{ "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:signet-ai/signetai", "points": [ { "id": "gh:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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": "2026-06-19", "source_build_id": "git-081a54f8ee2f" }, { "id": "gh:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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": "2026-06-20", "source_build_id": "git-db15d0944655" }, { "id": "gh:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 214, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.147.14", "last_release_at": "2026-07-12T07:54:41Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.147.14", "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_62edb1efb19374b69a70d3da", "version": "obs_a024d29b1a5a68df54ed887f", "last_release_at": "obs_be1d7f1b893bab10c94feb64", "last_release_url": "obs_e4aab4dbcd03b090143a7829", "pushed_at": "obs_6688464fe2d28b4ac30f97ae", "archived": "obs_23ada3891363e8be9dcc9cd4", "default_branch": "obs_1c60c67ba24b07b8d4966a52", "default_branch_updated_at": "obs_727422ea33312c3a6b3c8a85", "maintenance_status": "obs_f9a3fe5d6538d56990a7da71", "momentum": "obs_4301b13ab5b82fac7cf96e02" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 216, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.147.15", "last_release_at": "2026-07-15T08:56:24Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.147.15", "maintenance_status": "active", "integration_fingerprint": "d9eacf5fc44f3f5c", "integration_count": 2, "integrations": [ "Claude Code", "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_bcc592a16da82eca73870338", "version": "obs_a10450cd2caa2e6cebf73aa5", "last_release_at": "obs_9e4cba2436940ac1c2800a9b", "last_release_url": "obs_dee678f0e9131c3cea536a0c", "pushed_at": "obs_1e9d8a71882f0afca1ad2cad", "archived": "obs_9d1286a5db71a95f79770dd5", "default_branch": "obs_a9f724f398987c5eeb28d8e8", "default_branch_updated_at": "obs_c496b51b17c4a23d45bfa2fe", "maintenance_status": "obs_7be6b3f2fe01c7c59539d41b", "momentum": "obs_b3e4219e6c36d1b548de9e57", "repository_topics": "obs_e239c25550330873eea8b13e", "integrations": "obs_3b65dfc94b55e70be71850fd", "integration_fingerprint": "obs_57b832cdc0db93c141e5fbef", "deployment_models": "obs_422388fcc31f3d095e64165e", "extensibility": "obs_30cd8eed53b7eabf4226e35b" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 216, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.147.15", "last_release_at": "2026-07-15T08:56:24Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.147.15", "maintenance_status": "active", "integration_fingerprint": "d9eacf5fc44f3f5c", "integration_count": 2, "integrations": [ "Claude Code", "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_bcc592a16da82eca73870338", "version": "obs_a10450cd2caa2e6cebf73aa5", "last_release_at": "obs_9e4cba2436940ac1c2800a9b", "last_release_url": "obs_dee678f0e9131c3cea536a0c", "pushed_at": "obs_1e9d8a71882f0afca1ad2cad", "archived": "obs_9d1286a5db71a95f79770dd5", "default_branch": "obs_a9f724f398987c5eeb28d8e8", "default_branch_updated_at": "obs_c496b51b17c4a23d45bfa2fe", "maintenance_status": "obs_7be6b3f2fe01c7c59539d41b", "momentum": "obs_b3e4219e6c36d1b548de9e57", "repository_topics": "obs_e239c25550330873eea8b13e", "integrations": "obs_3b65dfc94b55e70be71850fd", "integration_fingerprint": "obs_57b832cdc0db93c141e5fbef", "deployment_models": "obs_422388fcc31f3d095e64165e", "extensibility": "obs_30cd8eed53b7eabf4226e35b" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 216, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.147.15", "last_release_at": "2026-07-15T08:56:24Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.147.15", "maintenance_status": "active", "integration_fingerprint": "d9eacf5fc44f3f5c", "integration_count": 2, "integrations": [ "Claude