{ "schema_version": "1.0.0", "verification_stage_contract": "bounded-workflow-v2", "generated_at": "2026-08-13T20:20:15Z", "build_id": "rr-20260813T202015Z-50afa6e387dd", "entity_id": "gh:muvon/octocode", "points": [ { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-21", "source_build_id": "git-b5e9ccbdcc82" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-22", "source_build_id": "git-42b3a8a1b49f" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-23", "source_build_id": "git-34cc33171399" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-24", "source_build_id": "git-dd88e3f44878" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-25", "source_build_id": "git-17520e21684b" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-26", "source_build_id": "git-41f9c4678c11" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-27", "source_build_id": "git-f62e47b29839" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-28", "source_build_id": "git-dda8a1bc99bd" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-29", "source_build_id": "git-adcee0316afe" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-06-30", "source_build_id": "git-e3be25ca9846" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-01", "source_build_id": "git-619da8b9e717" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-02", "source_build_id": "git-33d9407acf55" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-04", "source_build_id": "git-efac775793ac" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-06", "source_build_id": "git-24d907c97f57" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-07", "source_build_id": "git-02331cc2fd92" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-08", "source_build_id": "git-f7e87b713b8f" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-09", "source_build_id": "git-e0e4145f09c6" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-10", "source_build_id": "git-fa192ed28ad2" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-11", "source_build_id": "git-85ab7fbca744" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-12", "source_build_id": "git-c7c4bf2ba980" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-13", "source_build_id": "git-a57439d942f9" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 426, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.18.1", "last_release_at": "2026-07-11T20:58:50Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.18.1", "maintenance_status": "active", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": "2026-07-13T12:19:39.107338Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v1", "observation_refs": { "stars": "obs_80dbc6c06d14a9f2b18b1506", "version": "obs_9f736cd16ca01e6096fe7d2d", "last_release_at": "obs_c6cecad303bdf53cfdb35b1d", "last_release_url": "obs_8cdf1b75f607eef9401b4d7e", "pushed_at": "obs_ca1bb195238f5a856851119a", "archived": "obs_0e0a0649343bddc18159978f", "default_branch": "obs_0407e477291497718e81ef60", "default_branch_updated_at": "obs_d8437b1f5bba869a1aa2f880", "maintenance_status": "obs_dc6f8a26370914477b0e2b78", "momentum": "obs_63da67dcdd44ac2f5627893c" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-14", "source_build_id": "rr-20260714T07055435093-313e45d9501f" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 430, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.18.1", "last_release_at": "2026-07-11T20:58:50Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.18.1", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-17T12:02:57.061641Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_4aecc811ef4167b6c974f22c", "version": "obs_de2eed84d8f0803c0d28b612", "last_release_at": "obs_4247ffb94d4fc6f961e84b01", "last_release_url": "obs_a832c33e7d6b024c29b18647", "pushed_at": "obs_a3f3c98595efec2d610b3f25", "archived": "obs_9d0d1bc240bb4adf3c1d41b1", "default_branch": "obs_b8ef76a88743c66684354ed3", "default_branch_updated_at": "obs_467542a465b8e31f0bbe6493", "maintenance_status": "obs_6d65dca8558ea6e99f0c5e0d", "momentum": "obs_8b172fe9e6df9cf8106af86f", "repository_topics": "obs_4cb81d469100163cc0bcc5f3", "integrations": "obs_d6ac071f604d0c6bda7f9f1a", "integration_fingerprint": "obs_52be329876ea9e2278a6f7b8", "deployment_models": "obs_885923a2a2a72bf09ba2f0c6", "extensibility": "obs_c77b0cfb9010e941ec690728" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-17", "source_build_id": "rr-20260717T230624Z-c4dcc64d2e27" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 430, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.18.1", "last_release_at": "2026-07-11T20:58:50Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.18.1", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-17T12:02:57.061641Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_4aecc811ef4167b6c974f22c", "version": "obs_de2eed84d8f0803c0d28b612", "last_release_at": "obs_4247ffb94d4fc6f961e84b01", "last_release_url": "obs_a832c33e7d6b024c29b18647", "pushed_at": "obs_a3f3c98595efec2d610b3f25", "archived": "obs_9d0d1bc240bb4adf3c1d41b1", "default_branch": "obs_b8ef76a88743c66684354ed3", "default_branch_updated_at": "obs_467542a465b8e31f0bbe6493", "maintenance_status": "obs_6d65dca8558ea6e99f0c5e0d", "momentum": "obs_8b172fe9e6df9cf8106af86f", "repository_topics": "obs_4cb81d469100163cc0bcc5f3", "integrations": "obs_d6ac071f604d0c6bda7f9f1a", "integration_fingerprint": "obs_52be329876ea9e2278a6f7b8", "deployment_models": "obs_885923a2a2a72bf09ba2f0c6", "extensibility": "obs_c77b0cfb9010e941ec690728" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-18", "source_build_id": "rr-20260718T230804Z-723e093c9536" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 430, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.18.1", "last_release_at": "2026-07-11T20:58:50Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.18.1", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-17T12:02:57.061641Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_4aecc811ef4167b6c974f22c", "version": "obs_de2eed84d8f0803c0d28b612", "last_release_at": "obs_4247ffb94d4fc6f961e84b01", "last_release_url": "obs_a832c33e7d6b024c29b18647", "pushed_at": "obs_a3f3c98595efec2d610b3f25", "archived": "obs_9d0d1bc240bb4adf3c1d41b1", "default_branch": "obs_b8ef76a88743c66684354ed3", "default_branch_updated_at": "obs_467542a465b8e31f0bbe6493", "maintenance_status": "obs_6d65dca8558ea6e99f0c5e0d", "momentum": "obs_8b172fe9e6df9cf8106af86f", "repository_topics": "obs_4cb81d469100163cc0bcc5f3", "integrations": "obs_d6ac071f604d0c6bda7f9f1a", "integration_fingerprint": "obs_52be329876ea9e2278a6f7b8", "deployment_models": "obs_885923a2a2a72bf09ba2f0c6", "extensibility": "obs_c77b0cfb9010e941ec690728" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-19", "source_build_id": "rr-20260719T100820Z-9f68f20831d6" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 430, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.18.1", "last_release_at": "2026-07-11T20:58:50Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.18.1", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-17T12:02:57.061641Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_4aecc811ef4167b6c974f22c", "version": "obs_de2eed84d8f0803c0d28b612", "last_release_at": "obs_4247ffb94d4fc6f961e84b01", "last_release_url": "obs_a832c33e7d6b024c29b18647", "pushed_at": "obs_a3f3c98595efec2d610b3f25", "archived": "obs_9d0d1bc240bb4adf3c1d41b1", "default_branch": "obs_b8ef76a88743c66684354ed3", "default_branch_updated_at": "obs_467542a465b8e31f0bbe6493", "maintenance_status": "obs_6d65dca8558ea6e99f0c5e0d", "momentum": "obs_8b172fe9e6df9cf8106af86f", "repository_topics": "obs_4cb81d469100163cc0bcc5f3", "integrations": "obs_d6ac071f604d0c6bda7f9f1a", "integration_fingerprint": "obs_52be329876ea9e2278a6f7b8", "deployment_models": "obs_885923a2a2a72bf09ba2f0c6", "extensibility": "obs_c77b0cfb9010e941ec690728" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-20", "source_build_id": "rr-20260720T231958Z-538b95791e5c" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 430, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.18.1", "last_release_at": "2026-07-11T20:58:50Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.18.1", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-17T12:02:57.061641Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_4aecc811ef4167b6c974f22c", "version": "obs_de2eed84d8f0803c0d28b612", "last_release_at": "obs_4247ffb94d4fc6f961e84b01", "last_release_url": "obs_a832c33e7d6b024c29b18647", "pushed_at": "obs_a3f3c98595efec2d610b3f25", "archived": "obs_9d0d1bc240bb4adf3c1d41b1", "default_branch": "obs_b8ef76a88743c66684354ed3", "default_branch_updated_at": "obs_467542a465b8e31f0bbe6493", "maintenance_status": "obs_6d65dca8558ea6e99f0c5e0d", "momentum": "obs_8b172fe9e6df9cf8106af86f", "repository_topics": "obs_4cb81d469100163cc0bcc5f3", "integrations": "obs_d6ac071f604d0c6bda7f9f1a", "integration_fingerprint": "obs_52be329876ea9e2278a6f7b8", "deployment_models": "obs_885923a2a2a72bf09ba2f0c6", "extensibility": "obs_c77b0cfb9010e941ec690728" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-21", "source_build_id": "rr-20260721T100926Z-12d26cd1d0f0" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 436, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.19.0", "last_release_at": "2026-07-26T13:58:36Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.19.