item/opensquilla-opensquilla/", "title": "opensquilla/opensquilla", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.5.2", "after": "v0.5.3", "explanation": "Version changed: v0.5.2 → v0.5.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers paying for premium model tokens on tasks a cheaper model already does well and want a router to pick", "teams who want a single agent runtime that speaks OpenAI / Anthropic / Ollama / DeepSeek / Gemini / Qwen without lock-in" ], "risk_categories": [ "system", "account" ], "search_text": "opensquilla/opensquilla opensquilla open_source other gold none try_now developers paying for premium model tokens on tasks a cheaper model already does well and want a router to pick automatically teams who want a single agent runtime that speaks openai / anthropic / ollama / deepseek / gemini / qwen without lock-in model context protocol model context prot", "material_mover": false }, { "id": "evt_514d9666a3145633d1f4", "entity_id": "gh:nanocoai/nanoclaw", "item_url": "/item/nanocoai-nanoclaw-v2-1-17/", "title": "nanocoai/nanoclaw v2.1.17", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 30494, "after": 30507, "explanation": "Stars changed: 30494 → 30507.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Self-hosted AI Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "AI platform operators", "MCP/agent stack owners" ], "risk_categories": [], "search_text": "nanocoai/nanoclaw v2.1.17 nanocoai open_source agent_framework agent_framework gold conditional watch ai platform operators mcp/agent stack owners claude code", "material_mover": false }, { "id": "evt_5137468599141b44c07e", "entity_id": "gh:agent-of-empires/agent-of-empires", "item_url": "/item/agent-of-empires-agent-of-empires/", "title": "agent-of-empires/agent-of-empires", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3053, "after": 3067, "explanation": "Stars changed: 3053 → 3067.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Developer Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "coding-agent operators", "developer tool teams" ], "risk_categories": [], "search_text": "agent-of-empires/agent-of-empires agent-of-empires open_source coding_agent coding_agent gold conditional watch coding-agent operators developer tool teams claude claude code google gemini openai codex", "material_mover": false }, { "id": "evt_50efd16bdf03bca03137", "entity_id": "gh:paca-ai/paca", "item_url": "/item/paca-ai-paca/", "title": "Paca-AI/paca", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1713, "after": 1716, "explanation": "Stars changed: 1713 → 1716.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Productivity Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Scrum teams tired of paying for Jira/ClickUp and tired of pretending their AI assistant is a teammate", "self-hosted teams who need project management on their own infrastructure (single Go binary + Postgres)" ], "risk_categories": [], "search_text": "paca-ai/paca paca-ai open_source other silver none try_now scrum teams tired of paying for jira/clickup and tired of pretending their ai assistant is a teammate self-hosted teams who need project management on their own infrastructure (single go binary + postgres) self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_50ee632b171a8d644469", "entity_id": "gh:msitarzewski/agency-agents-app", "item_url": "/item/msitarzewski-agency-agents-app/", "title": "msitarzewski/agency-agents-app", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 380, "after": 391, "explanation": "Stars changed: 380 → 391.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Persona Manager", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Codex, Claude Code, Cursor, and Gemini CLI users who want one place to manage agent personas", "Teams testing the same specialist prompts across multiple coding-agent runtimes" ], "risk_categories": [], "search_text": "msitarzewski/agency-agents-app msitarzewski open_source other gold conditional try_now codex, claude code, cursor, and gemini cli users who want one place to manage agent personas teams testing the same specialist prompts across multiple coding-agent runtimes", "material_mover": false }, { "id": "evt_505fc5538e860f3045f1", "entity_id": "gh:sandbox0-ai/sandbox0", "item_url": "/item/sandbox0-ai-sandbox0/", "title": "sandbox0-ai/sandbox0", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 77, "after": 78, "explanation": "Stars changed: 77 → 78.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Policy-controlled Linux sandboxes for agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 5.6, "best_for": [ "teams building coding agents or code interpreters that need isolated execution", "platform engineers evaluating self-hosted runtime boundaries for agent workloads" ], "risk_categories": [ "sensitive", "system", "account" ], "search_text": "sandbox0-ai/sandbox0 sandbox0-ai open_source other silver medium worth_watch teams building coding agents or code interpreters that need isolated execution platform engineers evaluating self-hosted runtime boundaries for agent workloads", "material_mover": false }, { "id": "evt_505238442e55dcfc28db", "entity_id": "gh:rtk-ai/rtk", "item_url": "/item/rtk-ai-rtk/", "title": "rtk-ai/rtk", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "dev-0.45.1-rc.354", "after": "dev-0.45.1-rc.355", "explanation": "Version changed: dev-0.45.1-rc.354 → dev-0.45.1-rc.355.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI coding-agent users", "developer-tool power users" ], "risk_categories": [ "system" ], "search_text": "rtk-ai/rtk rtk-ai open_source other gold conditional try_now ai coding-agent users developer-tool power users anthropic claude code", "material_mover": false }, { "id": "evt_504362a499e5764f7796", "entity_id": "gh:thudm/slime", "item_url": "/item/thudm-slime/", "title": "THUDM/slime", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7864, "after": 7886, "explanation": "Stars changed: 7864 → 7886.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "research", "verification_stage": "discovered", "type": "Developer Framework", "section": "LLM Post-Training", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "researchers scaling GRPO/DPO/RLOO runs beyond a single node", "applied teams aligning or specializing LLMs with their own reward signals" ], "risk_categories": [], "search_text": "thudm/slime thudm research research research gold conditional try_now researchers scaling grpo/dpo/rloo runs beyond a single node applied teams aligning or specializing llms with their own reward signals", "material_mover": false }, { "id": "evt_5028482f4cdee3e28868", "entity_id": "gh:bug0inc/passmark", "item_url": "/item/bug0inc-passmark/", "title": "bug0inc/passmark", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1247, "after": 1248, "explanation": "Stars changed: 1247 → 1248.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 6.09, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "bug0inc/passmark bug0inc open_source other other bronze none watch ai developers technical founders", "material_mover": false }, { "id": "evt_501c5133471bd4da06ac", "entity_id": "gh:strands-agents/harness-sdk", "item_url": "/item/strands-agents-harness-sdk/", "title": "strands-agents/harness-sdk", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "mcp/v0.2.9", "after": "typescript/v1.13.0", "explanation": "Version changed: mcp/v0.2.9 → typescript/v1.13.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "strands-agents/harness-sdk strands-agents open_source other silver high watch ai developers technical founders anthropic model context protocol openai model context protocol sdk", "material_mover": false }, { "id": "evt_4ff22794f04e426d9077", "entity_id": "gh:hkuds/deeptutor", "item_url": "/item/hkuds-deeptutor/", "title": "HKUDS/DeepTutor", "category": "business_workflow", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 35144, "after": 35426, "explanation": "Stars changed: 35144 → 35426.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Platform", "section": "Agent-Native Personalized Tutoring Across 12+", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "technical founders", "operations teams" ], "risk_categories": [], "search_text": "hkuds/deeptutor hkuds open_source business_workflow business_workflow gold low try_now technical founders operations teams", "material_mover": false }, { "id": "evt_4fdb620618f2f1a124b6", "entity_id": "gh:deer-flow/llm-space", "item_url": "/item/deer-flow-llm-space/", "title": "deer-flow/llm-space", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1586, "after": 1592, "explanation": "Stars changed: 1586 → 1592.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent harness tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "agent builders who need better tracing and replay than plain logs provide", "teams evaluating prompt and tool changes across repeated harness runs" ], "risk_categories": [], "search_text": "deer-flow/llm-space deer-flow open_source other silver conditional worth_watch agent builders who need better tracing and replay than plain logs provide teams evaluating prompt and tool changes across repeated harness runs", "material_mover": false }, { "id": "evt_4f9ee123c6b89f672b59", "entity_id": "gh:wanghuan9/skill-manager", "item_url": "/item/wanghuan9-skill-manager/", "title": "wanghuan9/skill-manager", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 424, "after": 432, "explanation": "Stars changed: 424 → 432.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Skills and MCP Manager", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who use multiple coding-agent tools and want one control surface for skills and MCP configs", "Teams distributing shared skills or plugin bundles and tracking upstream changes" ], "risk_categories": [], "search_text": "wanghuan9/skill-manager wanghuan9 open_source other silver conditional worth_watch developers who use multiple coding-agent tools and want one control surface for skills and mcp configs teams distributing shared skills or plugin bundles and tracking upstream changes claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_4f8f915ae36d2a3b71cf", "entity_id": "gh:narumiruna/pi-extensions", "item_url": "/item/narumiruna-pi-extensions/", "title": "narumiruna/pi-extensions", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 315, "after": 322, "explanation": "Stars changed: 315 → 322.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "AI tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Pi Coding Agent users who want a richer terminal statusline than the default footer (`pi install", "Pi users who want agent delegation with single / parallel / chained execution modes (`pi install" ], "risk_categories": [ "system" ], "search_text": "narumiruna/pi-extensions narumiruna open_source other gold low try_now pi coding agent users who want a richer terminal statusline than the default footer (`pi install npm:@narumitw/pi-statusline`) pi users who want agent delegation with single / parallel / chained execution modes (`pi install npm:@narumitw/pi-subagents`) openai codex", "material_mover": false }, { "id": "evt_4f783c1c0dcc7d608b68", "entity_id": "gh:dietrichgebert/ponytail", "item_url": "/item/dietrichgebert-ponytail/", "title": "DietrichGebert/ponytail", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 101409, "after": 102087, "explanation": "Stars changed: 101409 → 102087.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "software developers", "AI coding-agent users" ], "risk_categories": [], "search_text": "dietrichgebert/ponytail dietrichgebert open_source other gold none try_now software developers ai coding-agent users claude claude code", "material_mover": false }, { "id": "evt_4f6b70ac2e04682679a8", "entity_id": "gh:tanishqkumar/ssd", "item_url": "/item/ssd-speculative-speculative-decoding-inference-engine-qwen3-llama3-paral/", "title": "SSD: Speculative Speculative Decoding Inference Engine (Qwen3 + Llama3, Parallel Draft+Verify)", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 986, "after": 988, "explanation": "Stars changed: 986 → 988.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "inference_runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI researchers + ML engineers + inference engineers + AI-curious readers tracking the inference space + engineering", "AI researchers + correctness users that want the exact inference (SSD is mathematically equivalent to the target" ], "risk_categories": [ "account" ], "search_text": "ssd: speculative speculative decoding inference engine (qwen3 + llama3, parallel draft+verify) tanishqkumar open_source inference_runtime inference_runtime silver low try_now ai researchers + ml engineers + inference engineers + ai-curious readers tracking the inference space + engineering teams building production inference engines + any developer wiring a", "material_mover": false }, { "id": "evt_4f5714e00c32e4d0b9b4", "entity_id": "gh:google/skills", "item_url": "/item/google-skills/", "title": "google/skills", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 17875, "after": 18044, "explanation": "Stars changed: 17875 → 18044.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Skills / Google Cloud", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Google Cloud teams", "Gemini builders" ], "risk_categories": [], "search_text": "google/skills google open_source other gold conditional watch google cloud teams gemini builders", "material_mover": false }, { "id": "evt_4f430aa4fcd123458047", "entity_id": "gh:huggingface/trl", "item_url": "/item/huggingface-trl/", "title": "huggingface/trl", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.9.2", "after": "v1.10.0", "explanation": "Version changed: v1.9.2 → v1.10.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Model post-training tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 5.8, "best_for": [ "ML engineers running reward-model, preference, or RL-style post-training experiments", "research teams comparing alignment and optimization recipes" ], "risk_categories": [], "search_text": "huggingface/trl huggingface open_source other gold conditional try_now ml engineers running reward-model, preference, or rl-style post-training experiments research teams comparing alignment and optimization recipes", "material_mover": false }, { "id": "evt_4f2285086d7cb9e71796", "entity_id": "gh:nvk/llm-wiki", "item_url": "/item/llm-wiki-mit-llm-compiled-knowledge-bases-for-any-ai-agent-claude-code-c/", "title": "llm-wiki: MIT LLM-Compiled Knowledge Bases for Any AI Agent (Claude Code / Codex / OpenCode Plugins, Obsidian-Compatible)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1008, "after": 1018, "explanation": "Stars changed: 1008 → 1018.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI researchers / knowledge workers building thesis-driven investigations that need parallel multi-agent research +", "AI researchers + parallel-multi-agent-research-users that want the parallel multi-agent research (multiple agents" ], "risk_categories": [], "search_text": "llm-wiki: mit llm-compiled knowledge bases for any ai agent (claude code / codex / opencode plugins, obsidian-compatible) nvk open_source other silver low try_now ai researchers / knowledge workers building thesis-driven investigations that need parallel multi-agent research + source ingestion + wiki compilation + truth-seeking audits + ai engineers who want", "material_mover": false }, { "id": "evt_4f0b3ce55c8b4c75594d", "entity_id": "gh:bytedance/ui-tars-desktop", "item_url": "/item/bytedance-ui-tars-desktop/", "title": "bytedance/UI-TARS-desktop", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 38559, "after": 38579, "explanation": "Stars changed: 38559 → 38579.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / App", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "developers evaluating multimodal agent stacks", "teams that need desktop-level UI interaction as part of agent loops" ], "risk_categories": [], "search_text": "bytedance/ui-tars-desktop bytedance open_source agent_framework agent_framework silver conditional watch developers evaluating multimodal agent stacks teams that need desktop-level ui interaction as part of agent loops model context protocol model context protocol", "material_mover": false }, { "id": "evt_4ece779561d61c483b76", "entity_id": "gh:traycerai/traycer", "item_url": "/item/traycerai-traycer/", "title": "traycerai/traycer", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1170, "after": 1177, "explanation": "Stars changed: 1170 → 1177.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "coding_agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [], "search_text": "traycerai/traycer traycerai open_source coding_agent coding_agent gold none try_now software engineers developer-tool teams", "material_mover": false }, { "id": "evt_4ecaf0545f914957ae03", "entity_id": "gh:visnia-ai/browser-agent", "item_url": "/item/visnia-ai-browser-agent/", "title": "visnia-ai/browser-agent", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "browser-agent-cli-v1.0.18", "explanation": "Version changed: not recorded → browser-agent-cli-v1.0.18.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Browser Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers building browser-automation agents on a budget", "anyone evaluating browser-automation cost vs Playwright / Puppeteer" ], "risk_categories": [], "search_text": "visnia-ai/browser-agent visnia-ai open_source other silver low try_now developers building browser-automation agents on a budget anyone evaluating browser-automation cost vs playwright / puppeteer", "material_mover": false }, { "id": "evt_4ec158d3b40e3ba0a1c6", "entity_id": "gh:sharpai/swiftlm", "item_url": "/item/sharpai-swiftlm/", "title": "SharpAI/SwiftLM", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 735, "after": 736, "explanation": "Stars changed: 735 → 736.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Apple Silicon local inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 7.0, "best_for": [ "Mac developers who want a native local inference endpoint instead of a heavier Python stack", "builders wiring Apple Silicon model serving into OpenAI-compatible coding or agent tools" ], "risk_categories": [], "search_text": "sharpai/swiftlm sharpai open_source other inference_runtime gold conditional try_now mac developers who want a native local inference endpoint instead of a heavier python stack builders wiring apple silicon model serving into openai-compatible coding or agent tools", "material_mover": false }, { "id": "evt_4e9b92dc32b3ee8f7cf6", "entity_id": "gh:clickhouse/clickhouse", "item_url": "/item/clickhouse-clickhouse/", "title": "ClickHouse/ClickHouse", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 49199, "after": 49229, "explanation": "Stars changed: 49199 → 49229.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 6.44, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "clickhouse/clickhouse clickhouse open_source other bronze none watch ai developers technical founders self-hosted", "material_mover": false }, { "id": "evt_4e851acb804c80a280dd", "entity_id": "gh:supertone-inc/supertonic", "item_url": "/item/supertone-inc-supertonic/", "title": "supertone-inc/supertonic", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 13661, "after": 13674, "explanation": "Stars changed: 13661 → 13674.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive" ], "search_text": "supertone-inc/supertonic supertone-inc open_source other gold none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_4e7b59ffb6b7bb7592c4", "entity_id": "gh:google/ax", "item_url": "/item/google-ax-agent-executor/", "title": "google/ax (Agent Executor)", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.2.2", "after": "v0.2.3", "explanation": "Version changed: v0.2.2 → v0.2.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "google/ax (agent executor) google open_source other gold none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_4e5bfef07102007d5421", "entity_id": "gh:browser-use/video-use", "item_url": "/item/browser-use-video-use/", "title": "browser-use/video-use", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 20567, "after": 20626, "explanation": "Stars changed: 20567 → 20626.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Creative Tool", "section": "Creative Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Creators producing tutorial, launch, interview, or demo videos from raw footage", "Marketing and developer-relations teams exploring agent-assisted post-production" ], "risk_categories": [ "system" ], "search_text": "browser-use/video-use browser-use open_source creative_tool creative_tool gold conditional try_now creators producing tutorial, launch, interview, or demo videos from raw footage marketing and developer-relations teams exploring agent-assisted post-production", "material_mover": false }, { "id": "evt_4e23491c5b961822c2be", "entity_id": "gh:vstorm-co/pydantic-deepagents", "item_url": "/item/vstorm-co-pydantic-deepagents/", "title": "vstorm-co/pydantic-deepagents", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1025, "after": 1028, "explanation": "Stars changed: 1025 → 1028.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Library", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Python developer teams that want a batteries-included deep-agent framework with Pydantic type safety and a single", "teams that need the 'Live Run Forking' primitive — N parallel attempts with isolated filesystems + budgets, then" ], "risk_categories": [], "search_text": "vstorm-co/pydantic-deepagents vstorm-co open_source agent_framework agent_framework silver none try_now python developer teams that want a batteries-included deep-agent framework with pydantic type safety and a single function call surface teams that need the 'live run forking' primitive — n parallel attempts with isolated filesystems + budgets, then ai-ju", "material_mover": false }, { "id": "evt_4e186dc762cb5f568929", "entity_id": "gh:unslothai/unsloth", "item_url": "/item/unslothai-unsloth-v0-1-464-beta/", "title": "unslothai/unsloth v0.1.464-beta", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 70571, "after": 70969, "explanation": "Stars changed: 70571 → 70969.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "fine-tuning practitioners", "local AI experimenters" ], "risk_categories": [], "search_text": "unslothai/unsloth v0.1.464-beta unslothai open_source other gold medium watch fine-tuning practitioners local ai experimenters self-hosted openai", "material_mover": false }, { "id": "evt_4dfca4c3f7cb40f399f8", "entity_id": "gh:zhitongblog/solomd", "item_url": "/item/zhitongblog-solomd/", "title": "zhitongblog/solomd", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v4.11.11", "after": "v4.11.12", "explanation": "Version changed: v4.11.11 → v4.11.12.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "candidate", "setup_ease": 8.8, "best_for": [ "writers, researchers, and developers who live in markdown and want their editor to expose the vault to their coding", "Obsidian users who want first-class MCP + local-first + 14 BYOK providers in one app" ], "risk_categories": [], "search_text": "zhitongblog/solomd zhitongblog open_source other creative_tool silver none try_now writers, researchers, and developers who live in markdown and want their editor to expose the vault to their coding agent obsidian users who want first-class mcp + local-first + 14 byok providers in one app model context protocol model context protocol", "material_mover": false }, { "id": "evt_4dc7065955c647f8bbb4", "entity_id": "gh:lancezpf/agent-as-a-router", "item_url": "/item/lancezpf-agent-as-a-router/", "title": "LanceZPF/agent-as-a-router", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1110, "after": 1116, "explanation": "Stars changed: 1110 → 1116.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "track", "score": 7.8, "entity_kind": "research", "verification_stage": "discovered", "type": "Model Routing", "section": "Research & Evals", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Researchers studying model routing for coding tasks", "Infra teams building cost-aware agent backends" ], "risk_categories": [], "search_text": "lancezpf/agent-as-a-router lancezpf research research research silver none track researchers studying model routing for coding tasks infra teams building cost-aware agent backends", "material_mover": false }, { "id": "evt_4d71a2669701d30a4a58", "entity_id": "gh:can1357/oh-my-pi", "item_url": "/item/can1357-oh-my-pi/", "title": "can1357/oh-my-pi", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 24175, "after": 24531, "explanation": "Stars changed: 24175 → 24531.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "can1357/oh-my-pi can1357 open_source other silver high watch ai developers technical founders anthropic claude model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_4d6316b78259164bf688", "entity_id": "gh:jamiepine/voicebox", "item_url": "/item/jamiepine-voicebox/", "title": "jamiepine/voicebox", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 50169, "after": 50291, "explanation": "Stars changed: 50169 → 50291.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Voice Tool", "section": "Local AI / Voice Workflow", "local_ai": true, "local_model_compatible": true, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "creators producing narrated audio", "developers building voice-enabled agents" ], "risk_categories": [], "search_text": "jamiepine/voicebox jamiepine open_source other gold medium try_now creators producing narrated audio developers building voice-enabled agents", "material_mover": false }, { "id": "evt_4d5f5b0abbdf56dd45c7", "entity_id": "gh:i-am-bee/beeai-framework", "item_url": "/item/i-am-bee-beeai-framework-python-v0-1-81/", "title": "i-am-bee/beeai-framework python_v0.1.81", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3379, "after": 3378, "explanation": "Stars changed: 3379 → 3378.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "AI Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "autonomous-agent builders", "Python backend teams" ], "risk_categories": [], "search_text": "i-am-bee/beeai-framework python_v0.1.81 i-am-bee open_source agent_framework agent_framework silver conditional watch autonomous-agent builders python backend teams", "material_mover": false }, { "id": "evt_4d4e65e4de17596289aa", "entity_id": "gh:ataraxy-labs/sem", "item_url": "/item/ataraxy-labs-sem/", "title": "Ataraxy-Labs/sem", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3296, "after": 3300, "explanation": "Stars changed: 3296 → 3300.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool / CLI", "section": "Semantic Version Control: Entity-Level Diffs", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "ataraxy-labs/sem ataraxy-labs open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_4d20c6937d3dd0cb0ccf", "entity_id": "gh:ferroxlabs/ijfw", "item_url": "/item/ferroxlabs-ijfw/", "title": "FerroxLabs/ijfw", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 204, "after": 205, "explanation": "Stars changed: 204 → 205.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "Developers switching between Claude Code, Codex, Cursor, and similar agent CLIs", "Teams that want persistent cross-session memory without locking into one agent vendor" ], "risk_categories": [], "search_text": "ferroxlabs/ijfw ferroxlabs open_source other agent_framework gold conditional try_now developers switching between claude code, codex, cursor, and similar agent clis teams that want persistent cross-session memory without locking into one agent vendor claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_4d209f3ad34d42824759", "entity_id": "gh:tracecathq/tracecat", "item_url": "/item/tracecathq-tracecat/", "title": "TracecatHQ/tracecat", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3765, "after": 3767, "explanation": "Stars changed: 3765 → 3767.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "security engineers", "AI assurance teams" ], "risk_categories": [], "search_text": "tracecathq/tracecat tracecathq open_source security security silver high watch security engineers ai assurance teams openapi", "material_mover": false }, { "id": "evt_4ce663750d60fa7917e5", "entity_id": "gh:activeloopai/hivemind", "item_url": "/item/activeloopai-hivemind/", "title": "activeloopai/hivemind", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1547, "after": 1554, "explanation": "Stars changed: 1547 → 1554.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Shared Cloud-Backed Agent Brain", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "knowledge-system builders", "search engineers" ], "risk_categories": [], "search_text": "activeloopai/hivemind activeloopai open_source rag_knowledge rag_knowledge gold conditional try_now knowledge-system builders search engineers anthropic claude openai codex postgresql", "material_mover": false }, { "id": "evt_4caf25229bbb43cc11dd", "entity_id": "gh:juanjuandog/finsight-ai", "item_url": "/item/juanjuandog-finsight-ai/", "title": "juanjuandog/FinSight-AI", "category": "business_workflow", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1022, "after": 1023, "explanation": "Stars changed: 1022 → 1023.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Open-Source AI Equity Research", "section": "MIT Open-Source AI Equity Research Agent With", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "technical founders", "operations teams" ], "risk_categories": [ "impact" ], "search_text": "juanjuandog/finsight-ai juanjuandog open_source business_workflow business_workflow gold medium try_now technical founders operations teams postgresql redis", "material_mover": false }, { "id": "evt_4cabd690edd3a5dae5b4", "entity_id": "gh:dust-tt/dust", "item_url": "/item/dust-tt-dust/", "title": "dust-tt/dust", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "dsbx-v0.1.48", "after": "dsbx-v0.1.49", "explanation": "Version changed: dsbx-v0.1.48 → dsbx-v0.1.49.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "high", "verdict": "watch", "score": 7.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Tool", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "dust-tt/dust dust-tt open_source other bronze high watch ai developers technical founders", "material_mover": false }, { "id": "evt_4c9643fde3cdb2f7096e", "entity_id": "gh:pku-yuangroup/openai4s", "item_url": "/item/pku-yuangroup-openai4s/", "title": "PKU-YuanGroup/OpenAI4S", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 311, "after": 315, "explanation": "Stars changed: 311 → 315.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MIT open-source pure-stdlib", "section": "Code-as-Action Scientific Research Agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Scientific researchers, AI agent developers, automation builders, AI-curious readers, and any developer wiring an AI", "Scientific researchers who want a Jupyter-style persistent kernel is the action space -- the LLM emits real Python/R" ], "risk_categories": [], "search_text": "pku-yuangroup/openai4s pku-yuangroup open_source other gold conditional try_now scientific researchers, ai agent developers, automation builders, ai-curious readers, and any developer wiring an ai coding agent to scientific workflows -- and who can pair pku-yuangroup/openai4s scientific researchers who want a jupyter-style persistent kernel is the action spa", "material_mover": false }, { "id": "evt_4c8d0d1c4401dce8095e", "entity_id": "gh:ai-hypercomputer/maxtext", "item_url": "/item/ai-hypercomputer-maxtext/", "title": "AI-Hypercomputer/maxtext", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "maxtext-v0.2.3", "explanation": "Version changed: not recorded → maxtext-v0.2.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Training & Post-Training", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "AI research teams and post-training engineers who need a TPU-native reference LLM training stack that supports every", "teams already standardizing on Google Cloud TPU / GKE / Pathways who want a single JAX-native training + inference" ], "risk_categories": [], "search_text": "ai-hypercomputer/maxtext ai-hypercomputer open_source other gold none try_now ai research teams and post-training engineers who need a tpu-native reference llm training stack that supports every major open model on day-0 teams already standardizing on google cloud tpu / gke / pathways who want a single jax-native training + inference runtime", "material_mover": false }, { "id": "evt_4c6b49e5b14c96647164", "entity_id": "gh:bytedance/bernini", "item_url": "/item/bytedance-bernini/", "title": "ByteDance Bernini", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1253, "after": 1255, "explanation": "Stars changed: 1253 → 1255.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "New Models", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "bytedance bernini bytedance open_source other silver none watch ai developers technical founders", "material_mover": false }, { "id": "evt_4c276ff3b1748a9e1e47", "entity_id": "gh:lvcidpsyche/auto-browser", "item_url": "/item/lvcidpsyche-auto-browser/", "title": "LvcidPsyche/auto-browser", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 759, "after": 761, "explanation": "Stars changed: 759 → 761.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Browser agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.1, "best_for": [ "builders wiring browser tasks into MCP-based agent workflows", "teams that need operator-assisted QA or admin-tool automation with a real browser" ], "risk_categories": [], "search_text": "lvcidpsyche/auto-browser lvcidpsyche open_source other gold conditional try_now builders wiring browser tasks into mcp-based agent workflows teams that need operator-assisted qa or admin-tool automation with a real browser docker self-hosted claude model context protocol model context protocol", "material_mover": false }, { "id": "evt_4bff439a6759f463c693", "entity_id": "gh:anthropics/knowledge-work-plugins", "item_url": "/item/anthropics-knowledge-work-plugins/", "title": "anthropics/knowledge-work-plugins", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 23443, "after": 23466, "explanation": "Stars changed: 23443 → 23466.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "worth_watch", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Plugin Library", "section": "AI Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "teams piloting Claude Cowork or Claude Code", "operators building repeatable AI-assisted workflows" ], "risk_categories": [ "impact" ], "search_text": "anthropics/knowledge-work-plugins anthropics open_source other gold conditional worth_watch teams piloting claude cowork or claude code operators building repeatable ai-assisted workflows", "material_mover": false }, { "id": "evt_4bdac56eb929e187d3ce", "entity_id": "gh:cjpais/handy", "item_url": "/item/cjpais-handy/", "title": "cjpais/Handy", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 29360, "after": 29428, "explanation": "Stars changed: 29360 → 29428.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Speech-to-Text Desktop App", "section": "MIT cross-platform desktop speech-to-text app", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive" ], "search_text": "cjpais/handy cjpais open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_4b83d886cc07e6bda3ff", "entity_id": "gh:yzhao062/anywhere-agents", "item_url": "/item/yzhao062-anywhere-agents/", "title": "yzhao062/anywhere-agents", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 215, "after": 217, "explanation": "Stars changed: 215 → 217.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Config Composer", "section": "AI Coding", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent developers and power users who use Claude Code + Codex + Cursor (or any combination) and want one `AGENTS.md`", "Researchers, paper writers, and academics who want a `agent-pack` profile (fork-and-replace) that bakes in their" ], "risk_categories": [ "account" ], "search_text": "yzhao062/anywhere-agents yzhao062 open_source other gold low try_now ai agent developers and power users who use claude code + codex + cursor (or any combination) and want one `agents.md` that drives all three — install with `pip install anywhere-agents` or `npm researchers, paper writers, and academics who want a `agent-pack` profile (fork-and-replace) th", "material_mover": false }, { "id": "evt_4b03c49ddc5263c032a2", "entity_id": "gh:builderio/agent-native", "item_url": "/item/builderio-agent-native/", "title": "BuilderIO/agent-native", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4482, "after": 4489, "explanation": "Stars changed: 4482 → 4489.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "product engineers", "agent-platform teams" ], "risk_categories": [], "search_text": "builderio/agent-native builderio open_source other gold conditional try_now product engineers agent-platform teams", "material_mover": false }, { "id": "evt_4ae276a7f5b6bd748701", "entity_id": "gh:ryantsai/kkterm", "item_url": "/item/kkterm-mit-tauri-2-rust-cross-platform-admin-terminal-workspace-with-ssh/", "title": "KKTerm: MIT Tauri 2 + Rust Cross-Platform Admin Terminal Workspace with SSH + SFTP + RDP + VNC + Approval-Gated AI Assistant (263*, macOS Apple Silicon + Windows, < 20MB Binary)", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.1.143", "after": "v0.1.144", "explanation": "Version changed: v0.1.143 → v0.1.144.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "candidate", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "kkterm: mit tauri 2 + rust cross-platform admin terminal workspace with ssh + sftp + rdp + vnc + approval-gated ai assistant (263*, macos apple silicon + windows, < 20mb binary) ryantsai open_source other business_workflow gold low try_now ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_4ab489736cb084eb28b1", "entity_id": "gh:activepieces/activepieces", "item_url": "/item/activepieces-activepieces/", "title": "activepieces/activepieces", "category": "business_workflow", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 23740, "after": 23766, "explanation": "Stars changed: 23740 → 23766.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Workflow Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Teams migrating from script-based automations to a governed flow model", "MCP-first builders who need orchestration glue for production workflows" ], "risk_categories": [], "search_text": "activepieces/activepieces activepieces open_source business_workflow business_workflow gold medium try_now teams migrating from script-based automations to a governed flow model mcp-first builders who need orchestration glue for production workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_4ab1865c7ea67fb6e959", "entity_id": "gh:vllm-project/vllm-ascend", "item_url": "/item/vllm-ascend-apache-2-0-official-vllm-hardware-plugin-for-huawei-ascend-n/", "title": "vLLM Ascend: Apache-2.0 Official vLLM Hardware Plugin for Huawei Ascend NPUs (LLM + VLM, Expert Parallelism, SIG)", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2612, "after": 2623, "explanation": "Stars changed: 2612 → 2623.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "inference_runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI infra / SRE teams deploying LLM / VLM inference workloads on Huawei Ascend NPU clusters (Atlas 800 / Atlas 900 /", "AI infra + LLM-+-VLM-workload users that want the LLM (text-only) + VLM (vision-language) workload surface -- the" ], "risk_categories": [], "search_text": "vllm ascend: apache-2.0 official vllm hardware plugin for huawei ascend npus (llm + vlm, expert parallelism, sig) vllm-project open_source inference_runtime inference_runtime gold low try_now ai infra / sre teams deploying llm / vlm inference workloads on huawei ascend npu clusters (atlas 800 / atlas 900 / ascend 910b / ascend 910c) + chinese ai teams deploy", "material_mover": false }, { "id": "evt_4a909a9377cfe4a56a94", "entity_id": "gh:agentwrapper/agent-orchestrator", "item_url": "/item/agentwrapper-agent-orchestrator/", "title": "AgentWrapper/agent-orchestrator", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9434, "after": 9489, "explanation": "Stars changed: 9434 → 9489.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Coding Workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Engineering teams running multiple coding agents against the same repository", "Platform teams that want clearer branch and runtime isolation around agent work" ], "risk_categories": [ "system" ], "search_text": "agentwrapper/agent-orchestrator agentwrapper open_source other gold conditional try_now engineering teams running multiple coding agents against the same repository platform teams that want clearer branch and runtime isolation around agent work claude code", "material_mover": false }, { "id": "evt_4a468a1f021ba2c04bea", "entity_id": "gh:preset-io/agor", "item_url": "/item/preset-io-agor/", "title": "preset-io/agor", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1359, "after": 1360, "explanation": "Stars changed: 1359 → 1360.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "AI-heavy engineering teams", "tech leads managing coding agents" ], "risk_categories": [ "system" ], "search_text": "preset-io/agor preset-io open_source other silver conditional watch ai-heavy engineering teams tech leads managing coding agents claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_492d678f041df60da0ce", "entity_id": "gh:thclaws/thclaws", "item_url": "/item/thclaws-thclaws/", "title": "thClaws/thClaws", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1192, "after": 1197, "explanation": "Stars changed: 1192 → 1197.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Coding Agents / Native Agent Harness", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI coding agent builders who need an MIT-or-Apache-2.0 dual-licensed, open-source native Rust AI agent harness that", "developer-tools teams who want a sovereign, cross-platform agent workspace on their own machine without depending on a" ], "risk_categories": [ "system" ], "search_text": "thclaws/thclaws thclaws open_source other gold low try_now ai coding agent builders who need an mit-or-apache-2.0 dual-licensed, open-source native rust ai agent harness that ships as a single binary with terminal, gui, headless, and webapp modes developer-tools teams who want a sovereign, cross-platform agent workspace on their own machine without depending", "material_mover": false }, { "id": "evt_490b679702c2cface17f", "entity_id": "gh:qoderai/better-harness", "item_url": "/item/better-harness/", "title": "Better Harness", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1814, "after": 1828, "explanation": "Stars changed: 1814 → 1828.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Coding assistants and dev agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "engineering teams running Claude Code, Codex, Qoder, Cursor, or GitHub Copilot at scale that need an evidence-backed", "developer-experience teams who want a Feedforward-and-Feedback harness-engineering reference without re-inventing the" ], "risk_categories": [], "search_text": "better harness qoderai open_source other gold none try_now engineering teams running claude code, codex, qoder, cursor, or github copilot at scale that need an evidence-backed agent work loop report developer-experience teams who want a feedforward-and-feedback harness-engineering reference without re-inventing the model claude code openai codex", "material_mover": false }, { "id": "evt_48e9c1b61e09839552ff", "entity_id": "gh:mudler/localai", "item_url": "/item/mudler-localai/", "title": "mudler/LocalAI", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 48410, "after": 48436, "explanation": "Stars changed: 48410 → 48436.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [ "sensitive" ], "search_text": "mudler/localai mudler open_source inference_runtime inference_runtime gold high try_now ml infrastructure engineers model-serving teams model context protocol api model context protocol", "material_mover": false }, { "id": "evt_4894367588836c74ce3d", "entity_id": "gh:liaohch3/claude-tap", "item_url": "/item/liaohch3-claude-tap/", "title": "liaohch3/claude-tap", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.1.142", "after": "v0.1.143", "explanation": "Version changed: v0.1.142 → v0.1.143.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Developer Tools / AI-Engineering", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "AI builders who want to see the actual HTTP traffic between a coding agent and the model API", "Agent platform engineers debugging regressions in Claude Code, Codex, Gemini, or Cursor" ], "risk_categories": [], "search_text": "liaohch3/claude-tap liaohch3 open_source coding_agent coding_agent gold low try_now ai builders who want to see the actual http traffic between a coding agent and the model api agent platform engineers debugging regressions in claude code, codex, gemini, or cursor claude code openai codex", "material_mover": false }, { "id": "evt_4886ba16f0735ed09aab", "entity_id": "gh:verl-project/uni-agent", "item_url": "/item/verl-project-uni-agent/", "title": "verl-project/uni-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 507, "after": 508, "explanation": "Stars changed: 507 → 508.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Agent Training", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "RL researchers building long-horizon agent training pipelines", "agent-platform teams collecting SFT/RL trajectories from production harnesses" ], "risk_categories": [], "search_text": "verl-project/uni-agent verl-project open_source other gold conditional try_now rl researchers building long-horizon agent training pipelines agent-platform teams collecting sft/rl trajectories from production harnesses", "material_mover": false }, { "id": "evt_486dbb5e13b075365cad", "entity_id": "gh:leigest519/opengame", "item_url": "/item/leigest519-opengame/", "title": "leigest519/OpenGame", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2818, "after": 2827, "explanation": "Stars changed: 2818 → 2827.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Agentic Game", "section": "Apache-2.0 Open Agentic Framework for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "leigest519/opengame leigest519 open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_4867ad23d32f8bf244da", "entity_id": "gh:run-llama/liteparse", "item_url": "/item/run-llama-liteparse/", "title": "run-llama/liteparse", "category": "data_tooling", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "node-v2.11.1", "after": "node-v2.12.0", "explanation": "Version changed: node-v2.11.1 → node-v2.12.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Fast Open-Source Document Parser", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "data engineers", "ML platform teams" ], "risk_categories": [], "search_text": "run-llama/liteparse run-llama open_source data_tooling data_tooling gold low try_now data engineers ml platform teams", "material_mover": false }, { "id": "evt_484387d70b97b298b069", "entity_id": "gh:bpwhelan/gamesentenceminer", "item_url": "/item/bpwhelan-gamesentenceminer/", "title": "bpwhelan/GameSentenceMiner", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2026.7.5-beta.5", "after": "v2026.7.5-beta.12", "explanation": "Version changed: v2026.7.5-beta.5 → v2026.7.5-beta.12.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 6.27, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "bpwhelan/gamesentenceminer bpwhelan open_source other other bronze none watch ai developers technical founders", "material_mover": false }, { "id": "evt_48329fd39bdc98d16354", "entity_id": "gh:deepmyst/mysti", "item_url": "/item/deepmyst-mysti/", "title": "DeepMyst/Mysti", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1117, "after": 1121, "explanation": "Stars changed: 1117 → 1121.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [], "search_text": "deepmyst/mysti deepmyst open_source coding_agent coding_agent silver high watch software engineers developer-tool teams claude code google gemini openai", "material_mover": false }, { "id": "evt_47ec65fb368aca5be77a", "entity_id": "gh:runfusion/fusion", "item_url": "/item/runfusion-fusion/", "title": "Runfusion/Fusion", "category": "agent_framework", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.76.0-beta.1", "after": "v0.76.0", "explanation": "Version changed: v0.76.0-beta.1 → v0.76.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI builders who want to scale an agent fleet across multiple nodes without rewriting the per-agent loop", "Agent platform teams who need a shared runtime for joining new nodes and routing workloads" ], "risk_categories": [], "search_text": "runfusion/fusion runfusion open_source agent_framework agent_framework gold low try_now ai builders who want to scale an agent fleet across multiple nodes without rewriting the per-agent loop agent platform teams who need a shared runtime for joining new nodes and routing workloads", "material_mover": false }, { "id": "evt_47e9fa612d4ac89be803", "entity_id": "gh:deeix-ai/deeix-chat", "item_url": "/item/deeix-ai-deeix-chat/", "title": "DEEIX-AI/DEEIX-Chat", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.3.4", "after": "v0.3.5", "explanation": "Version changed: v0.3.4 → v0.3.5.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Enterprise AI Platform", "section": "Apache-2.0 Open-Source Enterprise AI Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "deeix-ai/deeix-chat deeix-ai open_source other gold low try_now ai developers technical founders self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_47daaeee8651feb7cb87", "entity_id": "gh:rajudandigam/agent-inspect", "item_url": "/item/rajudandigam-agent-inspect/", "title": "rajudandigam/agent-inspect", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "@agent-inspect/openai-agents@6.16.0", "after": "agent-inspect@6.17.1", "explanation": "Version changed: @agent-inspect/openai-agents@6.16.0 → agent-inspect@6.17.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Observability / Evals", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "TypeScript and Node teams debugging agent behavior locally before adopting a hosted observability stack", "Developers iterating on evals who need readable traces instead of raw structured logs" ], "risk_categories": [ "system" ], "search_text": "rajudandigam/agent-inspect rajudandigam open_source other silver low try_now typescript and node teams debugging agent behavior locally before adopting a hosted observability stack developers iterating on evals who need readable traces instead of raw structured logs langchain model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_47d8e3ff902579530a5f", "entity_id": "gh:mitkox/stolen-thoughts", "item_url": "/item/mitkox-stolen-thoughts/", "title": "mitkox/stolen-thoughts", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "v0.2.0", "explanation": "Version changed: not recorded → v0.2.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "research_only", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Research", "section": "Reasoning Trace Security", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI red teams validating reasoning-leak mitigations", "API providers reasoning about CoT exposure and encryption boundaries" ], "risk_categories": [], "search_text": "mitkox/stolen-thoughts mitkox open_source other silver medium research_only ai red teams validating reasoning-leak mitigations api providers reasoning about cot exposure and encryption boundaries", "material_mover": false }, { "id": "evt_47415d46094e1d242241", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.199.20", "after": "v0.200.10", "explanation": "Version changed: v0.199.20 → v0.200.10.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "agent platform engineers", "teams building long-running assistants" ], "risk_categories": [ "sensitive", "system", "provenance" ], "search_text": "signet-ai/signetai signet-ai open_source rag_knowledge rag_knowledge gold conditional watch agent platform engineers teams building long-running assistants self-hosted claude code openai codex", "material_mover": false }, { "id": "evt_471741d960c47343f792", "entity_id": "gh:mininglamp-oss/octo-web", "item_url": "/item/mininglamp-oss-octo-web/", "title": "Mininglamp-OSS/octo-web", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 661, "after": 678, "explanation": "Stars changed: 661 → 678.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers", "self-hosters" ], "risk_categories": [ "system" ], "search_text": "mininglamp-oss/octo-web mininglamp-oss open_source other silver conditional try_now developers self-hosters", "material_mover": false }, { "id": "evt_46efd45ad4e31427722c", "entity_id": "gh:karanb192/hindcast", "item_url": "/item/karanb192-hindcast/", "title": "karanb192/hindcast", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Claude Code Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Claude Code users who want to search their session history", "engineering teams auditing Claude Code usage" ], "risk_categories": [], "search_text": "karanb192/hindcast karanb192 open_source other silver low try_now claude code users who want to search their session history engineering teams auditing claude code usage anthropic claude claude code", "material_mover": false }, { "id": "evt_46d2ea51465a5f4e334f", "entity_id": "gh:deepseek-ai/deepspec", "item_url": "/item/deepseek-ai-deepspec/", "title": "deepseek-ai/DeepSpec", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6931, "after": 6941, "explanation": "Stars changed: 6931 → 6941.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Research Tool", "section": "Model Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "Inference engineers benchmarking draft-model strategies on their own serving stack", "Model teams training small draft models against larger target models" ], "risk_categories": [], "search_text": "deepseek-ai/deepspec deepseek-ai open_source other gold none try_now inference engineers benchmarking draft-model strategies on their own serving stack model teams training small draft models against larger target models", "material_mover": false }, { "id": "evt_467ba0fb76a48fbc0e9f", "entity_id": "gh:microsoft/ai-engineering-coach", "item_url": "/item/microsoft-ai-engineering-coach/", "title": "microsoft/AI-Engineering-Coach", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3480, "after": 3491, "explanation": "Stars changed: 3480 → 3491.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Observability", "section": "MIT AI Coding-Assistant Usage Analyzer for VS", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [ "account" ], "search_text": "microsoft/ai-engineering-coach microsoft open_source coding_agent coding_agent gold conditional try_now software engineers developer-tool teams", "material_mover": false }, { "id": "evt_467abe97c3ba93342fa9", "entity_id": "gh:yeachan-heo/gajae-code", "item_url": "/item/yeachan-heo-gajae-code/", "title": "Yeachan-Heo/gajae-code", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2475, "after": 2486, "explanation": "Stars changed: 2475 → 2486.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Coding Agent Harness", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who want a reviewable harness layered on top of Codex, Claude Code, OpenCode, or Claw Code", "Teams running parallel coding work in tmux sessions and looking for a typed leader/team contract" ], "risk_categories": [], "search_text": "yeachan-heo/gajae-code yeachan-heo open_source other gold conditional try_now developers who want a reviewable harness layered on top of codex, claude code, opencode, or claw code teams running parallel coding work in tmux sessions and looking for a typed leader/team contract", "material_mover": false }, { "id": "evt_4662087ba658d4c5acd3", "entity_id": "gh:e2b-dev/e2b", "item_url": "/item/e2b-dev-e2b/", "title": "e2b-dev/E2B", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 13364, "after": 13384, "explanation": "Stars changed: 13364 → 13384.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.38, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [ "system" ], "search_text": "e2b-dev/e2b e2b-dev open_source agent_framework agent_framework silver none try_now agent builders ai platform engineers openai", "material_mover": false }, { "id": "evt_462bbc9d781794e7102b", "entity_id": "gh:ferdinandobons/brand-docs", "item_url": "/item/ferdinandobons-brand-docs/", "title": "ferdinandobons/brand-docs", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 243, "after": 245, "explanation": "Stars changed: 243 → 245.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Skills", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Ops, RevOps, finance, legal, and product teams who repeatedly re-style AI-generated Word docs, PowerPoint decks, and", "Brand-conscious consulting and agency teams who need a single deterministic engine to keep client templates consistent" ], "risk_categories": [ "system", "impact" ], "search_text": "ferdinandobons/brand-docs ferdinandobons open_source creative_tool creative_tool gold none try_now ops, revops, finance, legal, and product teams who repeatedly re-style ai-generated word docs, powerpoint decks, and excel workbooks into their company's house format brand-conscious consulting and agency teams who need a single deterministic engine to keep cli", "material_mover": false }, { "id": "evt_4623245dfa1f025b0715", "entity_id": "gh:chirpz-ai/pandaprobe", "item_url": "/item/chirpz-ai-pandaprobe/", "title": "chirpz-ai/pandaprobe", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 749, "after": 753, "explanation": "Stars changed: 749 → 753.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Teams tracing LangGraph, CrewAI, Claude Agent SDK, or OpenAI Agents SDK workflows", "Builders who want a self-hostable dashboard for agent metrics and eval results" ], "risk_categories": [], "search_text": "chirpz-ai/pandaprobe chirpz-ai open_source other gold conditional try_now teams tracing langgraph, crewai, claude agent sdk, or openai agents sdk workflows builders who want a self-hostable dashboard for agent metrics and eval results self-hosted", "material_mover": false }, { "id": "evt_46101b27818000352977", "entity_id": "gh:neuml/txtai", "item_url": "/item/neuml-txtai/", "title": "neuml/txtai", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12880, "after": 12887, "explanation": "Stars changed: 12880 → 12887.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool / Service", "section": "AI Agents / Semantic Search and LLM", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "AI application teams who need an Apache-2.0-licensed, open-source all-in-one AI framework for semantic search, LLM", "semantic-search engineers who want a vector+graph+relational backend stack from a single OSS toolkit" ], "risk_categories": [], "search_text": "neuml/txtai neuml open_source rag_knowledge rag_knowledge gold low try_now ai application teams who need an apache-2.0-licensed, open-source all-in-one ai framework for semantic search, llm orchestration, embeddings, and language-model workflows semantic-search engineers who want a vector+graph+relational backend stack from a single oss toolkit", "material_mover": false }, { "id": "evt_45de58457dac7cc197b4", "entity_id": "gh:tencent-hunyuan/hy3", "item_url": "/item/tencent-hunyuan-hy3/", "title": "Tencent-Hunyuan/Hy3", "category": "model", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 597, "after": 599, "explanation": "Stars changed: 597 → 599.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tencent 295B MoE reasoning +", "section": "Model Release / Open-Weight LLM", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "AI researchers, ML researchers, agent developers, AI infrastructure teams, founders, engineering teams, applied", "Agent developers + AI infrastructure teams who need a model with 256K context and 192-expert top-8 MoE activation" ], "risk_categories": [], "search_text": "tencent-hunyuan/hy3 tencent-hunyuan open_source model model gold low try_now ai researchers, ml researchers, agent developers, ai infrastructure teams, founders, engineering teams, applied scientists, ai-curious readers, automation builders, and ai-coding enthusiasts who agent developers + ai infrastructure teams who need a model with 256k context and 192-ex", "material_mover": false }, { "id": "evt_4584e670c1ba5fb2aeb3", "entity_id": "gh:hoangnb24/repository-harness", "item_url": "/item/hoangnb24-repository-harness/", "title": "hoangnb24/repository-harness", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1157, "after": 1158, "explanation": "Stars changed: 1157 → 1158.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Coding", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Engineering teams standardizing how Claude Code, Codex, Cursor, or other coding agents should enter a repo", "Maintainers who want explicit architecture, test, and decision surfaces instead of fragile chat-only guidance" ], "risk_categories": [ "system" ], "search_text": "hoangnb24/repository-harness hoangnb24 open_source coding_agent coding_agent gold medium try_now engineering teams standardizing how claude code, codex, cursor, or other coding agents should enter a repo maintainers who want explicit architecture, test, and decision surfaces instead of fragile chat-only guidance claude code openai codex", "material_mover": false }, { "id": "evt_4572adaa6430f79315aa", "entity_id": "gh:nocobase/nocobase", "item_url": "/item/nocobase-nocobase/", "title": "nocobase/nocobase", "category": "business_workflow", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 23633, "after": 23644, "explanation": "Stars changed: 23633 → 23644.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "business_workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "technical founders", "operations teams" ], "risk_categories": [], "search_text": "nocobase/nocobase nocobase open_source business_workflow business_workflow gold none try_now technical founders operations teams self-hosted", "material_mover": false }, { "id": "evt_456a85d500d7bdf26618", "entity_id": "gh:asymptote-labs/agent-beacon", "item_url": "/item/asymptote-labs-agent-beacon/", "title": "Asymptote-Labs/agent-beacon", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.2.0", "after": "v1.2.1", "explanation": "Version changed: v1.2.0 → v1.2.