Code", "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_bcc592a16da82eca73870338", "version": "obs_a10450cd2caa2e6cebf73aa5", "last_release_at": "obs_9e4cba2436940ac1c2800a9b", "last_release_url": "obs_dee678f0e9131c3cea536a0c", "pushed_at": "obs_1e9d8a71882f0afca1ad2cad", "archived": "obs_9d1286a5db71a95f79770dd5", "default_branch": "obs_a9f724f398987c5eeb28d8e8", "default_branch_updated_at": "obs_c496b51b17c4a23d45bfa2fe", "maintenance_status": "obs_7be6b3f2fe01c7c59539d41b", "momentum": "obs_b3e4219e6c36d1b548de9e57", "repository_topics": "obs_e239c25550330873eea8b13e", "integrations": "obs_3b65dfc94b55e70be71850fd", "integration_fingerprint": "obs_57b832cdc0db93c141e5fbef", "deployment_models": "obs_422388fcc31f3d095e64165e", "extensibility": "obs_30cd8eed53b7eabf4226e35b" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 216, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.147.15", "last_release_at": "2026-07-15T08:56:24Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.147.15", "maintenance_status": "active", "integration_fingerprint": "d9eacf5fc44f3f5c", "integration_count": 2, "integrations": [ "Claude Code", "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_bcc592a16da82eca73870338", "version": "obs_a10450cd2caa2e6cebf73aa5", "last_release_at": "obs_9e4cba2436940ac1c2800a9b", "last_release_url": "obs_dee678f0e9131c3cea536a0c", "pushed_at": "obs_1e9d8a71882f0afca1ad2cad", "archived": "obs_9d1286a5db71a95f79770dd5", "default_branch": "obs_a9f724f398987c5eeb28d8e8", "default_branch_updated_at": "obs_c496b51b17c4a23d45bfa2fe", "maintenance_status": "obs_7be6b3f2fe01c7c59539d41b", "momentum": "obs_b3e4219e6c36d1b548de9e57", "repository_topics": "obs_e239c25550330873eea8b13e", "integrations": "obs_3b65dfc94b55e70be71850fd", "integration_fingerprint": "obs_57b832cdc0db93c141e5fbef", "deployment_models": "obs_422388fcc31f3d095e64165e", "extensibility": "obs_30cd8eed53b7eabf4226e35b" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 216, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.147.15", "last_release_at": "2026-07-15T08:56:24Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.147.15", "maintenance_status": "active", "integration_fingerprint": "d9eacf5fc44f3f5c", "integration_count": 2, "integrations": [ "Claude Code", "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_bcc592a16da82eca73870338", "version": "obs_a10450cd2caa2e6cebf73aa5", "last_release_at": "obs_9e4cba2436940ac1c2800a9b", "last_release_url": "obs_dee678f0e9131c3cea536a0c", "pushed_at": "obs_1e9d8a71882f0afca1ad2cad", "archived": "obs_9d1286a5db71a95f79770dd5", "default_branch": "obs_a9f724f398987c5eeb28d8e8", "default_branch_updated_at": "obs_c496b51b17c4a23d45bfa2fe", "maintenance_status": "obs_7be6b3f2fe01c7c59539d41b", "momentum": "obs_b3e4219e6c36d1b548de9e57", "repository_topics": "obs_e239c25550330873eea8b13e", "integrations": "obs_3b65dfc94b55e70be71850fd", "integration_fingerprint": "obs_57b832cdc0db93c141e5fbef", "deployment_models": "obs_422388fcc31f3d095e64165e", "extensibility": "obs_30cd8eed53b7eabf4226e35b" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 226, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.155.2", "last_release_at": "2026-07-28T08:13:47Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.155.2", "maintenance_status": "active", "integration_fingerprint": "d9eacf5fc44f3f5c", "integration_count": 2, "integrations": [ "Claude Code", "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_647833d5ff2193fcab263690", "version": "obs_a7c70ecbc1d8d463591d3ecb", "last_release_at": "obs_237285d3a6ba2f37a868410c", "last_release_url": "obs_56e2d955c1746ebd39e61f64", "pushed_at": "obs_350b40a668f6802d41a4d6f6", "archived": "obs_f044f0d27b85a928fdc6ba33", "default_branch": "obs_fb3d587d79a061424e3d7a30", "default_branch_updated_at": "obs_31f369022e12d78d3ab89905", "maintenance_status": "obs_9c31cedd319b22520c7ce7cd", "momentum": "obs_2159018a7a9501f719731d11", "repository_topics": "obs_82ba57b01a2a796476d1bced", "integrations": "obs_cc96c83851f11e44c6f6b377", "integration_fingerprint": "obs_6d57ee8bc8a33866e6b84e3e", "deployment_models": "obs_dfa2e5c63e4415d4040c4c87", "extensibility": "obs_72ff0e65ecb55f6e0525ea10" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 227, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.155.3", "last_release_at": "2026-07-28T20:56:45Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.155.3", "maintenance_status": "active", "integration_fingerprint": "d9eacf5fc44f3f5c", "integration_count": 2, "integrations": [ "Claude Code", "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_6e4552682b9e7db7c4a29d44", "version": "obs_76757276f753d461f4d7a8ba", "last_release_at": "obs_07fa8c0f64b9f2af8192b841", "last_release_url": "obs_85e4e9eec2de656759411799", "pushed_at": "obs_f39bafb2aaaecd3c4ce5ead6", "archived": "obs_cb50902a099c163507047311", "default_branch": "obs_b2575b17ed8023c934b9391c", "default_branch_updated_at": "obs_9fe45a5f291b20a0e3e32726", "maintenance_status": "obs_dd8fa1ee49fdce238cdebaff", "momentum": "obs_b5fb69ea14f6eb22db10aff6", "repository_topics": "obs_e0680d972977d41e072dad1b", "integrations": "obs_f516f1da10508a4fe5a5daf0", "integration_fingerprint": "obs_5a8388052b82cfe544b5c3bd", "deployment_models": "obs_4fda777dc115bb8547a6b8db", "extensibility": "obs_2097521df4ae444569bb7fc9" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 227, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.157.1", "last_release_at": "2026-07-30T23:09:02Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.157.1", "maintenance_status": "active", "integration_fingerprint": "d9eacf5fc44f3f5c", "integration_count": 2, "integrations": [ "Claude Code", "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_8d0193d7551860e0ce38d56c", "version": "obs_d434616c9f3627deabd0d170", "last_release_at": "obs_f3f118caefe5ece11debfb5d", "last_release_url": "obs_36597030035d1f6a5bc46e08", "pushed_at": "obs_1cf00baf5174785c27ffa00b", "archived": "obs_b2f06c8ec5bc06b9bad1a71e", "default_branch": "obs_a07572e26638d17b5c8fe00b", "default_branch_updated_at": "obs_90436f6e88503a5c2a0d38d1", "maintenance_status": "obs_7a89c8f00e74c21d5d9bfc29", "momentum": "obs_d6413dea9424cfc24856017f", "repository_topics": "obs_32ea4d945980aed005addc0e", "integrations": "obs_c39e36eb31de017cc6a2feff", "integration_fingerprint": "obs_208b42023d2d25c877f5daa0", "deployment_models": "obs_8057612dac3f010036450d0f", "extensibility": "obs_e6355639b467d499cb1d96df" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 227, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.157.3", "last_release_at": "2026-08-02T07:46:12Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.157.3", "maintenance_status": "active", "integration_fingerprint": "d9eacf5fc44f3f5c", "integration_count": 2, "integrations": [ "Claude Code", "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_8592f56e21428ebca7120f83", "version": "obs_f3d4fc8458e04a23c45b8128", "last_release_at": "obs_76c3d0d768cdbbb07c261dfd", "last_release_url": "obs_720b987b0ede741361cece15", "pushed_at": "obs_7b376ea2c66fe8c96e79de91", "archived": "obs_669afac0215eca8bf4331829", "default_branch": "obs_8a41019b9f9fd3e5310e488a", "default_branch_updated_at": "obs_1a434ab21fee73b820223474", "maintenance_status": "obs_7906292b0a0263d436b5426c", "momentum": "obs_2dde1fe66b18360a78bbf980", "repository_topics": "obs_1e0e6db3e07a98c3ce5c63bb", "integrations": "obs_13dedd5b622efa8450e008ee", "integration_fingerprint": "obs_fb90fe938aa7d21c787e7c6b", "deployment_models": "obs_37016706a51a7c9aec3a57f5", "extensibility": "obs_b43045fb38701f9c220a6b34" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 229, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.157.3", "last_release_at": "2026-08-02T07:46:12Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.157.3", "maintenance_status": "active", "integration_fingerprint": "951be00f7ec5f9b8", "integration_count": 