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-28T10:17:34.274766Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_ce6f679d8cc6be3974e1bfd3", "version": "obs_7c1fa413e3fe7a0aba807a55", "last_release_at": "obs_6b8a64e22759aa70ceb79511", "last_release_url": "obs_8cd493c8b3db88baa08774e4", "pushed_at": "obs_a3e3c8a4d3092bfdddba0c94", "archived": "obs_79f98099b51f85f8f7f381e4", "default_branch": "obs_9ba6c0fd4cfed7fab5520568", "default_branch_updated_at": "obs_1671d5f5f375b316381be430", "maintenance_status": "obs_2928b47a1ab821e8ff5c1869", "momentum": "obs_b06027b957ec5ceb18b9842a", "repository_topics": "obs_e6024e5e936cf72b377f504a", "integrations": "obs_3bfca63d1b5200444694a7d7", "integration_fingerprint": "obs_0c5922ddf4a437b3a1bdccc1", "deployment_models": "obs_67e5fb76be1a6d947f7a0007", "extensibility": "obs_a2f311c3836629ade096377a" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-28", "source_build_id": "rr-20260728T10173427476-cba0cd6243c7" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 435, "momentum": 8.5, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.19.0", "last_release_at": "2026-07-26T13:58:36Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.19.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-07-29T10:17:05.832710Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_ca410f454315f186289ce48e", "version": "obs_0ce6c168cbce8306a1b0cc67", "last_release_at": "obs_89779eed7fae1176a7614176", "last_release_url": "obs_286a8ae04f6ad2bc6ab3caca", "pushed_at": "obs_ae39b2545e8d7e305641d326", "archived": "obs_5d19b905d5d1e91621bf6626", "default_branch": "obs_aa8978c90a647dd3b1b988be", "default_branch_updated_at": "obs_9989ec4045f7b7605b8a4bf2", "maintenance_status": "obs_19021d60fe95124ffa1a1d8c", "momentum": "obs_86350d3b847a1f1f1af6eaf7", "repository_topics": "obs_a4031b77e0588062298d7f46", "integrations": "obs_5cea92aeb712fc774f6afd84", "integration_fingerprint": "obs_43ab17cc090881fc27810a4b", "deployment_models": "obs_97e47b54f5c10a20c48853c6", "extensibility": "obs_c4a80ab2fe030162d7d497b8" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-07-29", "source_build_id": "rr-20260729T214501Z-7d6d1597a582" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-30", "source_build_id": "git-d6c6d356a593" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-07-31", "source_build_id": "git-1f6ab3b153e2" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 440, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.19.0", "last_release_at": "2026-07-26T13:58:36Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.19.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-01T10:17:36.135498Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_cc2dfcd8682013404dd27b76", "version": "obs_2a7bdc2092a5bb12a4ff7c0c", "last_release_at": "obs_f602867a1412b39c376b4656", "last_release_url": "obs_71611d6551b8d5f089bf38e4", "pushed_at": "obs_390c84a0b5ac772f7be761ae", "archived": "obs_e47140da4f48ff82504a5ee5", "default_branch": "obs_a074c87f468cd4f966666537", "default_branch_updated_at": "obs_fcb8b5a24acb19499cce635d", "maintenance_status": "obs_35bcc20503f648773a636a32", "momentum": "obs_ea76211425b6ed003d47a61d", "repository_topics": "obs_fc11c6d9ef472e64f4895479", "integrations": "obs_c06c40abb9315a3448871641", "integration_fingerprint": "obs_ecc707a5c2e147ccb34e96d4", "deployment_models": "obs_dc79503b0194baa4543c71f4", "extensibility": "obs_b392d8734ffb127eab28a39f" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-01", "source_build_id": "rr-20260801T185703Z-7378313ef26d" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 441, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.20.0", "last_release_at": "2026-08-01T12:20:20Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.20.