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Open-source OpenTelemetry GenAI", "section": "MIT open-source telemetry layer for AI agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Security and IT teams that need visibility into AI agent activity across local endpoints, CI jobs, and cloud-agent", "Security operations centers that already run an OpenTelemetry pipeline and want AI agent activity to feed the same SOC" ], "risk_categories": [], "search_text": "asymptote-labs/agent-beacon asymptote-labs open_source other gold low try_now security and it teams that need visibility into ai agent activity across local endpoints, ci jobs, and cloud-agent surfaces security operations centers that already run an opentelemetry pipeline and want ai agent activity to feed the same soc dashboards as the rest of the telemetry", "material_mover": false }, { "id": "evt_456659c7c9182f6c7594", "entity_id": "gh:lobehub/lobehub", "item_url": "/item/lobehub-lobehub/", "title": "lobehub/lobehub", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 81585, "after": 81650, "explanation": "Stars changed: 81585 → 81650.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.43, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "lobehub/lobehub lobehub open_source other gold none try_now ai developers technical founders claude google gemini model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_45604cd193b2a9fbb4fd", "entity_id": "gh:sikamikanikobg/homelab-monitor", "item_url": "/item/sikamikanikobg-homelab-monitor/", "title": "SikamikanikoBG/homelab-monitor", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 179, "after": 181, "explanation": "Stars changed: 179 → 181.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Self-Hosted Homelab + AI-Rig", "section": "MIT Self-Hosted One-Page Homelab + AI-Rig", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "sikamikanikobg/homelab-monitor sikamikanikobg open_source other gold low try_now ai developers technical founders docker self-hosted claude model context protocol ollama model context protocol", "material_mover": false }, { "id": "evt_455907b8b3587dce4610", "entity_id": "gh:bytechefhq/bytechef", "item_url": "/item/bytechefhq-bytechef/", "title": "bytechefhq/bytechef", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.31.1", "after": "v0.31.4", "explanation": "Version changed: v0.31.1 → v0.31.4.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "watch", "score": 7.12, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "bytechefhq/bytechef bytechefhq open_source other silver medium watch ai developers technical founders self-hosted model context protocol zapier api model context protocol", "material_mover": false }, { "id": "evt_4537e71cf746d4fa6c4f", "entity_id": "gh:espressif/esp-claw", "item_url": "/item/espressif-esp-claw/", "title": "espressif/esp-claw", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1972, "after": 1977, "explanation": "Stars changed: 1972 → 1977.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / IoT Edge Agent", "section": "Apache-2.0 Espressif-Published Chat-Coding AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "espressif/esp-claw espressif open_source other silver conditional try_now ai developers technical founders", "material_mover": false }, { "id": "evt_451ef6c5b849debd0c78", "entity_id": "gh:muratcankoylan/agent-skills-for-context-engineering", "item_url": "/item/muratcankoylan-agent-skills-for-context-engineering/", "title": "muratcankoylan/Agent-Skills-for-Context-Engineering", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 17700, "after": 17719, "explanation": "Stars changed: 17700 → 17719.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Agent Skills", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent builders, harness engineers, technical leads, and AI engineering teams who want a portable, open", "AI teams that need an academic-backed reference for static skill architecture and self-improving contexts" ], "risk_categories": [], "search_text": "muratcankoylan/agent-skills-for-context-engineering muratcankoylan open_source other gold none try_now ai agent builders, harness engineers, technical leads, and ai engineering teams who want a portable, open, mit-licensed skills pack that teaches context-engineering principles across any agent ai teams that need an academic-backed reference for static skill", "material_mover": false }, { "id": "evt_45162177ecaf4f9a50b2", "entity_id": "gh:unclecode/crawl4ai", "item_url": "/item/unclecode-crawl4ai/", "title": "unclecode/crawl4ai", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 77933, "after": 78042, "explanation": "Stars changed: 77933 → 78042.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Library / SDK", "section": "Open-Source LLM-Friendly Web Crawler & Scraper", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "unclecode/crawl4ai unclecode open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_450943b5b79514741261", "entity_id": "gh:bergside/design-md-chrome", "item_url": "/item/bergside-design-md-chrome/", "title": "bergside/design-md-chrome", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2643, "after": 2647, "explanation": "Stars changed: 2643 → 2647.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Design Extraction Extension", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Frontend teams extracting visual baselines from existing products before a redesign", "Design engineers turning a reference site into a reusable DESIGN.md system for Claude Code or Codex" ], "risk_categories": [ "account" ], "search_text": "bergside/design-md-chrome bergside open_source other gold none try_now frontend teams extracting visual baselines from existing products before a redesign design engineers turning a reference site into a reusable design.md system for claude code or codex claude google gemini openai codex", "material_mover": false }, { "id": "evt_44af3ba5fd579f8d7fd9", "entity_id": "gh:scisharp/botsharp", "item_url": "/item/scisharp-botsharp/", "title": "SciSharp/BotSharp", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ ".NET / C# enterprise development teams who need a real Apache-2.0 multi-agent AI framework that plugs into the same C#", "teams building production chatbots on Microsoft infrastructure (.NET Core, Azure, Microsoft Bot Framework) who want a" ], "risk_categories": [], "search_text": "scisharp/botsharp scisharp open_source other gold low try_now .net / c# enterprise development teams who need a real apache-2.0 multi-agent ai framework that plugs into the same c# surface they already use for business logic teams building production chatbots on microsoft infrastructure (.net core, azure, microsoft bot framework) who want a multi-agent frame", "material_mover": false }, { "id": "evt_44767597ade6d669f433", "entity_id": "gh:zju-real/clawgui", "item_url": "/item/zju-real-clawgui/", "title": "ZJU-REAL/ClawGUI", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1329, "after": 1331, "explanation": "Stars changed: 1329 → 1331.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "AI tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Training GUI agents end-to-end with online RL on parallel Docker environments and real Android devices", "Evaluating GUI agents across 6 standardized benchmarks with 95.8% reproduction of official results" ], "risk_categories": [], "search_text": "zju-real/clawgui zju-real open_source other gold low try_now training gui agents end-to-end with online rl on parallel docker environments and real android devices evaluating gui agents across 6 standardized benchmarks with 95.8% reproduction of official results", "material_mover": false }, { "id": "evt_445c3e287c3df0c10ad4", "entity_id": "gh:andreisirbu91-lab/mcpspend", "item_url": "/item/andreisirbu91-lab-mcpspend/", "title": "andreisirbu91-lab/MCPSpend", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 98, "after": 99, "explanation": "Stars changed: 98 → 99.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Teams standardizing MCP use across multiple coding assistants", "Agent operators who need to attribute tool costs by project or customer" ], "risk_categories": [], "search_text": "andreisirbu91-lab/mcpspend andreisirbu91-lab open_source other gold conditional try_now teams standardizing mcp use across multiple coding assistants agent operators who need to attribute tool costs by project or customer model context protocol model context protocol", "material_mover": false }, { "id": "evt_4434395abce040938ced", "entity_id": "gh:stacklok/toolhive", "item_url": "/item/stacklok-toolhive/", "title": "stacklok/toolhive", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2008, "after": 2009, "explanation": "Stars changed: 2008 → 2009.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Platform", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "platform teams that need to standardize on MCP across the org with per-request auth and audit logs", "enterprise teams with SaaS-prohibited data that need a self-hostable MCP registry / gateway / runtime" ], "risk_categories": [ "account" ], "search_text": "stacklok/toolhive stacklok open_source other silver none try_now platform teams that need to standardize on mcp across the org with per-request auth and audit logs enterprise teams with saas-prohibited data that need a self-hostable mcp registry / gateway / runtime kubernetes model context protocol model context protocol", "material_mover": false }, { "id": "evt_441b62f1ff21c170bdf2", "entity_id": "gh:ohad6k/ditto", "item_url": "/item/ohad6k-ditto/", "title": "ohad6k/ditto", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 219, "after": 220, "explanation": "Stars changed: 219 → 220.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "ohad6k/ditto ohad6k open_source other silver none try_now ai developers technical founders claude claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_4417b865ab9f5b474c96", "entity_id": "gh:rderaison/bromure", "item_url": "/item/rderaison-bromure/", "title": "rderaison/bromure", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "agentic-coding-v4.5.4", "after": "v4.0.0", "explanation": "Version changed: agentic-coding-v4.5.4 → v4.0.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Security / Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "macOS developers running coding agents", "solo founders using agents on personal machines" ], "risk_categories": [ "sensitive", "system" ], "search_text": "rderaison/bromure rderaison open_source other silver none watch macos developers running coding agents solo founders using agents on personal machines", "material_mover": false }, { "id": "evt_441785b13a30fe394fdc", "entity_id": "gh:genkit-ai/genkit", "item_url": "/item/genkit-ai-genkit/", "title": "genkit-ai/genkit", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6331, "after": 6334, "explanation": "Stars changed: 6331 → 6334.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.5, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "genkit-ai/genkit genkit-ai open_source other silver high watch ai developers technical founders", "material_mover": false }, { "id": "evt_440f8b8413534ce19126", "entity_id": "gh:dosco/graphjin", "item_url": "/item/graphjin-apache-2-0-governed-data-plane-for-ai-agents-one-graphql-mcp-su/", "title": "GraphJin: Apache-2.0 Governed Data Plane for AI Agents (One GraphQL + MCP Surface Connecting 10+ Data Sources with Smart Discovery, Guarded Action, Operational Awareness)", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v3.20.15", "after": "v3.20.17", "explanation": "Version changed: v3.20.15 → v3.20.17.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive", "account" ], "search_text": "graphjin: apache-2.0 governed data plane for ai agents (one graphql + mcp surface connecting 10+ data sources with smart discovery, guarded action, operational awareness) dosco open_source other gold low try_now ai developers technical founders model context protocol mongodb mysql postgresql graphql model context protocol", "material_mover": false }, { "id": "evt_43f1f42f136ee4e2af0a", "entity_id": "gh:google-labs-code/design.md", "item_url": "/item/google-labs-code-design-md/", "title": "google-labs-code/design.md", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 27191, "after": 27215, "explanation": "Stars changed: 27191 → 27215.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Design Format Spec", "section": "Apache-2.0 DESIGN.md Format Spec for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "google-labs-code/design.md google-labs-code open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_43a4d79faa903951c627", "entity_id": "gh:cmagnussen/blitztext-app", "item_url": "/item/cmagnussen-blitztext-app/", "title": "cmagnussen/blitztext-app", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 196, "after": 198, "explanation": "Stars changed: 196 → 198.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 6.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "Local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "macOS users who want a hackable, MIT-licensed menubar dictation app with hotkey-driven speech-to-text and AI rewrite", "Developers studying how a small native macOS Swift AI app wires up hotkeys, transcription, and paste-back workflows" ], "risk_categories": [], "search_text": "cmagnussen/blitztext-app cmagnussen open_source creative_tool creative_tool silver conditional worth_watch macos users who want a hackable, mit-licensed menubar dictation app with hotkey-driven speech-to-text and ai rewrite modes developers studying how a small native macos swift ai app wires up hotkeys, transcription, and paste-back workflows openai", "material_mover": false }, { "id": "evt_43322d956909a0e48aac", "entity_id": "gh:noumena-labs/sipp", "item_url": "/item/sipp/", "title": "Sipp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 106, "after": 107, "explanation": "Stars changed: 106 → 107.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Inference, serving and quantization", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.0, "best_for": [ "frontend teams testing local-first AI features with WebGPU", "developers building GGUF inference workflows that need a cloud fallback" ], "risk_categories": [ "sensitive", "account" ], "search_text": "sipp noumena-labs open_source other inference_runtime silver conditional worth_watch frontend teams testing local-first ai features with webgpu developers building gguf inference workflows that need a cloud fallback", "material_mover": false }, { "id": "evt_431380d6672e45482e8b", "entity_id": "gh:purewhiter/mobilegym", "item_url": "/item/purewhiter-mobilegym/", "title": "Purewhiter/mobilegym", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 755, "after": 758, "explanation": "Stars changed: 755 → 758.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Simulation Platform", "section": "Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Agent-research teams training mobile GUI agents with GRPO or other online RL methods", "Benchmark authors who want a programmable state, not just screenshots, to grade against" ], "risk_categories": [], "search_text": "purewhiter/mobilegym purewhiter open_source other gold conditional try_now agent-research teams training mobile gui agents with grpo or other online rl methods benchmark authors who want a programmable state, not just screenshots, to grade against", "material_mover": false }, { "id": "evt_42897a5b6dbc3dc9b6e0", "entity_id": "gh:pbakaus/impeccable", "item_url": "/item/pbakaus-impeccable/", "title": "pbakaus/impeccable", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Design / Prototyping", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "engineering teams and design-ops teams who use Cursor / Claude Code / Copilot / Gemini CLI / Codex CLI / Grok Build /", "design-system maintainers who need a shared rule pack across every AI tool the team uses without writing per-agent" ], "risk_categories": [], "search_text": "pbakaus/impeccable pbakaus open_source other gold low try_now engineering teams and design-ops teams who use cursor / claude code / copilot / gemini cli / codex cli / grok build / opencode / pi / kiro / trae / rovo dev / qoder / mistral vibe / antigravity to design-system maintainers who need a shared rule pack across every ai tool the team uses without writ", "material_mover": false }, { "id": "evt_427144cd7d18da24479a", "entity_id": "gh:larlarua/autocve", "item_url": "/item/larlarua-autocve/", "title": "larlarua/AutoCVE", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1272, "after": 1273, "explanation": "Stars changed: 1272 → 1273.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "security teams auditing open-source applications", "researchers who want a tighter loop from finding to report" ], "risk_categories": [], "search_text": "larlarua/autocve larlarua open_source security security silver high worth_watch security teams auditing open-source applications researchers who want a tighter loop from finding to report", "material_mover": false }, { "id": "evt_42537f8ffb79fe2ab118", "entity_id": "gh:plannotator/effective-html", "item_url": "/item/plannotator-effective-html/", "title": "plannotator/effective-html", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1637, "after": 1647, "explanation": "Stars changed: 1637 → 1647.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "3 installable HTML skill", "section": "AI Agent Skills / Visual Artefact Generation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "AI-coding power users, agent developers, automation builders, knowledge workers, technical writers, AI-curious", "Engineering teams that want a narrow-scope visual-artefact-generation skills library -- the 3 installable skills (html" ], "risk_categories": [], "search_text": "plannotator/effective-html plannotator open_source creative_tool creative_tool silver low try_now ai-coding power users, agent developers, automation builders, knowledge workers, technical writers, ai-curious readers, and any developer building a visual-artefact-generation workflow with an ai engineering teams that want a narrow-scope visual-artefact-generat", "material_mover": false }, { "id": "evt_424d38b19b7497838928", "entity_id": "gh:intel/auto-round", "item_url": "/item/intel-auto-round/", "title": "intel/auto-round", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Library", "section": "Inference & Serving", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "AI engineering teams and platform teams who need to deploy LLMs / VLMs at 2-4 bit precision on CPU / XPU / CUDA", "inference-platform teams standardizing on vLLM / SGLang / Transformers who want a single quantization path that works" ], "risk_categories": [], "search_text": "intel/auto-round intel open_source other inference_runtime gold low try_now ai engineering teams and platform teams who need to deploy llms / vlms at 2-4 bit precision on cpu / xpu / cuda hardware without losing accuracy inference-platform teams standardizing on vllm / sglang / transformers who want a single quantization path that works across all three with", "material_mover": false }, { "id": "evt_4229ff4af3d8164065a0", "entity_id": "gh:google-gemini/gemini-cli", "item_url": "/item/google-gemini-gemini-cli/", "title": "google-gemini/gemini-cli", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 106489, "after": 106506, "explanation": "Stars changed: 106489 → 106506.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.1, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "developers", "coding-agent users" ], "risk_categories": [ "system", "account" ], "search_text": "google-gemini/gemini-cli google-gemini open_source coding_agent coding_agent gold conditional try_now developers coding-agent users", "material_mover": false }, { "id": "evt_4226ba2a85f689692501", "entity_id": "gh:kirodotdev/kirocrew", "item_url": "/item/kirodotdev-kirocrew/", "title": "kirodotdev/KiroCrew", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2752, "after": 2835, "explanation": "Stars changed: 2752 → 2835.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "engineering teams who want an always-on AI coworker that keeps working between conversations and across surfaces", "builders who want corrections and task failures to become durable lessons that change later behavior" ], "risk_categories": [], "search_text": "kirodotdev/kirocrew kirodotdev open_source other gold conditional try_now engineering teams who want an always-on ai coworker that keeps working between conversations and across surfaces builders who want corrections and task failures to become durable lessons that change later behavior", "material_mover": true }, { "id": "evt_4221c191b3a0f73a79e9", "entity_id": "gh:skyvern-ai/rustwright", "item_url": "/item/skyvern-ai-rustwright/", "title": "Skyvern-AI/rustwright", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 844, "after": 846, "explanation": "Stars changed: 844 → 846.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Browser Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.1, "best_for": [ "developers who already know Playwright and want a lower-overhead engine", "teams testing Chromium-only workflows" ], "risk_categories": [], "search_text": "skyvern-ai/rustwright skyvern-ai open_source other gold conditional try_now developers who already know playwright and want a lower-overhead engine teams testing chromium-only workflows", "material_mover": false }, { "id": "evt_41d863c60b62eccf995b", "entity_id": "gh:oraios/serena", "item_url": "/item/oraios-serena/", "title": "oraios/serena", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 27926, "after": 27965, "explanation": "Stars changed: 27926 → 27965.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool / MCP", "section": "AI Coding / MCP", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI coding users", "software teams with large codebases" ], "risk_categories": [], "search_text": "oraios/serena oraios open_source coding_agent coding_agent gold conditional try_now ai coding users software teams with large codebases claude claude code openai codex", "material_mover": false }, { "id": "evt_41b33ba6f87cc9186b87", "entity_id": "gh:sybil-solutions/local-studio", "item_url": "/item/sybil-solutions-local-studio/", "title": "sybil-solutions/local-studio", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1663, "after": 1694, "explanation": "Stars changed: 1663 → 1694.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Local Inference / Runtime", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "builders running local LLMs on Apple Silicon or multi-GPU Linux workstations who want a single workstation to manage", "teams that need a private-mobile surface for the same backend (Tailscale Serve + KittyLitter) without exposing it to" ], "risk_categories": [ "system" ], "search_text": "sybil-solutions/local-studio sybil-solutions open_source other gold none try_now builders running local llms on apple silicon or multi-gpu linux workstations who want a single workstation to manage vllm/sglang/llama.cpp/mlx backends teams that need a private-mobile surface for the same backend (tailscale serve + kittylitter) without exposing it to the public", "material_mover": false }, { "id": "evt_417ebab5792393dbd8c3", "entity_id": "gh:nvidia-nemo/automodel", "item_url": "/item/nvidia-nemo-automodel/", "title": "NVIDIA-NeMo/Automodel", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 811, "after": 819, "explanation": "Stars changed: 811 → 819.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Training", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "ML engineers fine-tuning open-weights LLMs and VLMs on multi-GPU clusters", "applied research teams that need a working distributed training recipe without writing one" ], "risk_categories": [], "search_text": "nvidia-nemo/automodel nvidia-nemo open_source other gold conditional try_now ml engineers fine-tuning open-weights llms and vlms on multi-gpu clusters applied research teams that need a working distributed training recipe without writing one openai", "material_mover": false }, { "id": "evt_417d98bc85c40e50d30b", "entity_id": "gh:ciscodevnet/foundry-security-spec", "item_url": "/item/ciscodevnet-foundry-security-spec/", "title": "CiscoDevNet/foundry-security-spec", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 208, "after": 209, "explanation": "Stars changed: 208 → 209.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "track", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "AI Security", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Security teams designing internal agent evaluation programs", "Platform teams who need a stronger blueprint than ad-hoc benchmark scripts" ], "risk_categories": [], "search_text": "ciscodevnet/foundry-security-spec ciscodevnet open_source security security silver none track security teams designing internal agent evaluation programs platform teams who need a stronger blueprint than ad-hoc benchmark scripts", "material_mover": false }, { "id": "evt_417bdc350e4d2d35727b", "entity_id": "gh:kong/kong", "item_url": "/item/kong-kong/", "title": "Kong/kong", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 43969, "after": 43975, "explanation": "Stars changed: 43969 → 43975.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "AI gateways", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.8, "best_for": [ "platform teams standardizing how apps reach model providers and MCP servers", "teams that already trust Kong-style gateway operations and want an AI-aware extension of that control plane" ], "risk_categories": [], "search_text": "kong/kong kong open_source other gold conditional try_now platform teams standardizing how apps reach model providers and mcp servers teams that already trust kong-style gateway operations and want an ai-aware extension of that control plane kubernetes serverless model context protocol model context protocol", "material_mover": false }, { "id": "evt_416abb8449eca9bc2e9a", "entity_id": "gh:roandejager/hillock", "item_url": "/item/hillock-local-brain-inspired-ai-memory-using-sqlite-and-hdc/", "title": "Hillock – Local, brain-inspired AI memory using SQLite and HDC", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7, "after": 14, "explanation": "Stars changed: 7 → 14.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 5.76, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Other", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "hillock – local, brain-inspired ai memory using sqlite and hdc roandejager open_source other other bronze none watch ai developers technical founders ollama", "material_mover": false }, { "id": "evt_4153155fb75ead5c67c5", "entity_id": "gh:github/gh-aw", "item_url": "/item/github-gh-aw-github-agentic-workflows/", "title": "github/gh-aw (GitHub Agentic Workflows)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4917, "after": 4925, "explanation": "Stars changed: 4917 → 4925.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "GitHub-heavy engineering teams", "DevOps teams" ], "risk_categories": [], "search_text": "github/gh-aw (github agentic workflows) github open_source other gold conditional try_now github-heavy engineering teams devops teams claude code github actions openai codex", "material_mover": false }, { "id": "evt_414477d6f00c7a70f4fe", "entity_id": "gh:allenai/olmocr", "item_url": "/item/allenai-olmocr/", "title": "allenai/olmocr", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 19299, "after": 19306, "explanation": "Stars changed: 19299 → 19306.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Document AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "RAG and document-ingestion teams that need cleaner source text before indexing", "Researchers building OCR datasets, benchmarks, or document-heavy training corpora" ], "risk_categories": [], "search_text": "allenai/olmocr allenai open_source data_tooling data_tooling gold conditional try_now rag and document-ingestion teams that need cleaner source text before indexing researchers building ocr datasets, benchmarks, or document-heavy training corpora", "material_mover": false }, { "id": "evt_4143189bb05d8e238894", "entity_id": "gh:alibaba/zvec", "item_url": "/item/alibaba-zvec/", "title": "alibaba/zvec", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 15431, "after": 15437, "explanation": "Stars changed: 15431 → 15437.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "Vector Databases", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "developers building local-first RAG or agent-memory apps who do not want to run a separate vector server", "teams that want dense + sparse + full-text + scalar-filter queries in one library instead of stitching FAISS + a" ], "risk_categories": [], "search_text": "alibaba/zvec alibaba open_source rag_knowledge rag_knowledge gold none try_now developers building local-first rag or agent-memory apps who do not want to run a separate vector server teams that want dense + sparse + full-text + scalar-filter queries in one library instead of stitching faiss + a search engine", "material_mover": false }, { "id": "evt_40ea65bbcb19716da659", "entity_id": "gh:cactus-compute/needle", "item_url": "/item/cactus-compute-needle/", "title": "cactus-compute/needle", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4055, "after": 4850, "explanation": "Stars changed: 4055 → 4850.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model", "section": "On-Device Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "edge-AI developers who need a real agentic model for ESP32-S3 / Raspberry Pi 5 / sub-$200 phones", "smart-home and robotics teams evaluating on-device tool-calling models" ], "risk_categories": [], "search_text": "cactus-compute/needle cactus-compute open_source other gold conditional try_now edge-ai developers who need a real agentic model for esp32-s3 / raspberry pi 5 / sub-$200 phones smart-home and robotics teams evaluating on-device tool-calling models google gemini", "material_mover": true }, { "id": "evt_40d75f0976d43fb7a404", "entity_id": "gh:nv-tlabs/kimodo", "item_url": "/item/nv-tlabs-kimodo/", "title": "nv-tlabs/kimodo", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3171, "after": 3180, "explanation": "Stars changed: 3171 → 3180.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "nv-tlabs/kimodo nv-tlabs open_source other gold conditional try_now ai developers technical founders", "material_mover": false }, { "id": "evt_40c4f7329acac865c586", "entity_id": "gh:anthropics/financial-services", "item_url": "/item/anthropics-financial-services/", "title": "anthropics/financial-services", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 34200, "after": 34238, "explanation": "Stars changed: 34200 → 34238.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "impact" ], "search_text": "anthropics/financial-services anthropics open_source other gold none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_40a03503abe17e9044fb", "entity_id": "gh:chiennv2000/orthrus", "item_url": "/item/chiennv2000-orthrus/", "title": "chiennv2000/orthrus", "category": "model", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "maintained", "after": "active", "explanation": "Maintenance changed: maintained → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Research / Inference", "section": "MIT Dual-View Diffusion + Autoregressive", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "model evaluators", "AI application builders" ], "risk_categories": [ "account" ], "search_text": "chiennv2000/orthrus chiennv2000 open_source model model gold low try_now model evaluators ai application builders", "material_mover": false }, { "id": "evt_409adb4ae1583da620f6", "entity_id": "gh:mathomhaus/guild", "item_url": "/item/mathomhaus-guild/", "title": "mathomhaus/guild", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 311, "after": 312, "explanation": "Stars changed: 311 → 312.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Agent Memory", "section": "Apache-2.0 Go MCP Server for Shared Context", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "mathomhaus/guild mathomhaus open_source other silver low try_now ai developers technical founders claude claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_409a079f155ac4fb2eac", "entity_id": "gh:evokoa/pggraph", "item_url": "/item/evokoa-pggraph/", "title": "Evokoa/pgGraph", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 971, "after": 976, "explanation": "Stars changed: 971 → 976.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "evokoa/pggraph evokoa open_source other gold none try_now ai developers technical founders postgresql", "material_mover": false }, { "id": "evt_406d2ef94e3062a14b99", "entity_id": "gh:thelunarcompany/lunar", "item_url": "/item/thelunarcompany-lunar/", "title": "TheLunarCompany/lunar", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 481, "after": 482, "explanation": "Stars changed: 481 → 482.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / MCP", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI platform engineers who need a single gateway to govern and observe every MCP server an organization exposes to agents", "agent operators who run multi-vendor agent stacks and want per-tool quotas, audit logs, and a single revocation point" ], "risk_categories": [], "search_text": "thelunarcompany/lunar thelunarcompany open_source other gold medium try_now ai platform engineers who need a single gateway to govern and observe every mcp server an organization exposes to agents agent operators who run multi-vendor agent stacks and want per-tool quotas, audit logs, and a single revocation point model context protocol model context protocol", "material_mover": false }, { "id": "evt_405212f7e9935af53e05", "entity_id": "gh:docker/docker-agent", "item_url": "/item/docker-docker-agent/", "title": "docker/docker-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3246, "after": 3248, "explanation": "Stars changed: 3246 → 3248.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Platform", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "platform teams that want declarative YAML agents instead of code-first (LangChain / AutoGen) or low-code UI (Dify / n8n)", "Docker-native teams that want to ship agents via OCI registries with the same supply-chain guarantees as containers" ], "risk_categories": [], "search_text": "docker/docker-agent docker open_source other gold none try_now platform teams that want declarative yaml agents instead of code-first (langchain / autogen) or low-code ui (dify / n8n) docker-native teams that want to ship agents via oci registries with the same supply-chain guarantees as containers", "material_mover": false }, { "id": "evt_40419f87c52afaf82a94", "entity_id": "gh:chrisryugj/kordoc", "item_url": "/item/chrisryugj-kordoc/", "title": "chrisryugj/kordoc", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v4.7.2", "after": "v4.7.3", "explanation": "Version changed: v4.7.2 → v4.7.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 6.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "MIT CLI and MCP server for Korean office", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "teams handling HWP and HWPX documents in automated pipelines", "developers who need document parsing plus form fill or diff workflows" ], "risk_categories": [], "search_text": "chrisryugj/kordoc chrisryugj open_source other silver conditional worth_watch teams handling hwp and hwpx documents in automated pipelines developers who need document parsing plus form fill or diff workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_403e1bf9c57e20749ac5", "entity_id": "gh:matevip/mateclaw", "item_url": "/item/mateclaw/", "title": "MateClaw", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 957, "after": 975, "explanation": "Stars changed: 957 → 975.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Java teams exploring production agent systems", "builders needing memory-backed multi-agent loops" ], "risk_categories": [], "search_text": "mateclaw matevip open_source agent_framework agent_framework silver conditional watch java teams exploring production agent systems builders needing memory-backed multi-agent loops", "material_mover": false }, { "id": "evt_402ee6cf23ddd48411d7", "entity_id": "gh:rllm-org/rllm", "item_url": "/item/rllm-org-rllm/", "title": "rllm-org/rllm", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5783, "after": 5785, "explanation": "Stars changed: 5783 → 5785.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / RL Training", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI researchers who want to apply RL to real LLM agent workflows without writing a custom training loop", "RL engineers who need tool-use and multi-turn rollouts handled by a small Python API" ], "risk_categories": [ "system" ], "search_text": "rllm-org/rllm rllm-org open_source other gold low try_now ai researchers who want to apply rl to real llm agent workflows without writing a custom training loop rl engineers who need tool-use and multi-turn rollouts handled by a small python api", "material_mover": false }, { "id": "evt_40244246031ce8d0029e", "entity_id": "gh:ekkolearnai/hermes-studio", "item_url": "/item/ekkolearnai-hermes-studio/", "title": "EKKOLearnAI/hermes-studio", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.6.40", "after": "v0.6.42", "explanation": "Version changed: v0.6.40 → v0.6.42.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "worth_watch", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Dashboard", "section": "Agent Ops", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Hermes Agent users who want a desktop and web control surface for scheduled jobs and profile management", "Operators comparing terminal-first agent setups against a more visual local console" ], "risk_categories": [ "system" ], "search_text": "ekkolearnai/hermes-studio ekkolearnai open_source other gold conditional worth_watch hermes agent users who want a desktop and web control surface for scheduled jobs and profile management operators comparing terminal-first agent setups against a more visual local console self-hosted", "material_mover": false }, { "id": "evt_3ff9800396abe4388da6", "entity_id": "gh:xuzhougeng/wispterm", "item_url": "/item/xuzhougeng-wispterm/", "title": "xuzhougeng/wispterm", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.35.1", "after": "v1.35.2", "explanation": "Version changed: v1.35.1 → v1.35.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Terminal Workspaces", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Developers who spend most of their time in terminals and remote sessions", "Coding-agent users who want agent tabs inside a broader terminal workspace" ], "risk_categories": [ "system" ], "search_text": "xuzhougeng/wispterm xuzhougeng open_source other gold medium try_now developers who spend most of their time in terminals and remote sessions coding-agent users who want agent tabs inside a broader terminal workspace", "material_mover": false }, { "id": "evt_3f6bb26a7a7543c027f3", "entity_id": "gh:simular-ai/agent-s", "item_url": "/item/simular-ai-agent-s/", "title": "simular-ai/Agent-S", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12150, "after": 12152, "explanation": "Stars changed: 12150 → 12152.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Computer use agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 4.8, "best_for": [ "researchers comparing computer-use agents on real desktop tasks", "developers evaluating GUI automation stacks with published implementation details" ], "risk_categories": [], "search_text": "simular-ai/agent-s simular-ai open_source other silver high worth_watch researchers comparing computer-use agents on real desktop tasks developers evaluating gui automation stacks with published implementation details", "material_mover": false }, { "id": "evt_3f5bf8ce03f9d767c3b0", "entity_id": "gh:nodetool-ai/nodetool", "item_url": "/item/nodetool-ai-nodetool/", "title": "nodetool-ai/nodetool", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.7.1-nightly.20260809.730", "after": "v0.7.1-nightly.20260813.734", "explanation": "Version changed: v0.7.1-nightly.20260809.730 → v0.7.1-nightly.20260813.734.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 6.13, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "nodetool-ai/nodetool nodetool-ai open_source other other bronze none watch ai developers technical founders anthropic google gemini groq hugging face ollama openai vllm", "material_mover": false }, { "id": "evt_3f25be09046fed6bcb75", "entity_id": "gh:musistudio/claude-code-router", "item_url": "/item/musistudio-claude-code-router/", "title": "musistudio/claude-code-router", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 36607, "after": 36632, "explanation": "Stars changed: 36607 → 36632.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "LLM routing", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 7.2, "best_for": [ "developers juggling multiple coding-agent clients and model providers", "teams that want one local routing layer before standardizing agent access" ], "risk_categories": [ "sensitive", "account" ], "search_text": "musistudio/claude-code-router musistudio open_source other gold conditional try_now developers juggling multiple coding-agent clients and model providers teams that want one local routing layer before standardizing agent access", "material_mover": false }, { "id": "evt_3f0bdbb2c6e8320072da", "entity_id": "gh:cometline/cometline", "item_url": "/item/cometline-cometline/", "title": "Cometline/cometline", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.1.35", "after": "v1.1.36", "explanation": "Version changed: v1.1.35 → v1.1.36.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Desktop AI / Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers", "power users" ], "risk_categories": [ "sensitive" ], "search_text": "cometline/cometline cometline open_source other silver conditional watch developers power users", "material_mover": false }, { "id": "evt_3f0ade94bf0d8c413eb0", "entity_id": "gh:skalesapp/skales", "item_url": "/item/skalesapp-skales/", "title": "skalesapp/skales", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1627, "after": 1632, "explanation": "Stars changed: 1627 → 1632.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "skalesapp/skales skalesapp open_source other silver high watch ai developers technical founders model context protocol ollama model context protocol", "material_mover": false }, { "id": "evt_3ecd6f8b4379a1e8e0de", "entity_id": "gh:chaxiu/munk-ai", "item_url": "/item/chaxiu-munk-ai/", "title": "chaxiu/munk-ai", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 995, "after": 1007, "explanation": "Stars changed: 995 → 1007.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local-first self-improving AI", "section": "Apache-2.0 local-first self-improving AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "QA / test engineers and coding agents who want a local-first AI testing engine that turns natural-language intent into", "Teams adopting Trae (or any coding agent that produces UI changes) who need a feedback loop where the agent's edit is" ], "risk_categories": [], "search_text": "chaxiu/munk-ai chaxiu open_source coding_agent coding_agent gold conditional try_now qa / test engineers and coding agents who want a local-first ai testing engine that turns natural-language intent into product-level validation across android, ios, and web without hand-rolling teams adopting trae (or any coding agent that produces ui changes) who need a fee", "material_mover": false }, { "id": "evt_3eb6a2d719612604d41d", "entity_id": "gh:opendatalab/mineru", "item_url": "/item/opendatalab-mineru/", "title": "opendatalab/MinerU", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 77456, "after": 77549, "explanation": "Stars changed: 77456 → 77549.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "High-accuracy PDF / Office", "section": "Apache-2.0", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI engineering teams that need a high-accuracy PDF / Office document parser to feed RAG pipelines, agent memory", "AI product builders who want one MCP server for document parsing instead of separate PDF, DOCX, and PPTX integrations" ], "risk_categories": [], "search_text": "opendatalab/mineru opendatalab open_source other gold conditional try_now ai engineering teams that need a high-accuracy pdf / office document parser to feed rag pipelines, agent memory layers, or llm context windows: mineru is the apache-2.0 (with a commercial-use ai product builders who want one mcp server for document parsing instead of separate pdf, docx", "material_mover": false }, { "id": "evt_3ea8f640c18acf387c5e", "entity_id": "gh:ifixai-ai/ifixai", "item_url": "/item/ifixai-ai-ifixai/", "title": "ifixai-ai/iFixAi", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8346, "after": 8510, "explanation": "Stars changed: 8346 → 8510.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 diagnostic for AI", "section": "ifixai-ai/iFixAi is the Apache-2.0 diagnostic", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "**AI agent operators who need an auditable misalignment diagnostic** — iFixAi runs 45 inspections across fabrication", "**CI / pre-deploy gates** — the CLI (`ifixai run --provider anthropic`) is scriptable, the SUT-vs-Judge pairing is" ], "risk_categories": [], "search_text": "ifixai-ai/ifixai ifixai-ai open_source other gold none try_now **ai agent operators who need an auditable misalignment diagnostic** — ifixai runs 45 inspections across fabrication, manipulation, deception, unpredictability, opacity, sabotage, sandbagging **ci / pre-deploy gates** — the cli (`ifixai run --provider anthropic`) is scriptable, the sut-vs-jud", "material_mover": false }, { "id": "evt_3e760937167494f68e28", "entity_id": "gh:kyegomez/openmythos", "item_url": "/item/kyegomez-openmythos/", "title": "kyegomez/OpenMythos", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14796, "after": 14793, "explanation": "Stars changed: 14796 → 14793.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "worth_watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Recurrent-Depth Transformer", "section": "AI Research / Model Architecture", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI researchers, ML researchers, deep learning engineers, AI-curious readers, technical writers, and any developer", "AI research teams exploring Recurrent-Depth Transformer architectures for compute-adaptive inference -- the Prelude +" ], "risk_categories": [], "search_text": "kyegomez/openmythos kyegomez open_source other silver low worth_watch ai researchers, ml researchers, deep learning engineers, ai-curious readers, technical writers, and any developer exploring compute-adaptive, depth-variable reasoning architectures -- and who can ai research teams exploring recurrent-depth transformer architectures for compute-adaptive inf", "material_mover": false }, { "id": "evt_3e729d00f4b4e68fdf45", "entity_id": "gh:crmne/ruby_llm", "item_url": "/item/crmne-ruby-llm/", "title": "crmne/ruby_llm", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4294, "after": 4296, "explanation": "Stars changed: 4294 → 4296.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Library", "section": "Developer Tools", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Ruby and Rails teams that want first-class LLM support without a Python microservice", "Rails apps adding chat, agents, RAG, or multimodal analysis to an existing monolith" ], "risk_categories": [], "search_text": "crmne/ruby_llm crmne open_source other silver none try_now ruby and rails teams that want first-class llm support without a python microservice rails apps adding chat, agents, rag, or multimodal analysis to an existing monolith anthropic claude google gemini ollama openai", "material_mover": false }, { "id": "evt_3e5110cb46c0f71d6983", "entity_id": "gh:mastra-ai/mastra", "item_url": "/item/mastra-ai-mastra/", "title": "mastra-ai/mastra", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 27137, "after": 27180, "explanation": "Stars changed: 27137 → 27180.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.38, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "mastra-ai/mastra mastra-ai open_source other silver none try_now ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_3e015eeefccd26909832", "entity_id": "gh:maziyarpanahi/openmed", "item_url": "/item/maziyarpanahi-openmed/", "title": "maziyarpanahi/openmed", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4974, "after": 4982, "explanation": "Stars changed: 4974 → 4982.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "health-tech developers", "privacy engineers" ], "risk_categories": [ "sensitive", "impact" ], "search_text": "maziyarpanahi/openmed maziyarpanahi open_source other silver medium watch health-tech developers privacy engineers", "material_mover": false }, { "id": "evt_3dc8f579c4183b6971f8", "entity_id": "gh:shaynep/local-voice-ai", "item_url": "/item/local-voice-ai-real-time-voice-ai-in-one-container-stt-llm-tts/", "title": "Local Voice AI: Real-Time Voice AI in One Container (STT + LLM + TTS)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 593, "after": 638, "explanation": "Stars changed: 593 → 638.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Local voice AI users + real-time voice AI users + privacy-conscious voice users + LiveKit-Agents users + local LLM +", "Local voice AI users + install-friction users that want the one-container (the entire stack runs in a single Docker" ], "risk_categories": [ "sensitive" ], "search_text": "local voice ai: real-time voice ai in one container (stt + llm + tts) shaynep open_source other silver low try_now local voice ai users + real-time voice ai users + privacy-conscious voice users + livekit-agents users + local llm + stt + tts users + ai-curious readers tracking the local-voice-ai space + local voice ai users + install-friction users that want", "material_mover": true }, { "id": "evt_3dba595ded7080a9187f", "entity_id": "gh:vellum-ai/vellum-assistant", "item_url": "/item/vellum-assistant-mit-open-source-24-7-ai-assistant-platform-ts-bun-vite/", "title": "Vellum Assistant: MIT Open-Source 24/7 AI Assistant Platform (TS/Bun + Vite/React + Agent Skills, Better-SQLite3)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1047, "after": 1056, "explanation": "Stars changed: 1047 → 1056.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Power users wanting a self-hosted MIT AI assistant that runs 24/7 and learns preferences + developers wanting a", "AI assistant users + decoupled-backend-frontend-runtime users that want the decoupled TS / Bun backend (`backend/`" ], "risk_categories": [], "search_text": "vellum assistant: mit open-source 24/7 ai assistant platform (ts/bun + vite/react + agent skills, better-sqlite3) vellum-ai open_source other gold low try_now power users wanting a self-hosted mit ai assistant that runs 24/7 and learns preferences + developers wanting a decoupled-frontend multi-surface ai platform (express backend + vite + react frontend ai", "material_mover": false }, { "id": "evt_3da37d7a1d68e63d1890", "entity_id": "gh:modelcontextprotocol/inspector", "item_url": "/item/modelcontextprotocol-inspector/", "title": "modelcontextprotocol/inspector", "category": "mcp_infrastructure", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10653, "after": 10661, "explanation": "Stars changed: 10653 → 10661.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "MCP tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Developers testing local MCP servers before adding them to an AI client", "Tool authors checking prompt, resource, and tool schemas with custom inputs" ], "risk_categories": [], "search_text": "modelcontextprotocol/inspector modelcontextprotocol open_source mcp_infrastructure mcp_infrastructure gold conditional try_now developers testing local mcp servers before adding them to an ai client tool authors checking prompt, resource, and tool schemas with custom inputs model context protocol model context protocol", "material_mover": false }, { "id": "evt_3d89c4221b4aa7e78f70", "entity_id": "gh:ddalcu/mlx-serve", "item_url": "/item/ddalcu-mlx-serve/", "title": "ddalcu/mlx-serve", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 589, "after": 595, "explanation": "Stars changed: 589 → 595.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Mac developers", "local AI users" ], "risk_categories": [], "search_text": "ddalcu/mlx-serve ddalcu open_source inference_runtime inference_runtime gold conditional try_now mac developers local ai users claude code", "material_mover": false }, { "id": "evt_3d77430205ed25257091", "entity_id": "gh:nrslib/takt", "item_url": "/item/nrslib-takt/", "title": "nrslib/takt", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1283, "after": 1284, "explanation": "Stars changed: 1283 → 1284.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Frameworks / Scaffolding", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "agent framework authors", "compliance-aware teams that need a readable audit log" ], "risk_categories": [ "sensitive" ], "search_text": "nrslib/takt nrslib open_source agent_framework agent_framework gold none try_now agent framework authors compliance-aware teams that need a readable audit log claude code openai codex", "material_mover": false }, { "id": "evt_3d5134330d596a37b00f", "entity_id": "gh:microsoft/skillopt", "item_url": "/item/microsoft-skillopt/", "title": "microsoft/SkillOpt", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 15938, "after": 15992, "explanation": "Stars changed: 15938 → 15992.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI platform teams", "agent framework builders" ], "risk_categories": [], "search_text": "microsoft/skillopt microsoft open_source other gold conditional try_now ai platform teams agent framework builders", "material_mover": false }, { "id": "evt_3d312283b85fbca17699", "entity_id": "gh:sharpai/deepcamera", "item_url": "/item/sharpai-deepcamera/", "title": "SharpAI/DeepCamera", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2984, "after": 2991, "explanation": "Stars changed: 2984 → 2991.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 6.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Platform / SDK", "section": "Open-Source AI Camera Skills Platform with", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "sharpai/deepcamera sharpai open_source other silver medium try_now ai developers technical founders", "material_mover": false }, { "id": "evt_3d2576949511b1198eba", "entity_id": "gh:pydantic/pydantic-ai", "item_url": "/item/pydantic-pydantic-ai/", "title": "pydantic/pydantic-ai", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 19247, "after": 19273, "explanation": "Stars changed: 19247 → 19273.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Agent Framework", "section": "AI Agents / Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI engineers who want a type-safe, model-agnostic Python agent framework with first-class structured outputs", "backend developers building production LLM services who already trust Pydantic for the rest of the stack" ], "risk_categories": [], "search_text": "pydantic/pydantic-ai pydantic open_source other gold low try_now ai engineers who want a type-safe, model-agnostic python agent framework with first-class structured outputs backend developers building production llm services who already trust pydantic for the rest of the stack", "material_mover": false }, { "id": "evt_3d1d03fc61ef51797761", "entity_id": "gh:fu351/doberman-core", "item_url": "/item/fu351-doberman-core/", "title": "Fu351/Doberman-Core", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 203, "after": 206, "explanation": "Stars changed: 203 → 206.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 AI agent security", "section": "Fu351/Doberman-Core is the Apache-2.0 Doberman", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "**AI agent platform engineers running Claude Code / Cursor / Codex / Copilot agents on shared infrastructure** —", "**Security-conscious teams running agent workloads in production** — the SHA-256-traceable audit log, the mode dial" ], "risk_categories": [], "search_text": "fu351/doberman-core fu351 open_source security security silver conditional try_now **ai agent platform engineers running claude code / cursor / codex / copilot agents on shared infrastructure** — doberman is the on-the-execution-path mcp proxy that intercepts every tool call and **security-conscious teams running agent workloads in production** — the sha", "material_mover": false }, { "id": "evt_3d049b516fa5fc096f3e", "entity_id": "gh:wshobson/agents", "item_url": "/item/wshobson-agents/", "title": "wshobson/agents", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 38743, "after": 38773, "explanation": "Stars changed: 38743 → 38773.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Plugin Marketplace", "section": "Multi-Harness Agentic Plugin Marketplace", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "wshobson/agents wshobson open_source other gold low try_now ai developers technical founders anthropic claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_3ce0581913ebca722231", "entity_id": "gh:github/spec-kit", "item_url": "/item/spec-kit-github-s-official-spec-driven-development-toolkit-define-the-wh/", "title": "Spec Kit: GitHub's Official Spec-Driven Development Toolkit (Define the What Before the How)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 126402, "after": 127268, "explanation": "Stars changed: 126402 → 127268.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Software engineers using AI coding agents + spec-driven development (SDD) practitioners + AI-curious readers tracking", "Software engineers + spec-ergonomics users that want the spec-first (the consumer writes the spec first, then the AI" ], "risk_categories": [], "search_text": "spec kit: github's official spec-driven development toolkit (define the what before the how) github open_source other gold low try_now software engineers using ai coding agents + spec-driven development (sdd) practitioners + ai-curious readers tracking the ai-coding space + engineering teams wiring an ai coding agent to a software engineers + spec-ergonomics", "material_mover": false }, { "id": "evt_3cdcf30583ea8c637281", "entity_id": "gh:advai-x/advai-cli", "item_url": "/item/advai-x-advai-cli/", "title": "Advai-X/advai-cli", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 345, "after": 347, "explanation": "Stars changed: 345 → 347.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer CLI", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who maintain multiple coding-agent runtimes", "Teams standardizing reusable skill installs across local environments" ], "risk_categories": [ "system" ], "search_text": "advai-x/advai-cli advai-x open_source other silver conditional try_now developers who maintain multiple coding-agent runtimes teams standardizing reusable skill installs across local environments", "material_mover": false }, { "id": "evt_3cc2632281188a2e5a1a", "entity_id": "gh:always-further/nono", "item_url": "/item/always-further-nono/", "title": "always-further/nono", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3633, "after": 3644, "explanation": "Stars changed: 3633 → 3644.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "engineering teams that want to run coding agents on developer machines with a least-privilege story they can explain", "DevSecOps leads standardizing on agent isolation across CI and local dev environments" ], "risk_categories": [ "system" ], "search_text": "always-further/nono always-further open_source other silver none try_now engineering teams that want to run coding agents on developer machines with a least-privilege story they can explain to security devsecops leads standardizing on agent isolation across ci and local dev environments model context protocol model context protocol", "material_mover": false }, { "id": "evt_3c79800d4faa98ae6c7d", "entity_id": "gh:artokun/comfyui-mcp", "item_url": "/item/artokun-comfyui-mcp/", "title": "artokun/comfyui-mcp", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.51.16", "after": "v0.51.37", "explanation": "Version changed: v0.51.16 → v0.51.37.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "ComfyUI power users who want their Claude session to author and run workflows", "image and video generation teams who want a single MCP endpoint for Flux, WAN, LTX, Qwen, etc." ], "risk_categories": [], "search_text": "artokun/comfyui-mcp artokun open_source other silver none try_now comfyui power users who want their claude session to author and run workflows image and video generation teams who want a single mcp endpoint for flux, wan, ltx, qwen, etc. self-hosted claude code model context protocol ollama model context protocol", "material_mover": false }, { "id": "evt_3c783ae3fd4cbee08171", "entity_id": "gh:mrslimslim/gpt-image-canvas", "item_url": "/item/mrslimslim-gpt-image-canvas/", "title": "mrslimslim/gpt-image-canvas", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 718, "after": 720, "explanation": "Stars changed: 718 → 720.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Imaging", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Designers and creators who want a persistent local workspace for image-generation projects", "Developers building around GPT-image-2 or OpenAI-compatible image APIs" ], "risk_categories": [], "search_text": "mrslimslim/gpt-image-canvas mrslimslim open_source creative_tool creative_tool gold medium try_now designers and creators who want a persistent local workspace for image-generation projects developers building around gpt-image-2 or openai-compatible image apis", "material_mover": false }, { "id": "evt_3c7244a3c75c28cd3923", "entity_id": "gh:melandlabs/openloomi", "item_url": "/item/melandlabs-openloomi/", "title": "melandlabs/openloomi", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1010, "after": 1011, "explanation": "Stars changed: 1010 → 1011.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 5.33, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "melandlabs/openloomi melandlabs open_source other other bronze none watch ai developers technical founders model context protocol slack telegram whatsapp model context protocol", "material_mover": false }, { "id": "evt_3c563064b0df1f3111ce", "entity_id": "gh:openhands/openhands", "item_url": "/item/openhands-openhands/", "title": "OpenHands/OpenHands", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 83811, "after": 83932, "explanation": "Stars changed: 83811 → 83932.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "developers who want faster coding loops", "teams evaluating coding agents before full agent infrastructure" ], "risk_categories": [], "search_text": "openhands/openhands openhands open_source coding_agent coding_agent gold conditional try_now developers who want faster coding loops teams evaluating coding agents before full agent infrastructure openai", "material_mover": false }, { "id": "evt_3c3d26795ca8ce88424b", "entity_id": "gh:langchain-ai/langgraph", "item_url": "/item/langchain-ai-langgraph/", "title": "langchain-ai/langgraph", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 39541, "after": 39628, "explanation": "Stars changed: 39541 → 39628.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "langchain-ai/langgraph langchain-ai open_source other silver high watch ai developers technical founders google gemini langchain openai", "material_mover": false }, { "id": "evt_3c20fda6d1d1ff5b0f95", "entity_id": "gh:yetone/avante.nvim", "item_url": "/item/yetone-avante-nvim/", "title": "yetone/avante.nvim", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 18112, "after": 18111, "explanation": "Stars changed: 18112 → 18111.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Neovim coding agent", "local_ai": true, "local_model_compatible": true, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.6, "best_for": [ "Neovim users who want coding-agent workflows without moving to a separate AI IDE", "developers comparing local Ollama, API-key, and agent-CLI backends inside the same editor" ], "risk_categories": [ "system" ], "search_text": "yetone/avante.nvim yetone open_source other gold conditional try_now neovim users who want coding-agent workflows without moving to a separate ai ide developers comparing local ollama, api-key, and agent-cli backends inside the same editor", "material_mover": false }, { "id": "evt_3bf8bd8e3cb21a089d04", "entity_id": "gh:vllm-project/aibrix", "item_url": "/item/aibrix-apache-2-0-cloud-native-building-blocks-for-scalable-genai-infere/", "title": "AIBrix: Apache-2.0 Cloud-Native Building Blocks for Scalable GenAI Inference Infrastructure (4,949*, ByteDance + Google, KubeCon NA 2025)", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5006, "after": 5007, "explanation": "Stars changed: 5006 → 5007.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "inference_runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [], "search_text": "aibrix: apache-2.0 cloud-native building blocks for scalable genai inference infrastructure (4,949*, bytedance + google, kubecon na 2025) vllm-project open_source inference_runtime inference_runtime gold low try_now ml infrastructure engineers model-serving teams", "material_mover": false }, { "id": "evt_3bcd06b0930ba83c82d8", "entity_id": "gh:tinyhumansai/openhuman", "item_url": "/item/tinyhumansai-openhuman/", "title": "tinyhumansai/openhuman", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 36243, "after": 36271, "explanation": "Stars changed: 36243 → 36271.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Workspace", "section": "Agent Workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Power users who want a personal desktop agent instead of a raw browser chat tab", "Builders comparing local-first agent workspaces against more terminal-heavy stacks" ], "risk_categories": [ "system" ], "search_text": "tinyhumansai/openhuman tinyhumansai open_source agent_framework agent_framework gold conditional try_now power users who want a personal desktop agent instead of a raw browser chat tab builders comparing local-first agent workspaces against more terminal-heavy stacks", "material_mover": false }, { "id": "evt_3bc92b41376141fac454", "entity_id": "gh:altic-dev/fluidvoice", "item_url": "/item/altic-dev-fluidvoice/", "title": "altic-dev/FluidVoice", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9613, "after": 9794, "explanation": "Stars changed: 9613 → 9794.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local AI Utility", "section": "Local AI Tools", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Mac users who want private local dictation instead of default cloud transcription", "Writers and operators who need faster speech-to-text capture during daily work" ], "risk_categories": [], "search_text": "altic-dev/fluidvoice altic-dev open_source other silver none worth_watch mac users who want private local dictation instead of default cloud transcription writers and operators who need faster speech-to-text capture during daily work", "material_mover": false }, { "id": "evt_3b81cc4211f6befcbfac", "entity_id": "gh:trpc-group/trpc-agent-go", "item_url": "/item/trpc-group-trpc-agent-go/", "title": "trpc-group/trpc-agent-go", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1675, "after": 1686, "explanation": "Stars changed: 1675 → 1686.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Go agent framework and observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "Go teams building agent features inside existing backend services", "platform engineers who want OpenTelemetry-visible agent workflows without switching languages" ], "risk_categories": [], "search_text": "trpc-group/trpc-agent-go trpc-group open_source other gold conditional worth_watch go teams building agent features inside existing backend services platform engineers who want opentelemetry-visible agent workflows without switching languages model context protocol opentelemetry model context protocol", "material_mover": false }, { "id": "evt_3b491b495889f8081b3b", "entity_id": "gh:spielewoy/multi-cli", "item_url": "/item/spielewoy-multi-cli/", "title": "Spielewoy/multi-cli", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 175, "after": 183, "explanation": "Stars changed: 175 → 183.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers switching between personal, work, and client agent accounts", "Consultants who need clean project-by-project isolation for coding tools" ], "risk_categories": [ "system", "account" ], "search_text": "spielewoy/multi-cli spielewoy open_source other gold conditional try_now developers switching between personal, work, and client agent accounts consultants who need clean project-by-project isolation for coding tools claude claude code openai codex", "material_mover": false }, { "id": "evt_3b2c958126d55b679eb8", "entity_id": "gh:zhitongblog/solomd", "item_url": "/item/zhitongblog-solomd/", "title": "zhitongblog/solomd", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 814, "after": 829, "explanation": "Stars changed: 814 → 829.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "candidate", "setup_ease": 8.8, "best_for": [ "writers, researchers, and developers who live in markdown and want their editor to expose the vault to their coding", "Obsidian users who want first-class MCP + local-first + 14 BYOK providers in one app" ], "risk_categories": [], "search_text": "zhitongblog/solomd zhitongblog open_source other creative_tool silver none try_now writers, researchers, and developers who live in markdown and want their editor to expose the vault to their coding agent obsidian users who want first-class mcp + local-first + 14 byok providers in one app model context protocol model context protocol", "material_mover": false }, { "id": "evt_3ade576ba07f6fe4f2c8", "entity_id": "gh:tiiny-ai/powerinfer", "item_url": "/item/tiiny-ai-powerinfer/", "title": "Tiiny-AI/PowerInfer", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9712, "after": 9715, "explanation": "Stars changed: 9712 → 9715.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local AI tools", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "developers experimenting with local LLM serving on consumer GPUs", "teams comparing inference runtimes before standardizing a local stack" ], "risk_categories": [], "search_text": "tiiny-ai/powerinfer tiiny-ai open_source other inference_runtime gold conditional try_now developers experimenting with local llm serving on consumer gpus teams comparing inference runtimes before standardizing a local stack", "material_mover": false }, { "id": "evt_3aa55c8563dfde29887a", "entity_id": "gh:tencent/weknora", "item_url": "/item/tencent-weknora/", "title": "Tencent/WeKnora", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 19757, "after": 19831, "explanation": "Stars changed: 19757 → 19831.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.38, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "tencent/weknora tencent open_source other silver none try_now ai developers technical founders ollama openai", "material_mover": false }, { "id": "evt_3a37b0565de6d09c2102", "entity_id": "gh:sickn33/antigravity-awesome-skills", "item_url": "/item/sickn33-antigravity-awesome-skills/", "title": "sickn33/antigravity-awesome-skills", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 44837, "after": 44903, "explanation": "Stars changed: 44837 → 44903.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Coding Skills Library", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 8.8, "best_for": [ "AI coding-agent power users who want a curated, MIT-licensed library of 1,600+ skills for Claude Code, Cursor, Codex", "Coding-agent teams who want pre-built structured prompts, tool definitions, and workflow patterns organized by domain" ], "risk_categories": [], "search_text": "sickn33/antigravity-awesome-skills sickn33 open_source other other silver low try_now ai coding-agent power users who want a curated, mit-licensed library of 1,600+ skills for claude code, cursor, codex cli, and gemini cli coding-agent teams who want pre-built structured prompts, tool definitions, and workflow patterns organized by domain instead of authorin", "material_mover": false }, { "id": "evt_3a2b31cb4c15d4f9a890", "entity_id": "gh:letta-ai/letta-code", "item_url": "/item/letta-ai-letta-code/", "title": "letta-ai/letta-code", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2991, "after": 2996, "explanation": "Stars changed: 2991 → 2996.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Framework / CLI", "section": "Stateful Coding Agents with Memory, Identity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [], "search_text": "letta-ai/letta-code letta-ai open_source coding_agent coding_agent gold low try_now software engineers developer-tool teams claude openai codex", "material_mover": false }, { "id": "evt_39eb5f65b81f5f09861f", "entity_id": "gh:lahfir/agent-desktop", "item_url": "/item/lahfir-agent-desktop/", "title": "lahfir/agent-desktop", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1005, "after": 1006, "explanation": "Stars changed: 1005 → 1006.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Automation Tool", "section": "Desktop Automation / Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "builders creating agents for native desktop software", "QA teams automating non-browser workflows" ], "risk_categories": [], "search_text": "lahfir/agent-desktop lahfir open_source other gold medium try_now builders creating agents for native desktop software qa teams automating non-browser workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_39d3ab101ef629899301", "entity_id": "gh:peonping/peon-ping", "item_url": "/item/peonping-peon-ping/", "title": "PeonPing/peon-ping", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4994, "after": 4993, "explanation": "Stars changed: 4994 → 4993.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent notifications", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.0, "best_for": [ "developers who run long coding-agent sessions and want clear prompts when the tool needs approval or finishes a task", "remote or SSH-heavy users who lose context when an agent goes quiet in another terminal" ], "risk_categories": [ "system" ], "search_text": "peonping/peon-ping peonping open_source other gold none try_now developers who run long coding-agent sessions and want clear prompts when the tool needs approval or finishes a task remote or ssh-heavy users who lose context when an agent goes quiet in another terminal claude code openai codex", "material_mover": false }, { "id": "evt_39b589db3be63ff91014", "entity_id": "gh:devenjarvis/lathe", "item_url": "/item/devenjarvis-lathe/", "title": "devenjarvis/lathe", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1643, "after": 1647, "explanation": "Stars changed: 1643 → 1647.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Local Learning", "section": "MIT Single-Binary LLM Tutorial Generator with", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "devenjarvis/lathe devenjarvis open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_397dedce5ba7d030c3ff", "entity_id": "gh:arize-ai/openinference", "item_url": "/item/arize-ai-openinference/", "title": "Arize-ai/openinference", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI engineering teams and platform teams who need a real Apache-2.0 OpenTelemetry-native path to instrument LLM / agent", "organizations standardizing on OTel who want one tracing layer across all of OpenAI / Anthropic / Gemini / LangChain /" ], "risk_categories": [], "search_text": "arize-ai/openinference arize-ai open_source other gold low try_now ai engineering teams and platform teams who need a real apache-2.0 opentelemetry-native path to instrument llm / agent / rag / vector-store code paths organizations standardizing on otel who want one tracing layer across all of openai / anthropic / gemini / langchain / langgraph / llamaindex", "material_mover": false }, { "id": "evt_396f37e282902ec6fa97", "entity_id": "gh:mostlygeek/llama-swap", "item_url": "/item/mostlygeek-llama-swap/", "title": "mostlygeek/llama-swap", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5336, "after": 5347, "explanation": "Stars changed: 5336 → 5347.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "local AI users", "homelab builders" ], "risk_categories": [], "search_text": "mostlygeek/llama-swap mostlygeek open_source inference_runtime inference_runtime gold conditional try_now local ai users homelab builders openai vllm", "material_mover": false }, { "id": "evt_395f9470c97c7aa51aa4", "entity_id": "gh:weifeng2333/phistory", "item_url": "/item/weifeng2333-phistory/", "title": "WEIFENG2333/phistory", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 519, "after": 521, "explanation": "Stars changed: 519 → 521.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "research", "verification_stage": "discovered", "type": "Prompt Archive", "section": "Security & Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers trying to explain why an agent CLI started behaving differently after an update", "Researchers studying prompt and tool-policy evolution across agent products" ], "risk_categories": [], "search_text": "weifeng2333/phistory weifeng2333 research research research gold conditional try_now developers trying to explain why an agent cli started behaving differently after an update researchers studying prompt and tool-policy evolution across agent products", "material_mover": false }, { "id": "evt_3933800a4e07640e5b89", "entity_id": "gh:junhoyeo/tokscale", "item_url": "/item/junhoyeo-tokscale/", "title": "junhoyeo/tokscale", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4923, "after": 4938, "explanation": "Stars changed: 4923 → 4938.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "junhoyeo/tokscale junhoyeo open_source other gold none try_now ai developers technical founders claude claude code google gemini openai codex", "material_mover": false }, { "id": "evt_39032c453e2760a68091", "entity_id": "gh:mnexa-ai/e2a", "item_url": "/item/mnexa-ai-e2a/", "title": "Mnexa-AI/e2a", "category": "business_workflow", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 182, "after": 181, "explanation": "Stars changed: 182 → 181.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "Agent Communication / Email", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "automation builders", "support workflow teams" ], "risk_categories": [], "search_text": "mnexa-ai/e2a mnexa-ai open_source business_workflow business_workflow gold medium try_now automation builders support workflow teams", "material_mover": false }, { "id": "evt_38fad08356132a852770", "entity_id": "gh:zennotes/zennotes", "item_url": "/item/zennotes-zennotes/", "title": "ZenNotes/zennotes", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.27.0", "after": "v2.28.0", "explanation": "Version changed: v2.27.0 → v2.28.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Notes App", "section": "Knowledge Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Developers who want Claude Code or Codex to read and update a local knowledge vault through MCP", "People replacing heavier knowledge tools with plain Markdown and CSV files that stay on disk" ], "risk_categories": [], "search_text": "zennotes/zennotes zennotes open_source other gold conditional try_now developers who want claude code or codex to read and update a local knowledge vault through mcp people replacing heavier knowledge tools with plain markdown and csv files that stay on disk model context protocol model context protocol", "material_mover": false }, { "id": "evt_38e767bc1f318f340213", "entity_id": "gh:demondamon/agenticx", "item_url": "/item/demondamon-agenticx/", "title": "DemonDamon/AgenticX", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 209, "after": 211, "explanation": "Stars changed: 209 → 211.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "worth_watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Multi-Agent Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI agent builders who need an Apache-2.0-licensed, open-source unified multi-agent framework that ships as a Python", "platform engineering teams who want a single OSS multi-agent stack across SDK, CLI, server, and desktop without" ], "risk_categories": [], "search_text": "demondamon/agenticx demondamon open_source other silver low worth_watch ai agent builders who need an apache-2.0-licensed, open-source unified multi-agent framework that ships as a python sdk, a cli, a studio server, and a machi desktop app platform engineering teams who want a single oss multi-agent stack across sdk, cli, server, and desktop without stitchi", "material_mover": false }, { "id": "evt_38b4add63789fce1434d", "entity_id": "gh:amelnagdy/guard-skills", "item_url": "/item/amelnagdy-guard-skills/", "title": "amElnagdy/guard-skills", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1162, "after": 1165, "explanation": "Stars changed: 1162 → 1165.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Agents / Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI coding agent power users who want guard skills that catch AI-generated failure modes in code, tests, and docs", "developer-tools teams who need pre-commit-style quality gates that run inside Claude Code, Codex, or skills.sh" ], "risk_categories": [], "search_text": "amelnagdy/guard-skills amelnagdy open_source other silver low try_now ai coding agent power users who want guard skills that catch ai-generated failure modes in code, tests, and docs without a separate ci tool developer-tools teams who need pre-commit-style quality gates that run inside claude code, codex, or skills.sh claude claude code openai codex", "material_mover": false }, { "id": "evt_387e4b71ee1db885bbfe", "entity_id": "gh:drumih/turbo-fieldfare", "item_url": "/item/turbofieldfare/", "title": "TurboFieldfare", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5852, "after": 5927, "explanation": "Stars changed: 5852 → 5927.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 5.6, "best_for": [ "Apple Silicon developers who want the full 26B Gemma 4 model running locally on 8 GB+ Macs without an external GPU", "local-AI builders evaluating a Swift / Metal inference path that is not a wrapper around MLX or llama.cpp" ], "risk_categories": [ "account" ], "search_text": "turbofieldfare drumih open_source other inference_runtime gold none try_now apple silicon developers who want the full 26b gemma 4 model running locally on 8 gb+ macs without an external gpu local-ai builders evaluating a swift / metal inference path that is not a wrapper around mlx or llama.cpp", "material_mover": false }, { "id": "evt_384a1d41fe54f033e366", "entity_id": "gh:bagidea/bagidea-office", "item_url": "/item/bagidea-bagidea-office/", "title": "bagidea/bagidea-office", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 191, "after": 193, "explanation": "Stars changed: 191 → 193.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Desktop App", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Power users running several coding-agent sessions across active projects", "Teams experimenting with approval-aware local agent orchestration" ], "risk_categories": [ "system" ], "search_text": "bagidea/bagidea-office bagidea open_source other silver conditional worth_watch power users running several coding-agent sessions across active projects teams experimenting with approval-aware local agent orchestration anthropic claude claude code google gemini model context protocol ollama openai model context protocol", "material_mover": false }, { "id": "evt_3847aca9965ed83f8e9e", "entity_id": "gh:ontos-ai/knowhere", "item_url": "/item/ontos-ai-knowhere/", "title": "Ontos-AI/knowhere", "category": "rag_knowledge", "kind": "integration_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "Claude, Claude Code, Google Gemini, LangChain, Milvus, Qdrant", "after": "Claude Code, LangChain, OpenAI Codex", "explanation": "Integration changed: Claude, Claude Code, Google Gemini, LangChain, Milvus, Qdrant → Claude Code, LangChain, OpenAI Codex.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / RAG / Document", "section": "Memory Layer Between Unstructured Documents and", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "knowledge-system builders", "search engineers" ], "risk_categories": [], "search_text": "ontos-ai/knowhere ontos-ai open_source rag_knowledge rag_knowledge gold low try_now knowledge-system builders search engineers claude code langchain openai codex", "material_mover": false }, { "id": "evt_38287f9470c16ceda0cb", "entity_id": "gh:agentscope-ai/agentteams", "item_url": "/item/agentscope-ai-agentteams/", "title": "agentscope-ai/AgentTeams", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5383, "after": 5394, "explanation": "Stars changed: 5383 → 5394.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "agent_framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [], "search_text": "agentscope-ai/agentteams agentscope-ai open_source agent_framework agent_framework gold low try_now agent builders ai platform engineers", "material_mover": false }, { "id": "evt_3788bbb33544e8a4f04a", "entity_id": "gh:taylorwilsdon/google_workspace_mcp", "item_url": "/item/taylorwilsdon-google-workspace-mcp/", "title": "taylorwilsdon/google_workspace_mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3003, "after": 3013, "explanation": "Stars changed: 3003 → 3013.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "watch", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "Google Workspace power users", "operations teams" ], "risk_categories": [ "system", "account" ], "search_text": "taylorwilsdon/google_workspace_mcp taylorwilsdon open_source other business_workflow gold medium watch google workspace power users operations teams claude claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_37586f3c2fe888f4ea4e", "entity_id": "gh:verl-project/verl-omni", "item_url": "/item/verl-project-verl-omni/", "title": "verl-project/verl-omni", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.2.0rc1", "after": "v0.2.0", "explanation": "Version changed: v0.2.0rc1 → v0.2.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "verl-project/verl-omni verl-project open_source other gold none try_now ai developers technical founders vllm", "material_mover": false }, { "id": "evt_3748f81d59421cbefd5c", "entity_id": "gh:mcneel/rhinomcp", "item_url": "/item/mcneel-rhinomcp/", "title": "mcneel/RhinoMCP", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 237, "after": 238, "explanation": "Stars changed: 237 → 238.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / CAD MCP Server", "section": "MIT Official McNeel Rhino 3D MCP Server for AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "mcneel/rhinomcp mcneel open_source other silver low try_now ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_373d51107db7bbe1796d", "entity_id": "gh:amirfish1/claude-command-center", "item_url": "/item/amirfish1-claude-command-center/", "title": "amirfish1/claude-command-center", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v5.23.0", "after": "v5.24.0", "explanation": "Version changed: v5.23.0 → v5.24.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Mac-based AI coding-agent users", "solo developers running parallel agents" ], "risk_categories": [], "search_text": "amirfish1/claude-command-center amirfish1 open_source other silver conditional try_now mac-based ai coding-agent users solo developers running parallel agents claude code", "material_mover": false }, { "id": "evt_370fa15d99b1b72afd20", "entity_id": "gh:antigmalabs/ante", "item_url": "/item/antigmalabs-ante/", "title": "AntigmaLabs/ante", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1309, "after": 1558, "explanation": "Stars changed: 1309 → 1558.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers who want a Claude Code / Codex alternative with no external service dependency", "CI / air-gapped teams that need an offline coding agent binary" ], "risk_categories": [ "system" ], "search_text": "antigmalabs/ante antigmalabs open_source other gold conditional try_now developers who want a claude code / codex alternative with no external service dependency ci / air-gapped teams that need an offline coding agent binary", "material_mover": true }, { "id": "evt_36d870618810c8284524", "entity_id": "gh:metalbear-co/mirrord", "item_url": "/item/metalbear-co-mirrord/", "title": "metalbear-co/mirrord", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5259, "after": 5261, "explanation": "Stars changed: 5259 → 5261.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "DevOps Tool", "section": "AI Infrastructure / Kubernetes", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "platform teams debugging Kubernetes services", "developers using coding agents against cloud-native backends" ], "risk_categories": [], "search_text": "metalbear-co/mirrord metalbear-co open_source other gold medium try_now platform teams debugging kubernetes services developers using coding agents against cloud-native backends kubernetes claude code api", "material_mover": false }, { "id": "evt_36ce6bfa753b0f1e4162", "entity_id": "gh:entireio/cli", "item_url": "/item/entire-cli/", "title": "Entire CLI", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4930, "after": 4934, "explanation": "Stars changed: 4930 → 4934.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "engineering teams using AI coding assistants", "security-conscious teams needing coding provenance" ], "risk_categories": [ "provenance" ], "search_text": "entire cli entireio open_source other silver conditional watch engineering teams using ai coding assistants security-conscious teams needing coding provenance claude google gemini", "material_mover": false }, { "id": "evt_36adecb7409208235006", "entity_id": "gh:koljab/realtimestt", "item_url": "/item/koljab-realtimestt/", "title": "KoljaB/RealtimeSTT", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10053, "after": 10055, "explanation": "Stars changed: 10053 → 10055.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local speech input tooling", "local_ai": true, "local_model_compatible": true, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.7, "best_for": [ "builders adding speech input to assistants, dictation tools, or voice workflows", "developers who want a local or self-hosted transcription path instead of a hosted API" ], "risk_categories": [], "search_text": "koljab/realtimestt koljab open_source other gold conditional try_now builders adding speech input to assistants, dictation tools, or voice workflows developers who want a local or self-hosted transcription path instead of a hosted api", "material_mover": false }, { "id": "evt_364eb672a542883e5347", "entity_id": "gh:kvcache-ai/mooncake", "item_url": "/item/kvcache-ai-mooncake/", "title": "kvcache-ai/Mooncake", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6254, "after": 6271, "explanation": "Stars changed: 6254 → 6271.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Inference Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "inference platform teams running vLLM, SGLang, or TensorRT-LLM who want to share KV cache across instances", "teams who want to disaggregate prefill and decode across GPU nodes instead of fighting for the same SMs" ], "risk_categories": [], "search_text": "kvcache-ai/mooncake kvcache-ai open_source inference_runtime inference_runtime gold conditional try_now inference platform teams running vllm, sglang, or tensorrt-llm who want to share kv cache across instances teams who want to disaggregate prefill and decode across gpu nodes instead of fighting for the same sms vllm", "material_mover": false }, { "id": "evt_360d7cb14f6d1c21d5a3", "entity_id": "gh:opensandbox-group/opensandbox", "item_url": "/item/opensandbox-group-opensandbox/", "title": "opensandbox-group/OpenSandbox", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12495, "after": 12526, "explanation": "Stars changed: 12495 → 12526.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Platform", "section": "Agent Security / Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "platform teams running heterogeneous AI agent workloads (coding, GUI, evaluation, RL) that need one sandbox across all", "engineering teams in multi-language shops (Python / Java / JS / C# / Go) that need SDKs in their existing languages" ], "risk_categories": [ "sensitive", "system", "account" ], "search_text": "opensandbox-group/opensandbox opensandbox-group open_source other gold none try_now platform teams running heterogeneous ai agent workloads (coding, gui, evaluation, rl) that need one sandbox across all of them engineering teams in multi-language shops (python / java / js / c# / go) that need sdks in their existing languages kubernetes", "material_mover": false }, { "id": "evt_35ed260b630287c6cf9c", "entity_id": "gh:weavebench/weavebench", "item_url": "/item/weavebench-weavebench/", "title": "weavebench/WeaveBench", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 155, "after": 156, "explanation": "Stars changed: 155 → 156.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.7, "entity_kind": "research", "verification_stage": "discovered", "type": "Benchmarking", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Evaluation teams testing computer-use agents beyond toy tasks", "Agent platform engineers comparing harnesses like Codex, Claude Code, OpenClaw, and Hermes" ], "risk_categories": [ "system" ], "search_text": "weavebench/weavebench weavebench research research research silver conditional worth_watch evaluation teams testing computer-use agents beyond toy tasks agent platform engineers comparing harnesses like codex, claude code, openclaw, and hermes", "material_mover": false }, { "id": "evt_35d15944b62f461c7f65", "entity_id": "gh:spiceai/spiceai", "item_url": "/item/spiceai-spiceai/", "title": "spiceai/spiceai", "category": "data_tooling", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.1.4", "after": "v2.1.5", "explanation": "Version changed: v2.1.4 → v2.1.5.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Database / Engine", "section": "Rust Data-Grounded SQL + Search + LLM-Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "data teams building AI products", "MLOps teams needing low-latency retrieval" ], "risk_categories": [], "search_text": "spiceai/spiceai spiceai open_source data_tooling data_tooling gold low try_now data teams building ai products mlops teams needing low-latency retrieval", "material_mover": false }, { "id": "evt_358e86843d0a4398a5bf", "entity_id": "gh:browseros-ai/browseros", "item_url": "/item/browseros-ai-browseros/", "title": "browseros-ai/BrowserOS", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "browserclaw/v0.49.3", "after": "ext-browserclaw/v0.2.7.0", "explanation": "Version changed: browserclaw/v0.49.3 → ext-browserclaw/v0.2.7.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Browser / Computer Use", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "researchers", "operations teams" ], "risk_categories": [], "search_text": "browseros-ai/browseros browseros-ai open_source other gold medium try_now researchers operations teams ollama", "material_mover": false }, { "id": "evt_3585e7bb94cf10f344f0", "entity_id": "gh:modelscope/evalscope", "item_url": "/item/modelscope-evalscope/", "title": "modelscope/evalscope", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3229, "after": 3233, "explanation": "Stars changed: 3229 → 3233.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 8.3, "entity_kind": "research", "verification_stage": "discovered", "type": "Tool", "section": "AI Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.2, "best_for": [ "LLM product teams", "ML teams adding regression checks" ], "risk_categories": [], "search_text": "modelscope/evalscope modelscope research research research silver none watch llm product teams ml teams adding regression checks", "material_mover": false }, { "id": "evt_3562908688b01697d717", "entity_id": "gh:pentesterflow/agent", "item_url": "/item/pentesterflow-agent/", "title": "PentesterFlow/agent", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1265, "after": 1272, "explanation": "Stars changed: 1265 → 1272.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agentic Penetration Testing CLI", "section": "Apache-2.0 Human-in-the-Loop Agentic Pentest", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "security engineers", "AI assurance teams" ], "risk_categories": [ "sensitive" ], "search_text": "pentesterflow/agent pentesterflow open_source security security gold conditional try_now security engineers ai assurance teams", "material_mover": false }, { "id": "evt_3528f1b8eb8072a9b67b", "entity_id": "gh:macro-inc/macro", "item_url": "/item/macro-inc-macro-v2026-6-18-0/", "title": "macro-inc/macro v2026.6.18.0", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1488, "after": 2525, "explanation": "Stars changed: 1488 → 2525.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Workspace", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "startup teams", "AI workspace evaluators" ], "risk_categories": [], "search_text": "macro-inc/macro v2026.6.18.0 macro-inc open_source other silver conditional watch startup teams ai workspace evaluators model context protocol slack model context protocol", "material_mover": true }, { "id": "evt_351b3e609f72cf4d2325", "entity_id": "gh:chrrxs/robloxstudio-mcp", "item_url": "/item/chrrxs-robloxstudio-mcp/", "title": "Chrrxs/robloxstudio-mcp", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 169, "after": 171, "explanation": "Stars changed: 169 → 171.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "worth_watch", "score": 6.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "open_source_mcp_server", "section": "tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Roblox developers who want to drive Studio from an AI coding agent", "Teams building AI-assisted game debugging workflows" ], "risk_categories": [], "search_text": "chrrxs/robloxstudio-mcp chrrxs open_source coding_agent coding_agent silver none worth_watch roblox developers who want to drive studio from an ai coding agent teams building ai-assisted game debugging workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_34f3867eb73f297aedb1", "entity_id": "gh:engeldlgado/toshllm", "item_url": "/item/engeldlgado-toshllm/", "title": "engeldlgado/toshllm", "category": "inference_runtime", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.83.20", "after": "v0.83.22", "explanation": "Version changed: v0.83.20 → v0.83.22.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local AI App", "section": "Local AI / Mac", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Intel Mac owners", "Hackintosh users" ], "risk_categories": [ "sensitive" ], "search_text": "engeldlgado/toshllm engeldlgado open_source inference_runtime inference_runtime silver none watch intel mac owners hackintosh users", "material_mover": false }, { "id": "evt_348c76747c72aadc3e93", "entity_id": "gh:nvidia-nemo/gym", "item_url": "/item/nvidia-nemo-gym/", "title": "NVIDIA-NeMo/Gym", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1108, "after": 1111, "explanation": "Stars changed: 1108 → 1111.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "high", "verdict": "watch", "score": 6.6, "entity_kind": "research", "verification_stage": "discovered", "type": "Tool", "section": "AI Directory / Collection", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "AI researchers", "evaluation engineers" ], "risk_categories": [], "search_text": "nvidia-nemo/gym nvidia-nemo research research research bronze high watch ai researchers evaluation engineers", "material_mover": false }, { "id": "evt_346983967f535b592803", "entity_id": "gh:alfaoz/opencode-see-image", "item_url": "/item/alfaoz-opencode-see-image/", "title": "alfaoz/opencode-see-image", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 77, "after": 79, "explanation": "Stars changed: 77 → 79.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Plugin", "section": "Coding Agents / Vision Bridge", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "OpenCode users", "developers debugging from screenshots" ], "risk_categories": [], "search_text": "alfaoz/opencode-see-image alfaoz open_source other gold conditional try_now opencode users developers debugging from screenshots", "material_mover": false }, { "id": "evt_345f7eb4dd3779a769e9", "entity_id": "gh:google-deepmind/science-skills", "item_url": "/item/google-deepmind-science-skills/", "title": "google-deepmind/science-skills", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2685, "after": 2697, "explanation": "Stars changed: 2685 → 2697.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "research", "verification_stage": "discovered", "type": "Official Google DeepMind agent", "section": "Apache-2.0 official Google DeepMind collection", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI research and engineering teams working on agentic scientific workflows: google-deepmind/science-skills is the", "Biology and chemistry research labs that need an AI agent that can query AlphaGenome for variant pathogenicity, AFDB" ], "risk_categories": [], "search_text": "google-deepmind/science-skills google-deepmind research research research gold low try_now ai research and engineering teams working on agentic scientific workflows: google-deepmind/science-skills is the official google deepmind collection of 30+ agent skills covering genomics, structural biology and chemistry research labs that need an ai agent that can que", "material_mover": false }, { "id": "evt_344f994cbdddc77ebbf8", "entity_id": "gh:ntd4996/agentpet", "item_url": "/item/ntd4996-agentpet/", "title": "ntd4996/agentpet", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 308, "after": 310, "explanation": "Stars changed: 308 → 310.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Multi-Agent Coding-Pet Menu-Bar", "section": "MIT SwiftUI + AppKit Desktop Pet for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "ntd4996/agentpet ntd4996 open_source other silver low try_now ai developers technical founders claude code openai codex", "material_mover": false }, { "id": "evt_3443409dae8d481e3890", "entity_id": "gh:fujibee/agmsg", "item_url": "/item/fujibee-agmsg/", "title": "fujibee/agmsg", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1429, "after": 1430, "explanation": "Stars changed: 1429 → 1430.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "low", "verdict": "try_now", "score": 6.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Cross-Agent Messaging for CLI AI Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "fujibee/agmsg fujibee open_source other bronze low try_now ai developers technical founders claude code openai codex", "material_mover": false }, { "id": "evt_341a48634574a72ac18e", "entity_id": "gh:paradigmxyz/centaur", "item_url": "/item/paradigmxyz-centaur/", "title": "paradigmxyz/centaur", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "centaur-0.1.115", "after": "centaur-0.1.117", "explanation": "Version changed: centaur-0.1.115 → centaur-0.1.117.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Dual Apache-2.0 OR MIT", "section": "Centaur: Multiplayer Self-Hosted Agents for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Engineering teams, AI agent developers, Slack-native tool builders, Kubernetes users, self-hosted platform operators", "Engineering teams + AI agent developers that want the Slack-native surface (mention the bot in Slack, get progress and" ], "risk_categories": [ "sensitive", "system", "account" ], "search_text": "paradigmxyz/centaur paradigmxyz open_source other silver low try_now engineering teams, ai agent developers, slack-native tool builders, kubernetes users, self-hosted platform operators, ai-curious readers tracking the multi-agent space, engineering teams wiring engineering teams + ai agent developers that want the slack-native surface (mention the bot in sl", "material_mover": false }, { "id": "evt_340ff9eef2ce78936bad", "entity_id": "gh:lidge-jun/opencodex", "item_url": "/item/lidge-jun-opencodex/", "title": "lidge-jun/opencodex", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.13.0", "after": "v2.14.2", "explanation": "Version changed: v2.13.0 → v2.14.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "AI Coding Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "developers using Codex with Anthropic, Gemini, or local models", "teams comparing model cost and quality without changing coding tools" ], "risk_categories": [], "search_text": "lidge-jun/opencodex lidge-jun open_source other inference_runtime gold conditional try_now developers using codex with anthropic, gemini, or local models teams comparing model cost and quality without changing coding tools anthropic claude claude code google gemini ollama openai openai codex", "material_mover": false }, { "id": "evt_33d11472f1e3d390bf8c", "entity_id": "gh:hanxiao/omni-macos", "item_url": "/item/hanxiao-omni-macos/", "title": "hanxiao/omni-macos", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.6.2", "after": "v0.6.3", "explanation": "Version changed: v0.6.2 → v0.6.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local AI tools", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "local AI users", "macOS power users" ], "risk_categories": [], "search_text": "hanxiao/omni-macos hanxiao open_source other gold conditional try_now local ai users macos power users", "material_mover": false }, { "id": "evt_330f310246115507e763", "entity_id": "gh:peiiii/nextclaw", "item_url": "/item/peiiii-nextclaw/", "title": "Peiiii/nextclaw", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 249, "after": 250, "explanation": "Stars changed: 249 → 250.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local AI workspaces", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "builders who want a local-first workspace for longer multi-step AI tasks", "teams comparing self-hosted agent workbenches against hosted SaaS copilots" ], "risk_categories": [ "system" ], "search_text": "peiiii/nextclaw peiiii open_source other gold conditional try_now builders who want a local-first workspace for longer multi-step ai tasks teams comparing self-hosted agent workbenches against hosted saas copilots self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_32670b71f5edf9f298cd", "entity_id": "gh:databufflabs/databuff", "item_url": "/item/databufflabs-databuff/", "title": "databufflabs/databuff", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 556, "after": 568, "explanation": "Stars changed: 556 → 568.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Observability", "section": "AI Ops / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "candidate", "setup_ease": 4.2, "best_for": [ "platform engineers", "SRE teams" ], "risk_categories": [], "search_text": "databufflabs/databuff databufflabs open_source other research gold conditional watch platform engineers sre teams opentelemetry", "material_mover": false }, { "id": "evt_32100a96463e5a3f5a5e", "entity_id": "gh:arnabbagxd/brand-building-skills", "item_url": "/item/arnabbagxd-brand-building-skills/", "title": "arnabbagxd/Brand-building-skills", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 497, "after": 508, "explanation": "Stars changed: 497 → 508.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Skills", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Brand strategists, agency owners, and founders who want Claude Code or any Agent-Skills host to run brand strategy", "Marketing teams that need a single brand-context foundation so every skill reads the same brand-state instead of" ], "risk_categories": [], "search_text": "arnabbagxd/brand-building-skills arnabbagxd open_source other silver none try_now brand strategists, agency owners, and founders who want claude code or any agent-skills host to run brand strategy, naming, identity, voice, positioning, messaging, audit, and launch work against a marketing teams that need a single brand-context foundation so every skill reads", "material_mover": false }, { "id": "evt_320d73634fab6bce38ac", "entity_id": "gh:lightpanda-io/browser", "item_url": "/item/lightpanda-io-browser/", "title": "lightpanda-io/browser", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 33850, "after": 33873, "explanation": "Stars changed: 33850 → 33873.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Browser", "section": "Browser Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "browser-automation teams", "AI agent builders" ], "risk_categories": [], "search_text": "lightpanda-io/browser lightpanda-io open_source other gold medium try_now browser-automation teams ai agent builders", "material_mover": false }, { "id": "evt_31dc023c6b117716c17e", "entity_id": "gh:orailnoor/cross-platform-llm-client", "item_url": "/item/orailnoor-cross-platform-llm-client/", "title": "orailnoor/cross-platform-llm-client", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 987, "after": 997, "explanation": "Stars changed: 987 → 997.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "orailnoor/cross-platform-llm-client orailnoor open_source other silver none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_31b5a0b3feceed8a2f1f", "entity_id": "gh:gi-dellav/zerostack", "item_url": "/item/gi-dellav-zerostack/", "title": "gi-dellav/zerostack", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1569, "after": 1572, "explanation": "Stars changed: 1569 → 1572.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "gi-dellav/zerostack gi-dellav open_source other silver high watch ai developers technical founders claude code", "material_mover": false }, { "id": "evt_31605176b55ec36dd2f7", "entity_id": "gh:umputun/agterm", "item_url": "/item/umputun-agterm/", "title": "umputun/agterm", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.22.0", "after": "v0.23.0", "explanation": "Version changed: v0.22.0 → v0.23.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Native macOS terminal from", "section": "macOS Terminal for AI Coding-Agent Sessions", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI-coding power users, AI agent developers, automation builders, founders, creators, power users, and any developer", "Engineering teams that want at-a-glance visibility into many AI coding-agent sessions -- the agent-status hooks report" ], "risk_categories": [ "system" ], "search_text": "umputun/agterm umputun open_source other gold low try_now ai-coding power users, ai agent developers, automation builders, founders, creators, power users, and any developer running 3+ ai coding-agent sessions in parallel -- and who can pair umputun/agterm engineering teams that want at-a-glance visibility into many ai coding-agent sessions -- the agent-stat", "material_mover": false }, { "id": "evt_30fac43fc2c37c59552d", "entity_id": "gh:microsoft/mcp-gateway", "item_url": "/item/microsoft-mcp-gateway/", "title": "microsoft/mcp-gateway", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 779, "after": 782, "explanation": "Stars changed: 779 → 782.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "MCP Infrastructure / Kubernetes", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "platform teams", "developer infrastructure engineers" ], "risk_categories": [], "search_text": "microsoft/mcp-gateway microsoft open_source other gold medium try_now platform teams developer infrastructure engineers docker kubernetes microsoft azure", "material_mover": false }, { "id": "evt_30e2e9c86c7f97e550c3", "entity_id": "gh:yo-wassup/good-badminton", "item_url": "/item/yo-wassup-good-badminton/", "title": "yo-WASSUP/Good-Badminton", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 872, "after": 877, "explanation": "Stars changed: 872 → 877.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 open-source AI", "section": "AI Badminton Hawk-Eye System", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "Badminton coaches, sports-CV researchers, amateur sports analysts, AI-curious readers exploring computer-vision", "Badminton coaches + amateur sports analysts that want player pose detection (RTMPose / RTMO / YOLO Pose) + shuttle" ], "risk_categories": [], "search_text": "yo-wassup/good-badminton yo-wassup open_source other data_tooling silver conditional try_now badminton coaches, sports-cv researchers, amateur sports analysts, ai-curious readers exploring computer-vision pipelines, sports data scientists, and any developer wiring an ai coding agent to badminton coaches + amateur sports analysts that want player pose detecti", "material_mover": false }, { "id": "evt_30b6bbd10b1d5c4cb11f", "entity_id": "gh:oxbshw/watch-skill", "item_url": "/item/oxbshw-watch-skill/", "title": "oxbshw/watch-skill", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 281, "after": 282, "explanation": "Stars changed: 281 → 282.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP server (13 tools) + CLI +", "section": "MCP Video Watching Engine", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent developers, automation builders, AI-curious readers, and any developer wiring an AI coding agent to video", "Engineering teams that want 1800+ site coverage via yt-dlp -- self-updating on extractor changes; the right primitive" ], "risk_categories": [], "search_text": "oxbshw/watch-skill oxbshw open_source other silver conditional try_now ai agent developers, automation builders, ai-curious readers, and any developer wiring an ai coding agent to video understanding -- and who can pair oxbshw/watch-skill with node 18+ + ffmpeg + engineering teams that want 1800+ site coverage via yt-dlp -- self-updating on extractor changes", "material_mover": false }, { "id": "evt_30a6eaf029c48a4c4e9b", "entity_id": "gh:steipete/codexbar", "item_url": "/item/steipete-codexbar/", "title": "steipete/CodexBar", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 19998, "after": 20050, "explanation": "Stars changed: 19998 → 20050.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tiny macOS 14+ menu bar app", "section": "macOS AI Provider Limits Tracker", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI-coding power users, AI agent developers, automation builders, founders, creators, power users, and any developer", "Engineering teams that want at-a-glance AI provider usage -- CodexBar surfaces per-provider session / weekly / monthly" ], "risk_categories": [], "search_text": "steipete/codexbar steipete open_source other silver low try_now ai-coding power users, ai agent developers, automation builders, founders, creators, power users, and any developer using 4+ ai coding providers who needs at-a-glance visibility into per-provider engineering teams that want at-a-glance ai provider usage -- codexbar surfaces per-provider session", "material_mover": false }, { "id": "evt_30398fe1a916427e3390", "entity_id": "gh:ultralytics/ultralytics", "item_url": "/item/ultralytics-yolo26/", "title": "Ultralytics YOLO26", "category": "model", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 60564, "after": 60598, "explanation": "Stars changed: 60564 → 60598.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model", "section": "New Models", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "computer-vision engineers", "edge AI developers" ], "risk_categories": [], "search_text": "ultralytics yolo26 ultralytics open_source model model gold medium watch computer-vision engineers edge ai developers", "material_mover": false }, { "id": "evt_3018787e192ee7656c24", "entity_id": "gh:openinfer-project/openinfer", "item_url": "/item/openinfer-project-openinfer/", "title": "openinfer-project/openinfer", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 642, "after": 644, "explanation": "Stars changed: 642 → 644.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "inference_runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [], "search_text": "openinfer-project/openinfer openinfer-project open_source inference_runtime inference_runtime gold medium try_now ml infrastructure engineers model-serving teams vllm", "material_mover": false }, { "id": "evt_2fce246a3d543588a48e", "entity_id": "gh:jcarterjohnson/vibecoded-design-tells", "item_url": "/item/jcarterjohnson-vibecoded-design-tells/", "title": "JCarterJohnson/vibecoded-design-tells", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 442, "after": 444, "explanation": "Stars changed: 442 → 444.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 6.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "AI tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Frontend teams shipping AI-built websites that want a CI gate for AI tells before deploy", "AI product builders who want to audit their landing pages / docs / blog content for AI tells" ], "risk_categories": [], "search_text": "jcarterjohnson/vibecoded-design-tells jcarterjohnson open_source other silver conditional worth_watch frontend teams shipping ai-built websites that want a ci gate for ai tells before deploy ai product builders who want to audit their landing pages / docs / blog content for ai tells", "material_mover": false }, { "id": "evt_2fcc3761add16b335058", "entity_id": "gh:leonxlnx/taste-skill", "item_url": "/item/leonxlnx-taste-skill/", "title": "Leonxlnx/taste-skill", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 75788, "after": 76221, "explanation": "Stars changed: 75788 → 76221.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Agent Skills", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "designers and front-end engineers who want AI coding agents to produce cleaner, less generic interfaces", "AI builders who want a portable Skills pack for Codex, Cursor, and Claude Code that survives across projects" ], "risk_categories": [], "search_text": "leonxlnx/taste-skill leonxlnx open_source other gold conditional try_now designers and front-end engineers who want ai coding agents to produce cleaner, less generic interfaces ai builders who want a portable skills pack for codex, cursor, and claude code that survives across projects claude claude code openai codex", "material_mover": false }, { "id": "evt_2fba05a146a5b117a709", "entity_id": "gh:dmtrkovalenko/fff", "item_url": "/item/dmtrkovalenko-fff/", "title": "dmtrKovalenko/fff", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9946, "after": 9956, "explanation": "Stars changed: 9946 → 9956.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "open_source_framework", "section": "tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Claude Code / Codex / OpenCode / Cursor / Cline / Continue users who want a faster file-search MCP", "Pi agent users who want to swap pi's native grep/find for FFF (override mode)" ], "risk_categories": [], "search_text": "dmtrkovalenko/fff dmtrkovalenko open_source other silver none try_now claude code / codex / opencode / cursor / cline / continue users who want a faster file-search mcp pi agent users who want to swap pi's native grep/find for fff (override mode)", "material_mover": false }, { "id": "evt_2faaa0ceda897f65b72c", "entity_id": "gh:mark3labs/mcp-go", "item_url": "/item/mark3labs-mcp-go/", "title": "mark3labs/mcp-go", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8998, "after": 9005, "explanation": "Stars changed: 8998 → 9005.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "MCP SDKs and developer infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "Go developers building MCP servers, clients, or internal tool adapters", "teams standardizing on MCP for agent integrations" ], "risk_categories": [], "search_text": "mark3labs/mcp-go mark3labs open_source other gold low try_now go developers building mcp servers, clients, or internal tool adapters teams standardizing on mcp for agent integrations", "material_mover": false }, { "id": "evt_2f840a7c07be2ed8e27e", "entity_id": "gh:mattpocock/evalite", "item_url": "/item/mattpocock-evalite/", "title": "mattpocock/evalite", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1651, "after": 1652, "explanation": "Stars changed: 1651 → 1652.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 7.3, "best_for": [ "TypeScript teams adding repeatable evals to AI app development", "developers who want traces and scoring without sending eval data into a hosted dashboard" ], "risk_categories": [], "search_text": "mattpocock/evalite mattpocock open_source other gold conditional try_now typescript teams adding repeatable evals to ai app development developers who want traces and scoring without sending eval data into a hosted dashboard", "material_mover": false }, { "id": "evt_2f657ea110db5be586b1", "entity_id": "gh:jlcodes99/cockpit-tools", "item_url": "/item/jlcodes99-cockpit-tools/", "title": "jlcodes99/cockpit-tools", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 15606, "after": 15696, "explanation": "Stars changed: 15606 → 15696.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.87, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "jlcodes99/cockpit-tools jlcodes99 open_source other silver none watch ai developers technical founders openai codex", "material_mover": false }, { "id": "evt_2f2af563f7934c9b4948", "entity_id": "gh:vexa-ai/vexa", "item_url": "/item/vexa-ai-vexa/", "title": "Vexa-ai/vexa", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2675, "after": 2683, "explanation": "Stars changed: 2675 → 2683.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Self-hosted meeting transcript API", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 5.7, "best_for": [ "teams that need a self-hosted alternative to hosted meeting-transcript SaaS products", "builders creating internal knowledge workflows from recorded calls or standups" ], "risk_categories": [ "system" ], "search_text": "vexa-ai/vexa vexa-ai open_source other silver medium worth_watch teams that need a self-hosted alternative to hosted meeting-transcript saas products builders creating internal knowledge workflows from recorded calls or standups self-hosted model context protocol api model context protocol", "material_mover": false }, { "id": "evt_2f25462e1981c2ac5082", "entity_id": "gh:vespa-engine/vespa", "item_url": "/item/vespa-apache-2-0-ai-search-platform-vectors-tensors-text-structured-data/", "title": "Vespa: Apache-2.0 AI Search Platform (Vectors + Tensors + Text + Structured Data at Serving Time, 6,996*, Daily Production Releases, Vespa.ai Cloud)", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v8.736.12", "after": "v8.738.17", "explanation": "Version changed: v8.736.12 → v8.738.17.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "vespa: apache-2.0 ai search platform (vectors + tensors + text + structured data at serving time, 6,996*, daily production releases, vespa.ai cloud) vespa-engine open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_2f14ebd7786c34844bcf", "entity_id": "gh:herdrdev/herdr", "item_url": "/item/herdrdev-herdr/", "title": "herdrdev/herdr", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 28170, "after": 28626, "explanation": "Stars changed: 28170 → 28626.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent builders, power users, and developer teams who want their coding agents to keep running across lid-close /", "platform engineers running a 24/7 coding-agent fleet that needs pane-level visibility (working / blocked / idle)" ], "risk_categories": [ "system" ], "search_text": "herdrdev/herdr herdrdev open_source other gold low try_now ai agent builders, power users, and developer teams who want their coding agents to keep running across lid-close / network drop / machine restart platform engineers running a 24/7 coding-agent fleet that needs pane-level visibility (working / blocked / idle) instead of opaque tmux sessions claude co", "material_mover": false }, { "id": "evt_2ef1b0ce9b69c51ffc5c", "entity_id": "gh:baidu/unlimited-ocr", "item_url": "/item/baidu-unlimited-ocr/", "title": "baidu/Unlimited-OCR", "category": "model", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 23589, "after": 23669, "explanation": "Stars changed: 23589 → 23669.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Document AI Model", "section": "Document AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Document-AI teams benchmarking new OCR and parsing models", "RAG builders ingesting PDFs, scans, and long reports" ], "risk_categories": [], "search_text": "baidu/unlimited-ocr baidu open_source model model gold conditional try_now document-ai teams benchmarking new ocr and parsing models rag builders ingesting pdfs, scans, and long reports", "material_mover": false }, { "id": "evt_2ef0634d3d02f817a586", "entity_id": "gh:dyoshikawa/rulesync", "item_url": "/item/dyoshikawa-rulesync/", "title": "dyoshikawa/rulesync", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1304, "after": 1306, "explanation": "Stars changed: 1304 → 1306.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "dyoshikawa/rulesync dyoshikawa open_source other gold none try_now ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_2ea66992a248b82908af", "entity_id": "gh:mindfold-ai/trellis", "item_url": "/item/mindfold-ai-trellis/", "title": "mindfold-ai/Trellis", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 13876, "after": 13904, "explanation": "Stars changed: 13876 → 13904.