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-02T10:17:50.427312Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_fc54250fcbfd2581097f7232", "version": "obs_94347a9ddd401179bf808d4c", "last_release_at": "obs_c1f8176dd9fee2b50dc26e9f", "last_release_url": "obs_612641b38383cc428bd581b7", "pushed_at": "obs_f1d3e689bbe34d5fb2d78925", "archived": "obs_4c48803db2ce6fd39c86732c", "default_branch": "obs_3816d58daac41771f4c3c2e3", "default_branch_updated_at": "obs_2a100e22ac497845966ec731", "maintenance_status": "obs_d79632683b71db46fac92ca2", "momentum": "obs_2c3d7bc9853689cf0b56cd13", "repository_topics": "obs_b769851c781154cce025d00d", "integrations": "obs_6b90e01e45e3fb98d85dd0e2", "integration_fingerprint": "obs_73768df7e86f387ddf4e7025", "deployment_models": "obs_21600f201d2f54e71c5c98c6", "extensibility": "obs_adf393eff5bb2261e654be84" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-02", "source_build_id": "rr-20260802T223206Z-669bf78d74b9" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 441, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.20.0", "last_release_at": "2026-08-01T12:20:20Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.20.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-03T10:18:05.351909Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_8b270cd2e1d7703ea1e91271", "version": "obs_d50774e12df9df9e8ffbdf4c", "last_release_at": "obs_34c41d24c02af231eb8862f0", "last_release_url": "obs_864feca2af03a8f806a5c482", "pushed_at": "obs_94896d74e52a4c44e0677ca6", "archived": "obs_e0957ebb53c9f4c4265021c4", "default_branch": "obs_d2e0be1becf8f255be36d719", "default_branch_updated_at": "obs_014bfa544ae88eee3bcabe9f", "maintenance_status": "obs_c90b978c9c06222d711070de", "momentum": "obs_3cadee0fee5d1da0678fd0dd", "repository_topics": "obs_6e716a58c350bb9b79d260f6", "integrations": "obs_14622562d9373e7508e4f3e3", "integration_fingerprint": "obs_174e10d9bb417585ed618a74", "deployment_models": "obs_7ba30facafb47cb060a74589", "extensibility": "obs_098f6c459579df61c15f0c53" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-03", "source_build_id": "rr-20260803T185610Z-c07c43675fc7" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 441, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.20.0", "last_release_at": "2026-08-01T12:20:20Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.20.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-03T10:18:05.351909Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_8b270cd2e1d7703ea1e91271", "version": "obs_d50774e12df9df9e8ffbdf4c", "last_release_at": "obs_34c41d24c02af231eb8862f0", "last_release_url": "obs_864feca2af03a8f806a5c482", "pushed_at": "obs_94896d74e52a4c44e0677ca6", "archived": "obs_e0957ebb53c9f4c4265021c4", "default_branch": "obs_d2e0be1becf8f255be36d719", "default_branch_updated_at": "obs_014bfa544ae88eee3bcabe9f", "maintenance_status": "obs_c90b978c9c06222d711070de", "momentum": "obs_3cadee0fee5d1da0678fd0dd", "repository_topics": "obs_6e716a58c350bb9b79d260f6", "integrations": "obs_14622562d9373e7508e4f3e3", "integration_fingerprint": "obs_174e10d9bb417585ed618a74", "deployment_models": "obs_7ba30facafb47cb060a74589", "extensibility": "obs_098f6c459579df61c15f0c53" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-04", "source_build_id": "rr-20260804T022022Z-08b5333b22db" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-08-05", "source_build_id": "git-e1dfd91c94e6" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": null, "momentum": 8.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": null, "last_release_at": null, "last_release_url": null, "maintenance_status": "not_recorded", "integration_fingerprint": null, "integration_count": 0, "integrations": [], "source_observed_at": null, "observation_source_url": null, "observation_extractor_version": null, "observation_refs": {}, "observed_fields": [ "momentum", "popularity", "risk", "score", "score_components", "tier", "verdict" ], "date": "2026-08-06", "source_build_id": "git-0d13b053d175" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 441, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.20.0", "last_release_at": "2026-08-01T12:20:20Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.20.0", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-03T10:18:05.351909Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_8b270cd2e1d7703ea1e91271", "version": "obs_d50774e12df9df9e8ffbdf4c", "last_release_at": "obs_34c41d24c02af231eb8862f0", "last_release_url": "obs_864feca2af03a8f806a5c482", "pushed_at": "obs_94896d74e52a4c44e0677ca6", "archived": "obs_e0957ebb53c9f4c4265021c4", "default_branch": "obs_d2e0be1becf8f255be36d719", "default_branch_updated_at": "obs_014bfa544ae88eee3bcabe9f", "maintenance_status": "obs_c90b978c9c06222d711070de", "momentum": "obs_3cadee0fee5d1da0678fd0dd", "repository_topics": "obs_6e716a58c350bb9b79d260f6", "integrations": "obs_14622562d9373e7508e4f3e3", "integration_fingerprint": "obs_174e10d9bb417585ed618a74", "deployment_models": "obs_7ba30facafb47cb060a74589", "extensibility": "obs_098f6c459579df61c15f0c53" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-07", "source_build_id": "rr-20260807T231253Z-6d311714ffe8" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 443, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.20.2", "last_release_at": "2026-08-04T15:42:31Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.20.2", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-08T10:17:54.011012Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_c5dcb5aebfe902ecf5fc4f8b", "version": "obs_4a22c74367ac9a31738953f8", "last_release_at": "obs_ab04b791d3ce8c204d6b56e7", "last_release_url": "obs_5198d1094654b42ee6ad2cc1", "pushed_at": "obs_8014d24e2e575f665c0d9d1a", "archived": "obs_f15b9bbcfdbce74f9c46cd45", "default_branch": "obs_790d34bfa093b4328938ea5c", "default_branch_updated_at": "obs_a594d248dc4e92f7fc0358bc", "maintenance_status": "obs_43a1949142012c631e81e033", "momentum": "obs_fbb00fea258645fc79a52af9", "repository_topics": "obs_0cc131ba69f40595cbb5a131", "integrations": "obs_9542e7e924a2be8b6bb3fa3c", "integration_fingerprint": "obs_5641f4a7ff6346b5b3ae38f0", "deployment_models": "obs_e7865cc36a9639aa46de4e4b", "extensibility": "obs_97ac126281d6438799489a80" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-08", "source_build_id": "rr-20260808T223146Z-3d11f0c1522d" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 443, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.20.2", "last_release_at": "2026-08-04T15:42:31Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.20.2", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-09T10:18:02.987681Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_31d357afa4665ee8b0c8a31f", "version": "obs_c18f063918333d1cfcb1b0a6", "last_release_at": "obs_2c6d18e5f0ddd7c51f13d66b", "last_release_url": "obs_3fd88dc6cff996b6c8898ca6", "pushed_at": "obs_09c1971de2bcb45c5b051d1b", "archived": "obs_8210d71abf08ccbcbe0e1687", "default_branch": "obs_50e166cf8dbc9da065ac684e", "default_branch_updated_at": "obs_1d173ec1bea6afa922141754", "maintenance_status": "obs_2c9d0507888738b6aa977e8d", "momentum": "obs_09d246cbc720c5483057411b", "repository_topics": "obs_499b32af7c1ad6d8cb645586", "integrations": "obs_a2fc4ca234f39797cad7ea9c", "integration_fingerprint": "obs_9bde2551019b35b41cea1250", "deployment_models": "obs_81a24eb78909217fbdf13246", "extensibility": "obs_c9fa1dac97703de3f281dd88" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-09", "source_build_id": "rr-20260809T220237Z-2594996087b2" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 445, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.20.2", "last_release_at": "2026-08-04T15:42:31Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.20.2", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-10T10:18:02.453550Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_006852fd0cc1783d91acec59", "version": "obs_59aa56d1f83a8b01b4ed9b3e", "last_release_at": "obs_8bea497c9679474f7250dfed", "last_release_url": "obs_eaa3b13c664ad0c25829f319", "pushed_at": "obs_734d3fda574ad581d80711ee", "archived": "obs_a276d1a9ad57af1312e8ae91", "default_branch": "obs_1f1cfae77e87290450fe466e", "default_branch_updated_at": "obs_d76c29b82a49bea200319746", "maintenance_status": "obs_9e68a5cf1e5972783a5ada69", "momentum": "obs_ad12d18fd557c3577f620774", "repository_topics": "obs_2c58ef3a8a05e8368af1587b", "integrations": "obs_3c964c51db0b785e7f19a250", "integration_fingerprint": "obs_35665980fba1bd71d46f030b", "deployment_models": "obs_f1dd5af4174f1883c736b085", "extensibility": "obs_f046124804967fb24ec371f3" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-10", "source_build_id": "rr-20260810T221823Z-85f41114e190" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 446, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.20.2", "last_release_at": "2026-08-04T15:42:31Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.20.2", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-11T10:17:40.749121Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_83d47abcc4756f3a5c5204c8", "version": "obs_528bd35fe2e068ef1a7a031e", "last_release_at": "obs_440385cb163b94970d66bab7", "last_release_url": "obs_628062c1f9a25bb5e2c17686", "pushed_at": "obs_24cf7551110fe4da1936d50a", "archived": "obs_ba20550e6e85cf4de54f9dc0", "default_branch": "obs_dfe3c9e655a6d4ec74bf2f5c", "default_branch_updated_at": "obs_dea0d39cc9b5be311c06b417", "maintenance_status": "obs_ba56d280e8933c69465bbe28", "momentum": "obs_9fe57ecb551f516d01b85e26", "repository_topics": "obs_d67a7f12913fd38218d6a40c", "integrations": "obs_acc15972d01b30d47c8366b2", "integration_fingerprint": "obs_6870a3595e245af50d834956", "deployment_models": "obs_3bf18b0ef67c7e80a9bf5574", "extensibility": "obs_c2697b3a2642024ee8ea590c" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-11", "source_build_id": "rr-20260811T221343Z-7d22d483b1e2" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 446, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.20.2", "last_release_at": "2026-08-04T15:42:31Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.20.2", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-12T17:38:47.185822Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_4456e7a81611149a3f7d1ec3", "version": "obs_fb1a5986a564faa4c2dea53d", "last_release_at": "obs_19494ebe99c93922ad1425ce", "last_release_url": "obs_71959a064aa6f27e94eebc7d", "pushed_at": "obs_2bde0b557aed2fec35d2ae43", "archived": "obs_2349e1cfe9d3f66f556fd494", "default_branch": "obs_b930fe73c102d4c7893a9249", "default_branch_updated_at": "obs_9d0be868c8eb06f351d8e8b6", "maintenance_status": "obs_c5ef0d0b0c0bdaeab87f5477", "momentum": "obs_fd7cd2f56903c32a69ce1c3a", "repository_topics": "obs_f22ef9fc49cb5d9e1fd20282", "integrations": "obs_a732cf66ae789432e50aa579", "integration_fingerprint": "obs_e9562bff8b5dd23d7a6b75f8", "deployment_models": "obs_e98471be39450e59b9f462c1", "extensibility": "obs_ee5d68ffdb2d9dfb644e2f79" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-12", "source_build_id": "rr-20260812T215932Z-35ee87c03ab1" }, { "id": "gh:muvon/octocode", "score": 7.9, "popularity": 7.6, "stars": 447, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 8.0, "maturity": 6.4, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 9.4, "setup_ease": 8.8 }, "tier": "Gold", "verdict": "try_now", "risk": "low", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "0.20.2", "last_release_at": "2026-08-04T15:42:31Z", "last_release_url": "https://github.com/Muvon/octocode/releases/tag/0.20.2", "maintenance_status": "active", "integration_fingerprint": "699f75b768bf0e4f", "integration_count": 1, "integrations": [ "Model Context Protocol" ], "source_observed_at": "2026-08-13T19:31:03.163686Z", "observation_source_url": "https://api.github.com/graphql", "observation_extractor_version": "github-observer-v2", "observation_refs": { "stars": "obs_2bdb5524cebeabb21ca5f191", "version": "obs_33682138a65c29d1a23e03e5", "last_release_at": "obs_6c4357cd02034b6d8cc92a46", "last_release_url": "obs_970ef1377b3b609c0271a99c", "pushed_at": "obs_95223d6ca3402cc2a2704856", "archived": "obs_a88eba7bb70fd8684db1191c", "default_branch": "obs_efbece1d4d93e1471a4352be", "default_branch_updated_at": "obs_a6ccba050fb858d13267814c", "maintenance_status": "obs_f86b14a5cc0a14ec23c7dc22", "momentum": "obs_e79a37b732f13113025fc17e", "repository_topics": "obs_1cca48a77380ef6f1c4a9e1e", "integrations": "obs_3c60aff415b4f30333088dba", "integration_fingerprint": "obs_f50913d4d2e7fe2dfea2e90c", "deployment_models": "obs_57f3783850e52406a27bcb4b", "extensibility": "obs_bf931e1619b9127efa74fbab" }, "observed_fields": [ "integration_count", "integration_fingerprint", "integrations", "last_release_at", "maintenance_status", "momentum", "popularity", "pricing_checked_at", "pricing_facts", "pricing_fingerprint", "pricing_stale", "pricing_summary", "risk", "score", "score_components", "stars", "tier", "verdict", "verification_stage", "version" ], "date": "2026-08-13", "source_build_id": "rr-20260813T202015Z-badadd6c8c80" } ], "changes": [ { "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_6e945c68d42c80799bd5", "entity_id": "gh:muvon/octocode", "item_url": "/item/muvon-octocode/", "title": "Muvon/octocode", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-11T10:17:40.749121Z", "before": 445, "after": 446, "explanation": "Stars changed: 445 → 446.", "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_208267dd9b686c1061cb", "entity_id": "gh:muvon/octocode", "item_url": "/item/muvon-octocode/", "title": "Muvon/octocode", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-10T10:18:02.453550Z", "before": 443, "after": 445, "explanation": "Stars changed: 443 → 445.", "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_9bb2e91ae59ea0d52175", "entity_id": "gh:muvon/octocode", "item_url": "/item/muvon-octocode/", "title": "Muvon/octocode", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-08T10:17:54.011012Z", "before": 441, "after": 443, "explanation": "Stars changed: 441 → 443.", "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_8f5378193b58b23ed387", "entity_id": "gh:muvon/octocode", "item_url": "/item/muvon-octocode/", "title": "Muvon/octocode", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-08T10:17:54.011012Z", "before": "0.20.0", "after": "0.20.2", "explanation": "Version changed: 0.20.0 → 0.20.2.", "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_b8de6e34959be32cf051", "entity_id": "gh:muvon/octocode", "item_url": "/item/muvon-octocode/", "title": "Muvon/octocode", "category": "other", "kind": "version_changed", "occurred_at": "2026-08-02T10:17:50.427312Z", "before": "0.19.0", "after": "0.20.0", "explanation": "Version changed: 0.19.0 → 0.20.0.", "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_08ae1ac5ef488a3ac47f", "entity_id": "gh:muvon/octocode", "item_url": "/item/muvon-octocode/", "title": "Muvon/octocode", "category": "other", "kind": "stars_changed", "occurred_at": "2026-08-02T10:17:50.427312Z", "before": 440, "after": 441, "explanation": "Stars changed: 440 → 441.", "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_bf9b298390412f079d51", "entity_id": "gh:muvon/octocode", "item_url": "/item/muvon-octocode/", "title": "Muvon/octocode", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-29T10:17:05.832710Z", "before": 436, "after": 435, "explanation": "Stars changed: 436 → 435.", "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_ba0724d540ed2df24591", "entity_id": "gh:muvon/octocode", "item_url": "/item/muvon-octocode/", "title": "Muvon/octocode", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-28T07:11:06.213377Z", "before": 430, "after": 436, "explanation": "Stars changed: 430 → 436.", "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_323636bd1d18faff4162", "entity_id": "gh:muvon/octocode", "item_url": "/item/muvon-octocode/", "title": "Muvon/octocode", "category": "other", "kind": "version_changed", "occurred_at": "2026-07-28T07:11:06.213377Z", "before": "0.18.1", "after": "0.19.0", "explanation": "Version changed: 0.18.1 → 0.19.0.", "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_bf4d3dfe4e8d3a898a6d", "entity_id": "gh:muvon/octocode", "item_url": "/item/muvon-octocode/", "title": "Muvon/octocode", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-17T10:17:28.381918Z", "before": 429, "after": 430, "explanation": "Source-observed stars changed: 429 → 430. This reports the retained observation delta and does not infer why the upstream change occurred.", "explanation_scope": "source_observation_delta", "evidence_refs": { "after_observation_id": "obs_74a9a48f741e009402fe0a90", "after_observed_at": "2026-07-17T10:17:28.381918Z", "after_source_path": "repository.stargazerCount", "before_observation_id": "obs_2ae7fa2def427e848899ebf4", "before_observed_at": "2026-07-17T09:45:55.725732Z", "before_source_path": "repository.stargazerCount", "entity_source_url": "https://github.com/Muvon/octocode", "extractor_version": "github-observer-v2", "field": "stars", "source_url": "https://api.github.com/graphql" }, "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_2820fdf443a8aa03d62d", "entity_id": "gh:muvon/octocode", "item_url": "/item/muvon-octocode/", "title": "Muvon/octocode", "category": "other", "kind": "stars_changed", "occurred_at": "2026-07-17T09:45:55.725732Z", "before": 426, "after": 429, "explanation": "Stars changed: 426 → 429.", "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 } ] }