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "engineering teams that want every coding agent — Claude Code, Cursor, Codex, OpenCode — to operate against the same", "tech leads who want shared specs and task lists in-repo instead of buried in Notion or Slack threads" ], "risk_categories": [], "search_text": "mindfold-ai/trellis mindfold-ai open_source other gold conditional try_now engineering teams that want every coding agent — claude code, cursor, codex, opencode — to operate against the same specs and conventions tech leads who want shared specs and task lists in-repo instead of buried in notion or slack threads openai codex", "material_mover": false }, { "id": "evt_2ea3d017925b8ee91b97", "entity_id": "gh:nexu-io/motion-anything", "item_url": "/item/nexu-io-motion-anything/", "title": "nexu-io/motion-anything", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 679, "after": 681, "explanation": "Stars changed: 679 → 681.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 local-first", "section": "Apache-2.0 Agentic Motion Engine", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "AI-curious readers, founders, creators, design engineers, frontend developers, marketing teams, AI agent developers", "AI-curious readers + frontend developers that want agent-driven motion generation from one sentence (the agent reads" ], "risk_categories": [], "search_text": "nexu-io/motion-anything nexu-io open_source creative_tool creative_tool silver low try_now ai-curious readers, founders, creators, design engineers, frontend developers, marketing teams, ai agent developers, technical writers, and any claude code / codex / cursor / opencode / grok build / ai-curious readers + frontend developers that want agent-driven motion", "material_mover": false }, { "id": "evt_2e8f0169be85212aa3ac", "entity_id": "gh:nvidia/aicr", "item_url": "/item/nvidia-aicr/", "title": "NVIDIA/aicr", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 382, "after": 383, "explanation": "Stars changed: 382 → 383.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 6.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive" ], "search_text": "nvidia/aicr nvidia open_source other bronze none watch ai developers technical founders kubernetes", "material_mover": false }, { "id": "evt_2e7bfd9ce0875b8c171a", "entity_id": "gh:ovohao/auto-paper-collecter", "item_url": "/item/ovohao-auto-paper-collecter/", "title": "OvOhao/auto-paper-collecter", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 57, "after": 58, "explanation": "Stars changed: 57 → 58.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "research", "verification_stage": "discovered", "type": "Research Workflow", "section": "Research", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Researchers tracking a narrow set of AI topics", "Builders who want paper plus GitHub implementation discovery in one loop" ], "risk_categories": [], "search_text": "ovohao/auto-paper-collecter ovohao research research research silver conditional try_now researchers tracking a narrow set of ai topics builders who want paper plus github implementation discovery in one loop self-hosted claude code openai", "material_mover": false }, { "id": "evt_2e531a74cc0285796148", "entity_id": "gh:aqm857886159/nomi", "item_url": "/item/aqm857886159-nomi/", "title": "aqm857886159/Nomi", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 406, "after": 407, "explanation": "Stars changed: 406 → 407.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Creator Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Creators who want a local-first AI video workflow instead of a browser-only generator", "Builders exploring desktop AI creative tools with real project persistence" ], "risk_categories": [], "search_text": "aqm857886159/nomi aqm857886159 open_source other gold conditional try_now creators who want a local-first ai video workflow instead of a browser-only generator builders exploring desktop ai creative tools with real project persistence model context protocol model context protocol", "material_mover": false }, { "id": "evt_2e39fc7e33d333fd351c", "entity_id": "gh:truera/trulens", "item_url": "/item/trulens/", "title": "TruLens", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3507, "after": 3508, "explanation": "Stars changed: 3507 → 3508.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Evaluation, observability and tracing", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "teams adding evaluations to RAG or agent prototypes", "developers who already export OpenTelemetry traces" ], "risk_categories": [ "sensitive" ], "search_text": "trulens truera open_source other silver conditional try_now teams adding evaluations to rag or agent prototypes developers who already export opentelemetry traces", "material_mover": false }, { "id": "evt_2e172a968e0e51cbec5a", "entity_id": "gh:agentrq/agentrq", "item_url": "/item/agentrq-agentrq/", "title": "agentrq/agentrq", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1068, "after": 1069, "explanation": "Stars changed: 1068 → 1069.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Agents / Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI agent operators who need a real-time conversational task manager with explicit human-in-the-loop checkpoints for", "customer-facing automation teams that need an audit trail when a human steps in to approve or redirect an agent decision" ], "risk_categories": [], "search_text": "agentrq/agentrq agentrq open_source agent_framework agent_framework gold medium try_now ai agent operators who need a real-time conversational task manager with explicit human-in-the-loop checkpoints for multi-agent workflows customer-facing automation teams that need an audit trail when a human steps in to approve or redirect an agent decision model context", "material_mover": false }, { "id": "evt_2e0f657526ba71bf5a3a", "entity_id": "gh:gastownhall/beads", "item_url": "/item/gastownhall-beads/", "title": "gastownhall/beads", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 26256, "after": 26288, "explanation": "Stars changed: 26256 → 26288.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 7.5, "best_for": [ "teams running long-horizon coding-agent work", "developers who need dependency-aware task handoff between sessions" ], "risk_categories": [], "search_text": "gastownhall/beads gastownhall open_source other gold conditional try_now teams running long-horizon coding-agent work developers who need dependency-aware task handoff between sessions claude code", "material_mover": false }, { "id": "evt_2e0543f8f103d7eaf89c", "entity_id": "gh:prefecthq/fastmcp", "item_url": "/item/prefecthq-fastmcp/", "title": "PrefectHQ/fastmcp", "category": "mcp_infrastructure", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 27190, "after": 27205, "explanation": "Stars changed: 27190 → 27205.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Framework", "section": "MCP / Developer Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Python developers building MCP servers", "internal platform teams" ], "risk_categories": [], "search_text": "prefecthq/fastmcp prefecthq open_source mcp_infrastructure mcp_infrastructure gold conditional try_now python developers building mcp servers internal platform teams model context protocol model context protocol", "material_mover": false }, { "id": "evt_2e03c71a92d7b5f21f30", "entity_id": "gh:builderio/agent-native", "item_url": "/item/builderio-agent-native/", "title": "BuilderIO/agent-native", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "@agent-native/core@0.152.1", "after": "@agent-native/skills@0.2.546", "explanation": "Version changed: @agent-native/core@0.152.1 → @agent-native/skills@0.2.546.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "product engineers", "agent-platform teams" ], "risk_categories": [], "search_text": "builderio/agent-native builderio open_source other gold conditional try_now product engineers agent-platform teams", "material_mover": false }, { "id": "evt_2de5372c9c88675377ce", "entity_id": "gh:cotal-ai/cotal", "item_url": "/item/cotal-ai-cotal/", "title": "Cotal-AI/Cotal", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 229, "after": 247, "explanation": "Stars changed: 229 → 247.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Open standard for AI agent", "section": "Apache-2.0 open protocol from Cotal-AI for AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Teams running multiple AI agents that need to coordinate live in a shared space without bolting a custom RPC layer on", "Multi-agent systems that need flat peer coordination today and a manager-with-workers topology tomorrow without" ], "risk_categories": [], "search_text": "cotal-ai/cotal cotal-ai open_source agent_framework agent_framework gold low try_now teams running multiple ai agents that need to coordinate live in a shared space without bolting a custom rpc layer on top of mcp multi-agent systems that need flat peer coordination today and a manager-with-workers topology tomorrow without re-architecting (the topology is c", "material_mover": false }, { "id": "evt_2dd5f461b9c8078b3ffb", "entity_id": "gh:gglucass/headroom-desktop", "item_url": "/item/gglucass-headroom-desktop/", "title": "gglucass/headroom-desktop", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.8.0-rc.1", "after": "v0.8.1-rc.1", "explanation": "Version changed: v0.8.0-rc.1 → v0.8.1-rc.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Claude Code users hitting plan limits on long debugging or refactor sessions", "Codex CLI and desktop users who want lower prompt waste without changing providers" ], "risk_categories": [], "search_text": "gglucass/headroom-desktop gglucass open_source other gold conditional try_now claude code users hitting plan limits on long debugging or refactor sessions codex cli and desktop users who want lower prompt waste without changing providers anthropic claude code openai openai codex", "material_mover": false }, { "id": "evt_2dcb06cc929e7d61e7b0", "entity_id": "gh:freedomintelligence/gamecraft-bench", "item_url": "/item/freedomintelligence-gamecraft-bench/", "title": "FreedomIntelligence/gamecraft-bench", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 191, "after": 192, "explanation": "Stars changed: 191 → 192.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "track", "score": 7.5, "entity_kind": "research", "verification_stage": "discovered", "type": "Benchmark", "section": "Agent Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Researchers evaluating end-to-end coding-agent capability beyond benchmark patches", "Developer-tool teams that need a harder acceptance test for agent orchestration stacks" ], "risk_categories": [], "search_text": "freedomintelligence/gamecraft-bench freedomintelligence research research research silver none track researchers evaluating end-to-end coding-agent capability beyond benchmark patches developer-tool teams that need a harder acceptance test for agent orchestration stacks", "material_mover": false }, { "id": "evt_2d9dbb7e61c4d4b45c70", "entity_id": "gh:luce-org/lucebox", "item_url": "/item/luce-org-lucebox/", "title": "Luce-Org/lucebox", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2739, "after": 2744, "explanation": "Stars changed: 2739 → 2744.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "inference_runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [], "search_text": "luce-org/lucebox luce-org open_source inference_runtime inference_runtime gold none try_now ml infrastructure engineers model-serving teams", "material_mover": false }, { "id": "evt_2d6191b19dab30378f6e", "entity_id": "gh:seochecks-ai/slopless", "item_url": "/item/seochecks-ai-slopless/", "title": "seochecks-ai/slopless", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 319, "after": 320, "explanation": "Stars changed: 319 → 320.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "CLI", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Teams cleaning AI-written docs, blogs, and changelogs before publish", "Developers who want writing-agent output checked in CI" ], "risk_categories": [], "search_text": "seochecks-ai/slopless seochecks-ai open_source other silver none try_now teams cleaning ai-written docs, blogs, and changelogs before publish developers who want writing-agent output checked in ci", "material_mover": false }, { "id": "evt_2d5618e7a02fa3b9ce96", "entity_id": "gh:crabbuild/compass", "item_url": "/item/compass-codegraph/", "title": "Compass Codegraph", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "compass-v0.3.9", "after": "compass-v0.3.11", "explanation": "Version changed: compass-v0.3.9 → compass-v0.3.11.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent memory and knowledge graphs", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "candidate", "setup_ease": 5.8, "best_for": [ "developers reviewing unfamiliar repositories without a cloud indexing service", "agent builders that need structured code context through MCP" ], "risk_categories": [ "sensitive" ], "search_text": "compass codegraph crabbuild open_source other rag_knowledge silver conditional try_now developers reviewing unfamiliar repositories without a cloud indexing service agent builders that need structured code context through mcp claude claude code openai codex", "material_mover": false }, { "id": "evt_2d466923f08a0f0678f9", "entity_id": "gh:github/github-mcp-server", "item_url": "/item/github-github-mcp-server/", "title": "github/github-mcp-server", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 32188, "after": 32221, "explanation": "Stars changed: 32188 → 32221.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 9.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Platform", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "engineering teams that already authenticate against GitHub", "agent builders that need issue/repo/workflow context" ], "risk_categories": [], "search_text": "github/github-mcp-server github open_source other gold none try_now engineering teams that already authenticate against github agent builders that need issue/repo/workflow context model context protocol model context protocol", "material_mover": false }, { "id": "evt_2d255deed3270aaad08e", "entity_id": "gh:vllm-project/speculators", "item_url": "/item/vllm-project-speculators/", "title": "vllm-project/speculators", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 724, "after": 725, "explanation": "Stars changed: 724 → 725.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "vllm-project/speculators vllm-project open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_2c9ce79d5798f2d47bfa", "entity_id": "gh:bitsandbytes-foundation/bitsandbytes", "item_url": "/item/bitsandbytes/", "title": "bitsandbytes", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8414, "after": 8413, "explanation": "Stars changed: 8414 → 8413.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "developers running local LLM stacks", "MLOps teams evaluating local AI cost/performance tradeoffs" ], "risk_categories": [], "search_text": "bitsandbytes bitsandbytes-foundation open_source other gold conditional try_now developers running local llm stacks mlops teams evaluating local ai cost/performance tradeoffs", "material_mover": false }, { "id": "evt_2c8c4542266584274a89", "entity_id": "gh:piebald-ai/tweakcc", "item_url": "/item/piebald-ai-tweakcc/", "title": "Piebald-AI/tweakcc", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v4.3.2", "after": "v4.3.3", "explanation": "Version changed: v4.3.2 → v4.3.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Developer Tools / AI-Engineering", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI power users who want to tune Claude Code's behavior without forking the upstream prompt", "Prompt engineers authoring custom toolsets and input-pattern handlers for Claude Code" ], "risk_categories": [], "search_text": "piebald-ai/tweakcc piebald-ai open_source other gold low try_now ai power users who want to tune claude code's behavior without forking the upstream prompt prompt engineers authoring custom toolsets and input-pattern handlers for claude code anthropic claude code", "material_mover": false }, { "id": "evt_2c7cf4d219e11eaaf037", "entity_id": "gh:nyldn/claude-octopus", "item_url": "/item/claude-octopus/", "title": "Claude Octopus", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v9.62.0", "after": "v9.63.0", "explanation": "Version changed: v9.62.0 → v9.63.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Coding assistants and dev agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 5.6, "best_for": [ "teams running Claude Code in production that want a structured multi-LLM review layer before code is committed", "platform teams evaluating adversarial code review with quorum + critical-veto gates across multiple model providers" ], "risk_categories": [], "search_text": "claude octopus nyldn open_source other gold conditional try_now teams running claude code in production that want a structured multi-llm review layer before code is committed platform teams evaluating adversarial code review with quorum + critical-veto gates across multiple model providers claude code google gemini ollama openai codex", "material_mover": false }, { "id": "evt_2c7718d11ded5d6d0659", "entity_id": "gh:flashinfer-ai/flashinfer", "item_url": "/item/flashinfer-ai-flashinfer/", "title": "flashinfer-ai/flashinfer", "category": "inference_runtime", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.6.17", "after": "nightly-v0.6.18-20260813", "explanation": "Version changed: v0.6.17 → nightly-v0.6.18-20260813.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "LLM serving", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Engineers optimizing vLLM or SGLang serving throughput on H100 / A100 hardware and looking for the kernel layer", "Kernel developers studying FlashAttention-3 / FlashDecoding / sparse-attention implementations and wanting a reference" ], "risk_categories": [], "search_text": "flashinfer-ai/flashinfer flashinfer-ai open_source inference_runtime inference_runtime gold conditional try_now engineers optimizing vllm or sglang serving throughput on h100 / a100 hardware and looking for the kernel layer underneath kernel developers studying flashattention-3 / flashdecoding / sparse-attention implementations and wanting a reference python", "material_mover": false }, { "id": "evt_2c4e18af208b90d95981", "entity_id": "gh:samvallad33/vestige", "item_url": "/item/samvallad33-vestige/", "title": "samvallad33/vestige", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 603, "after": 602, "explanation": "Stars changed: 603 → 602.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Memory / Context", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "power users working across multiple agents", "developers who want inspectable memory" ], "risk_categories": [], "search_text": "samvallad33/vestige samvallad33 open_source rag_knowledge rag_knowledge gold conditional watch power users working across multiple agents developers who want inspectable memory claude model context protocol model context protocol", "material_mover": false }, { "id": "evt_2c4d30ad79f08d2f3982", "entity_id": "gh:netease-youdao/confucius4-tts", "item_url": "/item/netease-youdao-confucius4-tts/", "title": "netease-youdao/Confucius4-TTS", "category": "model", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 742, "after": 746, "explanation": "Stars changed: 742 → 746.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "model", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "model evaluators", "AI application builders" ], "risk_categories": [ "account" ], "search_text": "netease-youdao/confucius4-tts netease-youdao open_source model model gold none try_now model evaluators ai application builders", "material_mover": false }, { "id": "evt_2c3a11aab258ab41bec8", "entity_id": "gh:vercel/eve", "item_url": "/item/vercel-eve/", "title": "vercel/eve", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "eve@0.33.3", "after": "@eve/buzz-acp-adapter@0.0.3", "explanation": "Version changed: eve@0.33.3 → @eve/buzz-acp-adapter@0.0.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Framework", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "TypeScript / Next.js teams that want to ship agents in the language they already use", "Vercel-platform teams looking for a code-first alternative to Dify / n8n / Flowise on the same stack" ], "risk_categories": [], "search_text": "vercel/eve vercel open_source other gold none try_now typescript / next.js teams that want to ship agents in the language they already use vercel-platform teams looking for a code-first alternative to dify / n8n / flowise on the same stack", "material_mover": false }, { "id": "evt_2c06436ea0e632806e49", "entity_id": "gh:superplanehq/superplane", "item_url": "/item/superplane-apache-2-0-open-source-automation-engine-for-ai-driven-engine/", "title": "SuperPlane: Apache-2.0 Open Source Automation Engine for AI-Driven Engineering (Durable Execution + Approvals + Operational UI for Git / LLMs / CI / Incidents)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5149, "after": 5179, "explanation": "Stars changed: 5149 → 5179.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "superplane: apache-2.0 open source automation engine for ai-driven engineering (durable execution + approvals + operational ui for git / llms / ci / incidents) superplanehq open_source other agent_framework gold low try_now ai developers technical founders kubernetes self-hosted", "material_mover": false }, { "id": "evt_2bd63f13f85ac1de8894", "entity_id": "gh:holmesgpt/holmesgpt", "item_url": "/item/holmesgpt-holmesgpt/", "title": "HolmesGPT/holmesgpt", "category": "business_workflow", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3044, "after": 3055, "explanation": "Stars changed: 3044 → 3055.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / SRE and Incident Response", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "SRE teams who need an Apache-2.0-licensed, CNCF Sandbox open-source AI agent that investigates production incidents", "platform engineers who want a 24/7 Operator Mode that runs in the background, spots problems before customers notice" ], "risk_categories": [ "system" ], "search_text": "holmesgpt/holmesgpt holmesgpt open_source business_workflow business_workflow gold low try_now sre teams who need an apache-2.0-licensed, cncf sandbox open-source ai agent that investigates production incidents and finds root causes across kubernetes, vms, cloud providers, databases, and saas platform engineers who want a 24/7 operator mode that runs in the", "material_mover": false }, { "id": "evt_2bbf2e8f16cd244e46e3", "entity_id": "gh:thinkinaixyz/deepchat", "item_url": "/item/deepchat-apache-2-0-local-first-ai-agent-desktop-client-with-mcp-skills/", "title": "DeepChat: Apache-2.0 Local-First AI Agent Desktop Client with MCP + Skills + ACP + Remote Control (6,089*, Tape.systems Philosophy, Multi-Provider, Cross-Platform)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6213, "after": 6220, "explanation": "Stars changed: 6213 → 6220.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "deepchat: apache-2.0 local-first ai agent desktop client with mcp + skills + acp + remote control (6,089*, tape.systems philosophy, multi-provider, cross-platform) thinkinaixyz open_source other gold medium try_now ai developers technical founders claude google gemini model context protocol model context protocol", "material_mover": false }, { "id": "evt_2b986f96a79615ed34e1", "entity_id": "gh:bytedance/deer-flow", "item_url": "/item/bytedance-deer-flow/", "title": "bytedance/deer-flow", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 79846, "after": 79941, "explanation": "Stars changed: 79846 → 79941.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Framework", "section": "AI Agents / Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI builders who want a long-horizon agent harness instead of a single-turn task runner", "research teams who want a self-hostable SuperAgent that can chain research, coding, and creative work" ], "risk_categories": [ "system" ], "search_text": "bytedance/deer-flow bytedance open_source agent_framework agent_framework gold low try_now ai builders who want a long-horizon agent harness instead of a single-turn task runner research teams who want a self-hostable superagent that can chain research, coding, and creative work langchain", "material_mover": false }, { "id": "evt_2b6c2016840f2ca931d0", "entity_id": "gh:api7/aisix", "item_url": "/item/api7-aisix/", "title": "api7/aisix", "category": "inference_runtime", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.8.2", "after": "v0.9.0", "explanation": "Version changed: v0.8.2 → v0.9.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Gateway", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Platform teams standardizing model access across multiple providers", "AI infrastructure engineers who want one policy and telemetry layer in front of agent traffic" ], "risk_categories": [], "search_text": "api7/aisix api7 open_source inference_runtime inference_runtime gold conditional try_now platform teams standardizing model access across multiple providers ai infrastructure engineers who want one policy and telemetry layer in front of agent traffic self-hosted anthropic google gemini openai", "material_mover": false }, { "id": "evt_2b673ca54adae78256f2", "entity_id": "gh:serhiikorniienko/bullshit-detector", "item_url": "/item/serhiikorniienko-bullshit-detector/", "title": "SerhiiKorniienko/bullshit-detector", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 128, "after": 131, "explanation": "Stars changed: 128 → 131.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "worth_watch", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Skill", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 7.5, "best_for": [ "Claude Code users who want a repeatable source-checking and claim-review workflow." ], "risk_categories": [], "search_text": "serhiikorniienko/bullshit-detector serhiikorniienko open_source other bronze none worth_watch claude code users who want a repeatable source-checking and claim-review workflow. claude code", "material_mover": false }, { "id": "evt_2b29ff01651c3f7d9b59", "entity_id": "gh:headroomlabs-ai/headroom", "item_url": "/item/headroomlabs-ai-headroom/", "title": "headroomlabs-ai/headroom", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.34.0", "after": "v0.35.0", "explanation": "Version changed: v0.34.0 → v0.35.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Library / SDK", "section": "Context Compression Layer for AI Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "headroomlabs-ai/headroom headroomlabs-ai open_source other gold low try_now ai developers technical founders anthropic claude code langchain model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_2aff8bf1c4956cd63d81", "entity_id": "gh:browseros-ai/browseros", "item_url": "/item/browseros-ai-browseros/", "title": "browseros-ai/BrowserOS", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 13177, "after": 13186, "explanation": "Stars changed: 13177 → 13186.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Browser / Computer Use", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "researchers", "operations teams" ], "risk_categories": [], "search_text": "browseros-ai/browseros browseros-ai open_source other gold medium try_now researchers operations teams ollama", "material_mover": false }, { "id": "evt_2af99f066454c0fcf518", "entity_id": "gh:stablyai/orca", "item_url": "/item/stablyai-orca/", "title": "stablyai/orca", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.4.180", "after": "v1.4.182", "explanation": "Version changed: v1.4.180 → v1.4.182.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI coding-agent power users", "solo developers running parallel agents" ], "risk_categories": [ "system" ], "search_text": "stablyai/orca stablyai open_source coding_agent coding_agent gold conditional try_now ai coding-agent power users solo developers running parallel agents claude code openai codex", "material_mover": false }, { "id": "evt_2ade9f7422f389597357", "entity_id": "gh:tejas-ta/predikit", "item_url": "/item/tejas-ta-predikit/", "title": "Tejas-TA/predikit", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 419, "after": 418, "explanation": "Stars changed: 419 → 418.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool-Calling Bridge", "section": "Model Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "ML engineers exposing existing classifiers or regressors to agent workflows", "Agent builders who want typed tool schemas without repetitive boilerplate" ], "risk_categories": [], "search_text": "tejas-ta/predikit tejas-ta open_source other gold none try_now ml engineers exposing existing classifiers or regressors to agent workflows agent builders who want typed tool schemas without repetitive boilerplate langchain openai snowflake", "material_mover": false }, { "id": "evt_2ab6ee762da205065fec", "entity_id": "gh:open-gsd/gsd-core", "item_url": "/item/open-gsd-gsd-core/", "title": "open-gsd/gsd-core", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8116, "after": 8176, "explanation": "Stars changed: 8116 → 8176.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Framework / Context", "section": "Light-Weight Meta-Prompting and Spec-Driven", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [], "search_text": "open-gsd/gsd-core open-gsd open_source coding_agent coding_agent gold low try_now software engineers developer-tool teams claude code", "material_mover": false }, { "id": "evt_2a986fdfa84a4bcf0a1e", "entity_id": "gh:langchain-ai/open-swe", "item_url": "/item/langchain-ai-open-swe/", "title": "langchain-ai/open-swe", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10540, "after": 10549, "explanation": "Stars changed: 10540 → 10549.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "langchain-ai/open-swe langchain-ai open_source other silver high watch ai developers technical founders anthropic openai", "material_mover": false }, { "id": "evt_2a8decadf836be2a9fae", "entity_id": "gh:alexsjones/llmfit", "item_url": "/item/alexsjones-llmfit/", "title": "AlexsJones/llmfit", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 31364, "after": 31406, "explanation": "Stars changed: 31364 → 31406.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "local AI beginners", "homelab users" ], "risk_categories": [ "account" ], "search_text": "alexsjones/llmfit alexsjones open_source other gold none try_now local ai beginners homelab users", "material_mover": false }, { "id": "evt_2a77598cb7ddec649e86", "entity_id": "gh:nvidia/cosmos-framework", "item_url": "/item/nvidia-cosmos-framework/", "title": "NVIDIA/cosmos-framework", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 456, "after": 457, "explanation": "Stars changed: 456 → 457.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "World Model Framework", "section": "Local AI and Models", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "ML infrastructure teams tracking world-model deployment patterns", "Researchers studying Cosmos 3 serving and training mechanics" ], "risk_categories": [], "search_text": "nvidia/cosmos-framework nvidia open_source other silver conditional worth_watch ml infrastructure teams tracking world-model deployment patterns researchers studying cosmos 3 serving and training mechanics", "material_mover": false }, { "id": "evt_2a6d85ef5406c8177813", "entity_id": "gh:jpeetz/hermes-studio", "item_url": "/item/jpeetz-hermes-studio/", "title": "JPeetz/Hermes-Studio", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 308, "after": 309, "explanation": "Stars changed: 308 → 309.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Hermes Agent users who want a browser-based workspace instead of a terminal-only loop", "Builders running multi-agent crews and wanting live visibility into approvals, sessions, and cron jobs" ], "risk_categories": [ "system" ], "search_text": "jpeetz/hermes-studio jpeetz open_source agent_framework agent_framework gold conditional try_now hermes agent users who want a browser-based workspace instead of a terminal-only loop builders running multi-agent crews and wanting live visibility into approvals, sessions, and cron jobs self-hosted model context protocol ollama model context protocol", "material_mover": false }, { "id": "evt_2a4dd459ce347363b3a9", "entity_id": "gh:marcusquinn/aidevops", "item_url": "/item/marcusquinn-aidevops/", "title": "marcusquinn/aidevops", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v3.32.253", "after": "v3.32.256", "explanation": "Version changed: v3.32.253 → v3.32.256.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.95, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [ "account" ], "search_text": "marcusquinn/aidevops marcusquinn open_source coding_agent coding_agent silver none watch software engineers developer-tool teams claude", "material_mover": false }, { "id": "evt_2a3450b7db37e3adae05", "entity_id": "gh:googleanalytics/google-analytics-mcp", "item_url": "/item/analytics-mcp-official-google-analytics-mcp-server-from-the-googleanalyt/", "title": "Analytics MCP: Official Google Analytics MCP Server from the `googleanalytics` GitHub Org (13+ MCP Tools, Apache-2.0)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2938, "after": 2949, "explanation": "Stars changed: 2938 → 2949.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Marketers / growth analysts / product managers who want an AI agent (Gemini CLI / Claude Code / Cursor / Windsurf) to", "Marketers + 13+-MCP-tool users that want the 13+ MCP tools (get_account_summaries, get_property_details" ], "risk_categories": [ "account" ], "search_text": "analytics mcp: official google analytics mcp server from the `googleanalytics` github org (13+ mcp tools, apache-2.0) googleanalytics open_source other gold low try_now marketers / growth analysts / product managers who want an ai agent (gemini cli / claude code / cursor / windsurf) to query google analytics via mcp + ai agent developers building analytics-a", "material_mover": false }, { "id": "evt_2a339642c97ed0365ce8", "entity_id": "gh:ling71671/open-reverselab", "item_url": "/item/ling71671-open-reverselab/", "title": "LING71671/open-reverselab", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1034, "after": 1038, "explanation": "Stars changed: 1034 → 1038.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "security", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "security engineers", "AI assurance teams" ], "risk_categories": [], "search_text": "ling71671/open-reverselab ling71671 open_source security security silver conditional worth_watch security engineers ai assurance teams model context protocol model context protocol", "material_mover": false }, { "id": "evt_2a298beabeccc5e43320", "entity_id": "gh:yzhao062/agent-style", "item_url": "/item/yzhao062-agent-style/", "title": "yzhao062/agent-style", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.4.0", "after": "v0.4.1", "explanation": "Version changed: v0.4.0 → v0.4.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "worth_watch", "score": 6.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "AI tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Loading a 21-rule English-writing ruleset into Claude Code, Codex, Cursor, Aider, GitHub Copilot, Windsurf, Kiro", "Cutting AI-tell violations in technical prose (PR descriptions, design-doc sections, paper sections, READMEs" ], "risk_categories": [], "search_text": "yzhao062/agent-style yzhao062 open_source other silver low worth_watch loading a 21-rule english-writing ruleset into claude code, codex, cursor, aider, github copilot, windsurf, kiro, replit agent, or any agents.md-compliant ai agent at generation time cutting ai-tell violations in technical prose (pr descriptions, design-doc sections, paper sections, readm", "material_mover": false }, { "id": "evt_2a27558e84107c129d64", "entity_id": "gh:heymrun/heym", "item_url": "/item/heymrun-heym/", "title": "heymrun/heym", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 913, "after": 928, "explanation": "Stars changed: 913 → 928.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "AI workflow automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 5.9, "best_for": [ "teams comparing self-hosted workflow builders before standardizing on one automation surface", "builders who want visual orchestration plus logs, evals, and API-triggered execution in the same stack" ], "risk_categories": [], "search_text": "heymrun/heym heymrun open_source other gold conditional try_now teams comparing self-hosted workflow builders before standardizing on one automation surface builders who want visual orchestration plus logs, evals, and api-triggered execution in the same stack self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_2a26c81d1e15e4b49727", "entity_id": "gh:nicedreamzapp/claude-code-local", "item_url": "/item/nicedreamzapp-claude-code-local/", "title": "nicedreamzapp/claude-code-local", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3192, "after": 3204, "explanation": "Stars changed: 3192 → 3204.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI Runtime", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "Apple Silicon developers", "privacy-sensitive teams" ], "risk_categories": [ "sensitive" ], "search_text": "nicedreamzapp/claude-code-local nicedreamzapp open_source other gold conditional watch apple silicon developers privacy-sensitive teams anthropic", "material_mover": false }, { "id": "evt_2a01062a9350379d74c5", "entity_id": "gh:ayuayue/pideck", "item_url": "/item/ayuayue-pideck/", "title": "ayuayue/PiDeck", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.6.7", "after": "v0.7.0", "explanation": "Version changed: v0.6.7 → v0.7.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "pi users who need a desktop control plane for multiple project sessions", "Developers who want terminals, session history, and config editing in one local workbench" ], "risk_categories": [ "system" ], "search_text": "ayuayue/pideck ayuayue open_source other silver conditional worth_watch pi users who need a desktop control plane for multiple project sessions developers who want terminals, session history, and config editing in one local workbench claude code openai codex", "material_mover": false }, { "id": "evt_29fdb3a4735256abd16f", "entity_id": "gh:earendil-works/pi", "item_url": "/item/earendil-works-pi/", "title": "earendil-works/pi", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 88478, "after": 89523, "explanation": "Stars changed: 88478 → 89523.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "AI Coding", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who want an open coding-agent stack they can inspect and extend", "Teams comparing self-hostable agent harnesses instead of defaulting to a hosted IDE product" ], "risk_categories": [ "system" ], "search_text": "earendil-works/pi earendil-works open_source other gold conditional try_now developers who want an open coding-agent stack they can inspect and extend teams comparing self-hostable agent harnesses instead of defaulting to a hosted ide product", "material_mover": false }, { "id": "evt_29be67c950d4d301efa2", "entity_id": "gh:fosowl/agenticseek", "item_url": "/item/fosowl-agenticseek/", "title": "Fosowl/agenticSeek", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 26788, "after": 26793, "explanation": "Stars changed: 26788 → 26793.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local autonomous agents", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.6, "best_for": [ "advanced local-AI users who want a self-hosted agent that can browse the web and help with coding tasks", "developers comparing local agent runtimes against hosted computer-use products" ], "risk_categories": [], "search_text": "fosowl/agenticseek fosowl open_source other silver high worth_watch advanced local-ai users who want a self-hosted agent that can browse the web and help with coding tasks developers comparing local agent runtimes against hosted computer-use products", "material_mover": false }, { "id": "evt_29a765a2642f86f564b8", "entity_id": "gh:bitterbot-ai/bitterbot-desktop", "item_url": "/item/bitterbot-ai-bitterbot-desktop/", "title": "Bitterbot-AI/bitterbot-desktop", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2454, "after": 2453, "explanation": "Stars changed: 2454 → 2453.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.5, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "bitterbot-ai/bitterbot-desktop bitterbot-ai open_source other silver high watch ai developers technical founders", "material_mover": false }, { "id": "evt_29a5f3d230180dea6327", "entity_id": "gh:visionforge-ou/foreman", "item_url": "/item/visionforge-ou-foreman/", "title": "VisionForge-OU/foreman", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 484, "after": 459, "explanation": "Stars changed: 484 → 459.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "engineering teams piloting coding agents", "technical leads" ], "risk_categories": [], "search_text": "visionforge-ou/foreman visionforge-ou open_source other gold conditional try_now engineering teams piloting coding agents technical leads claude claude code", "material_mover": true }, { "id": "evt_299d3aa8031ed12f5790", "entity_id": "gh:vllm-project/vime", "item_url": "/item/vllm-project-vime/", "title": "vllm-project/vime", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 414, "after": 418, "explanation": "Stars changed: 414 → 418.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "research", "verification_stage": "discovered", "type": "RL Post-Training Framework", "section": "AI Research", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "AI research engineers and post-training practitioners who need a production-ready RL post-training stack that ships", "RL-from-feedback teams running GRPO / PPO / DPO / RLOO / REINFORCE++ on Qwen2.5 / Qwen3 / Qwen3MoE / DeepSeek V3 / R1" ], "risk_categories": [], "search_text": "vllm-project/vime vllm-project research research research silver low try_now ai research engineers and post-training practitioners who need a production-ready rl post-training stack that ships vllm as the default rollout backend (instead of bolting vllm onto a training-only rl-from-feedback teams running grpo / ppo / dpo / rloo / reinforce++ on qwen2.5 / qwe", "material_mover": false }, { "id": "evt_29946f8cf473a3732197", "entity_id": "gh:green-pt/honey-for-devs", "item_url": "/item/green-pt-honey-for-devs/", "title": "Green-PT/honey-for-devs", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 228, "after": 234, "explanation": "Stars changed: 228 → 234.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Workflow", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who spend heavily on coding-agent sessions across several tools", "Teams trying to standardize lighter agent handoffs across Claude Code, Codex, Cursor, and similar clients" ], "risk_categories": [ "account" ], "search_text": "green-pt/honey-for-devs green-pt open_source other gold conditional try_now developers who spend heavily on coding-agent sessions across several tools teams trying to standardize lighter agent handoffs across claude code, codex, cursor, and similar clients claude claude code openai codex", "material_mover": false }, { "id": "evt_298f39a9bc7f8eb518c8", "entity_id": "gh:zilliztech/claude-context", "item_url": "/item/zilliztech-claude-context/", "title": "zilliztech/claude-context", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12387, "after": 12389, "explanation": "Stars changed: 12387 → 12389.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Code-search MCP server", "section": "MCP Servers", "local_ai": true, "local_model_compatible": true, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI coding agent developers and platform teams who need the entire codebase as semantic search context for Claude Code", "Engineering orgs that have hit the 'load the whole repo into the context window' wall with a 12k-line cost-per-prompt" ], "risk_categories": [], "search_text": "zilliztech/claude-context zilliztech open_source coding_agent coding_agent gold conditional try_now ai coding agent developers and platform teams who need the entire codebase as semantic search context for claude code / cursor / gemini cli / codex cli / qwen code / any mcp-aware coding agent — engineering orgs that have hit the 'load the whole repo into th", "material_mover": false }, { "id": "evt_298a7a787f861f594d10", "entity_id": "gh:open-software-network/os-june", "item_url": "/item/open-software-network-os-june/", "title": "open-software-network/os-june", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 341, "after": 348, "explanation": "Stars changed: 341 → 348.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Desktop App", "section": "Local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Mac users who want a local-first AI workspace instead of another browser tab", "People comparing private dictation and meeting-note workflows" ], "risk_categories": [ "sensitive" ], "search_text": "open-software-network/os-june open-software-network open_source other silver conditional try_now mac users who want a local-first ai workspace instead of another browser tab people comparing private dictation and meeting-note workflows", "material_mover": false }, { "id": "evt_291ea07973e87155bad4", "entity_id": "gh:sateezg/codex-bridge", "item_url": "/item/sateezg-codex-bridge/", "title": "Sateezg/codex-bridge", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 306, "after": 273, "explanation": "Stars changed: 306 → 273.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Agent Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Claude Code users who want image generation and GPT-5 subagent delegation without a separate OpenAI API key", "multi-model agent-orchestration builders evaluating subagent delegation patterns" ], "risk_categories": [ "account" ], "search_text": "sateezg/codex-bridge sateezg open_source other silver conditional try_now claude code users who want image generation and gpt-5 subagent delegation without a separate openai api key multi-model agent-orchestration builders evaluating subagent delegation patterns claude code openai", "material_mover": true }, { "id": "evt_291ba63dbf132e7330cf", "entity_id": "gh:vincentkoc/tokenjuice", "item_url": "/item/vincentkoc-tokenjuice/", "title": "vincentkoc/tokenjuice", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 501, "after": 502, "explanation": "Stars changed: 501 → 502.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Agent Tool / Output", "section": "MIT Lean Output Compaction for Terminal-Heavy", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system", "account" ], "search_text": "vincentkoc/tokenjuice vincentkoc open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_2909e4512bcd098878d3", "entity_id": "gh:openbmb/voxcpm", "item_url": "/item/openbmb-voxcpm-voxcpm2-tts/", "title": "OpenBMB/VoxCPM (VoxCPM2 TTS)", "category": "model", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 35261, "after": 35595, "explanation": "Stars changed: 35261 → 35595.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model", "section": "Audio / Multimodal AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "audio AI developers", "local model users" ], "risk_categories": [ "account" ], "search_text": "openbmb/voxcpm (voxcpm2 tts) openbmb open_source model model gold medium watch audio ai developers local model users", "material_mover": false }, { "id": "evt_29059d449053df68b040", "entity_id": "gh:anomalyco/opencode", "item_url": "/item/anomalyco-opencode/", "title": "anomalyco/opencode", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 196508, "after": 197042, "explanation": "Stars changed: 196508 → 197042.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.3, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Coding Agent", "section": "AI Coding / Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers evaluating open coding agents", "teams that want a self-directed code assistant outside one IDE" ], "risk_categories": [], "search_text": "anomalyco/opencode anomalyco open_source other gold conditional try_now developers evaluating open coding agents teams that want a self-directed code assistant outside one ide", "material_mover": false }, { "id": "evt_28dd285b64cb6b32a554", "entity_id": "gh:activeing123/mcptoon", "item_url": "/item/activeing123-mcptoon/", "title": "activeing123/mcptoon", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "agent developers running MCP tool discovery at scale", "anyone paying for Claude / GPT tokens via the MCP protocol" ], "risk_categories": [ "account" ], "search_text": "activeing123/mcptoon activeing123 open_source other silver low try_now agent developers running mcp tool discovery at scale anyone paying for claude / gpt tokens via the mcp protocol claude model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_28b0bc024a8b433531f0", "entity_id": "gh:palmier-io/palmier-pro", "item_url": "/item/palmier-io-palmier-pro/", "title": "palmier-io/palmier-pro", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 13422, "after": 13462, "explanation": "Stars changed: 13422 → 13462.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Audio / Multimodal AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "video creators", "creative technologists" ], "risk_categories": [ "account" ], "search_text": "palmier-io/palmier-pro palmier-io open_source other gold conditional try_now video creators creative technologists claude model context protocol model context protocol", "material_mover": false }, { "id": "evt_28768a5131db0ec5aa9b", "entity_id": "gh:yeachan-heo/oh-my-claudecode", "item_url": "/item/yeachan-heo-oh-my-claudecode/", "title": "Yeachan-Heo/oh-my-claudecode", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 38525, "after": 38540, "explanation": "Stars changed: 38525 → 38540.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Agents / Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI coding agent power users who want a teams-first multi-agent orchestration layer for Claude Code without learning", "developer-tools teams who need workflow packs and role routing to run several Claude Code agents in coordinated" ], "risk_categories": [], "search_text": "yeachan-heo/oh-my-claudecode yeachan-heo open_source other silver low try_now ai coding agent power users who want a teams-first multi-agent orchestration layer for claude code without learning the underlying harness primitives developer-tools teams who need workflow packs and role routing to run several claude code agents in coordinated production workflows", "material_mover": false }, { "id": "evt_2860f556e40eef1a38fb", "entity_id": "gh:lyramakesmusic/neuralese-leaker", "item_url": "/item/lyramakesmusic-neuralese-leaker/", "title": "lyramakesmusic/neuralese-leaker", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "research_only", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Reasoning Trace Security", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "evaluators comparing model providers' reasoning-trace redaction quality", "developers picking a reasoning provider for a consumer product" ], "risk_categories": [], "search_text": "lyramakesmusic/neuralese-leaker lyramakesmusic open_source other silver medium research_only evaluators comparing model providers' reasoning-trace redaction quality developers picking a reasoning provider for a consumer product", "material_mover": false }, { "id": "evt_284d24a00ce4cc5d4114", "entity_id": "gh:xorbitsai/inference", "item_url": "/item/xorbitsai-inference/", "title": "xorbitsai/inference", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9489, "after": 9492, "explanation": "Stars changed: 9489 → 9492.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Inference Platform", "section": "Local AI / Model Serving", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "local AI users", "MLOps teams" ], "risk_categories": [], "search_text": "xorbitsai/inference xorbitsai open_source inference_runtime inference_runtime silver conditional watch local ai users mlops teams vllm", "material_mover": false }, { "id": "evt_282f9ff493bd47ca600c", "entity_id": "gh:paradigmxyz/centaur", "item_url": "/item/paradigmxyz-centaur/", "title": "paradigmxyz/centaur", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1103, "after": 1127, "explanation": "Stars changed: 1103 → 1127.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Dual Apache-2.0 OR MIT", "section": "Centaur: Multiplayer Self-Hosted Agents for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Engineering teams, AI agent developers, Slack-native tool builders, Kubernetes users, self-hosted platform operators", "Engineering teams + AI agent developers that want the Slack-native surface (mention the bot in Slack, get progress and" ], "risk_categories": [ "sensitive", "system", "account" ], "search_text": "paradigmxyz/centaur paradigmxyz open_source other silver low try_now engineering teams, ai agent developers, slack-native tool builders, kubernetes users, self-hosted platform operators, ai-curious readers tracking the multi-agent space, engineering teams wiring engineering teams + ai agent developers that want the slack-native surface (mention the bot in sl", "material_mover": false }, { "id": "evt_27fc1ca7be9d9afede09", "entity_id": "gh:tontinton/maki", "item_url": "/item/tontinton-maki/", "title": "tontinton/maki", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.4.6", "after": "v0.4.7", "explanation": "Version changed: v0.4.6 → v0.4.7.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Coding agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "developers comparing terminal coding agents with stronger visibility into shell and subagent behavior", "builders who care about context efficiency on larger repositories" ], "risk_categories": [ "system", "account" ], "search_text": "tontinton/maki tontinton open_source other gold high worth_watch developers comparing terminal coding agents with stronger visibility into shell and subagent behavior builders who care about context efficiency on larger repositories", "material_mover": false }, { "id": "evt_27cadd3571c4c91957c4", "entity_id": "gh:lynpoint/cyberverse", "item_url": "/item/lynpoint-cyberverse/", "title": "Lynpoint/CyberVerse", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1566, "after": 1568, "explanation": "Stars changed: 1566 → 1568.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Voice Agent /", "section": "GPL-3.0 Open-Source Real-Time Digital-Human", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "lynpoint/cyberverse lynpoint open_source other silver conditional try_now ai developers technical founders", "material_mover": false }, { "id": "evt_27aed7079f28bb0d3dca", "entity_id": "gh:vercel/ai", "item_url": "/item/vercel-ai-sdk/", "title": "Vercel AI SDK", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "@ai-sdk/vue@3.0.253", "after": "@ai-sdk/vue@2.0.236", "explanation": "Version changed: @ai-sdk/vue@3.0.253 → @ai-sdk/vue@2.0.236.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "frontend and backend TypeScript engineers", "teams evaluating multi-provider LLM routing" ], "risk_categories": [], "search_text": "vercel ai sdk vercel open_source other gold conditional try_now frontend and backend typescript engineers teams evaluating multi-provider llm routing anthropic google gemini openai", "material_mover": false }, { "id": "evt_279915172e2281326cc7", "entity_id": "gh:dayuanjiang/next-ai-draw-io", "item_url": "/item/dayuanjiang-next-ai-draw-io/", "title": "DayuanJiang/next-ai-draw-io", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 34739, "after": 34821, "explanation": "Stars changed: 34739 → 34821.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "AI developer tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers turning architecture notes into editable diagrams", "Teams that want a self-hostable AI diagramming surface instead of image-only generation" ], "risk_categories": [], "search_text": "dayuanjiang/next-ai-draw-io dayuanjiang open_source other gold conditional try_now developers turning architecture notes into editable diagrams teams that want a self-hostable ai diagramming surface instead of image-only generation", "material_mover": false }, { "id": "evt_271ea0fd6fae97de83e3", "entity_id": "gh:ganyuanran/aegis", "item_url": "/item/ganyuanran-aegis/", "title": "GanyuanRan/Aegis", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 990, "after": 992, "explanation": "Stars changed: 990 → 992.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Workflow", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers using Codex, Claude Code, OpenCode, or Hermes-style skill hosts", "Engineering teams trying to standardize safer coding-agent behavior across several clients" ], "risk_categories": [], "search_text": "ganyuanran/aegis ganyuanran open_source other gold conditional try_now developers using codex, claude code, opencode, or hermes-style skill hosts engineering teams trying to standardize safer coding-agent behavior across several clients claude code openai codex", "material_mover": false }, { "id": "evt_26ef76f9dcd990b416c7", "entity_id": "gh:modelcontextprotocol/ext-apps", "item_url": "/item/modelcontextprotocol-ext-apps/", "title": "modelcontextprotocol/ext-apps", "category": "mcp_infrastructure", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2709, "after": 2715, "explanation": "Stars changed: 2709 → 2715.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "review_needed", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Repository", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "protocol designers", "MCP app builders" ], "risk_categories": [], "search_text": "modelcontextprotocol/ext-apps modelcontextprotocol open_source mcp_infrastructure mcp_infrastructure silver none review_needed protocol designers mcp app builders model context protocol model context protocol", "material_mover": false }, { "id": "evt_26ca4069a5798937aa4a", "entity_id": "gh:browserbase/mcp-server-browserbase", "item_url": "/item/browserbase-mcp-server-browserbase/", "title": "browserbase/mcp-server-browserbase", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3412, "after": 3411, "explanation": "Stars changed: 3412 → 3411.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Browser MCP servers", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "teams adding browser actions to coding agents or internal assistants", "builders who want a self-hostable browser MCP surface instead of wiring raw browser automation tools by hand" ], "risk_categories": [], "search_text": "browserbase/mcp-server-browserbase browserbase open_source other gold conditional try_now teams adding browser actions to coding agents or internal assistants builders who want a self-hostable browser mcp surface instead of wiring raw browser automation tools by hand", "material_mover": false }, { "id": "evt_26c91a76c24d8a2076b3", "entity_id": "gh:moeru-ai/airi", "item_url": "/item/moeru-ai-airi/", "title": "moeru-ai/airi", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 47793, "after": 47855, "explanation": "Stars changed: 47793 → 47855.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Tools & Apps", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 5.5, "best_for": [ "Local AI users and avatar or companion developers willing to test in a controlled environment." ], "risk_categories": [], "search_text": "moeru-ai/airi moeru-ai open_source other silver high worth_watch local ai users and avatar or companion developers willing to test in a controlled environment.", "material_mover": false }, { "id": "evt_26b3ea816c7fb66b13e4", "entity_id": "gh:the-open-engine/zeroshot", "item_url": "/item/the-open-engine-zeroshot/", "title": "the-open-engine/zeroshot", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v6.38.1", "after": "v6.39.1", "explanation": "Version changed: v6.38.1 → v6.39.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Coding Agent", "section": "AI Coding / Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "teams piloting autonomous coding workflows on non-critical issues", "developers comparing different coding-agent backends behind one interface" ], "risk_categories": [], "search_text": "the-open-engine/zeroshot the-open-engine open_source other silver medium worth_watch teams piloting autonomous coding workflows on non-critical issues developers comparing different coding-agent backends behind one interface claude google gemini openai codex", "material_mover": false }, { "id": "evt_26af6756c2a1ca671a75", "entity_id": "gh:multikernel/sandlock", "item_url": "/item/multikernel-sandlock/", "title": "multikernel/sandlock", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 344, "after": 346, "explanation": "Stars changed: 344 → 346.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Security / Runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "teams running untrusted code (including AI agents) on Linux who want kernel-enforced isolation without container", "platform teams standardizing on a lightweight sandbox for CI jobs that invoke coding agents" ], "risk_categories": [ "system" ], "search_text": "multikernel/sandlock multikernel open_source other silver conditional try_now teams running untrusted code (including ai agents) on linux who want kernel-enforced isolation without container overhead platform teams standardizing on a lightweight sandbox for ci jobs that invoke coding agents", "material_mover": false }, { "id": "evt_26a86b35d7ba72084bb8", "entity_id": "gh:rtk-ai/icm", "item_url": "/item/rtk-ai-icm/", "title": "rtk-ai/icm", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 525, "after": 526, "explanation": "Stars changed: 525 → 526.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Apache-2.0 agent-memory runtime with MCP-native", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.8, "best_for": [ "developers adding persistent memory to coding agents and assistants", "teams testing MCP-based workflows across multiple AI tools" ], "risk_categories": [], "search_text": "rtk-ai/icm rtk-ai open_source other gold conditional try_now developers adding persistent memory to coding agents and assistants teams testing mcp-based workflows across multiple ai tools claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_26740de49caa7d86daef", "entity_id": "gh:the-open-engine/zeroshot", "item_url": "/item/the-open-engine-zeroshot/", "title": "the-open-engine/zeroshot", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1700, "after": 1701, "explanation": "Stars changed: 1700 → 1701.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Coding Agent", "section": "AI Coding / Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "teams piloting autonomous coding workflows on non-critical issues", "developers comparing different coding-agent backends behind one interface" ], "risk_categories": [], "search_text": "the-open-engine/zeroshot the-open-engine open_source other silver medium worth_watch teams piloting autonomous coding workflows on non-critical issues developers comparing different coding-agent backends behind one interface claude google gemini openai codex", "material_mover": false }, { "id": "evt_2673821bc073d36e87a4", "entity_id": "gh:anomalyco/models.dev", "item_url": "/item/models-dev-mit-open-source-database-of-ai-model-specs-pricing-and-capabi/", "title": "Models.dev: MIT Open-Source Database of AI Model Specs, Pricing, and Capabilities (5,781*, Powers OpenCode + AI SDK)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6357, "after": 6378, "explanation": "Stars changed: 6357 → 6378.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "models.dev: mit open-source database of ai model specs, pricing, and capabilities (5,781*, powers opencode + ai sdk) anomalyco open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_2661c0a5f706b34adbd2", "entity_id": "gh:witchan/ios-mcp", "item_url": "/item/witchan-ios-mcp/", "title": "witchan/ios-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 599, "after": 600, "explanation": "Stars changed: 599 → 600.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Mobile Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "Mobile automation developers working with real iOS hardware", "Security researchers and reverse engineers using jailbroken test devices" ], "risk_categories": [ "system" ], "search_text": "witchan/ios-mcp witchan open_source other silver high worth_watch mobile automation developers working with real ios hardware security researchers and reverse engineers using jailbroken test devices model context protocol model context protocol", "material_mover": false }, { "id": "evt_2647f718add6b21f8d8d", "entity_id": "gh:0xsteph/pentest-ai", "item_url": "/item/0xsteph-pentest-ai/", "title": "0xSteph/pentest-ai", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1586, "after": 1588, "explanation": "Stars changed: 1586 → 1588.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Autonomous Pentest Orchestrator", "section": "MIT Python autonomous pentest orchestrator", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "security engineers", "AI assurance teams" ], "risk_categories": [], "search_text": "0xsteph/pentest-ai 0xsteph open_source security security silver high try_now security engineers ai assurance teams claude model context protocol model context protocol", "material_mover": false }, { "id": "evt_26269a8499ac64761be5", "entity_id": "gh:qixinhu11/longlive-rag", "item_url": "/item/qixinhu11-longlive-rag/", "title": "qixinhu11/LongLive-RAG", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 106, "after": 107, "explanation": "Stars changed: 106 → 107.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Long-horizon video generation", "section": "Apache-2.0 retrieval-augmented framework for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "Researchers and engineers working on long-horizon video generation (advertising, animation, game cinematics", "Users adopting AR video generators (Causal-Forcing, Self-Forcing, LongLive) who want a drop-in retrieval augmentation" ], "risk_categories": [], "search_text": "qixinhu11/longlive-rag qixinhu11 open_source other gold low try_now researchers and engineers working on long-horizon video generation (advertising, animation, game cinematics, simulation, training data for embodied agents) who hit the same three failure modes the users adopting ar video generators (causal-forcing, self-forcing, longlive) who want a drop-in", "material_mover": false }, { "id": "evt_2624c09ee6451bf2d2fe", "entity_id": "gh:backblaze-labs/genblaze", "item_url": "/item/backblaze-labs-genblaze/", "title": "backblaze-labs/genblaze", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 562, "after": 560, "explanation": "Stars changed: 562 → 560.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "provenance" ], "search_text": "backblaze-labs/genblaze backblaze-labs open_source other other gold none try_now ai developers technical founders google gemini openai", "material_mover": false }, { "id": "evt_2612f3f0bb1a3622f77c", "entity_id": "gh:shcherbak-ai/contextgem", "item_url": "/item/shcherbak-ai-contextgem/", "title": "shcherbak-ai/contextgem", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1973, "after": 1979, "explanation": "Stars changed: 1973 → 1979.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Document AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "teams extracting fields, entities, or grounded answers from contracts and reports", "developers who need cited outputs instead of plain free-form summaries" ], "risk_categories": [], "search_text": "shcherbak-ai/contextgem shcherbak-ai open_source other gold conditional try_now teams extracting fields, entities, or grounded answers from contracts and reports developers who need cited outputs instead of plain free-form summaries", "material_mover": false }, { "id": "evt_25edd894e5b1c3bb1421", "entity_id": "gh:arcsin1/oh-my-ppt", "item_url": "/item/arcsin1-oh-my-ppt/", "title": "arcsin1/oh-my-ppt", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1869, "after": 1874, "explanation": "Stars changed: 1869 → 1874.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Desktop App", "section": "Productivity", "local_ai": true, "local_model_compatible": true, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Consultants, teachers, founders, and operators making decks with AI", "Users who want local-first presentation generation with optional Ollama support" ], "risk_categories": [], "search_text": "arcsin1/oh-my-ppt arcsin1 open_source other gold conditional try_now consultants, teachers, founders, and operators making decks with ai users who want local-first presentation generation with optional ollama support", "material_mover": false }, { "id": "evt_25c045deaa9d7ff1c0f1", "entity_id": "gh:recursive-org/first-steps-toward-automated-ai-research", "item_url": "/item/recursive-org-first-steps-toward-automated-ai-research/", "title": "recursive-org/first-steps-toward-automated-ai-research", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 204, "after": 205, "explanation": "Stars changed: 204 → 205.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.7, "entity_kind": "research", "verification_stage": "discovered", "type": "Paper", "section": "New Research With Code/Demo", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "ML researchers who want to reproduce or extend an automated research artifact (NanoGPT speedrun, GPU kernels)", "ML infra engineers evaluating automated-research systems and looking for concrete outputs to study" ], "risk_categories": [], "search_text": "recursive-org/first-steps-toward-automated-ai-research recursive-org research research research silver none try_now ml researchers who want to reproduce or extend an automated research artifact (nanogpt speedrun, gpu kernels) ml infra engineers evaluating automated-research systems and looking for concrete outputs to study", "material_mover": false }, { "id": "evt_25b2bb49443030613304", "entity_id": "gh:can1357/oh-my-pi", "item_url": "/item/can1357-oh-my-pi/", "title": "can1357/oh-my-pi", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v17.2.15", "after": "v17.3.1", "explanation": "Version changed: v17.2.15 → v17.3.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "can1357/oh-my-pi can1357 open_source other silver high watch ai developers technical founders anthropic claude model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_25ad7d5b51bdb231c1d3", "entity_id": "gh:openai/openai-agents-python", "item_url": "/item/openai-openai-agents-python/", "title": "openai/openai-agents-python", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 28578, "after": 28617, "explanation": "Stars changed: 28578 → 28617.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Framework", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Python developers", "teams building agent products" ], "risk_categories": [ "system" ], "search_text": "openai/openai-agents-python openai open_source agent_framework agent_framework gold conditional try_now python developers teams building agent products", "material_mover": false }, { "id": "evt_256dc671e6fa54c472d0", "entity_id": "gh:typewhisper/typewhisper-mac", "item_url": "/item/typewhisper-typewhisper-mac/", "title": "TypeWhisper/typewhisper-mac", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1686, "after": 1689, "explanation": "Stars changed: 1686 → 1689.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Productivity", "local_ai": true, "local_model_compatible": true, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "macOS users", "writers and researchers" ], "risk_categories": [ "sensitive" ], "search_text": "typewhisper/typewhisper-mac typewhisper open_source other gold conditional try_now macos users writers and researchers", "material_mover": false }, { "id": "evt_2530db4e3d69b55032f9", "entity_id": "gh:oomol-lab/pdf-craft", "item_url": "/item/oomol-lab-pdf-craft/", "title": "oomol-lab/pdf-craft", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "maintained", "after": "active", "explanation": "Maintenance changed: maintained → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Document parsing", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.9, "best_for": [ "teams building RAG or archival workflows around scanned PDFs", "developers who need more structure than raw OCR text dumps" ], "risk_categories": [], "search_text": "oomol-lab/pdf-craft oomol-lab open_source other gold conditional try_now teams building rag or archival workflows around scanned pdfs developers who need more structure than raw ocr text dumps", "material_mover": false }, { "id": "evt_252d5911c295b33e3e6d", "entity_id": "gh:agentscope-ai/agentscope-java", "item_url": "/item/agentscope-ai-agentscope-java/", "title": "agentscope-ai/agentscope-java", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5033, "after": 5051, "explanation": "Stars changed: 5033 → 5051.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "backend teams building MCP-aware agent services", "Java engineering teams adopting multi-agent workflows" ], "risk_categories": [], "search_text": "agentscope-ai/agentscope-java agentscope-ai open_source agent_framework agent_framework gold none try_now backend teams building mcp-aware agent services java engineering teams adopting multi-agent workflows", "material_mover": false }, { "id": "evt_24f4488406f32f9ad12f", "entity_id": "gh:sansan0/trendradar", "item_url": "/item/sansan0-trendradar/", "title": "sansan0/TrendRadar", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 61413, "after": 61444, "explanation": "Stars changed: 61413 → 61444.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Monitoring Tool", "section": "Research / Monitoring", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.4, "best_for": [ "researchers tracking fast-moving niches", "founders monitoring competitors" ], "risk_categories": [], "search_text": "sansan0/trendradar sansan0 open_source other other silver conditional try_now researchers tracking fast-moving niches founders monitoring competitors docker model context protocol model context protocol", "material_mover": false }, { "id": "evt_24e7886f0578b5e2decf", "entity_id": "gh:embabel/embabel-agent", "item_url": "/item/embabel-embabel-agent/", "title": "embabel/embabel-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4192, "after": 4281, "explanation": "Stars changed: 4192 → 4281.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Agent Frameworks & Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "JVM/Spring shops adopting agentic flows without a Python sidecar", "enterprise authors who need strongly typed Plans + domain models with full refactoring support" ], "risk_categories": [], "search_text": "embabel/embabel-agent embabel open_source other agent_framework gold none try_now jvm/spring shops adopting agentic flows without a python sidecar enterprise authors who need strongly typed plans + domain models with full refactoring support", "material_mover": true }, { "id": "evt_24e057c2553f0b76db50", "entity_id": "gh:alookai/alook", "item_url": "/item/alookai-alook/", "title": "alookai/alook", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1101, "after": 1109, "explanation": "Stars changed: 1101 → 1109.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "worth_watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Collaboration", "section": "Agents and Automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 4.2, "best_for": [ "Founders and operators experimenting with always-on local agent teams", "Developers who want email and scheduling wrapped around coding agents" ], "risk_categories": [], "search_text": "alookai/alook alookai open_source other agent_framework gold high worth_watch founders and operators experimenting with always-on local agent teams developers who want email and scheduling wrapped around coding agents claude code openai codex", "material_mover": false }, { "id": "evt_245f18dfe561335c8072", "entity_id": "gh:apoorvdarshan/fud-ai", "item_url": "/item/apoorvdarshan-fud-ai/", "title": "apoorvdarshan/fud-ai", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 333, "after": 337, "explanation": "Stars changed: 333 → 337.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 6.04, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "apoorvdarshan/fud-ai apoorvdarshan open_source other other bronze none watch ai developers technical founders", "material_mover": false }, { "id": "evt_245800729efeebd14903", "entity_id": "gh:a-fig/accordion", "item_url": "/item/a-fig-accordion/", "title": "a-Fig/Accordion", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 224, "after": 225, "explanation": "Stars changed: 224 → 225.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Context Manager", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "pi users running long coding or research sessions", "Developers debugging why agent context quality degrades over time" ], "risk_categories": [], "search_text": "a-fig/accordion a-fig open_source other gold conditional try_now pi users running long coding or research sessions developers debugging why agent context quality degrades over time", "material_mover": false }, { "id": "evt_23e4fd35d8752e983216", "entity_id": "gh:datahub-project/datahub", "item_url": "/item/datahub-apache-2-0-context-platform-for-data-and-ai-stack-metadata-lake/", "title": "DataHub: Apache-2.0 Context Platform for Data and AI Stack (Metadata Lake + Data Catalog + Data Observability + Data Governance + ML + AI Agent Discovery, 12,226*, LinkedIn Origin)", "category": "data_tooling", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.6.0.1rc5", "after": "v1.6.0.1", "explanation": "Version changed: v1.6.0.1rc5 → v1.6.0.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "data_tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "data engineers", "ML platform teams" ], "risk_categories": [], "search_text": "datahub: apache-2.0 context platform for data and ai stack (metadata lake + data catalog + data observability + data governance + ml + ai agent discovery, 12,226*, linkedin origin) datahub-project open_source data_tooling data_tooling gold low try_now data engineers ml platform teams", "material_mover": false }, { "id": "evt_23df79b86e1615232fe9", "entity_id": "gh:gykim80/perfectpixel-studio", "item_url": "/item/gykim80-perfectpixel-studio/", "title": "gykim80/perfectpixel-studio", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 515, "after": 518, "explanation": "Stars changed: 515 → 518.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Creative Tool", "section": "Creative Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Game developers prototyping 2D characters and enemy sets", "Solo creators who need quick sprite sheets without building a full art pipeline first" ], "risk_categories": [], "search_text": "gykim80/perfectpixel-studio gykim80 open_source creative_tool creative_tool gold conditional try_now game developers prototyping 2d characters and enemy sets solo creators who need quick sprite sheets without building a full art pipeline first", "material_mover": false }, { "id": "evt_23d563ac3716246b2ab7", "entity_id": "gh:deeix-ai/deeix-chat", "item_url": "/item/deeix-ai-deeix-chat/", "title": "DEEIX-AI/DEEIX-Chat", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1275, "after": 1282, "explanation": "Stars changed: 1275 → 1282.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Enterprise AI Platform", "section": "Apache-2.0 Open-Source Enterprise AI Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "deeix-ai/deeix-chat deeix-ai open_source other gold low try_now ai developers technical founders self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_23bcbfa924226d3d2d68", "entity_id": "gh:akitaonrails/ai-memory", "item_url": "/item/akitaonrails-ai-memory/", "title": "akitaonrails/ai-memory", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1447, "after": 1461, "explanation": "Stars changed: 1447 → 1461.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Agent Memory / Cross-Agent", "section": "MIT Long-Term Memory for AI Coding Agents —", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "akitaonrails/ai-memory akitaonrails open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_23a365ecad670232f552", "entity_id": "gh:api7/aisix", "item_url": "/item/api7-aisix/", "title": "api7/aisix", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 98, "after": 100, "explanation": "Stars changed: 98 → 100.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Gateway", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Platform teams standardizing model access across multiple providers", "AI infrastructure engineers who want one policy and telemetry layer in front of agent traffic" ], "risk_categories": [], "search_text": "api7/aisix api7 open_source inference_runtime inference_runtime gold conditional try_now platform teams standardizing model access across multiple providers ai infrastructure engineers who want one policy and telemetry layer in front of agent traffic self-hosted anthropic google gemini openai", "material_mover": false }, { "id": "evt_236b31e71cf8772768f6", "entity_id": "gh:smaramwbc/statewave", "item_url": "/item/smaramwbc-statewave/", "title": "smaramwbc/statewave", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 310, "after": 313, "explanation": "Stars changed: 310 → 313.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Open-Source Memory Runtime for", "section": "Apache-2.0 Open-Source Memory Runtime for AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "provenance" ], "search_text": "smaramwbc/statewave smaramwbc open_source other silver low try_now ai developers technical founders postgresql", "material_mover": false }, { "id": "evt_231333fd0960afe49338", "entity_id": "gh:the-open-agent/openagent", "item_url": "/item/the-open-agent-openagent/", "title": "the-open-agent/openagent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5510, "after": 5512, "explanation": "Stars changed: 5510 → 5512.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Personal Assistant", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Individual developers who want a self-hostable personal AI assistant with computer-use and browser-use", "AI power users looking for an Apache-2.0 alternative to closed hosted assistant platforms" ], "risk_categories": [], "search_text": "the-open-agent/openagent the-open-agent open_source other gold low try_now individual developers who want a self-hostable personal ai assistant with computer-use and browser-use ai power users looking for an apache-2.0 alternative to closed hosted assistant platforms langchain model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_23041eefd828494cf68a", "entity_id": "gh:basedhardware/omi", "item_url": "/item/omi-mit-open-source-2nd-brain-ai-assistant-screen-conversation-capture-r/", "title": "Omi: MIT Open-Source 2nd-Brain AI Assistant (Screen + Conversation Capture, Real-Time Transcription, Summaries, Action Items)", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.12.165+12165-macos", "after": "v0.12.169+12169-macos", "explanation": "Version changed: v0.12.165+12165-macos → v0.12.169+12169-macos.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "omi: mit open-source 2nd-brain ai assistant (screen + conversation capture, real-time transcription, summaries, action items) basedhardware open_source other gold medium try_now ai developers technical founders", "material_mover": false }, { "id": "evt_22ef880ff29c90ba668e", "entity_id": "gh:atomicstrata/llm-wiki-compiler", "item_url": "/item/atomicstrata-llm-wiki-compiler/", "title": "atomicstrata/llm-wiki-compiler", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1913, "after": 1920, "explanation": "Stars changed: 1913 → 1920.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Knowledge / Context Engineering", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "agent builders", "documentation teams" ], "risk_categories": [], "search_text": "atomicstrata/llm-wiki-compiler atomicstrata open_source rag_knowledge rag_knowledge gold conditional try_now agent builders documentation teams", "material_mover": false }, { "id": "evt_228e96aad783151e4c6f", "entity_id": "gh:espnet/espnet", "item_url": "/item/espnet-espnet/", "title": "espnet/espnet", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9919, "after": 9920, "explanation": "Stars changed: 9919 → 9920.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Speech, voice and audio tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 4.8, "best_for": [ "speech researchers comparing ASR, TTS, or translation recipes", "ML engineers building custom speech pipelines" ], "risk_categories": [], "search_text": "espnet/espnet espnet open_source other gold conditional try_now speech researchers comparing asr, tts, or translation recipes ml engineers building custom speech pipelines", "material_mover": false }, { "id": "evt_225d45fa9d1bc1c361bb", "entity_id": "gh:mukul975/anthropic-cybersecurity-skills", "item_url": "/item/mukul975-anthropic-cybersecurity-skills/", "title": "mukul975/Anthropic-Cybersecurity-Skills", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 27674, "after": 27743, "explanation": "Stars changed: 27674 → 27743.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Skills Library", "section": "Security / Agent Skills", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "security teams evaluating AI copilots", "incident responders and threat hunters" ], "risk_categories": [], "search_text": "mukul975/anthropic-cybersecurity-skills mukul975 open_source security security silver conditional worth_watch security teams evaluating ai copilots incident responders and threat hunters claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_223aa27902341bc05270", "entity_id": "gh:juanmc2005/diart", "item_url": "/item/juanmc2005-diart/", "title": "juanmc2005/diart", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2012, "after": 2014, "explanation": "Stars changed: 2012 → 2014.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "MIT real-time speaker-diarization framework for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 5.5, "best_for": [ "developers building live transcription or meeting tools", "teams that need speaker-aware audio streams in Python" ], "risk_categories": [], "search_text": "juanmc2005/diart juanmc2005 open_source other silver conditional worth_watch developers building live transcription or meeting tools teams that need speaker-aware audio streams in python", "material_mover": false }, { "id": "evt_220b42d68b454b579c12", "entity_id": "gh:openrlhf/openrlhf", "item_url": "/item/openrlhf-openrlhf/", "title": "OpenRLHF/OpenRLHF", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.10.4", "after": "v0.11.0", "explanation": "Version changed: v0.10.4 → v0.11.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "RLHF and agent training frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 5.0, "best_for": [ "teams building or comparing open RLHF pipelines", "engineers using Ray and vLLM for distributed model work" ], "risk_categories": [], "search_text": "openrlhf/openrlhf openrlhf open_source other gold conditional try_now teams building or comparing open rlhf pipelines engineers using ray and vllm for distributed model work vllm", "material_mover": false }, { "id": "evt_21f8d4eb8973bb924eee", "entity_id": "gh:sylphxai/pdf-reader-mcp", "item_url": "/item/sylphxai-pdf-reader-mcp/", "title": "SylphxAI/pdf-reader-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 889, "after": 891, "explanation": "Stars changed: 889 → 891.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "document workflow builders", "RAG developers" ], "risk_categories": [], "search_text": "sylphxai/pdf-reader-mcp sylphxai open_source other gold conditional try_now document workflow builders rag developers model context protocol model context protocol", "material_mover": false }, { "id": "evt_21bf4540d90535f9614e", "entity_id": "gh:nomifun/nomifun-tauri", "item_url": "/item/nomifun-nomifun-tauri/", "title": "nomifun/nomifun-tauri", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 138, "after": 140, "explanation": "Stars changed: 138 → 140.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "worth_watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Workstation", "section": "Local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "Advanced users who want one local-first workspace for multiple agent styles", "Teams evaluating self-hosted AI workstation patterns" ], "risk_categories": [ "system" ], "search_text": "nomifun/nomifun-tauri nomifun open_source other gold medium worth_watch advanced users who want one local-first workspace for multiple agent styles teams evaluating self-hosted ai workstation patterns", "material_mover": false }, { "id": "evt_218c150f5b52834cd504", "entity_id": "gh:openagents-org/openagents", "item_url": "/item/openagents-org-openagents/", "title": "openagents-org/openagents", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3983, "after": 3986, "explanation": "Stars changed: 3983 → 3986.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Agent Frameworks & Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "teams running multiple agents that need a shared state substrate (memory, scratchpad, files) without building one from", "solo builders who want to compose pre-built agents into a workspace via a one-line bash or npm/pip installer" ], "risk_categories": [ "account" ], "search_text": "openagents-org/openagents openagents-org open_source other silver conditional try_now teams running multiple agents that need a shared state substrate (memory, scratchpad, files) without building one from scratch solo builders who want to compose pre-built agents into a workspace via a one-line bash or npm/pip installer", "material_mover": false }, { "id": "evt_217b84a978067fd64f27", "entity_id": "gh:deusdata/codebase-memory-mcp", "item_url": "/item/deusdata-codebase-memory-mcp/", "title": "DeusData/codebase-memory-mcp", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.10.2", "after": "v0.10.3", "explanation": "Version changed: v0.10.2 → v0.10.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "software developers", "AI coding-agent users" ], "risk_categories": [ "sensitive", "account" ], "search_text": "deusdata/codebase-memory-mcp deusdata open_source other silver conditional watch software developers ai coding-agent users claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_217ab4355977cfd6c51b", "entity_id": "gh:tmoroney/auto-subs", "item_url": "/item/tmoroney-auto-subs/", "title": "tmoroney/auto-subs", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4005, "after": 4011, "explanation": "Stars changed: 4005 → 4011.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "MIT local subtitle generator with Whisper-class", "local_ai": true, "local_model_compatible": true, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.9, "best_for": [ "video creators who want local subtitle generation", "editors working in DaVinci Resolve, Premiere Pro, or After Effects" ], "risk_categories": [], "search_text": "tmoroney/auto-subs tmoroney open_source other gold conditional try_now video creators who want local subtitle generation editors working in davinci resolve, premiere pro, or after effects", "material_mover": false }, { "id": "evt_213ba43976c09ec7a749", "entity_id": "gh:craftzdog/tmux-claude-session-manager", "item_url": "/item/craftzdog-tmux-claude-session-manager/", "title": "craftzdog/tmux-claude-session-manager", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 355, "after": 356, "explanation": "Stars changed: 355 → 356.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "tmux users who launch one Claude Code session per project and lose track of which are working vs waiting vs idle", "developers who want a single popup (`prefix + u`) to list + preview + jump to all their Claude Code sessions" ], "risk_categories": [], "search_text": "craftzdog/tmux-claude-session-manager craftzdog open_source other silver none try_now tmux users who launch one claude code session per project and lose track of which are working vs waiting vs idle developers who want a single popup (`prefix + u`) to list + preview + jump to all their claude code sessions claude code", "material_mover": false }, { "id": "evt_212e42aef796584ad825", "entity_id": "gh:zhu1090093659/deepseek-pp", "item_url": "/item/zhu1090093659-deepseek-pp/", "title": "zhu1090093659/deepseek-pp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1533, "after": 1545, "explanation": "Stars changed: 1533 → 1545.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Browser Workspace Extension", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "DeepSeek power users who want project memory and repeatable browser-native workflows", "MCP users who prefer to work from a browser chat surface instead of a local CLI" ], "risk_categories": [ "system" ], "search_text": "zhu1090093659/deepseek-pp zhu1090093659 open_source other silver medium worth_watch deepseek power users who want project memory and repeatable browser-native workflows mcp users who prefer to work from a browser chat surface instead of a local cli model context protocol model context protocol", "material_mover": false }, { "id": "evt_2102db019adac82f26da", "entity_id": "gh:gastownhall/gascity", "item_url": "/item/gastownhall-gascity/", "title": "gastownhall/gascity", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1111, "after": 1115, "explanation": "Stars changed: 1111 → 1115.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MIT", "section": "Gas City: Composable Multi-Agent Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "Multi-agent system architects, AI agent developers, AI coding agent users, Kubernetes users, self-hosted platform", "Multi-agent system architects + AI agent developers that want the declarative city.toml config (the consumer declares" ], "risk_categories": [], "search_text": "gastownhall/gascity gastownhall open_source other agent_framework silver low try_now multi-agent system architects, ai agent developers, ai coding agent users, kubernetes users, self-hosted platform operators, ai-curious readers tracking the multi-agent orchestration space multi-agent system architects + ai agent developers that want the declarative city.tom", "material_mover": false }, { "id": "evt_20fbd3548cec51749852", "entity_id": "gh:lmcache/lmcache", "item_url": "/item/lmcache-lmcache/", "title": "LMCache/LMCache", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 11122, "after": 11133, "explanation": "Stars changed: 11122 → 11133.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "LLM Optimization", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "inference operators", "teams serving long prompts repeatedly" ], "risk_categories": [], "search_text": "lmcache/lmcache lmcache open_source other silver conditional watch inference operators teams serving long prompts repeatedly vllm", "material_mover": false }, { "id": "evt_20e77a338f2ffbed176c", "entity_id": "gh:anthropics/scone-bench", "item_url": "/item/anthropics-scone-bench/", "title": "anthropics/scone-bench", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 43, "after": 44, "explanation": "Stars changed: 43 → 44.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "research", "verification_stage": "discovered", "type": "Benchmark", "section": "Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Agent researchers working on long-horizon, multi-step tool-use tasks with real stakes", "Security-tool builders evaluating AI components for smart-contract audit and exploit workflows" ], "risk_categories": [], "search_text": "anthropics/scone-bench anthropics research research research gold conditional try_now agent researchers working on long-horizon, multi-step tool-use tasks with real stakes security-tool builders evaluating ai components for smart-contract audit and exploit workflows", "material_mover": false }, { "id": "evt_20d8f2cf9e3de23958f5", "entity_id": "gh:thu-maic/openmaic", "item_url": "/item/openmaic-mit-open-multi-agent-interactive-classroom-ai-teachers-classmat/", "title": "OpenMAIC: MIT Open Multi-Agent Interactive Classroom (AI Teachers + Classmates with Whiteboard + Real-Time Discussion, JCST'26 Paper, v0.3.0 SDK Family)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 20699, "after": 20719, "explanation": "Stars changed: 20699 → 20719.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "openmaic: mit open multi-agent interactive classroom (ai teachers + classmates with whiteboard + real-time discussion, jcst'26 paper, v0.3.0 sdk family) thu-maic open_source other silver low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_20cd813086cd666cc48b", "entity_id": "gh:testsprite/testsprite-cli", "item_url": "/item/testsprite-testsprite-cli/", "title": "TestSprite/testsprite-cli", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.5.0", "after": "v0.6.0", "explanation": "Version changed: v0.5.0 → v0.6.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Testing / QA", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "engineering teams adopting AI QA", "QA leads" ], "risk_categories": [], "search_text": "testsprite/testsprite-cli testsprite open_source coding_agent coding_agent gold conditional try_now engineering teams adopting ai qa qa leads", "material_mover": false }, { "id": "evt_2097a3204f278f97388e", "entity_id": "gh:hmbown/codewhale", "item_url": "/item/hmbown-codewhale/", "title": "Hmbown/CodeWhale", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.9.6", "after": "v0.9.7", "explanation": "Version changed: v0.9.6 → v0.9.7.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MIT terminal coding agent", "section": "CodeWhale: Multi-Provider Terminal Coding Agent", "local_ai": true, "local_model_compatible": true, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent developers, terminal-coding-agent users, AI coding agent users, Rust developers, multi-provider AI users", "AI agent developers + multi-provider AI users that want the multi-provider surface (DeepSeek and open-weight models" ], "risk_categories": [ "system" ], "search_text": "hmbown/codewhale hmbown open_source other gold low try_now ai agent developers, terminal-coding-agent users, ai coding agent users, rust developers, multi-provider ai users, deepseek users, claude users, gpt users, kimi users, glm users, local-llm users ai agent developers + multi-provider ai users that want the multi-provider surface (deepseek and open-weig", "material_mover": false }, { "id": "evt_207c62ab6029b304d9b5", "entity_id": "gh:google/langextract", "item_url": "/item/google-langextract/", "title": "google/langextract", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 38311, "after": 38344, "explanation": "Stars changed: 38311 → 38344.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Structured extraction and grounding tooling", "local_ai": true, "local_model_compatible": true, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 7.1, "best_for": [ "teams building extraction pipelines over reports, transcripts, contracts, or support archives", "developers who need grounded fields instead of free-form summaries" ], "risk_categories": [], "search_text": "google/langextract google open_source other gold conditional try_now teams building extraction pipelines over reports, transcripts, contracts, or support archives developers who need grounded fields instead of free-form summaries google gemini", "material_mover": false }, { "id": "evt_206737f71fe78106d4c4", "entity_id": "gh:modelscope/funasr", "item_url": "/item/modelscope-funasr/", "title": "modelscope/FunASR", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 19802, "after": 19820, "explanation": "Stars changed: 19802 → 19820.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model / Toolkit", "section": "Speech AI / ASR", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "Teams building voice assistants, meeting capture, and transcription pipelines", "Products needing multilingual speech conversion for downstream AI workflows" ], "risk_categories": [], "search_text": "modelscope/funasr modelscope open_source other silver low try_now teams building voice assistants, meeting capture, and transcription pipelines products needing multilingual speech conversion for downstream ai workflows vllm", "material_mover": false }, { "id": "evt_20659a303aa88133e96f", "entity_id": "gh:t8y2/dbx", "item_url": "/item/t8y2-dbx/", "title": "t8y2/dbx", "category": "data_tooling", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "packages-v0.4.60", "after": "packages-v0.4.61", "explanation": "Version changed: packages-v0.4.60 → packages-v0.4.61.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "Data tooling", "local_ai": true, "local_model_compatible": true, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Developers who want a DBeaver-replacement without the Java runtime", "Teams connecting Claude Code, Cursor, Windsurf, or Codex to existing database connections via MCP" ], "risk_categories": [], "search_text": "t8y2/dbx t8y2 open_source data_tooling data_tooling gold conditional try_now developers who want a dbeaver-replacement without the java runtime teams connecting claude code, cursor, windsurf, or codex to existing database connections via mcp docker model context protocol mongodb mysql postgresql redis model context protocol", "material_mover": false }, { "id": "evt_205b6191bf3bb0f1983f", "entity_id": "gh:mirix-ai/mirix", "item_url": "/item/mirix-ai-mirix/", "title": "Mirix-AI/MIRIX", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3481, "after": 3482, "explanation": "Stars changed: 3481 → 3482.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Personal Assistant / Memory", "section": "Multi-Agent Personal Assistant With Six-Module", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "candidate", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive" ], "search_text": "mirix-ai/mirix mirix-ai open_source other rag_knowledge gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_20313330b5ae38102370", "entity_id": "gh:light-heart-labs/ods", "item_url": "/item/light-heart-labs-ods/", "title": "Light-Heart-Labs/ODS", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4143, "after": 4197, "explanation": "Stars changed: 4143 → 4197.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local AI Stack", "section": "Local AI Tools", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Home-lab operators who want a fuller local AI stack than a bare model runner", "Developers testing private inference, chat, RAG, and automation on one machine" ], "risk_categories": [ "sensitive" ], "search_text": "light-heart-labs/ods light-heart-labs open_source other gold conditional try_now home-lab operators who want a fuller local ai stack than a bare model runner developers testing private inference, chat, rag, and automation on one machine docker self-hosted", "material_mover": false }, { "id": "evt_2010a2d840a409c2c7d6", "entity_id": "gh:mertkayacs/reevesagents", "item_url": "/item/mertkayacs-reevesagents/", "title": "mertkayacs/reevesagents", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 79, "after": 78, "explanation": "Stars changed: 79 → 78.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Workspace", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers coordinating multiple coding agents on one project", "Power users who want one view across Claude Code, Codex, Hermes, and similar CLIs" ], "risk_categories": [ "system" ], "search_text": "mertkayacs/reevesagents mertkayacs open_source other gold conditional try_now developers coordinating multiple coding agents on one project power users who want one view across claude code, codex, hermes, and similar clis claude code openai codex", "material_mover": false }, { "id": "evt_200aa67235f1e74b304e", "entity_id": "gh:getstream/vision-agents", "item_url": "/item/getstream-vision-agents/", "title": "GetStream/Vision-Agents", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8081, "after": 8083, "explanation": "Stars changed: 8081 → 8083.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "getstream/vision-agents getstream open_source other gold none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_1ff242d4395520991117", "entity_id": "gh:jacob-bd/notebooklm-mcp-cli", "item_url": "/item/jacob-bd-notebooklm-mcp-cli/", "title": "jacob-bd/notebooklm-mcp-cli", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.9.10", "after": "v0.9.11", "explanation": "Version changed: v0.9.10 → v0.9.11.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / MCP", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "researchers", "knowledge workers" ], "risk_categories": [ "sensitive" ], "search_text": "jacob-bd/notebooklm-mcp-cli jacob-bd open_source other silver conditional watch researchers knowledge workers", "material_mover": false }, { "id": "evt_1fd3b11eb588386adc63", "entity_id": "gh:strands-agents/evals", "item_url": "/item/strands-agents-evals/", "title": "strands-agents/evals", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 174, "after": 176, "explanation": "Stars changed: 174 → 176.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent evaluation tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "agent builders who need repeatable evaluation workflows instead of manual spot checks", "teams using traces or simulators to understand multi-step agent behavior" ], "risk_categories": [], "search_text": "strands-agents/evals strands-agents open_source other silver conditional try_now agent builders who need repeatable evaluation workflows instead of manual spot checks teams using traces or simulators to understand multi-step agent behavior", "material_mover": false }, { "id": "evt_1fb7e7ca6e9f765039be", "entity_id": "gh:soniqo/speech-swift", "item_url": "/item/soniqo-speech-swift/", "title": "soniqo/speech-swift", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1116, "after": 1118, "explanation": "Stars changed: 1116 → 1118.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local speech AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "Mac and iOS developers building local voice interfaces on Apple Silicon", "teams comparing on-device speech stacks before adopting a cloud speech API" ], "risk_categories": [], "search_text": "soniqo/speech-swift soniqo open_source other gold medium try_now mac and ios developers building local voice interfaces on apple silicon teams comparing on-device speech stacks before adopting a cloud speech api", "material_mover": false }, { "id": "evt_1fa6d3d1e122e9b19031", "entity_id": "gh:ivanwng97/pixtuoid", "item_url": "/item/ivanwng97-pixtuoid/", "title": "IvanWng97/pixtuoid", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 441, "after": 443, "explanation": "Stars changed: 441 → 443.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers running Claude Code, Codex, and similar tools side by side", "People who want a fast visual check on agent status without reading every transcript" ], "risk_categories": [ "system", "impact" ], "search_text": "ivanwng97/pixtuoid ivanwng97 open_source other gold conditional try_now developers running claude code, codex, and similar tools side by side people who want a fast visual check on agent status without reading every transcript claude claude code openai codex", "material_mover": false }, { "id": "evt_1f4f1cb6c53c40c6f893", "entity_id": "gh:xingxun7777/aria", "item_url": "/item/xingxun7777-aria/", "title": "Xingxun7777/Aria", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 67, "after": 68, "explanation": "Stars changed: 67 → 68.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local AI Utility", "section": "Local AI Tools", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Windows users who want private local dictation by default", "Developers and technical users dictating code-adjacent terms or structured notes" ], "risk_categories": [], "search_text": "xingxun7777/aria xingxun7777 open_source other silver conditional try_now windows users who want private local dictation by default developers and technical users dictating code-adjacent terms or structured notes", "material_mover": false }, { "id": "evt_1f351db2f7ab660b9258", "entity_id": "gh:xiangyue-zhang/auto-deep-researcher-24x7", "item_url": "/item/xiangyue-zhang-auto-deep-researcher-24x7/", "title": "Xiangyue-Zhang/auto-deep-researcher-24x7", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1268, "after": 1270, "explanation": "Stars changed: 1268 → 1270.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "worth_watch", "score": 8.4, "entity_kind": "research", "verification_stage": "discovered", "type": "Research Agent", "section": "Research and Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "ML researchers running overnight or multi-day experiment loops", "Labs with Slurm or shared GPU infrastructure evaluating autonomous research agents" ], "risk_categories": [], "search_text": "xiangyue-zhang/auto-deep-researcher-24x7 xiangyue-zhang research research research gold conditional worth_watch ml researchers running overnight or multi-day experiment loops labs with slurm or shared gpu infrastructure evaluating autonomous research agents claude code", "material_mover": false }, { "id": "evt_1f30db507d752cd25bb0", "entity_id": "gh:eli-labz/third-eye", "item_url": "/item/eli-labz-third-eye/", "title": "eli-labz/Third-Eye", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 786, "after": 784, "explanation": "Stars changed: 786 → 784.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MIT production-grade OSINT", "section": "eli-labz/Third-Eye (MIT, simplifaisoul) is the", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "**Security researchers, journalists, OSINT analysts, and intelligence professionals who need a single dashboard for", "**Teams that need real-time aviation tracking** — Aviation layer aggregates OpenSky Network data (Commercial, Private" ], "risk_categories": [], "search_text": "eli-labz/third-eye eli-labz open_source security security silver medium try_now **security researchers, journalists, osint analysts, and intelligence professionals who need a single dashboard for situational awareness** — third eye is the mit production-grade osint platform **teams that need real-time aviation tracking** — aviation layer aggregates opens", "material_mover": false }, { "id": "evt_1ed812c67ea7260887ac", "entity_id": "gh:upstash/context7", "item_url": "/item/upstash-context7/", "title": "upstash/context7", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 60651, "after": 60692, "explanation": "Stars changed: 60651 → 60692.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "developer tooling teams", "AI coding workflow builders" ], "risk_categories": [], "search_text": "upstash/context7 upstash open_source other gold conditional try_now developer tooling teams ai coding workflow builders model context protocol model context protocol", "material_mover": false }, { "id": "evt_1ec74258958197fa1149", "entity_id": "gh:jd-opensource/joyai-vl-interaction", "item_url": "/item/jd-opensource-joyai-vl-interaction/", "title": "jd-opensource/JoyAI-VL-Interaction", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1716, "after": 1727, "explanation": "Stars changed: 1716 → 1727.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model", "section": "New Models", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "ML researchers studying real-time or event-driven video-language models", "video-AI teams who want a public training recipe + technical report to ground their own design" ], "risk_categories": [], "search_text": "jd-opensource/joyai-vl-interaction jd-opensource open_source other silver none watch ml researchers studying real-time or event-driven video-language models video-ai teams who want a public training recipe + technical report to ground their own design", "material_mover": false }, { "id": "evt_1ebd9ff49d45a13c0a0d", "entity_id": "gh:raullenchai/rapid-mlx", "item_url": "/item/raullenchai-rapid-mlx/", "title": "raullenchai/Rapid-MLX", "category": "inference_runtime", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "rapid-mac-v0.12.11", "after": "rapid-mac-v0.12.12", "explanation": "Version changed: rapid-mac-v0.12.11 → rapid-mac-v0.12.12.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 9.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Local AI / Inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Mac developers", "local AI users" ], "risk_categories": [], "search_text": "raullenchai/rapid-mlx raullenchai open_source inference_runtime inference_runtime gold none try_now mac developers local ai users claude code", "material_mover": false }, { "id": "evt_1eb7e50d4fdb7af1a4f4", "entity_id": "gh:trycua/cua", "item_url": "/item/trycua-cua/", "title": "trycua/cua", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 21271, "after": 21315, "explanation": "Stars changed: 21271 → 21315.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "candidate", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "trycua/cua trycua open_source other research silver high watch ai developers technical founders", "material_mover": false }, { "id": "evt_1ea09a96927121aeeeba", "entity_id": "gh:bagidea/bagidea-office", "item_url": "/item/bagidea-bagidea-office/", "title": "bagidea/bagidea-office", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.9.49", "after": "v0.9.50", "explanation": "Version changed: v0.9.49 → v0.9.50.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Desktop App", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Power users running several coding-agent sessions across active projects", "Teams experimenting with approval-aware local agent orchestration" ], "risk_categories": [ "system" ], "search_text": "bagidea/bagidea-office bagidea open_source other silver conditional worth_watch power users running several coding-agent sessions across active projects teams experimenting with approval-aware local agent orchestration anthropic claude claude code google gemini model context protocol ollama openai model context protocol", "material_mover": false }, { "id": "evt_1e87a9269a98b3b7479e", "entity_id": "gh:open-jarvis/openjarvis", "item_url": "/item/open-jarvis-openjarvis/", "title": "open-jarvis/OpenJarvis", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8556, "after": 8579, "explanation": "Stars changed: 8556 → 8579.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Framework", "section": "Local AI / Personal Agents", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "local AI users", "developers building personal agents" ], "risk_categories": [], "search_text": "open-jarvis/openjarvis open-jarvis open_source other gold conditional try_now local ai users developers building personal agents", "material_mover": false }, { "id": "evt_1e2e20c764adb73d35f5", "entity_id": "gh:significant-gravitas/autogpt", "item_url": "/item/significant-gravitas-autogpt-autogpt-platform-beta-v0-6-64/", "title": "Significant-Gravitas/AutoGPT autogpt-platform-beta-v0.6.64", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 186557, "after": 186590, "explanation": "Stars changed: 186557 → 186590.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "AI Agent Platforms", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "agent platform operators", "automation builders" ], "risk_categories": [], "search_text": "significant-gravitas/autogpt autogpt-platform-beta-v0.6.64 significant-gravitas open_source other gold conditional watch agent platform operators automation builders claude openai", "material_mover": false }, { "id": "evt_1e23e4beb51969e3a6ad", "entity_id": "gh:ray-r-ren/agent-apprenticeship", "item_url": "/item/ray-r-ren-agent-apprenticeship/", "title": "ray-r-ren/agent-apprenticeship", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1339, "after": 1338, "explanation": "Stars changed: 1339 → 1338.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent workflow learning", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "builders testing how to capture agent traces and reusable lessons from real tasks", "teams comparing structured workflow loops instead of one-shot agent demos" ], "risk_categories": [], "search_text": "ray-r-ren/agent-apprenticeship ray-r-ren open_source other silver conditional worth_watch builders testing how to capture agent traces and reusable lessons from real tasks teams comparing structured workflow loops instead of one-shot agent demos claude code openai codex", "material_mover": false }, { "id": "evt_1e1407994bfed3c536b6", "entity_id": "gh:repoprompt/repoprompt-ce", "item_url": "/item/repoprompt-repoprompt-ce/", "title": "repoprompt/repoprompt-ce", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 857, "after": 859, "explanation": "Stars changed: 857 → 859.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Mac developers using coding agents", "teams working with MCP-compatible clients" ], "risk_categories": [ "system" ], "search_text": "repoprompt/repoprompt-ce repoprompt open_source other gold conditional try_now mac developers using coding agents teams working with mcp-compatible clients model context protocol model context protocol", "material_mover": false }, { "id": "evt_1df8671ac1c3a5633365", "entity_id": "gh:compozy/compozy", "item_url": "/item/compozy-compozy/", "title": "compozy/compozy", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "AI engineering teams and platform teams who need a real MIT Go-runtime to turn Claude Code / OpenClaw / Hermes / Codex", "organizations that need a real browser-based supervisor + shared project memory + parallel loops without paying" ], "risk_categories": [ "system" ], "search_text": "compozy/compozy compozy open_source other agent_framework gold low try_now ai engineering teams and platform teams who need a real mit go-runtime to turn claude code / openclaw / hermes / codex into a coordinated agent team organizations that need a real browser-based supervisor + shared project memory + parallel loops without paying per-agent-hour tax to a", "material_mover": false }, { "id": "evt_1da8c0e7e5a9d5fc4590", "entity_id": "gh:memtensor/memos", "item_url": "/item/memtensor-memos/", "title": "MemTensor/MemOS", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10695, "after": 10708, "explanation": "Stars changed: 10695 → 10708.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Memory & Context", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "agent builders who need a structured, persistent memory layer for long-running LLM apps", "research teams looking for an arXiv-backed, open-source memory design they can extend" ], "risk_categories": [], "search_text": "memtensor/memos memtensor open_source rag_knowledge rag_knowledge gold conditional try_now agent builders who need a structured, persistent memory layer for long-running llm apps research teams looking for an arxiv-backed, open-source memory design they can extend self-hosted claude model context protocol model context protocol", "material_mover": false }, { "id": "evt_1da71dfcac39d0218a94", "entity_id": "gh:apodexai/agentharness", "item_url": "/item/apodexai-agentharness/", "title": "ApodexAI/AgentHarness", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 380, "after": 381, "explanation": "Stars changed: 380 → 381.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.8, "entity_kind": "research", "verification_stage": "discovered", "type": "Public eval harness for the", "section": "Deep-Research Eval Harness (ReAct, 9 Benchmarks)", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI researchers, deep-research agent developers, AI-curious readers, and any developer benchmarking deep-research", "Engineering teams that want a reproducible deep-research eval harness -- the standard ReAct setup + per-question" ], "risk_categories": [], "search_text": "apodexai/agentharness apodexai research research research silver low try_now ai researchers, deep-research agent developers, ai-curious readers, and any developer benchmarking deep-research agents on public benchmarks -- and who can pair apodexai/agentharness with `uv` for engineering teams that want a reproducible deep-research eval harness -- the standard", "material_mover": false }, { "id": "evt_1d77f9c00b32f08ee1be", "entity_id": "gh:outsourc-e/hermes-workspace", "item_url": "/item/outsourc-e-hermes-workspace/", "title": "outsourc-e/hermes-workspace", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6403, "after": 6419, "explanation": "Stars changed: 6403 → 6419.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent workspaces", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.1, "best_for": [ "Hermes users who want a real control plane instead of terminal-only operation", "teams running multi-step agent workflows and needing better visibility into jobs, memory, and tools" ], "risk_categories": [ "system" ], "search_text": "outsourc-e/hermes-workspace outsourc-e open_source other gold medium try_now hermes users who want a real control plane instead of terminal-only operation teams running multi-step agent workflows and needing better visibility into jobs, memory, and tools", "material_mover": false }, { "id": "evt_1d66b15dd1fde78187fd", "entity_id": "gh:jfarcand/mirroir-mcp", "item_url": "/item/jfarcand-mirroir-mcp/", "title": "jfarcand/mirroir-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 173, "after": 180, "explanation": "Stars changed: 173 → 180.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "mobile QA engineers who want an AI agent to drive a real iPhone for hands-on testing instead of a simulator", "AI builders who want an MCP-native way to expose mobile-device actions to coding and automation agents" ], "risk_categories": [], "search_text": "jfarcand/mirroir-mcp jfarcand open_source other silver conditional try_now mobile qa engineers who want an ai agent to drive a real iphone for hands-on testing instead of a simulator ai builders who want an mcp-native way to expose mobile-device actions to coding and automation agents model context protocol model context protocol", "material_mover": false }, { "id": "evt_1d42fd93e10510aa674c", "entity_id": "gh:kunchenguid/firstmate", "item_url": "/item/kunchenguid-firstmate/", "title": "kunchenguid/firstmate", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3353, "after": 3488, "explanation": "Stars changed: 3353 → 3488.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Crew Orchestrator", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Advanced developers running several coding-agent tasks in parallel", "Teams that want separate worktrees and visible tmux sessions for each agent task" ], "risk_categories": [ "system" ], "search_text": "kunchenguid/firstmate kunchenguid open_source coding_agent coding_agent gold conditional try_now advanced developers running several coding-agent tasks in parallel teams that want separate worktrees and visible tmux sessions for each agent task", "material_mover": true }, { "id": "evt_1d04de4d130d9848b461", "entity_id": "gh:genesis-embodied-ai/genesis-world", "item_url": "/item/genesis-embodied-ai-genesis-world/", "title": "Genesis-Embodied-AI/genesis-world", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.3.2", "after": "v1.3.3", "explanation": "Version changed: v1.3.2 → v1.3.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Robotics simulation and embodied AI tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 5.0, "best_for": [ "robotics teams building simulation-heavy training or evaluation workflows", "researchers comparing modern GPU-first simulation stacks" ], "risk_categories": [], "search_text": "genesis-embodied-ai/genesis-world genesis-embodied-ai open_source other gold none try_now robotics teams building simulation-heavy training or evaluation workflows researchers comparing modern gpu-first simulation stacks", "material_mover": false }, { "id": "evt_1c9a151a5b8e1529c85f", "entity_id": "gh:wenyuchiou/awesome-agentic-ai-zh", "item_url": "/item/wenyuchiou-awesome-agentic-ai-zh/", "title": "WenyuChiou/awesome-agentic-ai-zh", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5183, "after": 5207, "explanation": "Stars changed: 5183 → 5207.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Agentic AI Learning Roadmap / Resource Library", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI builder learners who want a structured, MIT-licensed trilingual 8-stage curriculum from LLM basics to multi-agent", "Instructors and team leads who need a single agentic-AI learning roadmap that works in Traditional Chinese, Simplified" ], "risk_categories": [ "system" ], "search_text": "wenyuchiou/awesome-agentic-ai-zh wenyuchiou open_source other silver low try_now ai builder learners who want a structured, mit-licensed trilingual 8-stage curriculum from llm basics to multi-agent systems with 240+ curated resources instructors and team leads who need a single agentic-ai learning roadmap that works in traditional chinese, simplified chinese", "material_mover": false }, { "id": "evt_1c77b3af396c3ac7c42c", "entity_id": "gh:google-antigravity/antigravity-sdk-python", "item_url": "/item/google-antigravity-antigravity-sdk-python/", "title": "google-antigravity/antigravity-sdk-python", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2968, "after": 2987, "explanation": "Stars changed: 2968 → 2987.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agent / SDK", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI engineers and agent builders who want a Google-maintained Python SDK for building production AI agents", "Platform teams who need MCP, Vertex AI integration, and a compiled runtime on Apache-2.0" ], "risk_categories": [], "search_text": "google-antigravity/antigravity-sdk-python google-antigravity open_source other gold low try_now ai engineers and agent builders who want a google-maintained python sdk for building production ai agents platform teams who need mcp, vertex ai integration, and a compiled runtime on apache-2.0 google gemini model context protocol model context protocol", "material_mover": false }, { "id": "evt_1c64521bf123730d1a05", "entity_id": "gh:deusdata/codebase-memory-mcp", "item_url": "/item/deusdata-codebase-memory-mcp/", "title": "DeusData/codebase-memory-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 38687, "after": 38822, "explanation": "Stars changed: 38687 → 38822.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "software developers", "AI coding-agent users" ], "risk_categories": [ "sensitive", "account" ], "search_text": "deusdata/codebase-memory-mcp deusdata open_source other silver conditional watch software developers ai coding-agent users claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_1c4b7a71f3a06360e37d", "entity_id": "gh:agno-agi/agno", "item_url": "/item/agno-agi-agno/", "title": "agno-agi/agno", "category": "agent_framework", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v3.0.0a1", "after": "v2.9.0", "explanation": "Version changed: v3.0.0a1 → v2.9.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "backend builders", "automation teams" ], "risk_categories": [], "search_text": "agno-agi/agno agno-agi open_source agent_framework agent_framework gold conditional try_now backend builders automation teams", "material_mover": false }, { "id": "evt_1c3eeb6856359ec2cf72", "entity_id": "gh:moonshotai/checkpoint-engine", "item_url": "/item/moonshotai-checkpoint-engine/", "title": "MoonshotAI/checkpoint-engine", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Inference & Serving", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "AI research teams and post-training engineers running RLHF / GRPO / RL fine-tuning against Kimi-K2 (1T params) or", "inference-platform teams adding capacity to a serving fleet without dropping in-flight requests (P2P path via" ], "risk_categories": [], "search_text": "moonshotai/checkpoint-engine moonshotai open_source other gold low try_now ai research teams and post-training engineers running rlhf / grpo / rl fine-tuning against kimi-k2 (1t params) or similarly large open-weight models on a multi-gpu / multi-node cluster inference-platform teams adding capacity to a serving fleet without dropping in-flight requests (p2p", "material_mover": false }, { "id": "evt_1c0fb79863fca189e1bc", "entity_id": "gh:memodb-io/acontext", "item_url": "/item/memodb-io-acontext/", "title": "memodb-io/Acontext", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3666, "after": 3668, "explanation": "Stars changed: 3666 → 3668.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Agent Memory and Skills", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent builders who need an Apache-2.0-licensed, open-source context-data platform that turns agent skills and", "platform engineering teams who want an OSS agent-memory backend that captures skill state, context, and learning" ], "risk_categories": [], "search_text": "memodb-io/acontext memodb-io open_source other gold low try_now ai agent builders who need an apache-2.0-licensed, open-source context-data platform that turns agent skills and self-evolving memory into a first-class runtime layer for ai agents platform engineering teams who want an oss agent-memory backend that captures skill state, context, and learning ac", "material_mover": false }, { "id": "evt_1bb8b128adf2d04be75d", "entity_id": "gh:microsoft/presidio", "item_url": "/item/microsoft-presidio/", "title": "microsoft/presidio", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10459, "after": 10470, "explanation": "Stars changed: 10459 → 10470.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "Security / Privacy", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI builders who need to scrub PII before sending text to LLMs or storing it in vector stores", "security and privacy teams that want a self-hostable PII detection layer with pluggable recognizers" ], "risk_categories": [ "sensitive" ], "search_text": "microsoft/presidio microsoft open_source security security silver conditional try_now ai builders who need to scrub pii before sending text to llms or storing it in vector stores security and privacy teams that want a self-hostable pii detection layer with pluggable recognizers", "material_mover": false }, { "id": "evt_1b9b39e42a3761700558", "entity_id": "gh:atomicbot-ai/atomic-chat", "item_url": "/item/atomicbot-ai-atomic-chat/", "title": "AtomicBot-ai/Atomic-Chat", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1252, "after": 1259, "explanation": "Stars changed: 1252 → 1259.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local AI apps", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 7.2, "best_for": [ "developers who want a private local-model app with a reusable OpenAI-compatible localhost endpoint", "teams evaluating on-device AI before routing sensitive work through a hosted provider" ], "risk_categories": [ "sensitive" ], "search_text": "atomicbot-ai/atomic-chat atomicbot-ai open_source other inference_runtime gold conditional try_now developers who want a private local-model app with a reusable openai-compatible localhost endpoint teams evaluating on-device ai before routing sensitive work through a hosted provider self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_1b7606d77485a1e8b959", "entity_id": "gh:safishamsi/graphify", "item_url": "/item/safishamsi-graphify/", "title": "safishamsi/graphify", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.9.41", "after": "v0.9.42", "explanation": "Version changed: v0.9.41 → v0.9.42.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "RAG / Knowledge Graphs", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI coding-agent users", "large-codebase maintainers" ], "risk_categories": [], "search_text": "safishamsi/graphify safishamsi open_source other gold conditional try_now ai coding-agent users large-codebase maintainers claude code google gemini model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_1b57f868769a25b84063", "entity_id": "gh:kennethkhoocy/lit-review-orchestrator", "item_url": "/item/kennethkhoocy-lit-review-orchestrator/", "title": "kennethkhoocy/lit-review-orchestrator", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 76, "after": 75, "explanation": "Stars changed: 76 → 75.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Productivity", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "researchers building faster bibliography workflows", "students who want citation help with stronger verification" ], "risk_categories": [], "search_text": "kennethkhoocy/lit-review-orchestrator kennethkhoocy open_source other silver medium worth_watch researchers building faster bibliography workflows students who want citation help with stronger verification", "material_mover": false }, { "id": "evt_1b3a576e523d4cb11a63", "entity_id": "gh:ath-maas/pixelle-video", "item_url": "/item/ath-maas-pixelle-video/", "title": "ATH-MaaS/Pixelle-Video", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 26692, "after": 26722, "explanation": "Stars changed: 26692 → 26722.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "Media automation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Content creators who want a topic-to-video pipeline with ComfyUI or RunningHub backends", "Teams comparing Pixelle-Video against MoneyPrinterTurbo and NarratoAI for short-form automation" ], "risk_categories": [], "search_text": "ath-maas/pixelle-video ath-maas open_source other silver conditional worth_watch content creators who want a topic-to-video pipeline with comfyui or runninghub backends teams comparing pixelle-video against moneyprinterturbo and narratoai for short-form automation", "material_mover": false }, { "id": "evt_1b37eb9e67792016871d", "entity_id": "gh:boogu-project/boogu-image", "item_url": "/item/boogu-project-boogu-image/", "title": "boogu-project/Boogu-Image", "category": "model", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 947, "after": 948, "explanation": "Stars changed: 947 → 948.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model", "section": "Image Generation / Editing", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "image-tool builders", "creators" ], "risk_categories": [], "search_text": "boogu-project/boogu-image boogu-project open_source model model gold conditional watch image-tool builders creators", "material_mover": false }, { "id": "evt_1b0569910f317137699d", "entity_id": "gh:egonex-ai/understand-anything", "item_url": "/item/egonex-ai-understand-anything/", "title": "Egonex-AI/Understand-Anything", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 79094, "after": 79217, "explanation": "Stars changed: 79094 → 79217.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "developers joining large or unfamiliar codebases", "teams pairing coding agents with internal docs" ], "risk_categories": [], "search_text": "egonex-ai/understand-anything egonex-ai open_source other rag_knowledge gold conditional try_now developers joining large or unfamiliar codebases teams pairing coding agents with internal docs claude code openai codex", "material_mover": false }, { "id": "evt_1a7cbbee76e048c2ff7c", "entity_id": "gh:hyhmrright/brooks-lint", "item_url": "/item/hyhmrright-brooks-lint/", "title": "hyhmrright/brooks-lint", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1299, "after": 1300, "explanation": "Stars changed: 1299 → 1300.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "coding_agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [], "search_text": "hyhmrright/brooks-lint hyhmrright open_source coding_agent coding_agent gold none try_now software engineers developer-tool teams claude claude code", "material_mover": false }, { "id": "evt_1a7ca24af56c405d3c55", "entity_id": "gh:ogulcancelik/herdr", "item_url": "/item/ogulcancelik-herdr/", "title": "ogulcancelik/herdr", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 28168, "after": 28625, "explanation": "Stars changed: 28168 → 28625.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Agent Ops / Terminal", "local_ai": true, "local_model_compatible": true, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "developers running multiple coding agents", "agent-heavy terminal users" ], "risk_categories": [ "system" ], "search_text": "ogulcancelik/herdr ogulcancelik open_source coding_agent coding_agent silver medium watch developers running multiple coding agents agent-heavy terminal users claude code openai codex", "material_mover": false }, { "id": "evt_1a557f20490e56ec28f6", "entity_id": "gh:volcengine/verl", "item_url": "/item/volcengine-verl/", "title": "volcengine/verl", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 22932, "after": 22949, "explanation": "Stars changed: 22932 → 22949.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "RLHF and post-training infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 4.9, "best_for": [ "ML engineers running RLHF or GRPO style post-training", "teams comparing open post-training stacks instead of building custom orchestration" ], "risk_categories": [], "search_text": "volcengine/verl volcengine open_source other gold conditional try_now ml engineers running rlhf or grpo style post-training teams comparing open post-training stacks instead of building custom orchestration", "material_mover": false }, { "id": "evt_1a1c580fd5c4c9a901ae", "entity_id": "gh:supermemoryai/supermemory", "item_url": "/item/supermemoryai-supermemory/", "title": "supermemoryai/supermemory", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 28877, "after": 28900, "explanation": "Stars changed: 28877 → 28900.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "open_source_framework", "section": "tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI builders who want a single multi-language memory substrate", "Teams operating memory between web, Node, Python, iOS, and Android clients" ], "risk_categories": [], "search_text": "supermemoryai/supermemory supermemoryai open_source other gold none try_now ai builders who want a single multi-language memory substrate teams operating memory between web, node, python, ios, and android clients postgresql", "material_mover": false }, { "id": "evt_1a059abf981927480b63", "entity_id": "gh:kenn-io/agentsview", "item_url": "/item/kenn-io-agentsview/", "title": "kenn-io/agentsview", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4789, "after": 4817, "explanation": "Stars changed: 4789 → 4817.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "coding-agent users", "engineering managers" ], "risk_categories": [ "account" ], "search_text": "kenn-io/agentsview kenn-io open_source other gold conditional try_now coding-agent users engineering managers", "material_mover": false }, { "id": "evt_1a041a3c81f86e2de02c", "entity_id": "gh:crewaiinc/crewai", "item_url": "/item/crewaiinc-crewai/", "title": "CrewAIInc/crewAI", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 56989, "after": 57042, "explanation": "Stars changed: 56989 → 57042.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "AI Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.2, "best_for": [ "agent builders", "workflow automation teams" ], "risk_categories": [], "search_text": "crewaiinc/crewai crewaiinc open_source agent_framework agent_framework gold conditional try_now agent builders workflow automation teams", "material_mover": false }, { "id": "evt_19f10f1d7beb435ee48a", "entity_id": "gh:webbrain-one/webbrain", "item_url": "/item/webbrain-one-webbrain/", "title": "webbrain-one/webbrain", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 726, "after": 746, "explanation": "Stars changed: 726 → 746.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Browser agents", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.9, "best_for": [ "power users who want local or bring-your-own-model browser assistance", "developers comparing browser-extension agent designs against desktop or remote-browser approaches" ], "risk_categories": [], "search_text": "webbrain-one/webbrain webbrain-one open_source other gold conditional try_now power users who want local or bring-your-own-model browser assistance developers comparing browser-extension agent designs against desktop or remote-browser approaches", "material_mover": false }, { "id": "evt_19ba2eab591181a58737", "entity_id": "gh:withkynam/vibecode-pro-max-kit", "item_url": "/item/withkynam-vibecode-pro-max-kit/", "title": "withkynam/vibecode-pro-max-kit", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1066, "after": 1065, "explanation": "Stars changed: 1066 → 1065.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Coding Agent Skill", "section": "MIT Spec-Driven Coding-Agent Kit (RIPER-5) — 7", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "withkynam/vibecode-pro-max-kit withkynam open_source other gold low try_now ai developers technical founders anthropic claude claude code openai openai codex", "material_mover": false }, { "id": "evt_198b726c84702b1a7901", "entity_id": "gh:obot-platform/obot", "item_url": "/item/obot-platform-obot/", "title": "obot-platform/obot", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 940, "after": 941, "explanation": "Stars changed: 940 → 941.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "platform teams", "MCP early adopters" ], "risk_categories": [ "sensitive", "account" ], "search_text": "obot-platform/obot obot-platform open_source other gold conditional try_now platform teams mcp early adopters model context protocol model context protocol", "material_mover": false }, { "id": "evt_195ddb6780abd5bfe4f7", "entity_id": "gh:triggerdotdev/trigger.dev", "item_url": "/item/triggerdotdev-trigger-dev/", "title": "triggerdotdev/trigger.dev", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v4.5.10", "after": "v4.5.11", "explanation": "Version changed: v4.5.10 → v4.5.11.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Workflow Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Product teams building AI workflows that need production scheduling", "Platform teams standardizing background task execution for agents and automations" ], "risk_categories": [], "search_text": "triggerdotdev/trigger.dev triggerdotdev open_source other gold low try_now product teams building ai workflows that need production scheduling platform teams standardizing background task execution for agents and automations serverless model context protocol model context protocol", "material_mover": false }, { "id": "evt_1951e14182ced4202b92", "entity_id": "gh:marvkr/better-design", "item_url": "/item/marvkr-better-design/", "title": "marvkr/better-design", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 197, "after": 198, "explanation": "Stars changed: 197 → 198.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Design MCP", "section": "MIT Design MCP Server + AI Design-System", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "marvkr/better-design marvkr open_source other silver low try_now ai developers technical founders claude code", "material_mover": false }, { "id": "evt_1938752fac55ad117c50", "entity_id": "gh:hoophq/hoop", "item_url": "/item/hoophq-hoop/", "title": "hoophq/hoop", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 781, "after": 780, "explanation": "Stars changed: 781 → 780.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Access gateways", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "platform teams deciding how AI agents should reach databases and APIs safely", "builders adding approval and redaction layers around MCP or agent-driven infrastructure access" ], "risk_categories": [ "sensitive", "system" ], "search_text": "hoophq/hoop hoophq open_source other silver medium worth_watch platform teams deciding how ai agents should reach databases and apis safely builders adding approval and redaction layers around mcp or agent-driven infrastructure access model context protocol model context protocol", "material_mover": false }, { "id": "evt_1937fec95e16a0027a76", "entity_id": "gh:professorpalmer/puppetmaster", "item_url": "/item/professorpalmer-puppetmaster/", "title": "professorpalmer/Puppetmaster", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 310, "after": 313, "explanation": "Stars changed: 310 → 313.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Orchestrator", "section": "Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers orchestrating multiple coding-agent CLIs on the same project", "Platform teams comparing provider-neutral swarm control patterns" ], "risk_categories": [], "search_text": "professorpalmer/puppetmaster professorpalmer open_source other gold conditional try_now developers orchestrating multiple coding-agent clis on the same project platform teams comparing provider-neutral swarm control patterns claude code openai codex", "material_mover": false }, { "id": "evt_193023863d1dafd56998", "entity_id": "gh:esengine/deepseek-reasonix", "item_url": "/item/esengine-deepseek-reasonix/", "title": "esengine/DeepSeek-Reasonix", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 34163, "after": 34444, "explanation": "Stars changed: 34163 → 34444.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI coding-agent users", "DeepSeek users" ], "risk_categories": [ "system" ], "search_text": "esengine/deepseek-reasonix esengine open_source other gold conditional watch ai coding-agent users deepseek users", "material_mover": false }, { "id": "evt_19079d8ed8d465d4e636", "entity_id": "gh:kvcache-ai/ktransformers", "item_url": "/item/kvcache-ai-ktransformers/", "title": "kvcache-ai/ktransformers", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 19228, "after": 19232, "explanation": "Stars changed: 19228 → 19232.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Hybrid CPU/GPU LLM inference and fine-tuning", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 4.9, "best_for": [ "developers tuning local LLM inference on mixed CPU/GPU hardware", "teams evaluating open local-model stacks before committing to a hosted provider" ], "risk_categories": [], "search_text": "kvcache-ai/ktransformers kvcache-ai open_source other gold none try_now developers tuning local llm inference on mixed cpu/gpu hardware teams evaluating open local-model stacks before committing to a hosted provider", "material_mover": false }, { "id": "evt_18dc28ec23bf25cab991", "entity_id": "gh:vectifyai/pageindex", "item_url": "/item/vectifyai-pageindex/", "title": "VectifyAI/PageIndex", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.3.0.dev3", "after": "v0.2.10.dev1", "explanation": "Version changed: v0.3.0.dev3 → v0.2.10.dev1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "RAG / Document AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI RAG builders who need a vectorless reasoning-based retrieval layer with hierarchical tree indexing for long", "professional-services AI teams (legal, financial, medical, engineering) who need explainable, traceable retrieval" ], "risk_categories": [ "impact" ], "search_text": "vectifyai/pageindex vectifyai open_source rag_knowledge rag_knowledge gold low try_now ai rag builders who need a vectorless reasoning-based retrieval layer with hierarchical tree indexing for long professional documents professional-services ai teams (legal, financial, medical, engineering) who need explainable, traceable retrieval without similarity-search", "material_mover": false }, { "id": "evt_18c209f162634c6bb82d", "entity_id": "gh:google-gemini/gemini-cli", "item_url": "/item/google-gemini-gemini-cli/", "title": "google-gemini/gemini-cli", "category": "coding_agent", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.56.0-nightly.20260812.g5024443c7", "after": "v0.56.0-nightly.20260813.g1ac337739", "explanation": "Version changed: v0.56.0-nightly.20260812.g5024443c7 → v0.56.0-nightly.20260813.g1ac337739.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.1, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "developers", "coding-agent users" ], "risk_categories": [ "system", "account" ], "search_text": "google-gemini/gemini-cli google-gemini open_source coding_agent coding_agent gold conditional try_now developers coding-agent users", "material_mover": false }, { "id": "evt_18bcbd096b429257e28b", "entity_id": "gh:gaarazhu/gate", "item_url": "/item/gaarazhu-gate/", "title": "GaaraZhu/gate", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 215, "after": 216, "explanation": "Stars changed: 215 → 216.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Privacy / Guardrails", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "security teams", "privacy-conscious AI builders" ], "risk_categories": [ "sensitive" ], "search_text": "gaarazhu/gate gaarazhu open_source security security gold conditional try_now security teams privacy-conscious ai builders model context protocol model context protocol", "material_mover": false }, { "id": "evt_18a1f443558c8bbee91e", "entity_id": "gh:therealyt/git-knife", "item_url": "/item/therealyt-git-knife/", "title": "TheRealYT/git-knife", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "v0.2.0", "explanation": "Version changed: not recorded → v0.2.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "OSS maintainers cleaning up after agent-generated commits", "teams rebasing AI-generated work onto clean commit histories" ], "risk_categories": [], "search_text": "therealyt/git-knife therealyt open_source other silver medium try_now oss maintainers cleaning up after agent-generated commits teams rebasing ai-generated work onto clean commit histories", "material_mover": false }, { "id": "evt_18954026b6733834e8d8", "entity_id": "gh:git-ai-project/git-ai", "item_url": "/item/git-ai-project-git-ai/", "title": "git-ai-project/git-ai", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2443, "after": 2455, "explanation": "Stars changed: 2443 → 2455.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.53, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "git-ai-project/git-ai git-ai-project open_source other other silver none watch ai developers technical founders", "material_mover": false }, { "id": "evt_188a8db165902f54bea5", "entity_id": "gh:achiya-automation/safari-mcp", "item_url": "/item/achiya-automation-safari-mcp/", "title": "achiya-automation/safari-mcp", "category": "mcp_infrastructure", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 164, "after": 167, "explanation": "Stars changed: 164 → 167.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Browser / Computer Use", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Mac developers", "browser-agent builders" ], "risk_categories": [ "account" ], "search_text": "achiya-automation/safari-mcp achiya-automation open_source mcp_infrastructure mcp_infrastructure gold conditional try_now mac developers browser-agent builders claude claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_185505aa428f1d6a1c7b", "entity_id": "gh:bitjaru/styleseed", "item_url": "/item/bitjaru-styleseed/", "title": "bitjaru/styleseed", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 884, "after": 889, "explanation": "Stars changed: 884 → 889.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Design Engine", "section": "AI Coding", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "AI agent developers and AI coders who use Claude Code / Codex / Cursor to generate UI and need a design-judgment layer", "Designers, founders, and product teams who want a `STYLESEED.md` lock that writes the project's skin, key color" ], "risk_categories": [], "search_text": "bitjaru/styleseed bitjaru open_source creative_tool creative_tool gold conditional try_now ai agent developers and ai coders who use claude code / codex / cursor to generate ui and need a design-judgment layer that prevents the 'ai ui that looks generated' trap (default indigo gradient designers, founders, and product teams who want a `styleseed.md` lock tha", "material_mover": false }, { "id": "evt_184b33ecc5f989a9ec21", "entity_id": "gh:virgiliojr94/book-to-skill", "item_url": "/item/virgiliojr94-book-to-skill/", "title": "virgiliojr94/book-to-skill", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 20796, "after": 21163, "explanation": "Stars changed: 20796 → 21163.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Agent Skills", "section": "MIT Book / Document / RFC to Agent Skill", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "virgiliojr94/book-to-skill virgiliojr94 open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_184acc55dc81993f6112", "entity_id": "gh:q00/ouroboros", "item_url": "/item/q00-ouroboros/", "title": "Q00/ouroboros", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.51.2", "after": "v0.51.4", "explanation": "Version changed: v0.51.2 → v0.51.4.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.5, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "q00/ouroboros q00 open_source other silver high watch ai developers technical founders claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_1842a20da100e241144d", "entity_id": "gh:aurekaresearch/opendde", "item_url": "/item/aurekaresearch-opendde/", "title": "aurekaresearch/OpenDDE", "category": "model", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 405, "after": 407, "explanation": "Stars changed: 405 → 407.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 open-source all-atom", "section": "Open-Source Biomolecular Foundation Model for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Drug-discovery teams, structural-bioinformatics teams, AI/ML teams working on protein design, biotech founders", "Drug-discovery teams that want AlphaFold3-class all-atom co-folding for proteina + small molecule + nucleic acid (not" ], "risk_categories": [], "search_text": "aurekaresearch/opendde aurekaresearch open_source model model gold conditional try_now drug-discovery teams, structural-bioinformatics teams, ai/ml teams working on protein design, biotech founders, ai-curious readers tracking open biomolecular-ai, and any developer wiring an ai drug-discovery teams that want alphafold3-class all-atom co-folding for proteina", "material_mover": false }, { "id": "evt_17f9d99970be8df2d908", "entity_id": "gh:zhnt/loushang", "item_url": "/item/zhnt-loushang/", "title": "zhnt/loushang", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1100, "after": 1116, "explanation": "Stars changed: 1100 → 1116.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Method-Native AI", "section": "Apache-2.0 Method-Native AI Work System —", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "zhnt/loushang zhnt open_source other silver low try_now ai developers technical founders claude claude code openai codex", "material_mover": false }, { "id": "evt_17f95b2b9f883037b3ed", "entity_id": "gh:wildlifechorus/condenseit", "item_url": "/item/wildlifechorus-condenseit/", "title": "wildlifechorus/condenseit", "category": "business_workflow", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 77, "after": 78, "explanation": "Stars changed: 77 → 78.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Product", "section": "Monitoring / Digests", "local_ai": true, "local_model_compatible": true, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Researchers and builders who want a self-hosted daily brief across many technical sources", "Local-AI users who prefer Ollama or another private OpenAI-compatible endpoint" ], "risk_categories": [], "search_text": "wildlifechorus/condenseit wildlifechorus open_source business_workflow business_workflow silver conditional try_now researchers and builders who want a self-hosted daily brief across many technical sources local-ai users who prefer ollama or another private openai-compatible endpoint", "material_mover": false }, { "id": "evt_177f9635b9f547bf8362", "entity_id": "gh:sonarsource/sonarqube-mcp-server", "item_url": "/item/sonarsource-sonarqube-mcp-server-1-19-0-2785/", "title": "SonarSource/sonarqube-mcp-server 1.19.0.2785", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 620, "after": 623, "explanation": "Stars changed: 620 → 623.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Security & Reliability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.2, "best_for": [ "platform teams adding AI workflows to code review", "security-conscious engineering teams" ], "risk_categories": [], "search_text": "sonarsource/sonarqube-mcp-server 1.19.0.2785 sonarsource open_source other silver conditional watch platform teams adding ai workflows to code review security-conscious engineering teams model context protocol model context protocol", "material_mover": false }, { "id": "evt_1736f2fceba132b8408a", "entity_id": "gh:narumiruna/pi-extensions", "item_url": "/item/narumiruna-pi-extensions/", "title": "narumiruna/pi-extensions", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "@narumitw/pi-workflow@0.2.0", "after": "@narumitw/pi-worktree@0.51.0", "explanation": "Version changed: @narumitw/pi-workflow@0.2.0 → @narumitw/pi-worktree@0.51.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "AI tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Pi Coding Agent users who want a richer terminal statusline than the default footer (`pi install", "Pi users who want agent delegation with single / parallel / chained execution modes (`pi install" ], "risk_categories": [ "system" ], "search_text": "narumiruna/pi-extensions narumiruna open_source other gold low try_now pi coding agent users who want a richer terminal statusline than the default footer (`pi install npm:@narumitw/pi-statusline`) pi users who want agent delegation with single / parallel / chained execution modes (`pi install npm:@narumitw/pi-subagents`) openai codex", "material_mover": false }, { "id": "evt_16fc100cbbdecce84f22", "entity_id": "gh:fastrepl/anarlog", "item_url": "/item/fastrepl-anarlog/", "title": "fastrepl/anarlog", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9035, "after": 9045, "explanation": "Stars changed: 9035 → 9045.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": true, "local_model_compatible": true, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive", "account" ], "search_text": "fastrepl/anarlog fastrepl open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_16dd5c81b6ee9572f481", "entity_id": "gh:nimbalyst/nimbalyst", "item_url": "/item/nimbalyst-nimbalyst/", "title": "nimbalyst/nimbalyst", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1467, "after": 1476, "explanation": "Stars changed: 1467 → 1476.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Coding-agent workspaces", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 7.2, "best_for": [ "developers coordinating multiple coding-agent sessions in parallel", "product or design teams that want visual review instead of terminal-only agent output" ], "risk_categories": [ "system" ], "search_text": "nimbalyst/nimbalyst nimbalyst open_source other gold conditional try_now developers coordinating multiple coding-agent sessions in parallel product or design teams that want visual review instead of terminal-only agent output claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_16c51d7ef0f8add3b63a", "entity_id": "gh:aouicher/graphmind", "item_url": "/item/aouicher-graphmind/", "title": "aouicher/graphmind", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 199, "after": 200, "explanation": "Stars changed: 199 → 200.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "aouicher/graphmind aouicher open_source other gold none try_now ai developers technical founders claude claude code model context protocol model context protocol", "material_mover": false }, { "id": "evt_1675d8b0d83e827a1e09", "entity_id": "gh:github/copilot-sdk", "item_url": "/item/github-copilot-sdk/", "title": "github/copilot-sdk", "category": "agent_framework", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "java/v1.0.10-preview.0", "after": "v1.0.11-preview.2", "explanation": "Version changed: java/v1.0.10-preview.0 → v1.0.11-preview.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "agent_framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [], "search_text": "github/copilot-sdk github open_source agent_framework agent_framework gold low try_now agent builders ai platform engineers", "material_mover": false }, { "id": "evt_16515fb3f82b39ea7bf2", "entity_id": "gh:mukul975/cve-mcp-server", "item_url": "/item/mukul975-cve-mcp-server/", "title": "mukul975/cve-mcp-server", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1126, "after": 1132, "explanation": "Stars changed: 1126 → 1132.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Production-grade MCP server for", "section": "Apache-2.0 production-grade MCP server giving", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Security and DevOps teams that need to triage CVEs in volume: mukul975/cve-mcp-server is the Apache-2.0", "Security teams that need a one-call `triage_cve` orchestrator that fans out to every relevant source in parallel and" ], "risk_categories": [], "search_text": "mukul975/cve-mcp-server mukul975 open_source other gold medium try_now security and devops teams that need to triage cves in volume: mukul975/cve-mcp-server is the apache-2.0 production-grade mcp server that turns ai agents into full-spectrum security analysts by security teams that need a one-call `triage_cve` orchestrator that fans out to every relevant so", "material_mover": false }, { "id": "evt_163d08f03c6a65fb3024", "entity_id": "gh:primeintellect-ai/prime-agent", "item_url": "/item/primeintellect-ai-prime-agent/", "title": "PrimeIntellect-ai/prime-agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14795, "after": 15385, "explanation": "Stars changed: 14795 → 15385.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Agent Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "builders of long-running autonomous coding workflows who want a runtime that improves itself across runs", "model-serving teams evaluating self-improvement techniques for coding agents" ], "risk_categories": [], "search_text": "primeintellect-ai/prime-agent primeintellect-ai open_source other gold conditional try_now builders of long-running autonomous coding workflows who want a runtime that improves itself across runs model-serving teams evaluating self-improvement techniques for coding agents", "material_mover": true }, { "id": "evt_1621ea6c6e052262e27a", "entity_id": "gh:gptme/gptme", "item_url": "/item/gptme-gptme/", "title": "gptme/gptme", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.32.2.dev20260810", "after": "v0.32.2.dev20260813", "explanation": "Version changed: v0.32.2.dev20260810 → v0.32.2.dev20260813.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "gptme/gptme gptme open_source other silver high watch ai developers technical founders anthropic openai", "material_mover": false }, { "id": "evt_16120375f12df6f7222d", "entity_id": "gh:beizhu-1209/aihelms", "item_url": "/item/beizhu-1209-aihelms/", "title": "beizhu-1209/AIHelms", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 947, "after": 957, "explanation": "Stars changed: 947 → 957.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "Internal AI platform teams building a governed gateway in front of multiple model providers", "IT and security teams that need identity, budgeting, and audit controls around employee AI usage" ], "risk_categories": [], "search_text": "beizhu-1209/aihelms beizhu-1209 open_source other silver conditional worth_watch internal ai platform teams building a governed gateway in front of multiple model providers it and security teams that need identity, budgeting, and audit controls around employee ai usage docker claude model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_16026c516dd70bd66412", "entity_id": "gh:piebald-ai/tweakcc", "item_url": "/item/piebald-ai-tweakcc/", "title": "Piebald-AI/tweakcc", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2420, "after": 2424, "explanation": "Stars changed: 2420 → 2424.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Developer Tools / AI-Engineering", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI power users who want to tune Claude Code's behavior without forking the upstream prompt", "Prompt engineers authoring custom toolsets and input-pattern handlers for Claude Code" ], "risk_categories": [], "search_text": "piebald-ai/tweakcc piebald-ai open_source other gold low try_now ai power users who want to tune claude code's behavior without forking the upstream prompt prompt engineers authoring custom toolsets and input-pattern handlers for claude code anthropic claude code", "material_mover": false }, { "id": "evt_15fe4eb8d983d76763ca", "entity_id": "gh:cloudflare/claude-managed-agents", "item_url": "/item/cloudflare-claude-managed-agents/", "title": "cloudflare/claude-managed-agents", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 267, "after": 268, "explanation": "Stars changed: 267 → 268.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "worth_watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Control Plane", "section": "Developer Infra", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Platform teams designing controlled Anthropic agent environments", "Infra and security teams that need egress policy, observability, and private-service access around agent runs" ], "risk_categories": [ "sensitive", "system", "account" ], "search_text": "cloudflare/claude-managed-agents cloudflare open_source agent_framework agent_framework gold medium worth_watch platform teams designing controlled anthropic agent environments infra and security teams that need egress policy, observability, and private-service access around agent runs", "material_mover": false }, { "id": "evt_15f7c86169328fd802c6", "entity_id": "gh:diffusionstudio/lottie", "item_url": "/item/diffusionstudio-lottie/", "title": "diffusionstudio/lottie", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5204, "after": 5211, "explanation": "Stars changed: 5204 → 5211.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Text-to-Lottie Framework /", "section": "MIT Text-to-Lottie Framework for Claude Code /", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "technical creators", "product teams" ], "risk_categories": [], "search_text": "diffusionstudio/lottie diffusionstudio open_source creative_tool creative_tool gold low try_now technical creators product teams", "material_mover": false }, { "id": "evt_15e02d0e0fcabea1a6e4", "entity_id": "gh:google-research/timesfm", "item_url": "/item/google-research-timesfm/", "title": "google-research/timesfm", "category": "model", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 27300, "after": 27304, "explanation": "Stars changed: 27300 → 27304.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model", "section": "New Models", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "ML teams with time-series forecasting workloads", "engineering teams testing model baselines for demand or capacity planning" ], "risk_categories": [], "search_text": "google-research/timesfm google-research open_source model model silver conditional watch ml teams with time-series forecasting workloads engineering teams testing model baselines for demand or capacity planning", "material_mover": false }, { "id": "evt_15985f623059ebddacfd", "entity_id": "gh:psinetron/echoes-vault-opencode", "item_url": "/item/psinetron-echoes-vault-opencode/", "title": "psinetron/echoes-vault-opencode", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 153, "after": 154, "explanation": "Stars changed: 153 → 154.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Agent Memory / Developer Tool", "section": "Persistent Obsidian-Style Markdown Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "knowledge-system builders", "search engineers" ], "risk_categories": [], "search_text": "psinetron/echoes-vault-opencode psinetron open_source rag_knowledge rag_knowledge silver low try_now knowledge-system builders search engineers", "material_mover": false }, { "id": "evt_1561f4e9d33205895e2e", "entity_id": "gh:freestylefly/wesight", "item_url": "/item/freestylefly-wesight/", "title": "freestylefly/wesight", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 876, "after": 878, "explanation": "Stars changed: 876 → 878.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MIT desktop AI agent workspace", "section": "freestylefly/wesight is the MIT WeSight desktop", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "**Teams running multiple AI coding agents** — WeSight installs / detects / reuses Claude Code, Codex, Kimi Code", "**Non-terminal users who want to use Claude Code / Codex / OpenClaw** — the Cowork chat pane gives a beginner-friendly" ], "risk_categories": [ "system" ], "search_text": "freestylefly/wesight freestylefly open_source other gold conditional try_now **teams running multiple ai coding agents** — wesight installs / detects / reuses claude code, codex, kimi code, openclaw, hermes agent, opencode, qwen code, deepseek-tui, and a built-in agent **non-terminal users who want to use claude code / codex / openclaw** — the cowork cha", "material_mover": false }, { "id": "evt_154451712b790d46a98c", "entity_id": "gh:silverstein/minutes", "item_url": "/item/silverstein-minutes/", "title": "silverstein/minutes", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1426, "after": 1430, "explanation": "Stars changed: 1426 → 1430.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "MIT local conversation-memory layer with", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers who want local meeting and voice-note memory for coding agents", "teams keeping conversation transcripts under their own file control" ], "risk_categories": [], "search_text": "silverstein/minutes silverstein open_source other gold conditional try_now developers who want local meeting and voice-note memory for coding agents teams keeping conversation transcripts under their own file control claude model context protocol model context protocol", "material_mover": false }, { "id": "evt_14dc689f2d82bf10413f", "entity_id": "gh:angelnicolasc/graymatter", "item_url": "/item/angelnicolasc-graymatter/", "title": "angelnicolasc/graymatter", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 453, "after": 455, "explanation": "Stars changed: 453 → 455.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Knowledge / Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers adding durable memory to Claude Code, Codex, Cursor, or OpenCode sessions", "Agent builders testing local memory stores before adopting hosted memory services" ], "risk_categories": [ "account" ], "search_text": "angelnicolasc/graymatter angelnicolasc open_source rag_knowledge rag_knowledge gold conditional try_now developers adding durable memory to claude code, codex, cursor, or opencode sessions agent builders testing local memory stores before adopting hosted memory services self-hosted claude code", "material_mover": false }, { "id": "evt_14c46251d0dff24bd488", "entity_id": "gh:microsoft/skills", "item_url": "/item/microsoft-skills/", "title": "Microsoft Skills", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2882, "after": 2892, "explanation": "Stars changed: 2882 → 2892.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Microsoft ecosystem teams", "enterprise teams with governance requirements" ], "risk_categories": [], "search_text": "microsoft skills microsoft open_source agent_framework agent_framework silver conditional watch microsoft ecosystem teams enterprise teams with governance requirements microsoft azure model context protocol model context protocol sdk", "material_mover": false }, { "id": "evt_14a2125de21c48be914a", "entity_id": "gh:langchain-ai/langgraphjs", "item_url": "/item/langchain-ai-langgraphjs/", "title": "langchain-ai/langgraphjs", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3196, "after": 3200, "explanation": "Stars changed: 3196 → 3200.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "high", "verdict": "watch", "score": 6.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Tool", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [], "search_text": "langchain-ai/langgraphjs langchain-ai open_source agent_framework agent_framework bronze high watch agent builders ai platform engineers", "material_mover": false }, { "id": "evt_1499b14650ec30d03e35", "entity_id": "gh:tursodatabase/turso", "item_url": "/item/tursodatabase-turso/", "title": "tursodatabase/turso", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 23841, "after": 23854, "explanation": "Stars changed: 23841 → 23854.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Databases / Embedded", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent builders who want a self-hostable in-process SQL store for persistent agent state", "embedded-app developers who want full SQLite compatibility without a separate server process" ], "risk_categories": [], "search_text": "tursodatabase/turso tursodatabase open_source other silver conditional try_now ai agent builders who want a self-hostable in-process sql store for persistent agent state embedded-app developers who want full sqlite compatibility without a separate server process", "material_mover": false }, { "id": "evt_14991b26b437be021214", "entity_id": "gh:ardanlabs/kronk", "item_url": "/item/ardanlabs-kronk/", "title": "ardanlabs/kronk", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 728, "after": 732, "explanation": "Stars changed: 728 → 732.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Local inference", "local_ai": true, "local_model_compatible": true, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 7.0, "best_for": [ "Go teams exploring local model serving without adopting a Python-heavy stack", "developers who want one local server for chat, embeddings, reranking, and transcription" ], "risk_categories": [], "search_text": "ardanlabs/kronk ardanlabs open_source other inference_runtime silver conditional worth_watch go teams exploring local model serving without adopting a python-heavy stack developers who want one local server for chat, embeddings, reranking, and transcription", "material_mover": false }, { "id": "evt_148c6c755db2061fa2cf", "entity_id": "gh:darrenhinde/openagentscontrol", "item_url": "/item/darrenhinde-openagentscontrol/", "title": "darrenhinde/OpenAgentsControl", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4708, "after": 4713, "explanation": "Stars changed: 4708 → 4713.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Coding-agent workflow and approvals", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.8, "best_for": [ "teams trying to standardize how coding agents plan, review, and execute work", "developers who want editable agent patterns instead of opaque hosted behavior" ], "risk_categories": [], "search_text": "darrenhinde/openagentscontrol darrenhinde open_source other gold conditional try_now teams trying to standardize how coding agents plan, review, and execute work developers who want editable agent patterns instead of opaque hosted behavior", "material_mover": false }, { "id": "evt_1479a7779e6749f7c17f", "entity_id": "gh:anysearch-ai/anysearch-skill", "item_url": "/item/anysearch-ai-anysearch-skill/", "title": "anysearch-ai/anysearch-skill", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5336, "after": 5364, "explanation": "Stars changed: 5336 → 5364.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "anysearch-ai/anysearch-skill anysearch-ai open_source other other gold conditional try_now ai developers technical founders", "material_mover": false }, { "id": "evt_1472937bc85708adeafb", "entity_id": "gh:blaizzy/mlx-vlm", "item_url": "/item/blaizzy-mlx-vlm/", "title": "Blaizzy/mlx-vlm", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.6.12", "after": "v0.6.13", "explanation": "Version changed: v0.6.12 → v0.6.13.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Library / SDK", "section": "Vision-Language Model Inference and Fine-Tuning", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "blaizzy/mlx-vlm blaizzy open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_13cc1d79cb081aef8485", "entity_id": "gh:erayendes/app-store-connect-mcp", "item_url": "/item/heimdall-app-store-connect-mcp/", "title": "Heimdall App Store Connect MCP", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.0.1", "after": "v2.1.0", "explanation": "Version changed: v2.0.1 → v2.1.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP server", "section": "MCP servers and tool protocols", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "iOS teams using MCP clients to inspect App Store Connect state", "indie developers automating review triage or TestFlight reporting through an assistant" ], "risk_categories": [ "sensitive", "account", "impact" ], "search_text": "heimdall app store connect mcp erayendes open_source other silver high try_now ios teams using mcp clients to inspect app store connect state indie developers automating review triage or testflight reporting through an assistant claude model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_13b7814cb92a2a19e61f", "entity_id": "gh:footprintai/containarium", "item_url": "/item/footprintai-containarium/", "title": "FootprintAI/Containarium", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 269, "after": 270, "explanation": "Stars changed: 269 → 270.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Infrastructure Tool", "section": "Agent Ops / Sandboxes", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers using Cursor or Claude Code", "teams testing agent sandboxes" ], "risk_categories": [ "system" ], "search_text": "footprintai/containarium footprintai open_source other gold medium try_now developers using cursor or claude code teams testing agent sandboxes kubernetes self-hosted claude model context protocol model context protocol", "material_mover": false }, { "id": "evt_139c0b062460933e8a81", "entity_id": "gh:cactus-compute/needle", "item_url": "/item/cactus-compute-needle/", "title": "cactus-compute/needle", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2.0.1", "after": "v2.0.3", "explanation": "Version changed: v2.0.1 → v2.0.3.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model", "section": "On-Device Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "edge-AI developers who need a real agentic model for ESP32-S3 / Raspberry Pi 5 / sub-$200 phones", "smart-home and robotics teams evaluating on-device tool-calling models" ], "risk_categories": [], "search_text": "cactus-compute/needle cactus-compute open_source other gold conditional try_now edge-ai developers who need a real agentic model for esp32-s3 / raspberry pi 5 / sub-$200 phones smart-home and robotics teams evaluating on-device tool-calling models google gemini", "material_mover": false }, { "id": "evt_13984f8c82d770894df6", "entity_id": "gh:ispras/dedoc", "item_url": "/item/ispras-dedoc/", "title": "ispras/dedoc", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 718, "after": 719, "explanation": "Stars changed: 718 → 719.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "worth_watch", "score": 7.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Document extraction", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 7.1, "best_for": [ "teams building document extraction or retrieval pipelines that need better structure than plain OCR text", "developers who want one parsing layer across PDFs, scans, Office files, HTML, and archives" ], "risk_categories": [], "search_text": "ispras/dedoc ispras open_source other silver none worth_watch teams building document extraction or retrieval pipelines that need better structure than plain ocr text developers who want one parsing layer across pdfs, scans, office files, html, and archives", "material_mover": false }, { "id": "evt_137e9b0c5a774cb68ab8", "entity_id": "gh:opendataloader-project/opendataloader-pdf", "item_url": "/item/opendataloader-project-opendataloader-pdf/", "title": "opendataloader-project/opendataloader-pdf", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 28364, "after": 28377, "explanation": "Stars changed: 28364 → 28377.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Document parsing", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 7.1, "best_for": [ "teams building RAG or document-ingestion pipelines around PDFs", "developers who need structured extraction with boxes, tables, and OCR instead of plain-text PDF scraping" ], "risk_categories": [], "search_text": "opendataloader-project/opendataloader-pdf opendataloader-project open_source other gold conditional try_now teams building rag or document-ingestion pipelines around pdfs developers who need structured extraction with boxes, tables, and ocr instead of plain-text pdf scraping", "material_mover": false }, { "id": "evt_130e2ba984d25704014a", "entity_id": "gh:google-research/timesfm", "item_url": "/item/google-research-timesfm/", "title": "google-research/timesfm", "category": "model", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "active", "after": "maintained", "explanation": "Maintenance changed: active → maintained.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Model", "section": "New Models", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "ML teams with time-series forecasting workloads", "engineering teams testing model baselines for demand or capacity planning" ], "risk_categories": [], "search_text": "google-research/timesfm google-research open_source model model silver conditional watch ml teams with time-series forecasting workloads engineering teams testing model baselines for demand or capacity planning", "material_mover": false }, { "id": "evt_12eeeb452b4faaff1adb", "entity_id": "gh:yetone/kill-ai-slop", "item_url": "/item/yetone-kill-ai-slop/", "title": "yetone/kill-ai-slop", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 947, "after": 960, "explanation": "Stars changed: 947 → 960.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Apache-2.0 catalogue and agent skill for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 8.2, "best_for": [ "designers and engineers who want a concrete vocabulary for AI-slop tells and a runnable scanner to find them in real", "vibe-coders and AI-coding-agent users who want a quick audit pass before shipping a landing page, docs site, or" ], "risk_categories": [], "search_text": "yetone/kill-ai-slop yetone open_source other silver none try_now designers and engineers who want a concrete vocabulary for ai-slop tells and a runnable scanner to find them in real codebases vibe-coders and ai-coding-agent users who want a quick audit pass before shipping a landing page, docs site, or product ui", "material_mover": false }, { "id": "evt_12b8a7afd009adedfc65", "entity_id": "gh:lingtai-ai/lingtai", "item_url": "/item/lingtai-apache-2-0-ai-organization-substrate-long-lived-local-agents-wit/", "title": "LingTai: Apache-2.0 AI Organization Substrate (Long-Lived Local Agents with Home Dirs, Mailboxes, Lifecycle, Multi-Channel Tasks)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 639, "after": 640, "explanation": "Stars changed: 639 → 640.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "lingtai: apache-2.0 ai organization substrate (long-lived local agents with home dirs, mailboxes, lifecycle, multi-channel tasks) lingtai-ai open_source other silver low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_12729a00ec8e94f132aa", "entity_id": "gh:gordensun/gordenpptskill", "item_url": "/item/gordensun-gordenpptskill/", "title": "GordenSun/GordenPPTSkill", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2929, "after": 2934, "explanation": "Stars changed: 2929 → 2934.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "PPT builder skill for AI agents", "section": "AI Office / Document Generation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "AI-coding power users, agent developers, automation builders, knowledge workers, technical writers, AI-curious", "Knowledge workers in Chinese state-owned enterprises, large internet companies, or other Chinese-language business" ], "risk_categories": [], "search_text": "gordensun/gordenpptskill gordensun open_source creative_tool creative_tool silver conditional worth_watch ai-coding power users, agent developers, automation builders, knowledge workers, technical writers, ai-curious readers, and any developer building a ppt-generation workflow with an ai agent -- and knowledge workers in chinese state-owned enterprises, lar", "material_mover": false }, { "id": "evt_1262574895656bd63f7b", "entity_id": "gh:tony1223/better-agent-terminal", "item_url": "/item/tony1223-better-agent-terminal/", "title": "tony1223/better-agent-terminal", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v3.2.1", "after": "v3.2.2-pre.1", "explanation": "Version changed: v3.2.1 → v3.2.2-pre.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Agents / Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI coding agent power users who want a single multi-workspace terminal to run Claude Code, Codex, and other agent CLIs", "polyglot developers who manage several project workspaces at once and need one desktop UI to keep every agent's" ], "risk_categories": [ "system" ], "search_text": "tony1223/better-agent-terminal tony1223 open_source other silver low try_now ai coding agent power users who want a single multi-workspace terminal to run claude code, codex, and other agent clis in parallel polyglot developers who manage several project workspaces at once and need one desktop ui to keep every agent's context straight anthropic claude claude", "material_mover": false }, { "id": "evt_11ee1a7e51ddeb1b9c5b", "entity_id": "gh:tracer-cloud/opensre", "item_url": "/item/opensre-apache-2-0-open-source-framework-for-ai-sre-agents-with-syntheti/", "title": "OpenSRE: Apache-2.0 Open-Source Framework for AI SRE Agents with Synthetic RCA + E2E Test Suites", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 10418, "after": 10472, "explanation": "Stars changed: 10418 → 10472.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "agent_framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "SREs + DevOps engineers + platform engineering teams + AI agent developers building incident-response / on-call", "SREs + REPL-driven incident-stream users that want the interactive REPL with slash commands (Ctrl+C cancels without" ], "risk_categories": [], "search_text": "opensre: apache-2.0 open-source framework for ai sre agents with synthetic rca + e2e test suites tracer-cloud open_source agent_framework agent_framework gold low try_now sres + devops engineers + platform engineering teams + ai agent developers building incident-response / on-call automation + infrastructure operators running k8s / ec2 / cloudwatch / lambda", "material_mover": false }, { "id": "evt_11d018d798cfbe104a7c", "entity_id": "gh:garrytan/gstack", "item_url": "/item/garrytan-gstack/", "title": "garrytan/gstack", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 127679, "after": 127845, "explanation": "Stars changed: 127679 → 127845.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Opinionated Claude Code Agent Roster", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "garrytan/gstack garrytan open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_11961f9c59c8e5827ad6", "entity_id": "gh:googleworkspace/cli", "item_url": "/item/googleworkspace-cli/", "title": "googleworkspace/cli", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 30339, "after": 30375, "explanation": "Stars changed: 30339 → 30375.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "open_source_tool", "section": "tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent users who want to operate on Google Workspace from Claude Code / Codex", "Teams that want a single CLI covering Drive / Gmail / Calendar / Sheets / Docs / Chat / Admin" ], "risk_categories": [], "search_text": "googleworkspace/cli googleworkspace open_source other gold conditional try_now ai agent users who want to operate on google workspace from claude code / codex teams that want a single cli covering drive / gmail / calendar / sheets / docs / chat / admin", "material_mover": false }, { "id": "evt_117c0861741461d8ac94", "entity_id": "gh:marvin-socialista/claude-design-mcp", "item_url": "/item/marvin-socialista-claude-design-mcp/", "title": "marvin-socialista/claude-design-mcp", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP Server", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Claude Code users who want to drive Claude Design via the CLI", "developers shipping MCP servers for closed design products" ], "risk_categories": [], "search_text": "marvin-socialista/claude-design-mcp marvin-socialista open_source other silver low try_now claude code users who want to drive claude design via the cli developers shipping mcp servers for closed design products", "material_mover": false }, { "id": "evt_112eef1d52c32158c3d9", "entity_id": "gh:reyamira/models", "item_url": "/item/reyamira-models/", "title": "reyamira/models", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 484, "after": 486, "explanation": "Stars changed: 484 → 486.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.65, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "reyamira/models reyamira open_source other silver none watch ai developers technical founders claude code openai codex", "material_mover": false }, { "id": "evt_1119f97d7aa2f0cbc796", "entity_id": "gh:kellyvv/phoneclaw", "item_url": "/item/kellyvv-phoneclaw/", "title": "kellyvv/PhoneClaw", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1210, "after": 1211, "explanation": "Stars changed: 1210 → 1211.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "worth_watch", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Mobile Agent", "section": "Local AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "Builders prototyping mobile-native AI agents on iPhone", "Developers exploring on-device models plus native permissioned skills" ], "risk_categories": [ "system" ], "search_text": "kellyvv/phoneclaw kellyvv open_source other gold medium worth_watch builders prototyping mobile-native ai agents on iphone developers exploring on-device models plus native permissioned skills ollama", "material_mover": false }, { "id": "evt_10a1eee51795a5204c76", "entity_id": "gh:conductor-oss/conductor", "item_url": "/item/conductor-oss-conductor/", "title": "conductor-oss/conductor", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v3.32.0", "after": "v3.32.1", "explanation": "Version changed: v3.32.0 → v3.32.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "platform teams building durable agent workflows", "developers who need retries, replay, and human approvals" ], "risk_categories": [], "search_text": "conductor-oss/conductor conductor-oss open_source other gold conditional try_now platform teams building durable agent workflows developers who need retries, replay, and human approvals", "material_mover": false }, { "id": "evt_108f711f7e980ad321cb", "entity_id": "gh:withcoral/coral", "item_url": "/item/withcoral-coral/", "title": "withcoral/coral", "category": "data_tooling", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.9.0", "after": "v0.10.0", "explanation": "Version changed: v0.9.0 → v0.10.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Data Infrastructure", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Agent-platform builders who need one query surface over internal APIs and files", "Developers wiring MCP clients into real operational data without custom per-tool wrappers" ], "risk_categories": [], "search_text": "withcoral/coral withcoral open_source data_tooling data_tooling gold conditional try_now agent-platform builders who need one query surface over internal apis and files developers wiring mcp clients into real operational data without custom per-tool wrappers", "material_mover": false }, { "id": "evt_104d062949b034766d23", "entity_id": "gh:nexu-io/open-design", "item_url": "/item/nexu-io-open-design/", "title": "nexu-io/open-design", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 85297, "after": 85562, "explanation": "Stars changed: 85297 → 85562.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Design Tool", "section": "AI Design / Prototyping", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "designers using AI for landing pages and slide decks", "founders mocking up product surfaces quickly" ], "risk_categories": [ "system" ], "search_text": "nexu-io/open-design nexu-io open_source creative_tool creative_tool gold conditional try_now designers using ai for landing pages and slide decks founders mocking up product surfaces quickly", "material_mover": false }, { "id": "evt_1048b265be33d63e5bad", "entity_id": "gh:compdfkit/docslight", "item_url": "/item/compdfkit-docslight/", "title": "ComPDFKit/docslight", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 117, "after": 118, "explanation": "Stars changed: 117 → 118.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Document AI Tool", "section": "Document AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "RAG and document-AI builders who need structured extraction", "Teams processing PDFs, scans, and office documents into Markdown or JSON" ], "risk_categories": [], "search_text": "compdfkit/docslight compdfkit open_source other silver conditional try_now rag and document-ai builders who need structured extraction teams processing pdfs, scans, and office documents into markdown or json", "material_mover": false }, { "id": "evt_102265603e12f5175bc0", "entity_id": "gh:steel-dev/steel-browser", "item_url": "/item/steel-dev-steel-browser/", "title": "steel-dev/steel-browser", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7470, "after": 7476, "explanation": "Stars changed: 7470 → 7476.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Agent Infrastructure /", "section": "Open-Source Browser API and Sandbox for AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "system" ], "search_text": "steel-dev/steel-browser steel-dev open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_1006a116a65ea23e04e4", "entity_id": "gh:xiaomimimo/mimo-code", "item_url": "/item/xiaomimimo-mimo-code/", "title": "XiaomiMiMo/MiMo-Code", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12715, "after": 12726, "explanation": "Stars changed: 12715 → 12726.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.9, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "Coding Agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers using AI coding agents", "CLI-first power users" ], "risk_categories": [ "system" ], "search_text": "xiaomimimo/mimo-code xiaomimimo open_source other gold conditional try_now developers using ai coding agents cli-first power users", "material_mover": false }, { "id": "evt_0ff751d343da880ffb55", "entity_id": "gh:xiaochong/hi-kid", "item_url": "/item/xiaochong-hi-kid/", "title": "xiaochong/hi-kid", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1027, "after": 1030, "explanation": "Stars changed: 1027 → 1030.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "xiaochong/hi-kid xiaochong open_source other silver none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_0ff57cb35923e777e0a4", "entity_id": "gh:obra/superpowers", "item_url": "/item/obra-superpowers/", "title": "obra/superpowers", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 271173, "after": 271676, "explanation": "Stars changed: 271173 → 271676.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Framework", "section": "Agent Development Methodology", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "coding-agent users", "developer-platform teams" ], "risk_categories": [], "search_text": "obra/superpowers obra open_source other gold none try_now coding-agent users developer-platform teams", "material_mover": false }, { "id": "evt_0fc67248f9ed9479bb6a", "entity_id": "gh:apache/ossie", "item_url": "/item/apache-ossie/", "title": "apache/ossie", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1831, "after": 1844, "explanation": "Stars changed: 1831 → 1844.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "worth_watch", "score": 6.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Semantic model interoperability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 5.8, "best_for": [ "data platform teams trying to keep BI and AI systems aligned on metric definitions", "builders creating AI tools that need machine-readable business semantics" ], "risk_categories": [], "search_text": "apache/ossie apache open_source other silver none worth_watch data platform teams trying to keep bi and ai systems aligned on metric definitions builders creating ai tools that need machine-readable business semantics", "material_mover": false }, { "id": "evt_0fad84968d85ffefd10a", "entity_id": "gh:agentgateway/agentgateway", "item_url": "/item/agentgateway-agentgateway/", "title": "agentgateway/agentgateway", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4319, "after": 4343, "explanation": "Stars changed: 4319 → 4343.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Gateway", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "platform teams running agents in mixed frameworks (LangChain + CrewAI + custom) that need unified traffic inspection", "engineering teams standardizing on MCP + A2A who need a single proxy for both protocols" ], "risk_categories": [], "search_text": "agentgateway/agentgateway agentgateway open_source other gold none try_now platform teams running agents in mixed frameworks (langchain + crewai + custom) that need unified traffic inspection engineering teams standardizing on mcp + a2a who need a single proxy for both protocols kubernetes model context protocol model context protocol", "material_mover": false }, { "id": "evt_0f9767ff2d0b29eaeb7c", "entity_id": "gh:mervinpraison/praisonai", "item_url": "/item/mervinpraison-praisonai/", "title": "MervinPraison/PraisonAI", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8832, "after": 8839, "explanation": "Stars changed: 8832 → 8839.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework / SDK", "section": "Production-Grade Multi-Agent AI Workforce", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [ "system" ], "search_text": "mervinpraison/praisonai mervinpraison open_source agent_framework agent_framework gold low try_now agent builders ai platform engineers", "material_mover": false }, { "id": "evt_0f6b0664c5523f2a4ba6", "entity_id": "gh:tddworks/baguette", "item_url": "/item/tddworks-baguette/", "title": "tddworks/baguette", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1635, "after": 1637, "explanation": "Stars changed: 1635 → 1637.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 headless iOS", "section": "tddworks/baguette is the Apache-2.0 Baguette", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "**iOS UI test farms** — `baguette` boots simulators headlessly, streams screens at 60 fps, dispatches real touches /", "**AI-agent-driven iOS automation** — a coding agent can drive the simulator the way it drives a browser via the" ], "risk_categories": [], "search_text": "tddworks/baguette tddworks open_source other gold none try_now **ios ui test farms** — `baguette` boots simulators headlessly, streams screens at 60 fps, dispatches real touches / swipes / gestures via simulatorkit + `iohiddigitizerdispatch` (no **ai-agent-driven ios automation** — a coding agent can drive the simulator the way it drives a browser via th", "material_mover": false }, { "id": "evt_0ef95b7e2718e7b0fd1f", "entity_id": "gh:kungfu-systems/kungfu", "item_url": "/item/kungfu-journal-first-agent-work-ledger-with-zero-copy-multi-language-run/", "title": "Kungfu: Journal-First Agent Work Ledger with Zero-Copy Multi-Language Runtime", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4462, "after": 4463, "explanation": "Stars changed: 4462 → 4463.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "agent_framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Multi-agent system architects, AI agent developers, low-latency-system developers, C++/Python/Node.js users, journal /", "Multi-agent system architects + AI agent developers that want the journal-first data plane (one append-only event log" ], "risk_categories": [], "search_text": "kungfu: journal-first agent work ledger with zero-copy multi-language runtime kungfu-systems open_source agent_framework agent_framework silver low try_now multi-agent system architects, ai agent developers, low-latency-system developers, c++/python/node.js users, journal / event-log users, ai-curious readers tracking the journal-first-runtime space multi-ag", "material_mover": false }, { "id": "evt_0ef4787727a54b540460", "entity_id": "gh:cyc2002tommy/deep-research-agent", "item_url": "/item/cyc2002tommy-deep-research-agent/", "title": "CYC2002tommy/Deep-Research-Agent", "category": "research", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 294, "after": 295, "explanation": "Stars changed: 294 → 295.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "research", "verification_stage": "discovered", "type": "Research", "section": "research", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI researchers", "evaluation engineers" ], "risk_categories": [], "search_text": "cyc2002tommy/deep-research-agent cyc2002tommy research research research silver conditional try_now ai researchers evaluation engineers", "material_mover": false }, { "id": "evt_0ee69bfb8394aa65df32", "entity_id": "gh:mozilla-ai/otari", "item_url": "/item/mozilla-ai-otari/", "title": "mozilla-ai/otari", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 377, "after": 381, "explanation": "Stars changed: 377 → 381.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "mozilla-ai/otari mozilla-ai open_source other gold none try_now ai developers technical founders self-hosted anthropic openai", "material_mover": false }, { "id": "evt_0ec4f5aeedf41b57bb61", "entity_id": "gh:team-commonly/commonly", "item_url": "/item/team-commonly-commonly/", "title": "Team-Commonly/commonly", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1292, "after": 1297, "explanation": "Stars changed: 1292 → 1297.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "team-commonly/commonly team-commonly open_source other silver none try_now ai developers technical founders self-hosted claude openai openai codex", "material_mover": false }, { "id": "evt_0e8f2fa591ba21adf5b2", "entity_id": "gh:plaer1/junction", "item_url": "/item/plaer1-junction/", "title": "Plaer1/junction", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 584, "after": 583, "explanation": "Stars changed: 584 → 583.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "developers running 2+ local AI coding agents (OpenClaw + Hermes, or Goose + OpenCode) and tired of bouncing between", "VS Code power users who want workspace context (drag-and-drop files, right-click 'add to thread') in their agent chat" ], "risk_categories": [ "system" ], "search_text": "plaer1/junction plaer1 open_source other silver none try_now developers running 2+ local ai coding agents (openclaw + hermes, or goose + opencode) and tired of bouncing between terminals vs code power users who want workspace context (drag-and-drop files, right-click 'add to thread') in their agent chat", "material_mover": false }, { "id": "evt_0e78907616f33a701907", "entity_id": "gh:omnara-ai/omnara", "item_url": "/item/omnara-ai-omnara/", "title": "omnara-ai/omnara", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": null, "after": "omnarad-v0.1.5", "explanation": "Version changed: not recorded → omnarad-v0.1.5.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI engineering teams and platform teams who need a unified control plane to observe / push / pause / steer / resume", "organizations that need durable-agent semantics (resume an agent that crashed mid-run) without writing the durability" ], "risk_categories": [], "search_text": "omnara-ai/omnara omnara-ai open_source other gold low try_now ai engineering teams and platform teams who need a unified control plane to observe / push / pause / steer / resume production agents across claude code / codex / langgraph / crewai / autogen organizations that need durable-agent semantics (resume an agent that crashed mid-run) without writing the", "material_mover": false }, { "id": "evt_0e70f171afe5ba28763a", "entity_id": "gh:usewhale/whale", "item_url": "/item/usewhale-whale/", "title": "usewhale/Whale", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 936, "after": 938, "explanation": "Stars changed: 936 → 938.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "Coding Agent", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers who want a terminal-native coding agent for DeepSeek", "platform teams standardizing on open-weight models for coding workloads" ], "risk_categories": [ "system", "account" ], "search_text": "usewhale/whale usewhale open_source other gold conditional try_now developers who want a terminal-native coding agent for deepseek platform teams standardizing on open-weight models for coding workloads model context protocol model context protocol", "material_mover": false }, { "id": "evt_0df4cb2a7d717ee36075", "entity_id": "gh:czlonkowski/n8n-mcp", "item_url": "/item/czlonkowski-n8n-mcp/", "title": "czlonkowski/n8n-mcp", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 22673, "after": 22678, "explanation": "Stars changed: 22673 → 22678.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "installed_and_tested", "type": "Tool", "section": "MCP / Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "automation builders", "n8n users" ], "risk_categories": [], "search_text": "czlonkowski/n8n-mcp czlonkowski open_source other gold conditional try_now automation builders n8n users model context protocol model context protocol", "material_mover": false }, { "id": "evt_0dc5a7932bc5a6bab4cb", "entity_id": "gh:ifixai-ai/ifixai", "item_url": "/item/ifixai-ai-ifixai/", "title": "ifixai-ai/iFixAi", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v3.3.0", "after": "v3.4.0", "explanation": "Version changed: v3.3.0 → v3.4.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 diagnostic for AI", "section": "ifixai-ai/iFixAi is the Apache-2.0 diagnostic", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "**AI agent operators who need an auditable misalignment diagnostic** — iFixAi runs 45 inspections across fabrication", "**CI / pre-deploy gates** — the CLI (`ifixai run --provider anthropic`) is scriptable, the SUT-vs-Judge pairing is" ], "risk_categories": [], "search_text": "ifixai-ai/ifixai ifixai-ai open_source other gold none try_now **ai agent operators who need an auditable misalignment diagnostic** — ifixai runs 45 inspections across fabrication, manipulation, deception, unpredictability, opacity, sabotage, sandbagging **ci / pre-deploy gates** — the cli (`ifixai run --provider anthropic`) is scriptable, the sut-vs-jud", "material_mover": false }, { "id": "evt_0da97028430f7690a2d1", "entity_id": "gh:steipete/codexbar", "item_url": "/item/steipete-codexbar/", "title": "steipete/CodexBar", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.49.2", "after": "v0.49.4", "explanation": "Version changed: v0.49.2 → v0.49.4.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tiny macOS 14+ menu bar app", "section": "macOS AI Provider Limits Tracker", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI-coding power users, AI agent developers, automation builders, founders, creators, power users, and any developer", "Engineering teams that want at-a-glance AI provider usage -- CodexBar surfaces per-provider session / weekly / monthly" ], "risk_categories": [], "search_text": "steipete/codexbar steipete open_source other silver low try_now ai-coding power users, ai agent developers, automation builders, founders, creators, power users, and any developer using 4+ ai coding providers who needs at-a-glance visibility into per-provider engineering teams that want at-a-glance ai provider usage -- codexbar surfaces per-provider session", "material_mover": false }, { "id": "evt_0da201067fee5f2ad532", "entity_id": "gh:zackriya-solutions/meetily", "item_url": "/item/zackriya-solutions-meetily/", "title": "Zackriya-Solutions/meetily", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 28988, "after": 29044, "explanation": "Stars changed: 28988 → 29044.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Application / Desktop", "section": "Privacy-First AI Meeting Assistant with Local", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive", "impact" ], "search_text": "zackriya-solutions/meetily zackriya-solutions open_source other gold low try_now ai developers technical founders self-hosted ollama", "material_mover": false }, { "id": "evt_0d315f87e4a887a2e9ff", "entity_id": "gh:udecode/plate", "item_url": "/item/udecode-plate/", "title": "udecode/plate", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 16489, "after": 16490, "explanation": "Stars changed: 16489 → 16490.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.53, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "technical creators", "product teams" ], "risk_categories": [], "search_text": "udecode/plate udecode open_source creative_tool creative_tool silver none watch technical creators product teams model context protocol model context protocol", "material_mover": false }, { "id": "evt_0cffe1a3b7d8b23773eb", "entity_id": "gh:jimliu/baoyu-design", "item_url": "/item/jimliu-baoyu-design/", "title": "JimLiu/baoyu-design", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3402, "after": 3411, "explanation": "Stars changed: 3402 → 3411.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local Design Agent Skill", "section": "MIT Portable Claude Design Agent Skill", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "jimliu/baoyu-design jimliu open_source other silver conditional worth_watch ai developers technical founders claude claude code", "material_mover": false }, { "id": "evt_0cd5b39197ccf93c8ba6", "entity_id": "gh:qf-studio/pilot", "item_url": "/item/qf-studio-pilot-v2-188-0/", "title": "qf-studio/pilot v2.188.0", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 607, "after": 606, "explanation": "Stars changed: 607 → 606.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Developer Workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.2, "best_for": [ "developers building AI coding copilots", "engineering managers" ], "risk_categories": [], "search_text": "qf-studio/pilot v2.188.0 qf-studio open_source other other gold none try_now developers building ai coding copilots engineering managers claude claude code", "material_mover": false }, { "id": "evt_0cc9310c12c4fb86053e", "entity_id": "gh:llm-d/llm-d", "item_url": "/item/llm-d-llm-d/", "title": "llm-d/llm-d", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4023, "after": 4024, "explanation": "Stars changed: 4023 → 4024.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.76, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "llm-d/llm-d llm-d open_source other silver none watch ai developers technical founders kubernetes", "material_mover": false }, { "id": "evt_0cb7ad7055ce19402d7b", "entity_id": "gh:fathah/hermes-desktop", "item_url": "/item/fathah-hermes-desktop/", "title": "fathah/hermes-desktop", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 13859, "after": 13874, "explanation": "Stars changed: 13859 → 13874.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Agent Desktop App / Hermes", "section": "MIT Hermes One Native Desktop App for Hermes", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "fathah/hermes-desktop fathah open_source other gold low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_0cb6e11187773112398c", "entity_id": "gh:mcpjam/inspector", "item_url": "/item/mcpjam-inspector/", "title": "MCPJam/inspector", "category": "mcp_infrastructure", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2132, "after": 2135, "explanation": "Stars changed: 2132 → 2135.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "MCP / AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "reviewed", "setup_ease": 6.2, "best_for": [ "AI platform operators", "MCP developers" ], "risk_categories": [], "search_text": "mcpjam/inspector mcpjam open_source mcp_infrastructure mcp_infrastructure silver conditional try_now ai platform operators mcp developers anthropic model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_0c997543d9e093ac07c3", "entity_id": "gh:lmnr-ai/lmnr", "item_url": "/item/lmnr-ai-lmnr/", "title": "lmnr-ai/lmnr", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3162, "after": 3166, "explanation": "Stars changed: 3162 → 3166.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "candidate", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "lmnr-ai/lmnr lmnr-ai open_source other research gold none try_now ai developers technical founders self-hosted", "material_mover": false }, { "id": "evt_0c60233e3e1e198ffb78", "entity_id": "gh:ronak-create/fablecut", "item_url": "/item/ronak-create-fablecut/", "title": "ronak-create/FableCut", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 589, "after": 590, "explanation": "Stars changed: 589 → 590.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "ronak-create/fablecut ronak-create open_source other silver none try_now ai developers technical founders claude model context protocol model context protocol", "material_mover": false }, { "id": "evt_0c54914c33333f835eed", "entity_id": "gh:rowboatlabs/rowboat", "item_url": "/item/rowboatlabs-rowboat/", "title": "rowboatlabs/rowboat", "category": "agent_framework", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.8.6", "after": "v0.8.7", "explanation": "Version changed: v0.8.6 → v0.8.7.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "editorially_reviewed", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "agent builders", "AI platform engineers" ], "risk_categories": [], "search_text": "rowboatlabs/rowboat rowboatlabs open_source agent_framework agent_framework silver high watch agent builders ai platform engineers claude code", "material_mover": false }, { "id": "evt_0c3f95d8d2ca194c43b2", "entity_id": "gh:mintplex-labs/anything-llm", "item_url": "/item/mintplex-labs-anything-llm/", "title": "Mintplex-Labs/anything-llm", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 64661, "after": 64693, "explanation": "Stars changed: 64661 → 64693.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Local AI / Knowledge Work", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "local AI users", "self-hosters" ], "risk_categories": [], "search_text": "mintplex-labs/anything-llm mintplex-labs open_source other gold conditional try_now local ai users self-hosters", "material_mover": false }, { "id": "evt_0c3f37198bad57a9ad62", "entity_id": "gh:xuiltul/animaworks", "item_url": "/item/xuiltul-animaworks/", "title": "xuiltul/animaworks", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 252, "after": 253, "explanation": "Stars changed: 252 → 253.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Autonomous Agents / Orchestration", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "agent framework builders", "researchers exploring long-horizon autonomy" ], "risk_categories": [], "search_text": "xuiltul/animaworks xuiltul open_source other silver medium watch agent framework builders researchers exploring long-horizon autonomy claude ollama", "material_mover": false }, { "id": "evt_0c1727bf313fc2d55384", "entity_id": "gh:gronxb/codex-relay", "item_url": "/item/gronxb-codex-relay/", "title": "gronxb/codex-relay", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 515, "after": 520, "explanation": "Stars changed: 515 → 520.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Coding-agent companions", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 7.1, "best_for": [ "Codex CLI users who want lightweight mobile oversight of long-running sessions", "builders studying local-first relay patterns for coding-agent workflows" ], "risk_categories": [ "system" ], "search_text": "gronxb/codex-relay gronxb open_source other silver conditional worth_watch codex cli users who want lightweight mobile oversight of long-running sessions builders studying local-first relay patterns for coding-agent workflows", "material_mover": false }, { "id": "evt_0bfb21e970abf20bf9d0", "entity_id": "gh:screenpipe/screenpipe", "item_url": "/item/screenpipe-screenpipe/", "title": "screenpipe/screenpipe", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 20915, "after": 20936, "explanation": "Stars changed: 20915 → 20936.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 5.86, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "screenpipe/screenpipe screenpipe open_source other other bronze none watch ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_0bd25b63c595b39da113", "entity_id": "gh:larksuite/cli", "item_url": "/item/lark-cli-mit-official-lark-feishu-cli-from-the-larksuite-team-200-comman/", "title": "Lark CLI: MIT Official Lark/Feishu CLI from the `larksuite` Team (200+ Commands, 26 AI Agent Skills, Dual-Region Lark Global + Feishu China)", "category": "business_workflow", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 16404, "after": 16436, "explanation": "Stars changed: 16404 → 16436.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "business_workflow", "local_ai": false, "local_model_compatible": false, "discovery_topic": "business_workflow", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Enterprise teams using Lark or Feishu who want an AI agent (Claude Code / Cursor / Windsurf / any MCP-compatible", "Lark/Feishu users + 200+-command users that want the 200+ commands (Calendar / Messenger / Docs / Drive / Sheets /" ], "risk_categories": [], "search_text": "lark cli: mit official lark/feishu cli from the `larksuite` team (200+ commands, 26 ai agent skills, dual-region lark global + feishu china) larksuite open_source business_workflow business_workflow gold conditional try_now enterprise teams using lark or feishu who want an ai agent (claude code / cursor / windsurf / any mcp-compatible client) to automate the", "material_mover": false }, { "id": "evt_0ba375813e98a723f61d", "entity_id": "gh:codebuffai/codebuff", "item_url": "/item/codebuffai-codebuff/", "title": "CodebuffAI/codebuff", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 9022, "after": 9120, "explanation": "Stars changed: 9022 → 9120.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Coding Workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Developers evaluating a multi-agent alternative to single-loop coding assistants", "Teams that want built-in research and browser capability in the same coding tool" ], "risk_categories": [], "search_text": "codebuffai/codebuff codebuffai open_source other gold conditional try_now developers evaluating a multi-agent alternative to single-loop coding assistants teams that want built-in research and browser capability in the same coding tool", "material_mover": false }, { "id": "evt_0b97e0c2b5fc1003f878", "entity_id": "gh:teng-lin/notebooklm-py", "item_url": "/item/notebooklm-py-mit-unofficial-notebooklm-python-api-cli-mcp-server-for-ai/", "title": "notebooklm-py: MIT Unofficial NotebookLM Python API + CLI + MCP Server for AI Agents (Audio Overviews + Quizzes + Mind Maps + Bulk Downloads, 17,426*, Uses Undocumented Google APIs)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 18654, "after": 18685, "explanation": "Stars changed: 18654 → 18685.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now_conditional", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "notebooklm-py: mit unofficial notebooklm python api + cli + mcp server for ai agents (audio overviews + quizzes + mind maps + bulk downloads, 17,426*, uses undocumented google apis) teng-lin open_source other silver medium try_now_conditional ai developers technical founders claude api sdk", "material_mover": false }, { "id": "evt_0b71bb71f4094d88c5d2", "entity_id": "gh:stakpak/agent", "item_url": "/item/stakpak-agent/", "title": "stakpak/agent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1728, "after": 1733, "explanation": "Stars changed: 1728 → 1733.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "DevOps & Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "platform engineers and SREs who want a 24/7 self-hosted agent for Kubernetes, CI/CD, and cloud operations", "small DevOps teams that need LLM-driven automation without giving the model production credentials" ], "risk_categories": [ "sensitive", "account" ], "search_text": "stakpak/agent stakpak open_source other gold conditional try_now platform engineers and sres who want a 24/7 self-hosted agent for kubernetes, ci/cd, and cloud operations small devops teams that need llm-driven automation without giving the model production credentials", "material_mover": false }, { "id": "evt_0b189839a6adf7def62f", "entity_id": "gh:alexzhang13/rlm", "item_url": "/item/alexzhang13-rlm/", "title": "alexzhang13/rlm", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5447, "after": 5460, "explanation": "Stars changed: 5447 → 5460.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Library", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "researchers replicating the RLM paper results against their own long-context corpora", "engineers building document-QA / codebase-QA products that need to exceed the 1-10M token context limit" ], "risk_categories": [ "system", "account" ], "search_text": "alexzhang13/rlm alexzhang13 open_source other inference_runtime gold none try_now researchers replicating the rlm paper results against their own long-context corpora engineers building document-qa / codebase-qa products that need to exceed the 1-10m token context limit", "material_mover": false }, { "id": "evt_0b070368bcc68501e874", "entity_id": "gh:earthtojake/text-to-cad", "item_url": "/item/earthtojake-text-to-cad/", "title": "earthtojake/text-to-cad", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 13322, "after": 13373, "explanation": "Stars changed: 13322 → 13373.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "CAD / robotics / hardware", "section": "AI CAD / Robotics / Hardware Design", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Mechanical engineers, hardware designers, robotics engineers, fabrication engineers, AI-curious readers, technical", "Engineering teams that want a STEP-first CAD artifact pipeline for AI agents -- STEP is the primary CAD artifact" ], "risk_categories": [], "search_text": "earthtojake/text-to-cad earthtojake open_source creative_tool creative_tool gold low try_now mechanical engineers, hardware designers, robotics engineers, fabrication engineers, ai-curious readers, technical writers, and any developer building a cad/robotics/hardware design workflow with an engineering teams that want a step-first cad artifact pipeline for a", "material_mover": false }, { "id": "evt_0af3d85c07129fd84f45", "entity_id": "gh:cloudwego/eino", "item_url": "/item/cloudwego-eino/", "title": "cloudwego/eino", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12690, "after": 12695, "explanation": "Stars changed: 12690 → 12695.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 7.17, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "cloudwego/eino cloudwego open_source other silver none watch ai developers technical founders langchain", "material_mover": false }, { "id": "evt_0ac7282416137e333f73", "entity_id": "gh:mock-server/mockserver-monorepo", "item_url": "/item/mock-server-mockserver-monorepo/", "title": "mock-server/mockserver-monorepo", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4936, "after": 4938, "explanation": "Stars changed: 4936 → 4938.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 6.36, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "mock-server/mockserver-monorepo mock-server open_source other other bronze none watch ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_0ab1c428ad9ae95bb2d9", "entity_id": "gh:cinnamon/kotaemon", "item_url": "/item/cinnamon-kotaemon/", "title": "Cinnamon/kotaemon", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "active", "after": "maintained", "explanation": "Maintenance changed: active → maintained.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / RAG", "section": "Knowledge Management", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "personal knowledge bases", "team documentation" ], "risk_categories": [], "search_text": "cinnamon/kotaemon cinnamon open_source other silver none try_now personal knowledge bases team documentation", "material_mover": false }, { "id": "evt_0a8e51c4d0fc23355a4f", "entity_id": "gh:wellingfeng/ultragamestudio", "item_url": "/item/wellingfeng-ultragamestudio/", "title": "wellingfeng/UltraGameStudio", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 280, "after": 283, "explanation": "Stars changed: 280 → 283.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Game Dev Agent", "section": "Coding Workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Indie game developers working across code and content pipelines", "Engine teams exploring an AI desktop agent beyond general-purpose IDE chat" ], "risk_categories": [], "search_text": "wellingfeng/ultragamestudio wellingfeng open_source other silver conditional try_now indie game developers working across code and content pipelines engine teams exploring an ai desktop agent beyond general-purpose ide chat claude code google gemini openai codex", "material_mover": false }, { "id": "evt_09fe249e0613295f2772", "entity_id": "gh:weicj/vllm-2080ti-definitive", "item_url": "/item/weicj-vllm-2080ti-definitive/", "title": "weicj/vLLM-2080Ti-Definitive", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 494, "after": 497, "explanation": "Stars changed: 494 → 497.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Infrastructure / Legacy GPU", "section": "Apache-2.0 vLLM Runtime for Dual RTX 2080 Ti", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "ML infrastructure engineers", "model-serving teams" ], "risk_categories": [], "search_text": "weicj/vllm-2080ti-definitive weicj open_source inference_runtime inference_runtime silver low try_now ml infrastructure engineers model-serving teams", "material_mover": false }, { "id": "evt_09deb32c19383e821553", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 240, "after": 244, "explanation": "Stars changed: 240 → 244.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "agent platform engineers", "teams building long-running assistants" ], "risk_categories": [ "sensitive", "system", "provenance" ], "search_text": "signet-ai/signetai signet-ai open_source rag_knowledge rag_knowledge gold conditional watch agent platform engineers teams building long-running assistants self-hosted claude code openai codex", "material_mover": false }, { "id": "evt_09db2797d0618d107425", "entity_id": "gh:t8y2/dbx", "item_url": "/item/t8y2-dbx/", "title": "t8y2/dbx", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14288, "after": 14436, "explanation": "Stars changed: 14288 → 14436.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "Data tooling", "local_ai": true, "local_model_compatible": true, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Developers who want a DBeaver-replacement without the Java runtime", "Teams connecting Claude Code, Cursor, Windsurf, or Codex to existing database connections via MCP" ], "risk_categories": [], "search_text": "t8y2/dbx t8y2 open_source data_tooling data_tooling gold conditional try_now developers who want a dbeaver-replacement without the java runtime teams connecting claude code, cursor, windsurf, or codex to existing database connections via mcp docker model context protocol mongodb mysql postgresql redis model context protocol", "material_mover": false }, { "id": "evt_09c867ddf27f584cf54d", "entity_id": "gh:agent-sh/agent-workspace-linux", "item_url": "/item/agent-sh-agent-workspace-linux/", "title": "agent-sh/agent-workspace-linux", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 77, "after": 79, "explanation": "Stars changed: 77 → 79.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Server", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Teams testing browser QA or GUI automation without surrendering the host desktop", "Developers building MCP-based computer-use flows with a clearer boundary model" ], "risk_categories": [], "search_text": "agent-sh/agent-workspace-linux agent-sh open_source other gold conditional try_now teams testing browser qa or gui automation without surrendering the host desktop developers building mcp-based computer-use flows with a clearer boundary model claude code model context protocol openai codex model context protocol", "material_mover": false }, { "id": "evt_09b940447c75d3be828e", "entity_id": "gh:mira-wm/mira", "item_url": "/item/mira-wm-mira/", "title": "mira-wm/mira", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 497, "after": 499, "explanation": "Stars changed: 497 → 499.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 5B-parameter", "section": "Real-Time 2v2 Rocket League World Model", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI researchers, ML researchers, agent developers, simulation engineers, robotics teams, autonomous-systems engineers", "AI researchers + simulation engineers that want a 5B-parameter real-time latent-diffusion 2v2 world model at 20 FPS on" ], "risk_categories": [], "search_text": "mira-wm/mira mira-wm open_source other gold low try_now ai researchers, ml researchers, agent developers, simulation engineers, robotics teams, autonomous-systems engineers, game-ai developers, esports researchers, ai-curious readers tracking ai researchers + simulation engineers that want a 5b-parameter real-time latent-diffusion 2v2 world model at 20 fps o", "material_mover": false }, { "id": "evt_09a70fdffe4045d8c0cc", "entity_id": "gh:pipeshub-ai/pipeshub-ai", "item_url": "/item/pipeshub-ai-pipeshub-ai/", "title": "pipeshub-ai/pipeshub-ai", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3189, "after": 3193, "explanation": "Stars changed: 3189 → 3193.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "worth_watch", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Enterprise AI context infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 4.8, "best_for": [ "enterprise teams building internal search or RAG systems over company data", "platform engineers evaluating governed context layers for agents and workflow automation" ], "risk_categories": [ "system" ], "search_text": "pipeshub-ai/pipeshub-ai pipeshub-ai open_source other gold high worth_watch enterprise teams building internal search or rag systems over company data platform engineers evaluating governed context layers for agents and workflow automation langchain ollama slack", "material_mover": false }, { "id": "evt_09938c78f9282adf373d", "entity_id": "gh:zennotes/zennotes", "item_url": "/item/zennotes-zennotes/", "title": "ZenNotes/zennotes", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2293, "after": 2298, "explanation": "Stars changed: 2293 → 2298.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MCP Notes App", "section": "Knowledge Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Developers who want Claude Code or Codex to read and update a local knowledge vault through MCP", "People replacing heavier knowledge tools with plain Markdown and CSV files that stay on disk" ], "risk_categories": [], "search_text": "zennotes/zennotes zennotes open_source other gold conditional try_now developers who want claude code or codex to read and update a local knowledge vault through mcp people replacing heavier knowledge tools with plain markdown and csv files that stay on disk model context protocol model context protocol", "material_mover": false }, { "id": "evt_09532cc89c2db3e96d53", "entity_id": "gh:pingdotgg/t3code", "item_url": "/item/pingdotgg-t3code/", "title": "pingdotgg/t3code", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 18383, "after": 18577, "explanation": "Stars changed: 18383 → 18577.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 5.5, "best_for": [ "Developers coordinating several coding-agent sessions who want a visual local control surface." ], "risk_categories": [], "search_text": "pingdotgg/t3code pingdotgg open_source other silver high worth_watch developers coordinating several coding-agent sessions who want a visual local control surface.", "material_mover": false }, { "id": "evt_08dc6c320157709b463f", "entity_id": "gh:iamzhihuix/skills-manage", "item_url": "/item/iamzhihuix-skills-manage/", "title": "iamzhihuix/skills-manage", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2169, "after": 2170, "explanation": "Stars changed: 2169 → 2170.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Desktop App", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who switch between Claude Code, Codex, Cursor, and Gemini CLI", "Teams curating shared skill packs for multiple agent environments" ], "risk_categories": [], "search_text": "iamzhihuix/skills-manage iamzhihuix open_source other gold conditional try_now developers who switch between claude code, codex, cursor, and gemini cli teams curating shared skill packs for multiple agent environments claude code", "material_mover": false }, { "id": "evt_08ce7799c46e63efa7e1", "entity_id": "gh:leaningtech/browsercode", "item_url": "/item/leaningtech-browsercode/", "title": "leaningtech/browsercode", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 115, "after": 118, "explanation": "Stars changed: 115 → 118.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.78, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "leaningtech/browsercode leaningtech open_source other silver none watch ai developers technical founders claude code", "material_mover": false }, { "id": "evt_08a20b76858890e57f1d", "entity_id": "gh:open-multi-agent/open-multi-agent", "item_url": "/item/open-multi-agent-open-multi-agent/", "title": "open-multi-agent/open-multi-agent", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6768, "after": 6773, "explanation": "Stars changed: 6768 → 6773.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "TypeScript teams", "agent framework builders" ], "risk_categories": [], "search_text": "open-multi-agent/open-multi-agent open-multi-agent open_source agent_framework agent_framework gold conditional try_now typescript teams agent framework builders anthropic claude claude code google gemini model context protocol ollama openai model context protocol", "material_mover": false }, { "id": "evt_08a08435e992b82f6037", "entity_id": "gh:cloudwego/eino", "item_url": "/item/cloudwego-eino/", "title": "cloudwego/eino", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.10.0-alpha.14", "after": "v0.9.14", "explanation": "Version changed: v0.10.0-alpha.14 → v0.9.14.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 7.17, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "cloudwego/eino cloudwego open_source other silver none watch ai developers technical founders langchain", "material_mover": false }, { "id": "evt_087daeca3d6fcaa6834c", "entity_id": "gh:ericlbuehler/mistral.rs", "item_url": "/item/ericlbuehler-mistral-rs-v0-8-10/", "title": "EricLBuehler/mistral.rs v0.8.10", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7587, "after": 7592, "explanation": "Stars changed: 7587 → 7592.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "LLM Inference", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "infrastructure teams selecting inference runtimes", "Rust-focused AI builders" ], "risk_categories": [ "system" ], "search_text": "ericlbuehler/mistral.rs v0.8.10 ericlbuehler open_source other silver conditional watch infrastructure teams selecting inference runtimes rust-focused ai builders", "material_mover": false }, { "id": "evt_08709f44965cff065a43", "entity_id": "gh:evermind-ai/everos", "item_url": "/item/evermind-ai-everos/", "title": "EverMind-AI/EverOS", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 11975, "after": 11999, "explanation": "Stars changed: 11975 → 11999.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Knowledge Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Builders adding long-term memory to coding assistants or personal agent workflows", "Teams that want durable memory in files they can inspect, back up, diff, and migrate" ], "risk_categories": [], "search_text": "evermind-ai/everos evermind-ai open_source rag_knowledge rag_knowledge gold medium try_now builders adding long-term memory to coding assistants or personal agent workflows teams that want durable memory in files they can inspect, back up, diff, and migrate model context protocol model context protocol", "material_mover": false }, { "id": "evt_086dff69efa596362235", "entity_id": "gh:imkunal007219/claude-coworker-model", "item_url": "/item/imkunal007219-claude-coworker-model/", "title": "imkunal007219/claude-coworker-model", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 163, "after": 164, "explanation": "Stars changed: 163 → 164.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Coding Assistant", "section": "Coding Workflows", "local_ai": true, "local_model_compatible": true, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers trying to reduce coding-agent costs on large repos", "Teams offloading transcript extraction, doc drafting, and broad file sweeps from premium models" ], "risk_categories": [ "account" ], "search_text": "imkunal007219/claude-coworker-model imkunal007219 open_source other silver conditional try_now developers trying to reduce coding-agent costs on large repos teams offloading transcript extraction, doc drafting, and broad file sweeps from premium models", "material_mover": false }, { "id": "evt_083e8d0cba8069b88b6d", "entity_id": "gh:matthiasn/lotti", "item_url": "/item/matthiasn-lotti/", "title": "matthiasn/lotti", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1161, "after": 1162, "explanation": "Stars changed: 1161 → 1162.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.33, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "sensitive", "impact" ], "search_text": "matthiasn/lotti matthiasn open_source other silver none try_now ai developers technical founders", "material_mover": false }, { "id": "evt_0833fd58d6aaee2fee7f", "entity_id": "gh:microsoft/flint-chart", "item_url": "/item/microsoft-flint-chart/", "title": "microsoft/flint-chart", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3704, "after": 3755, "explanation": "Stars changed: 3704 → 3755.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Microsoft Research", "section": "Visualization Intermediate Language for AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent developers, data viz developers, automation builders, technical writers, AI-curious readers, and any", "Engineering teams that want AI agents to author charts -- the `flint-chart-mcp` server gives agents Flint tools and" ], "risk_categories": [], "search_text": "microsoft/flint-chart microsoft open_source other gold low try_now ai agent developers, data viz developers, automation builders, technical writers, ai-curious readers, and any developer building ai-driven chart workflows -- and who can pair microsoft/flint-chart engineering teams that want ai agents to author charts -- the `flint-chart-mcp` server gives age", "material_mover": false }, { "id": "evt_080073a5f0626cec52ea", "entity_id": "gh:iofficeai/officecli", "item_url": "/item/iofficeai-officecli/", "title": "iOfficeAI/OfficeCLI", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 27914, "after": 28143, "explanation": "Stars changed: 27914 → 28143.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.41, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "candidate", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "iofficeai/officecli iofficeai open_source other creative_tool gold none try_now ai developers technical founders claude code openai codex", "material_mover": false }, { "id": "evt_07aed5a84d22df78f926", "entity_id": "gh:anthropics/defending-code-reference-harness", "item_url": "/item/anthropics-defending-code-reference-harness/", "title": "anthropics/defending-code-reference-harness", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6987, "after": 7029, "explanation": "Stars changed: 6987 → 7029.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Anthropic's reference harness", "section": "Apache-2.0 reference implementation from", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Security teams and engineering teams that need an autonomous vulnerability discovery + remediation loop and want", "Engineering teams that want to use Claude Code for security work and need a skill set (not a product) that the team" ], "risk_categories": [ "system" ], "search_text": "anthropics/defending-code-reference-harness anthropics open_source security security gold low try_now security teams and engineering teams that need an autonomous vulnerability discovery + remediation loop and want anthropic's reference implementation as a starting point (not a vendor lock-in — the engineering teams that want to use claude code for securit", "material_mover": false }, { "id": "evt_079b8c8036cbbc30389c", "entity_id": "gh:dataelement/bisheng", "item_url": "/item/bisheng-apache-2-0-enterprise-llm-devops-platform-with-workflow-orchestr/", "title": "BISHENG: Apache-2.0 Enterprise LLM Devops Platform with Workflow Orchestration + Lingsight Agent + AGL Framework + Document Parsing (11,501*, Docker Compose, English/Japanese/Chinese)", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 11856, "after": 11858, "explanation": "Stars changed: 11856 → 11858.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "bisheng: apache-2.0 enterprise llm devops platform with workflow orchestration + lingsight agent + agl framework + document parsing (11,501*, docker compose, english/japanese/chinese) dataelement open_source other gold low try_now ai developers technical founders openai", "material_mover": false }, { "id": "evt_077c89170e33b27c724e", "entity_id": "gh:open-gsd/gsd-pi", "item_url": "/item/open-gsd-gsd-pi/", "title": "open-gsd/gsd-pi", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1048, "after": 1051, "explanation": "Stars changed: 1048 → 1051.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Local Coding Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who want a local-first coding agent with project memory and workflow control", "Teams that need Git worktrees and staged validation instead of direct edits on the main checkout" ], "risk_categories": [ "system" ], "search_text": "open-gsd/gsd-pi open-gsd open_source other gold conditional try_now developers who want a local-first coding agent with project memory and workflow control teams that need git worktrees and staged validation instead of direct edits on the main checkout", "material_mover": false }, { "id": "evt_075b497a28451cc2b413", "entity_id": "gh:langwatch/langwatch", "item_url": "/item/langwatch-apache-2-0-llm-evaluation-and-ai-agent-testing-platform-end-to/", "title": "LangWatch: Apache-2.0 LLM Evaluation and AI Agent Testing Platform (End-to-End Sim + Eval + Observability + AI Gateway)", "category": "research", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "langwatch-3.12.0", "after": "langwatch-3.13.0", "explanation": "Version changed: langwatch-3.12.0 → langwatch-3.13.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "research", "verification_stage": "discovered", "type": "Research", "section": "research", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "AI engineers / agent developers needing end-to-end LLM evaluation + observability + prompt management + AI Gateway in", "AI engineers + Trace-Dataset-Evaluate-Optimize-loop users that want the end-to-end Trace -> Dataset -> Evaluate ->" ], "risk_categories": [], "search_text": "langwatch: apache-2.0 llm evaluation and ai agent testing platform (end-to-end sim + eval + observability + ai gateway) langwatch research research research gold low try_now ai engineers / agent developers needing end-to-end llm evaluation + observability + prompt management + ai gateway in one self-hostable platform + ai infra / sre teams deploying llm work", "material_mover": false }, { "id": "evt_0742183d78b0e3d28b25", "entity_id": "gh:asymptote-labs/agent-beacon", "item_url": "/item/asymptote-labs-agent-beacon/", "title": "Asymptote-Labs/agent-beacon", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 308, "after": 310, "explanation": "Stars changed: 308 → 310.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Open-source OpenTelemetry GenAI", "section": "MIT open-source telemetry layer for AI agents", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Security and IT teams that need visibility into AI agent activity across local endpoints, CI jobs, and cloud-agent", "Security operations centers that already run an OpenTelemetry pipeline and want AI agent activity to feed the same SOC" ], "risk_categories": [], "search_text": "asymptote-labs/agent-beacon asymptote-labs open_source other gold low try_now security and it teams that need visibility into ai agent activity across local endpoints, ci jobs, and cloud-agent surfaces security operations centers that already run an opentelemetry pipeline and want ai agent activity to feed the same soc dashboards as the rest of the telemetry", "material_mover": false }, { "id": "evt_0730faf46c9f6dffcd62", "entity_id": "gh:wanxingai/lightagent", "item_url": "/item/wanxingai-lightagent/", "title": "wanxingai/LightAgent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1202, "after": 1203, "explanation": "Stars changed: 1202 → 1203.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI Agents / Agent Framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI builders who want a production-friendly agent framework without writing a custom runtime", "Startup engineers evaluating lightweight multi-agent stacks before committing to a platform" ], "risk_categories": [], "search_text": "wanxingai/lightagent wanxingai open_source other gold low try_now ai builders who want a production-friendly agent framework without writing a custom runtime startup engineers evaluating lightweight multi-agent stacks before committing to a platform model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_072a520ae9ddadc348fc", "entity_id": "gh:manaflow-ai/cmux", "item_url": "/item/manaflow-ai-cmux/", "title": "manaflow-ai/cmux", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 25975, "after": 26024, "explanation": "Stars changed: 25975 → 26024.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GPL-3.0-with-commercial-carve-ou", "section": "cmux: Ghostty-Based macOS Terminal for AI", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent developers, AI coding agent users, macOS power users, terminal power users, Ghostty users, AI-curious readers", "AI agent developers + macOS power users that want the vertical tabs (the macOS Terminal and iTerm have horizontal" ], "risk_categories": [ "system" ], "search_text": "manaflow-ai/cmux manaflow-ai open_source other silver conditional try_now ai agent developers, ai coding agent users, macos power users, terminal power users, ghostty users, ai-curious readers tracking the ai-coding-agent space, engineering teams wiring coding agents to ai agent developers + macos power users that want the vertical tabs (the macos terminal a", "material_mover": false }, { "id": "evt_0702751d8df760e89d26", "entity_id": "gh:rebel0789/codexpro", "item_url": "/item/rebel0789-codexpro/", "title": "rebel0789/codexpro", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1568, "after": 1584, "explanation": "Stars changed: 1568 → 1584.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers who prefer ChatGPT over Claude Code or Codex CLI and want a local coding agent", "anyone with a paid ChatGPT subscription who wants to drive a real repo from the chat (file + shell access) instead of" ], "risk_categories": [ "system" ], "search_text": "rebel0789/codexpro rebel0789 open_source other silver conditional try_now developers who prefer chatgpt over claude code or codex cli and want a local coding agent anyone with a paid chatgpt subscription who wants to drive a real repo from the chat (file + shell access) instead of pasting code model context protocol model context protocol", "material_mover": false }, { "id": "evt_06d52e02378754a458a0", "entity_id": "gh:qataruts/monlite", "item_url": "/item/qataruts-monlite/", "title": "qataruts/monlite", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "active", "after": "maintained", "explanation": "Maintenance changed: active → maintained.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Embedded Agent Backend", "section": "Developer Infra", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Developers prototyping local RAG and agent backends without Docker-heavy service stacks", "TypeScript teams that want SQLite-native documents, vectors, queues, and cron in one package family" ], "risk_categories": [], "search_text": "qataruts/monlite qataruts open_source other gold none try_now developers prototyping local rag and agent backends without docker-heavy service stacks typescript teams that want sqlite-native documents, vectors, queues, and cron in one package family", "material_mover": false }, { "id": "evt_06d2c001416b1abee2f4", "entity_id": "gh:tabbyml/tabby", "item_url": "/item/tabbyml-tabby/", "title": "TabbyML/tabby", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 33820, "after": 33824, "explanation": "Stars changed: 33820 → 33824.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "repo", "section": "AI coding assistants", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Teams that need a self-hosted AI coding assistant on consumer-grade GPUs without a managed-cloud dependency", "Engineers integrating AI code completion into existing Cloud IDE / VSCode / JetBrains infrastructure via Tabby's" ], "risk_categories": [], "search_text": "tabbyml/tabby tabbyml open_source coding_agent coding_agent gold low try_now teams that need a self-hosted ai coding assistant on consumer-grade gpus without a managed-cloud dependency engineers integrating ai code completion into existing cloud ide / vscode / jetbrains infrastructure via tabby's openapi interface", "material_mover": false }, { "id": "evt_0638c016b12690088c6c", "entity_id": "gh:google/adk-go", "item_url": "/item/google-adk-go/", "title": "google/adk-go", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 8650, "after": 8653, "explanation": "Stars changed: 8650 → 8653.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Go backend teams", "agent platform engineers" ], "risk_categories": [], "search_text": "google/adk-go google open_source agent_framework agent_framework gold conditional try_now go backend teams agent platform engineers google gemini model context protocol model context protocol sdk", "material_mover": false }, { "id": "evt_0629f8636d2a7d2ddf24", "entity_id": "gh:riponcm/projectmem", "item_url": "/item/riponcm-projectmem/", "title": "riponcm/projectmem", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 625, "after": 654, "explanation": "Stars changed: 625 → 654.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MIT local-first memory +", "section": "riponcm/projectmem", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "**AI coding agent users (Claude Code / Codex / Cursor / Copilot / Aider)** — projectmem is the MIT local-first memory", "**Anyone tired of watching their AI repeat the same failed approach in a new session** — `pjm precheck` warns *before*" ], "risk_categories": [], "search_text": "riponcm/projectmem riponcm open_source rag_knowledge rag_knowledge gold low try_now **ai coding agent users (claude code / codex / cursor / copilot / aider)** — projectmem is the mit local-first memory + judgment layer that sits above your ai tools, captures every failed attempt **anyone tired of watching their ai repeat the same failed approach in a new s", "material_mover": true }, { "id": "evt_0626a5383a6d17de6f7a", "entity_id": "gh:zoo-code-org/zoo-code", "item_url": "/item/zoo-code-org-zoo-code/", "title": "Zoo-Code-Org/Zoo-Code", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1599, "after": 1613, "explanation": "Stars changed: 1599 → 1613.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 community", "section": "Zoo Code: Community Continuation of Roo Code", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "VS Code users, AI coding agent developers, AI-curious readers, engineering teams that were using Roo Code and need a", "VS Code users + engineering teams that were using Roo Code and need a community-maintained successor -- the right" ], "risk_categories": [], "search_text": "zoo-code-org/zoo-code zoo-code-org open_source coding_agent coding_agent gold low try_now vs code users, ai coding agent developers, ai-curious readers, engineering teams that were using roo code and need a community-maintained successor, and any developer wiring a multi-agent ai vs code users + engineering teams that were using roo code and need a community", "material_mover": false }, { "id": "evt_061da8875670f33a3a16", "entity_id": "gh:langchain-ai/openwiki", "item_url": "/item/langchain-ai-openwiki/", "title": "langchain-ai/openwiki", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 14940, "after": 15009, "explanation": "Stars changed: 14940 → 15009.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "LangChain CLI that writes +", "section": "Documentation & Knowledge", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "candidate", "setup_ease": 8.8, "best_for": [ "Any developer, agent builder, or team that runs Claude Code, Codex, Cursor, or another coding agent against a", "Anyone who wants a doc tree the agent maintains itself — install via `npm install -g openwiki`, run `openwiki --init`" ], "risk_categories": [ "system" ], "search_text": "langchain-ai/openwiki langchain-ai open_source other rag_knowledge silver conditional try_now any developer, agent builder, or team that runs claude code, codex, cursor, or another coding agent against a long-lived codebase and wants the agent's context discovery to reference a maintained anyone who wants a doc tree the agent maintains itself — install via", "material_mover": false }, { "id": "evt_059f52f5f7c94f4748cd", "entity_id": "gh:moonshotai/kimi-code", "item_url": "/item/moonshotai-kimi-code/", "title": "MoonshotAI/kimi-code", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6444, "after": 6559, "explanation": "Stars changed: 6444 → 6559.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Coding Agent", "section": "MIT Terminal AI Coding Agent from Moonshot AI —", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [ "system" ], "search_text": "moonshotai/kimi-code moonshotai open_source coding_agent coding_agent gold low try_now software engineers developer-tool teams", "material_mover": false }, { "id": "evt_0589374e514fbd01a7d1", "entity_id": "gh:tencentcloud/octop", "item_url": "/item/tencentcloud-octop/", "title": "TencentCloud/Octop", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.9.22", "after": "v0.9.23", "explanation": "Version changed: v0.9.22 → v0.9.23.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Agent Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "teams needing a self-hostable multi-agent assistant under an OSS license", "internal AI tooling teams wanting PyPI-installable multi-agent runtime" ], "risk_categories": [], "search_text": "tencentcloud/octop tencentcloud open_source other silver conditional worth_watch teams needing a self-hostable multi-agent assistant under an oss license internal ai tooling teams wanting pypi-installable multi-agent runtime", "material_mover": false }, { "id": "evt_0565eed778b02315fe26", "entity_id": "gh:ginlix-ai/langalpha", "item_url": "/item/ginlix-ai-langalpha/", "title": "ginlix-ai/LangAlpha", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1623, "after": 1634, "explanation": "Stars changed: 1623 → 1634.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "worth_watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Harness", "section": "Vertical Agent (Finance)", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "developers building LangChain or LangGraph agents in finance", "founders prototyping AI investment tools without a closed vendor" ], "risk_categories": [ "impact" ], "search_text": "ginlix-ai/langalpha ginlix-ai open_source other silver medium worth_watch developers building langchain or langgraph agents in finance founders prototyping ai investment tools without a closed vendor langchain model context protocol model context protocol", "material_mover": false }, { "id": "evt_053fccee37e6e2077d04", "entity_id": "gh:genspark-ai/genoffice", "item_url": "/item/genspark-ai-genoffice/", "title": "genspark-ai/genoffice", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.6.279", "after": "v0.6.389", "explanation": "Version changed: v0.6.279 → v0.6.389.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "worth_watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Office / Document Generation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "power users who want a single AI-native office suite across multiple document types", "product teams evaluating open-source AI office alternatives" ], "risk_categories": [], "search_text": "genspark-ai/genoffice genspark-ai open_source other silver none worth_watch power users who want a single ai-native office suite across multiple document types product teams evaluating open-source ai office alternatives", "material_mover": false }, { "id": "evt_052d532c188999cc7892", "entity_id": "gh:future-agi/future-agi", "item_url": "/item/future-agi-future-agi/", "title": "future-agi/future-agi", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1655, "after": 1670, "explanation": "Stars changed: 1655 → 1670.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "candidate", "setup_ease": 4.2, "best_for": [ "LLM app teams", "agent developers" ], "risk_categories": [], "search_text": "future-agi/future-agi future-agi open_source other research silver conditional watch llm app teams agent developers opentelemetry", "material_mover": false }, { "id": "evt_04d626977003f6f6d439", "entity_id": "gh:pydantic/logfire", "item_url": "/item/pydantic-logfire/", "title": "pydantic/logfire", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4421, "after": 4424, "explanation": "Stars changed: 4421 → 4424.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 6.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 8.0, "best_for": [ "Python teams instrumenting LLM and agent applications", "developers already using Pydantic or OpenTelemetry" ], "risk_categories": [], "search_text": "pydantic/logfire pydantic open_source other silver conditional worth_watch python teams instrumenting llm and agent applications developers already using pydantic or opentelemetry openai opentelemetry", "material_mover": false }, { "id": "evt_04c2d001bb23537dccb8", "entity_id": "gh:mbbill/mind-expander", "item_url": "/item/mbbill-mind-expander/", "title": "mbbill/mind-expander", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 101, "after": 102, "explanation": "Stars changed: 101 → 102.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Code Intelligence", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Developers reviewing architecture-heavy pull requests", "Teams planning refactors across Rust or TypeScript codebases" ], "risk_categories": [], "search_text": "mbbill/mind-expander mbbill open_source other silver none try_now developers reviewing architecture-heavy pull requests teams planning refactors across rust or typescript codebases", "material_mover": false }, { "id": "evt_04bd52f007fb37591fc1", "entity_id": "gh:deepdoctection/deepdoctection", "item_url": "/item/deepdoctection-deepdoctection/", "title": "deepdoctection/deepdoctection", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3204, "after": 3205, "explanation": "Stars changed: 3204 → 3205.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Apache-2.0 document AI stack for layout, OCR", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "unreviewed", "setup_ease": 5.7, "best_for": [ "developers building structured document extraction systems", "teams parsing invoices, forms, and report PDFs" ], "risk_categories": [], "search_text": "deepdoctection/deepdoctection deepdoctection open_source other gold conditional try_now developers building structured document extraction systems teams parsing invoices, forms, and report pdfs", "material_mover": false }, { "id": "evt_0492ac7744a2eafe05a0", "entity_id": "gh:zebbern/claude-code-guide", "item_url": "/item/zebbern-claude-code-guide/", "title": "zebbern/claude-code-guide", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 4559, "after": 4561, "explanation": "Stars changed: 4559 → 4561.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Claude Code Reference Guide / Skills Library", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Claude Code power users who want a community-maintained reference for commands, configuration, environment variables", "AI coding-agent teams who need an MIT-licensed Markdown reference for onboarding new members and documenting the" ], "risk_categories": [], "search_text": "zebbern/claude-code-guide zebbern open_source other silver low try_now claude code power users who want a community-maintained reference for commands, configuration, environment variables, agents, skills, and mcp integrations ai coding-agent teams who need an mit-licensed markdown reference for onboarding new members and documenting the team's claude code pa", "material_mover": false }, { "id": "evt_0476acccce3cc01e7f1d", "entity_id": "gh:e2b-dev/open-computer-use", "item_url": "/item/e2b-dev-open-computer-use/", "title": "e2b-dev/open-computer-use", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2197, "after": 2199, "explanation": "Stars changed: 2197 → 2199.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "high", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Apache-2.0 sandbox-first computer-use runtime", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "builders testing inspectable computer-use stacks without waiting for closed beta access", "teams comparing sandboxed desktop agents against browser-only automation" ], "risk_categories": [ "system" ], "search_text": "e2b-dev/open-computer-use e2b-dev open_source other gold high try_now builders testing inspectable computer-use stacks without waiting for closed beta access teams comparing sandboxed desktop agents against browser-only automation anthropic claude", "material_mover": false }, { "id": "evt_046b3ea47ab9f42f21f2", "entity_id": "gh:google/agents-cli", "item_url": "/item/google-agents-cli/", "title": "google/agents-cli", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5580, "after": 5609, "explanation": "Stars changed: 5580 → 5609.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Framework", "section": "AI Infrastructure / Deployment", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "developers shipping Gemini or ADK-based agents on Google Cloud", "platform teams that want repeatable agent scaffolding and eval steps" ], "risk_categories": [], "search_text": "google/agents-cli google open_source other gold conditional try_now developers shipping gemini or adk-based agents on google cloud platform teams that want repeatable agent scaffolding and eval steps google cloud google gemini", "material_mover": false }, { "id": "evt_043ac0026114072c6533", "entity_id": "gh:future-agi/future-agi", "item_url": "/item/future-agi-future-agi/", "title": "future-agi/future-agi", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v1.27.3", "after": "v1.27.4", "explanation": "Version changed: v1.27.3 → v1.27.4.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Evaluation / Observability", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "candidate", "setup_ease": 4.2, "best_for": [ "LLM app teams", "agent developers" ], "risk_categories": [], "search_text": "future-agi/future-agi future-agi open_source other research silver conditional watch llm app teams agent developers opentelemetry", "material_mover": false }, { "id": "evt_0410e1cf2c70b3b182ba", "entity_id": "gh:krea-ai/krea-2", "item_url": "/item/krea-ai-krea-2/", "title": "krea-ai/krea-2", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 747, "after": 748, "explanation": "Stars changed: 747 → 748.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 open-weights", "section": "krea-ai/krea-2 is the Apache-2.0 open-weights", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "**AI researchers and studios wanting an open-weights text-to-image foundation model** — Krea 2 is the only Apache-2.0", "**LoRA authors and post-training researchers** — the Raw checkpoint is the right surface for fine-tuning, LoRA" ], "risk_categories": [], "search_text": "krea-ai/krea-2 krea-ai open_source other gold none try_now **ai researchers and studios wanting an open-weights text-to-image foundation model** — krea 2 is the only apache-2.0 top-10 model on artificial analysis trained from scratch by an independent lab **lora authors and post-training researchers** — the raw checkpoint is the right surface for fine-tu", "material_mover": false }, { "id": "evt_03d14d132e6097ad332a", "entity_id": "gh:janderswag/legal-document-chat", "item_url": "/item/janderswag-legal-document-chat/", "title": "janderswag/legal-document-chat", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 29, "after": 30, "explanation": "Stars changed: 29 → 30.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Document AI Tool", "section": "Document AI", "local_ai": true, "local_model_compatible": true, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Engineers building private document-chat or legal-tech products", "Founders who need a self-hostable cited-RAG stack for sensitive clients" ], "risk_categories": [ "sensitive", "impact" ], "search_text": "janderswag/legal-document-chat janderswag open_source other silver conditional try_now engineers building private document-chat or legal-tech products founders who need a self-hostable cited-rag stack for sensitive clients self-hosted ollama", "material_mover": false }, { "id": "evt_03cd710206e2b54a6251", "entity_id": "gh:helloyulife/coderbar", "item_url": "/item/helloyulife-coderbar/", "title": "helloyulife/CoderBar", "category": "other", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "source_activity_not_yet_measured", "after": "active", "explanation": "Maintenance changed: source_activity_not_yet_measured → active.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "Codex / Claude Code Tooling", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Codex / Claude Code users on macOS who want menu-bar visibility", "teams running multiple agent sessions in parallel" ], "risk_categories": [], "search_text": "helloyulife/coderbar helloyulife open_source other silver low try_now codex / claude code users on macos who want menu-bar visibility teams running multiple agent sessions in parallel", "material_mover": false }, { "id": "evt_03b233ac646c444d6ff8", "entity_id": "gh:ed1s0nz/cyberstrikeai", "item_url": "/item/ed1s0nz-cyberstrikeai/", "title": "Ed1s0nZ/CyberStrikeAI", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5712, "after": 5734, "explanation": "Stars changed: 5712 → 5734.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "AI-Native Penetration Testing Platform", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "ed1s0nz/cyberstrikeai ed1s0nz open_source other silver conditional worth_watch ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_03ab16845df262c9e4e5", "entity_id": "gh:r1n7aro/locus", "item_url": "/item/r1n7aro-locus/", "title": "r1n7aro/Locus", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.7.0", "after": "v0.7.2", "explanation": "Version changed: v0.7.0 → v0.7.2.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "other", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "r1n7aro/locus r1n7aro open_source other silver none try_now ai developers technical founders openai codex", "material_mover": false }, { "id": "evt_038d592fa7404e98369e", "entity_id": "gh:bytebase/dbhub", "item_url": "/item/bytebase-dbhub/", "title": "bytebase/dbhub", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3346, "after": 3352, "explanation": "Stars changed: 3346 → 3352.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "medium", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Database MCP server", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "developers who want AI-assisted schema search or SQL help without adopting a hosted database copilot", "platform teams standardizing one MCP bridge across several database engines" ], "risk_categories": [], "search_text": "bytebase/dbhub bytebase open_source other gold medium try_now developers who want ai-assisted schema search or sql help without adopting a hosted database copilot platform teams standardizing one mcp bridge across several database engines anthropic claude model context protocol mysql openai codex postgresql model context protocol", "material_mover": false }, { "id": "evt_035b6a42294899c130b8", "entity_id": "gh:archestra-ai/archestra", "item_url": "/item/archestra-ai-archestra/", "title": "archestra-ai/archestra", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "platform-v1.3.33", "after": "platform-v1.3.36", "explanation": "Version changed: platform-v1.3.33 → platform-v1.3.36.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 6.76, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "archestra-ai/archestra archestra-ai open_source other silver conditional watch ai developers technical founders claude google gemini model context protocol openai model context protocol", "material_mover": false }, { "id": "evt_0355a09ab05077198dc8", "entity_id": "gh:primeintellect-ai/renderers", "item_url": "/item/primeintellect-ai-renderers/", "title": "PrimeIntellect-ai/renderers", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 144, "after": 145, "explanation": "Stars changed: 144 → 145.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Infrastructure / LLM Tooling", "section": "Apache-2.0 Programmable Chat Templates for LLM", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [ "account" ], "search_text": "primeintellect-ai/renderers primeintellect-ai open_source other silver low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_034c1c904d8963bb0b47", "entity_id": "gh:google/torchax", "item_url": "/item/google-torchax/", "title": "google/torchax", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 236, "after": 237, "explanation": "Stars changed: 236 → 237.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Bronze", "risk": "none", "verdict": "watch", "score": 5.3, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "other", "discovery_topic_status": "other", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "google/torchax google open_source other other bronze none watch ai developers technical founders", "material_mover": false }, { "id": "evt_032ac4a07c809aa07527", "entity_id": "gh:yb2460/harness-anything", "item_url": "/item/yb2460-harness-anything/", "title": "yb2460/harness-anything", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1434, "after": 1451, "explanation": "Stars changed: 1434 → 1451.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Hub / Desktop Automation", "section": "MIT AI Agent Control Hub for WPS / MS Office /", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "yb2460/harness-anything yb2460 open_source other silver low try_now ai developers technical founders", "material_mover": false }, { "id": "evt_0314ea63e43f9b3801e5", "entity_id": "gh:mishushakov/llm-scraper", "item_url": "/item/mishushakov-llm-scraper/", "title": "mishushakov/llm-scraper", "category": "data_tooling", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 6905, "after": 6908, "explanation": "Stars changed: 6905 → 6908.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Web Extraction", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "reviewed", "setup_ease": 8.8, "best_for": [ "Developers building data pipelines on top of messy web content", "Agent builders who need structured facts from pages instead of free-form text" ], "risk_categories": [], "search_text": "mishushakov/llm-scraper mishushakov open_source data_tooling data_tooling gold conditional try_now developers building data pipelines on top of messy web content agent builders who need structured facts from pages instead of free-form text langchain openai", "material_mover": false }, { "id": "evt_0311f2fe09b1c54f7a59", "entity_id": "gh:n8n-io/n8n", "item_url": "/item/n8n-io-n8n/", "title": "n8n-io/n8n", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 200364, "after": 200517, "explanation": "Stars changed: 200364 → 200517.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 6.74, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Watchlist", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "n8n-io/n8n n8n-io open_source other silver conditional watch ai developers technical founders self-hosted model context protocol model context protocol", "material_mover": false }, { "id": "evt_02e8c0be57b708a12d2b", "entity_id": "gh:strukto-ai/mirage", "item_url": "/item/strukto-ai-mirage/", "title": "strukto-ai/mirage", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3402, "after": 3404, "explanation": "Stars changed: 3402 → 3404.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "data_tooling", "discovery_topic_status": "candidate", "setup_ease": 8.8, "best_for": [ "agent developers tired of writing N MCP servers and M SDKs to reach every backend their agent needs", "teams who want one bash-shaped interface (grep / find / cp / cat) across S3, Slack, Gmail, Notion, GitHub, Postgres" ], "risk_categories": [], "search_text": "strukto-ai/mirage strukto-ai open_source other data_tooling gold conditional try_now agent developers tired of writing n mcp servers and m sdks to reach every backend their agent needs teams who want one bash-shaped interface (grep / find / cp / cat) across s3, slack, gmail, notion, github, postgres, redis, mongo, etc. claude code langchain", "material_mover": false }, { "id": "evt_02da42e64a12daecc2bb", "entity_id": "gh:wrongstack/wrongstack", "item_url": "/item/wrongstack-wrongstack/", "title": "WrongStack/WrongStack", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 226, "after": 227, "explanation": "Stars changed: 226 → 227.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Coding Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "Advanced coding-agent users comparing richer control planes than a plain terminal loop", "Teams studying subagent orchestration, policy controls, and project-scoped memory" ], "risk_categories": [ "system", "account" ], "search_text": "wrongstack/wrongstack wrongstack open_source other silver conditional try_now advanced coding-agent users comparing richer control planes than a plain terminal loop teams studying subagent orchestration, policy controls, and project-scoped memory", "material_mover": false }, { "id": "evt_02bf7202d1865f257bfa", "entity_id": "gh:graphify-labs/graphify", "item_url": "/item/graphify-labs-graphify/", "title": "Graphify-Labs/graphify", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 105600, "after": 105989, "explanation": "Stars changed: 105600 → 105989.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MIT Claude Code skill", "section": "Graphify: Multimodal Knowledge-Graph Skill for", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent developers, AI coding agent users, Claude Code users, knowledge-management practitioners, Obsidian users", "AI agent developers + Claude Code users that want the multimodal ingest (Claude vision for whiteboard photos" ], "risk_categories": [ "system", "account" ], "search_text": "graphify-labs/graphify graphify-labs open_source other gold low try_now ai agent developers, ai coding agent users, claude code users, knowledge-management practitioners, obsidian users, documentation engineers, ai-curious readers tracking the claude code skill ai agent developers + claude code users that want the multimodal ingest (claude vision for whitebo", "material_mover": false }, { "id": "evt_02bb41ff48b80abb87c0", "entity_id": "gh:macro-inc/macro", "item_url": "/item/macro-inc-macro-v2026-6-18-0/", "title": "macro-inc/macro v2026.6.18.0", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v2026.8.11.0", "after": "v2026.8.12.0", "explanation": "Version changed: v2026.8.11.0 → v2026.8.12.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "App", "section": "AI Workspace", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "startup teams", "AI workspace evaluators" ], "risk_categories": [], "search_text": "macro-inc/macro v2026.6.18.0 macro-inc open_source other silver conditional watch startup teams ai workspace evaluators model context protocol slack model context protocol", "material_mover": false }, { "id": "evt_0296c40f9c4d560417eb", "entity_id": "gh:kvcache-ai/agentenv", "item_url": "/item/agentenv/", "title": "AgentENV", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3167, "after": 3185, "explanation": "Stars changed: 3167 → 3185.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent frameworks and harnesses", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 4.4, "best_for": [ "agentic RL training teams that need a Kimi-K3-style sandbox layer with sub-100-ms boot and pause", "platform teams that want an E2B-compatible HTTP API but prefer to run their own Firecracker / overlaybd backend" ], "risk_categories": [ "system" ], "search_text": "agentenv kvcache-ai open_source other gold conditional try_now agentic rl training teams that need a kimi-k3-style sandbox layer with sub-100-ms boot and pause platform teams that want an e2b-compatible http api but prefer to run their own firecracker / overlaybd backend", "material_mover": false }, { "id": "evt_0276fdb43b021ed30d9b", "entity_id": "gh:codeabra/iai-personal-memory-engine", "item_url": "/item/codeabra-iai-personal-memory-engine/", "title": "CodeAbra/iai-personal-memory-engine", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v3.0.0", "after": "v3.0.1", "explanation": "Version changed: v3.0.0 → v3.0.1.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Memory Engine", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers using Claude Code, Codex, Cursor, Gemini CLI, or Hermes across long-lived projects", "Builders who want local memory without shipping project history to a hosted memory service" ], "risk_categories": [], "search_text": "codeabra/iai-personal-memory-engine codeabra open_source rag_knowledge rag_knowledge gold conditional try_now developers using claude code, codex, cursor, gemini cli, or hermes across long-lived projects builders who want local memory without shipping project history to a hosted memory service claude claude code google gemini model context protocol openai co", "material_mover": false }, { "id": "evt_026ce1130fd6854655f1", "entity_id": "gh:rpamis/comet", "item_url": "/item/rpamis-comet/", "title": "rpamis/comet", "category": "coding_agent", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 2704, "after": 2716, "explanation": "Stars changed: 2704 → 2716.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Tooling / Agent Skill", "section": "MIT `@rpamis/comet` Phase-Guarded Five-Phase", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "software engineers", "developer-tool teams" ], "risk_categories": [], "search_text": "rpamis/comet rpamis open_source coding_agent coding_agent gold low try_now software engineers developer-tool teams", "material_mover": false }, { "id": "evt_0269fc1f74cca708bcdc", "entity_id": "gh:heygen-com/hyperframes", "item_url": "/item/heygen-com-hyperframes/", "title": "heygen-com/hyperframes", "category": "creative_tool", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 40702, "after": 40851, "explanation": "Stars changed: 40702 → 40851.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "try_now", "score": 7.38, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "reviewed", "setup_ease": 6.5, "best_for": [ "technical creators", "product teams" ], "risk_categories": [], "search_text": "heygen-com/hyperframes heygen-com open_source creative_tool creative_tool silver none try_now technical creators product teams model context protocol model context protocol", "material_mover": false }, { "id": "evt_023e14cb45f726e13af6", "entity_id": "gh:axolotl-ai-cloud/axolotl", "item_url": "/item/axolotl-ai-cloud-axolotl/", "title": "axolotl-ai-cloud/axolotl", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 12344, "after": 12352, "explanation": "Stars changed: 12344 → 12352.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "LLM fine-tuning frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "unreviewed", "setup_ease": 5.8, "best_for": [ "ML engineers fine-tuning open language models", "research teams comparing training recipes" ], "risk_categories": [], "search_text": "axolotl-ai-cloud/axolotl axolotl-ai-cloud open_source other gold conditional try_now ml engineers fine-tuning open language models research teams comparing training recipes", "material_mover": false }, { "id": "evt_0213d3fa569e22f59c31", "entity_id": "gh:octane0411/open-vibe-island", "item_url": "/item/octane0411-open-vibe-island/", "title": "Octane0411/open-vibe-island", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1917, "after": 1925, "explanation": "Stars changed: 1917 → 1925.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Mac users who keep several coding-agent sessions running at once", "Developers who want a faster way to spot approvals, rate limits, and stalled sessions" ], "risk_categories": [ "system" ], "search_text": "octane0411/open-vibe-island octane0411 open_source other gold conditional try_now mac users who keep several coding-agent sessions running at once developers who want a faster way to spot approvals, rate limits, and stalled sessions openai codex", "material_mover": false }, { "id": "evt_020f694a0a7a3761957b", "entity_id": "gh:facebook/mcpguard-dynamic", "item_url": "/item/facebook-mcpguard-dynamic/", "title": "facebook/mcpguard-dynamic", "category": "security", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 68, "after": 70, "explanation": "Stars changed: 68 → 70.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "worth_watch", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Security Sandbox", "section": "AI Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "security", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Security and platform teams evaluating MCP in internal environments", "Researchers comparing prompt-level and kernel-level tool sandboxing" ], "risk_categories": [ "sensitive", "system" ], "search_text": "facebook/mcpguard-dynamic facebook open_source security security silver conditional worth_watch security and platform teams evaluating mcp in internal environments researchers comparing prompt-level and kernel-level tool sandboxing", "material_mover": false }, { "id": "evt_01ea9fa00f50e94609bd", "entity_id": "gh:modelengine-group/nexent", "item_url": "/item/modelengine-group-nexent/", "title": "ModelEngine-Group/nexent", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 5820, "after": 5827, "explanation": "Stars changed: 5820 → 5827.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "watch", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Platforms", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "teams prototyping autonomous workflows", "internal tool builders exploring low-code AI" ], "risk_categories": [], "search_text": "modelengine-group/nexent modelengine-group open_source other silver conditional watch teams prototyping autonomous workflows internal tool builders exploring low-code ai model context protocol model context protocol", "material_mover": false }, { "id": "evt_01dd8e7b72b30448b86d", "entity_id": "gh:caezium/burrow", "item_url": "/item/caezium-burrow/", "title": "caezium/Burrow", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1247, "after": 1254, "explanation": "Stars changed: 1247 → 1254.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tooling / System MCP", "section": "MIT Native macOS GUI for the Mole Engine with", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "caezium/burrow caezium open_source other gold low try_now ai developers technical founders model context protocol model context protocol", "material_mover": false }, { "id": "evt_01d21ed75b0cd56dda7c", "entity_id": "gh:ai4s-research/open-science", "item_url": "/item/ai4s-research-open-science/", "title": "ai4s-research/open-science", "category": "research", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "v0.3.3", "after": "v0.4.0", "explanation": "Version changed: v0.3.3 → v0.4.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "research", "verification_stage": "discovered", "type": "Open-source Tauri 2 + OpenCode", "section": "AI Agent Runtime", "local_ai": true, "local_model_compatible": true, "discovery_topic": "research", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Research groups, computational scientists, biology / chemistry / materials / medicine / engineering domain scientists", "Teams that need a real installable desktop app (Tauri 2 .dmg / .app / NSIS / .msi installer) with a single-binary" ], "risk_categories": [], "search_text": "ai4s-research/open-science ai4s-research research research research gold low try_now research groups, computational scientists, biology / chemistry / materials / medicine / engineering domain scientists, and ai-for-science builders who want an open-source alternative to anthropic's teams that need a real installable desktop app (tauri 2 .dmg / .app / nsis /", "material_mover": false }, { "id": "evt_01c84eba8ecdbfd772c3", "entity_id": "gh:maxfreedompollard/compartment", "item_url": "/item/maxfreedompollard-compartment/", "title": "MaxFreedomPollard/Compartment", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 673, "after": 627, "explanation": "Stars changed: 673 → 627.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "none", "verdict": "try_now", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "GitHub repo", "section": "Agent memory and knowledge graphs", "local_ai": true, "local_model_compatible": true, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 7.0, "best_for": [ "developers building multi-agent setups who need a single encrypted shared memory store", "security-conscious users who cannot tolerate any AI agent storing credentials or scope state in plaintext" ], "risk_categories": [ "sensitive", "account" ], "search_text": "maxfreedompollard/compartment maxfreedompollard open_source other gold none try_now developers building multi-agent setups who need a single encrypted shared memory store security-conscious users who cannot tolerate any ai agent storing credentials or scope state in plaintext claude claude code model context protocol model context protocol", "material_mover": true }, { "id": "evt_014a79a49359771e49c5", "entity_id": "gh:dimensionalos/dimos", "item_url": "/item/dimos-agentive-operating-system-for-physical-space-robotics-spatial-ai-m/", "title": "Dimos: Agentive Operating System for Physical Space (Robotics + Spatial AI + MCP)", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3872, "after": 3875, "explanation": "Stars changed: 3872 → 3875.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "medium", "verdict": "try_now", "score": 7.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "agent_framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Robotics developers + embodied AI researchers + spatial AI developers + VLM developers + MCP server users + SLAM", "Robotics developers + natural-language-ergonomics users that want the agentive control via natural language + MCP" ], "risk_categories": [], "search_text": "dimos: agentive operating system for physical space (robotics + spatial ai + mcp) dimensionalos open_source agent_framework agent_framework silver medium try_now robotics developers + embodied ai researchers + spatial ai developers + vlm developers + mcp server users + slam developers + navigation developers + ai-curious readers tracking the robotics + agent", "material_mover": false }, { "id": "evt_0140d53aed0a8e8c38b7", "entity_id": "gh:offchainthoughts/amber", "item_url": "/item/offchainthoughts-amber/", "title": "offchainthoughts/Amber", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 181, "after": 173, "explanation": "Stars changed: 181 → 173.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Merkle-committed offline RAG", "section": "RAG / Vector Storage / Cryptographic Commitment", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "RAG infrastructure teams, AI knowledge-management teams, AI compliance / audit teams, and embedded-RAG vendors who", "Teams that need a probabilistic authenticity audit with proven soundness bound (`detection ≥ 1 − (1−ρ)^k`) — a random" ], "risk_categories": [], "search_text": "offchainthoughts/amber offchainthoughts open_source other gold low try_now rag infrastructure teams, ai knowledge-management teams, ai compliance / audit teams, and embedded-rag vendors who need to ship a vector index to a customer (or to a downstream offline reader) teams that need a probabilistic authenticity audit with proven soundness bound (`detection", "material_mover": false }, { "id": "evt_012bb58e319494c498af", "entity_id": "gh:vllm-project/llm-compressor", "item_url": "/item/vllm-llm-compressor/", "title": "vLLM LLM Compressor", "category": "inference_runtime", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 3662, "after": 3670, "explanation": "Stars changed: 3662 → 3670.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Model Optimization", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "LLM platform teams", "MLOps teams tuning cost/performance" ], "risk_categories": [], "search_text": "vllm llm compressor vllm-project open_source inference_runtime inference_runtime silver conditional try_now llm platform teams mlops teams tuning cost/performance", "material_mover": false }, { "id": "evt_0121617e1286ac2f3ca2", "entity_id": "gh:neuralinverse/neuralinverse", "item_url": "/item/neuralinverse-neuralinverse/", "title": "NeuralInverse/neuralinverse", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 216, "after": 217, "explanation": "Stars changed: 216 → 217.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "conditional", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Developer Tool", "section": "AI-Native IDE", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Developers who want an open-source AI-native IDE they can build from source under Apache-2.0", "Embedded and firmware engineers who need MCU, SVD, and MISRA-aware tooling" ], "risk_categories": [], "search_text": "neuralinverse/neuralinverse neuralinverse open_source other silver conditional try_now developers who want an open-source ai-native ide they can build from source under apache-2.0 embedded and firmware engineers who need mcu, svd, and misra-aware tooling", "material_mover": false }, { "id": "evt_011e0faca38394b76f26", "entity_id": "gh:vercel-labs/skills", "item_url": "/item/vercel-labs-skills/", "title": "vercel-labs/skills", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 28748, "after": 28813, "explanation": "Stars changed: 28748 → 28813.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Agent Skills CLI", "section": "AI Coding", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Developers using multiple coding agents (Claude Code, Codex, Cursor, OpenCode) who want shared skills", "Skill authors who want to ship one package instead of per-agent forks" ], "risk_categories": [], "search_text": "vercel-labs/skills vercel-labs open_source other gold conditional try_now developers using multiple coding agents (claude code, codex, cursor, opencode) who want shared skills skill authors who want to ship one package instead of per-agent forks", "material_mover": false }, { "id": "evt_0106eecf12005c4e26b8", "entity_id": "gh:first-fluke/oh-my-agent", "item_url": "/item/first-fluke-oh-my-agent/", "title": "first-fluke/oh-my-agent", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "cli-v12.0.0", "after": "cli-v12.2.0", "explanation": "Version changed: cli-v12.0.0 → cli-v12.2.0.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 6.8, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool / Service", "section": "Portable Multi-Agent Coding Harness", "local_ai": false, "local_model_compatible": false, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "first-fluke/oh-my-agent first-fluke open_source other silver low try_now ai developers technical founders claude code openai codex", "material_mover": false }, { "id": "evt_00fb9878dced45c02d37", "entity_id": "gh:nkzw-tech/codiff", "item_url": "/item/nkzw-tech-codiff/", "title": "nkzw-tech/codiff", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 1265, "after": 1266, "explanation": "Stars changed: 1265 → 1266.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Beautiful, minimal, local diff", "section": "Local Diff Viewer with LLM Walkthroughs", "local_ai": false, "local_model_compatible": false, "discovery_topic": "creative_tool", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "Engineering teams, AI-coding power users, agent developers, code reviewers, technical writers, AI-curious readers, and", "Engineering teams that want a local-first diff viewer -- Codiff reads Git state directly (no remote round-trip for the" ], "risk_categories": [], "search_text": "nkzw-tech/codiff nkzw-tech open_source other gold low try_now engineering teams, ai-coding power users, agent developers, code reviewers, technical writers, ai-curious readers, and any developer who reviews git diffs regularly and wants llm-assisted engineering teams that want a local-first diff viewer -- codiff reads git state directly (no remote round-trip", "material_mover": false }, { "id": "evt_00e775b53d33df0f69e8", "entity_id": "gh:jmerelnyc/photo-agents", "item_url": "/item/jmerelnyc-photo-agents/", "title": "jmerelnyc/Photo-agents", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 743, "after": 742, "explanation": "Stars changed: 743 → 742.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "high", "verdict": "worth_watch", "score": 7.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent Runtime", "section": "Agent Workflows", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "Advanced builders testing computer-use agents on their own hardware", "Researchers comparing vision-grounded agent loops and layered memory designs" ], "risk_categories": [ "system" ], "search_text": "jmerelnyc/photo-agents jmerelnyc open_source agent_framework agent_framework silver high worth_watch advanced builders testing computer-use agents on their own hardware researchers comparing vision-grounded agent loops and layered memory designs", "material_mover": false }, { "id": "evt_00bc04c198755c2e8aec", "entity_id": "gh:withastro/flue", "item_url": "/item/withastro-flue/", "title": "withastro/flue", "category": "agent_framework", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 7847, "after": 7863, "explanation": "Stars changed: 7847 → 7863.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Framework", "section": "Agent Frameworks", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "agent platform teams", "TypeScript developers" ], "risk_categories": [ "system" ], "search_text": "withastro/flue withastro open_source agent_framework agent_framework gold conditional try_now agent platform teams typescript developers", "material_mover": false }, { "id": "evt_00b513bb3563f697e98e", "entity_id": "gh:agentclientprotocol/registry", "item_url": "/item/agentclientprotocol-registry/", "title": "agentclientprotocol/registry", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 348, "after": 350, "explanation": "Stars changed: 348 → 350.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "watch", "score": 6.86, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Agent", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.5, "best_for": [ "AI developers", "technical founders" ], "risk_categories": [], "search_text": "agentclientprotocol/registry agentclientprotocol open_source other silver none watch ai developers technical founders", "material_mover": false }, { "id": "evt_006c9dff9a29e6db8edc", "entity_id": "gh:robbyant/lingbot-vision", "item_url": "/item/robbyant-lingbot-vision/", "title": "Robbyant/lingbot-vision", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 905, "after": 906, "explanation": "Stars changed: 905 → 906.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 self-supervised", "section": "Apache-2.0 Self-Supervised ViT Family for Dense", "local_ai": false, "local_model_compatible": false, "discovery_topic": "model", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "Computer-vision researchers, perception engineers, AR/VR teams, robotics teams, autonomous-systems engineers", "Computer-vision researchers that want an Apache-2.0 self-supervised ViT family pretrained with masked boundary" ], "risk_categories": [], "search_text": "robbyant/lingbot-vision robbyant open_source other gold low try_now computer-vision researchers, perception engineers, ar/vr teams, robotics teams, autonomous-systems engineers, ai-curious readers tracking open-backbone releases, and any developer wiring an ai computer-vision researchers that want an apache-2.0 self-supervised vit family pretrained with mask", "material_mover": false }, { "id": "evt_0044116dea29fe058263", "entity_id": "gh:hmbown/codewhale", "item_url": "/item/hmbown-codewhale/", "title": "Hmbown/CodeWhale", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 40698, "after": 40747, "explanation": "Stars changed: 40698 → 40747.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "MIT terminal coding agent", "section": "CodeWhale: Multi-Provider Terminal Coding Agent", "local_ai": true, "local_model_compatible": true, "discovery_topic": "coding_agent", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI agent developers, terminal-coding-agent users, AI coding agent users, Rust developers, multi-provider AI users", "AI agent developers + multi-provider AI users that want the multi-provider surface (DeepSeek and open-weight models" ], "risk_categories": [ "system" ], "search_text": "hmbown/codewhale hmbown open_source other gold low try_now ai agent developers, terminal-coding-agent users, ai coding agent users, rust developers, multi-provider ai users, deepseek users, claude users, gpt users, kimi users, glm users, local-llm users ai agent developers + multi-provider ai users that want the multi-provider surface (deepseek and open-weig", "material_mover": false }, { "id": "evt_002a49ed0d0f8099f906", "entity_id": "gh:1ove9/antenna-forge", "item_url": "/item/1ove9-antenna-forge/", "title": "1ove9/antenna-forge", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 802, "after": 811, "explanation": "Stars changed: 802 → 811.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "none", "verdict": "worth_watch", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "AI Design Tool", "section": "Research and Evaluation", "local_ai": false, "local_model_compatible": false, "discovery_topic": "research", "discovery_topic_status": "candidate", "setup_ease": 4.2, "best_for": [ "RF engineers exploring AI-assisted inverse design workflows", "Scientific-computing teams who want optimization outputs grounded in real solver runs" ], "risk_categories": [], "search_text": "1ove9/antenna-forge 1ove9 open_source other research silver none worth_watch rf engineers exploring ai-assisted inverse design workflows scientific-computing teams who want optimization outputs grounded in real solver runs", "material_mover": false }, { "id": "evt_00247e528e89441427ad", "entity_id": "gh:fullive-ai/anima", "item_url": "/item/fullive-ai-anima/", "title": "Fullive-AI/Anima", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": 750, "after": 921, "explanation": "Stars changed: 750 → 921.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Apache-2.0 open-source Agent OS", "section": "Fullive-AI/Anima (Apache-2.0, Fullive AI) is", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "**Smart home enthusiasts running Mi Home / MIoT devices who want an AI-driven agent OS** — Anima is the Apache-2.0", "**Teams building context-aware home automation** — Per-device Skills encode domain knowledge (e.g. 'when CO2 > 1000ppm" ], "risk_categories": [], "search_text": "fullive-ai/anima fullive-ai open_source other gold low try_now **smart home enthusiasts running mi home / miot devices who want an ai-driven agent os** — anima is the apache-2.0 open-source agent os for hardware intelligence, connects smart home devices to a **teams building context-aware home automation** — per-device skills encode domain knowledge (e.g", "material_mover": true }, { "id": "evt_00003b48eb6934be133e", "entity_id": "gh:browser-use/web-ui", "item_url": "/item/browser-use-web-ui/", "title": "browser-use/web-ui", "category": "agent_framework", "kind": "maintenance_changed", "occurred_at": "2026-08-13T19:31:03.163686Z", "before": "maintained", "after": "slowing", "explanation": "Maintenance changed: maintained → slowing.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.6, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Browser Agent UI", "section": "Developer Tools", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Developers testing browser agents on real internal workflows", "QA and ops teams that want to observe and replay browser-driven tasks" ], "risk_categories": [], "search_text": "browser-use/web-ui browser-use open_source agent_framework agent_framework gold conditional try_now developers testing browser agents on real internal workflows qa and ops teams that want to observe and replay browser-driven tasks", "material_mover": false }, { "id": "evt_ed539344ee4927f5eb96", "entity_id": "gh:scisharp/botsharp", "item_url": "/item/scisharp-botsharp/", "title": "SciSharp/BotSharp", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T18:28:51Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.9, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ ".NET / C# enterprise development teams who need a real Apache-2.0 multi-agent AI framework that plugs into the same C#", "teams building production chatbots on Microsoft infrastructure (.NET Core, Azure, Microsoft Bot Framework) who want a" ], "risk_categories": [], "search_text": "scisharp/botsharp scisharp open_source other gold low try_now .net / c# enterprise development teams who need a real apache-2.0 multi-agent ai framework that plugs into the same c# surface they already use for business logic teams building production chatbots on microsoft infrastructure (.net core, azure, microsoft bot framework) who want a multi-agent frame", "material_mover": false }, { "id": "evt_7f959472c519984ce125", "entity_id": "gh:qdrant/fastembed", "item_url": "/item/qdrant-fastembed/", "title": "qdrant/fastembed", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T18:28:51Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Library", "section": "RAG / Vector / Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 8.8, "best_for": [ "AI engineering teams and platform teams who need a real Apache-2.0 lightweight Python embedding library that ships", "teams that want a single embedding library that supports dense + sparse (SPLADE) + image (CLIP) + late-interaction" ], "risk_categories": [], "search_text": "qdrant/fastembed qdrant open_source other gold low try_now ai engineering teams and platform teams who need a real apache-2.0 lightweight python embedding library that ships without pytorch teams that want a single embedding library that supports dense + sparse (splade) + image (clip) + late-interaction (colpali / colqwen) + reranker models in one api openai", "material_mover": false }, { "id": "evt_686df7733b61497dc212", "entity_id": "gh:ag2ai/ag2", "item_url": "/item/ag2ai-ag2/", "title": "ag2ai/ag2", "category": "agent_framework", "kind": "verification_changed", "occurred_at": "2026-08-13T18:28:51Z", "before": "retested_recently", "after": "bounded_workflow_tested", "explanation": "Verification changed: Re-tested recently → Tested in a bounded workflow. 1 retained run(s), completed no later than this event, support the published stage.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": { "after_snapshot_url": "/data/v1/snapshots/2026-08-13.json", "before_snapshot_url": "/data/v1/snapshots/2026-08-13.json", "before_source_build_id": "canonical-event-ledger-2026-08-13", "entity_id": "gh:ag2ai/ag2", "latest_supporting_run_completed_at": "2026-07-13T10:35:47.508214Z", "supporting_run_ids": "cohort-20260712-ag2-deterministic-agent-routing", "supporting_test_log_urls": "/data/v1/test-logs/run-636f686f72742d32303236303731322d6167322d64657465726d696e69737469632d6167656e742d726f7574696e67.txt" }, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 9.3, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Tool", "section": "AI Agent Framework", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "reviewed", "setup_ease": 4.2, "best_for": [ "developers building production agent platforms", "builder teams moving from single-agent scripts to workflows" ], "risk_categories": [], "search_text": "ag2ai/ag2 ag2ai open_source agent_framework agent_framework gold conditional try_now developers building production agent platforms builder teams moving from single-agent scripts to workflows model context protocol model context protocol", "material_mover": false }, { "id": "evt_4de3359c983d070bad6d", "entity_id": "gh:prefecthq/fastmcp", "item_url": "/item/prefecthq-fastmcp/", "title": "PrefectHQ/fastmcp", "category": "mcp_infrastructure", "kind": "verification_changed", "occurred_at": "2026-08-13T18:28:51Z", "before": "retested_recently", "after": "bounded_workflow_tested", "explanation": "Verification changed: Re-tested recently → Tested in a bounded workflow. 1 retained run(s), completed no later than this event, support the published stage.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": { "after_snapshot_url": "/data/v1/snapshots/2026-08-13.json", "before_snapshot_url": "/data/v1/snapshots/2026-08-13.json", "before_source_build_id": "canonical-event-ledger-2026-08-13", "entity_id": "gh:prefecthq/fastmcp", "latest_supporting_run_completed_at": "2026-07-13T10:35:27.438649Z", "supporting_run_ids": "cohort-20260712-fastmcp-local-server", "supporting_test_log_urls": "/data/v1/test-logs/run-636f686f72742d32303236303731322d666173746d63702d6c6f63616c2d736572766572.txt" }, "tier": "Gold", "risk": "conditional", "verdict": "try_now", "score": 8.8, "entity_kind": "open_source", "verification_stage": "bounded_workflow_tested", "type": "Framework", "section": "MCP / Developer Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "mcp_infrastructure", "discovery_topic_status": "reviewed", "setup_ease": 6.4, "best_for": [ "Python developers building MCP servers", "internal platform teams" ], "risk_categories": [], "search_text": "prefecthq/fastmcp prefecthq open_source mcp_infrastructure mcp_infrastructure gold conditional try_now python developers building mcp servers internal platform teams model context protocol model context protocol", "material_mover": false }, { "id": "evt_41b03fd4d5dbae0d448a", "entity_id": "gh:aden-hive/hive", "item_url": "/item/aden-hive-hive/", "title": "aden-hive/hive", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T18:28:51Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 7.7, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "engineering teams and platform teams who need a real Apache-2.0 production-grade multi-agent harness from a Y", "AI engineering teams building production agents who want a single runtime that handles state + retries + observability" ], "risk_categories": [], "search_text": "aden-hive/hive aden-hive open_source other gold low try_now engineering teams and platform teams who need a real apache-2.0 production-grade multi-agent harness from a y combinator-backed team ai engineering teams building production agents who want a single runtime that handles state + retries + observability + hitl without hand-rolling each self-hosted ant", "material_mover": false }, { "id": "evt_3878d53b7f8d1cfd8693", "entity_id": "gh:infiniflow/infinity", "item_url": "/item/infiniflow-infinity/", "title": "infiniflow/infinity", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T18:28:51Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.5, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "RAG / Vector / Retrieval", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "unreviewed", "setup_ease": 6.4, "best_for": [ "AI engineering teams and platform teams who need a real Apache-2.0 AI-native database that combines dense / sparse /", "teams that want the same underlying database that powers infiniflow/ragflow as a stand-alone Apache-2.0 component" ], "risk_categories": [], "search_text": "infiniflow/infinity infiniflow open_source other gold low try_now ai engineering teams and platform teams who need a real apache-2.0 ai-native database that combines dense / sparse / tensor / full-text search in a single c++20 system teams that want the same underlying database that powers infiniflow/ragflow as a stand-alone apache-2.0 component", "material_mover": false }, { "id": "evt_fe7237dc35153429eb98", "entity_id": "gh:compozy/compozy", "item_url": "/item/compozy-compozy/", "title": "compozy/compozy", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T00:11:05Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.4, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Agent Infrastructure", "local_ai": false, "local_model_compatible": false, "discovery_topic": "agent_framework", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "AI engineering teams and platform teams who need a real MIT Go-runtime to turn Claude Code / OpenClaw / Hermes / Codex", "organizations that need a real browser-based supervisor + shared project memory + parallel loops without paying" ], "risk_categories": [ "system" ], "search_text": "compozy/compozy compozy open_source other agent_framework gold low try_now ai engineering teams and platform teams who need a real mit go-runtime to turn claude code / openclaw / hermes / codex into a coordinated agent team organizations that need a real browser-based supervisor + shared project memory + parallel loops without paying per-agent-hour tax to a", "material_mover": false }, { "id": "evt_e925c07e41e3527e8350", "entity_id": "gh:vshulcz/deja-vu", "item_url": "/item/vshulcz-deja-vu/", "title": "vshulcz/deja-vu", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T00:11:05Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Silver", "risk": "low", "verdict": "try_now", "score": 8.2, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Tool", "section": "Agent Memory", "local_ai": false, "local_model_compatible": false, "discovery_topic": "rag_knowledge", "discovery_topic_status": "candidate", "setup_ease": 8.8, "best_for": [ "AI engineering teams and power users who have months of Claude Code / Codex / Pi / Aider session history sitting in", "any team that wants an MCP-exposed memory layer their existing agent harness can hit without paying API cost" ], "risk_categories": [], "search_text": "vshulcz/deja-vu vshulcz open_source other rag_knowledge silver low try_now ai engineering teams and power users who have months of claude code / codex / pi / aider session history sitting in ~/.claude/projects, ~/.codex/sessions, and similar agent session ledgers any team that wants an mcp-exposed memory layer their existing agent harness can hit without pay", "material_mover": false }, { "id": "evt_d5d2fab443bb1f6871c5", "entity_id": "gh:intel/auto-round", "item_url": "/item/intel-auto-round/", "title": "intel/auto-round", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T00:11:05Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.0, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Library", "section": "Inference & Serving", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "candidate", "setup_ease": 6.4, "best_for": [ "AI engineering teams and platform teams who need to deploy LLMs / VLMs at 2-4 bit precision on CPU / XPU / CUDA", "inference-platform teams standardizing on vLLM / SGLang / Transformers who want a single quantization path that works" ], "risk_categories": [], "search_text": "intel/auto-round intel open_source other inference_runtime gold low try_now ai engineering teams and platform teams who need to deploy llms / vlms at 2-4 bit precision on cpu / xpu / cuda hardware without losing accuracy inference-platform teams standardizing on vllm / sglang / transformers who want a single quantization path that works across all three with", "material_mover": false }, { "id": "evt_67c2f1f50d879e8b98bf", "entity_id": "gh:moonshotai/checkpoint-engine", "item_url": "/item/moonshotai-checkpoint-engine/", "title": "MoonshotAI/checkpoint-engine", "category": "other", "kind": "new_entity", "occurred_at": "2026-08-13T00:11:05Z", "before": null, "after": "try_now", "explanation": "Newly added to RepoRadar's decision catalog.", "explanation_scope": "catalog_snapshot_delta", "evidence_refs": {}, "tier": "Gold", "risk": "low", "verdict": "try_now", "score": 8.1, "entity_kind": "open_source", "verification_stage": "discovered", "type": "Framework", "section": "Inference & Serving", "local_ai": false, "local_model_compatible": false, "discovery_topic": "inference_runtime", "discovery_topic_status": "unreviewed", "setup_ease": 4.2, "best_for": [ "AI research teams and post-training engineers running RLHF / GRPO / RL fine-tuning against Kimi-K2 (1T params) or", "inference-platform teams adding capacity to a serving fleet without dropping in-flight requests (P2P path via" ], "risk_categories": [], "search_text": "moonshotai/checkpoint-engine moonshotai open_source other gold low try_now ai research teams and post-training engineers running rlhf / grpo / rl fine-tuning against kimi-k2 (1t params) or similarly large open-weight models on a multi-gpu / multi-node cluster inference-platform teams adding capacity to a serving fleet without dropping in-flight requests (p2p", "material_mover": false } ] }