2, "integrations": [ "Claude Code", "OpenAI Codex" ], "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_693f8229c87aa44a48c83615", "version": "obs_d5a73685d41cd57cd24f7608", "last_release_at": "obs_c84544ca25b0dc40bd6bd0f6", "last_release_url": "obs_cff25acf56f4dbe174d7c1da", "pushed_at": "obs_bd19c3c038504d437ba823ff", "archived": "obs_f6b875ca6b7dc70787d2f559", "default_branch": "obs_cf7af5977a48097179c50036", "default_branch_updated_at": "obs_9a0dd81ff354095d7b5106a3", "maintenance_status": "obs_19228882e23f03befc9f0b83", "momentum": "obs_86802a7f1602d0658e1a4ede", "repository_topics": "obs_36da5b851f1845cde6fe6aa2", "integrations": "obs_d987f9d02eb54a2f2a21382d", "integration_fingerprint": "obs_8be9070d31c93a92db80034d", "deployment_models": "obs_55754c268598a75f79a6938d", "extensibility": "obs_ef9f432cd384eef2a926d213" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 229, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.157.3", "last_release_at": "2026-08-02T07:46:12Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.157.3", "maintenance_status": "active", "integration_fingerprint": "951be00f7ec5f9b8", "integration_count": 2, "integrations": [ "Claude Code", "OpenAI Codex" ], "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_693f8229c87aa44a48c83615", "version": "obs_d5a73685d41cd57cd24f7608", "last_release_at": "obs_c84544ca25b0dc40bd6bd0f6", "last_release_url": "obs_cff25acf56f4dbe174d7c1da", "pushed_at": "obs_bd19c3c038504d437ba823ff", "archived": "obs_f6b875ca6b7dc70787d2f559", "default_branch": "obs_cf7af5977a48097179c50036", "default_branch_updated_at": "obs_9a0dd81ff354095d7b5106a3", "maintenance_status": "obs_19228882e23f03befc9f0b83", "momentum": "obs_86802a7f1602d0658e1a4ede", "repository_topics": "obs_36da5b851f1845cde6fe6aa2", "integrations": "obs_d987f9d02eb54a2f2a21382d", "integration_fingerprint": "obs_8be9070d31c93a92db80034d", "deployment_models": "obs_55754c268598a75f79a6938d", "extensibility": "obs_ef9f432cd384eef2a926d213" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": null, "momentum": 7.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 229, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.157.3", "last_release_at": "2026-08-02T07:46:12Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.157.3", "maintenance_status": "active", "integration_fingerprint": "951be00f7ec5f9b8", "integration_count": 2, "integrations": [ "Claude Code", "OpenAI Codex" ], "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_693f8229c87aa44a48c83615", "version": "obs_d5a73685d41cd57cd24f7608", "last_release_at": "obs_c84544ca25b0dc40bd6bd0f6", "last_release_url": "obs_cff25acf56f4dbe174d7c1da", "pushed_at": "obs_bd19c3c038504d437ba823ff", "archived": "obs_f6b875ca6b7dc70787d2f559", "default_branch": "obs_cf7af5977a48097179c50036", "default_branch_updated_at": "obs_9a0dd81ff354095d7b5106a3", "maintenance_status": "obs_19228882e23f03befc9f0b83", "momentum": "obs_86802a7f1602d0658e1a4ede", "repository_topics": "obs_36da5b851f1845cde6fe6aa2", "integrations": "obs_d987f9d02eb54a2f2a21382d", "integration_fingerprint": "obs_8be9070d31c93a92db80034d", "deployment_models": "obs_55754c268598a75f79a6938d", "extensibility": "obs_ef9f432cd384eef2a926d213" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 236, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.175.0", "last_release_at": "2026-08-08T05:05:14Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.175.0", "maintenance_status": "active", "integration_fingerprint": "951be00f7ec5f9b8", "integration_count": 2, "integrations": [ "Claude Code", "OpenAI Codex" ], "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_6c5b2990651d730ee499fff1", "version": "obs_a1935b23018aea21f672d01e", "last_release_at": "obs_b9286bbe82a3256dcb22f0ef", "last_release_url": "obs_60c06bf04cbc66b0863a7941", "pushed_at": "obs_520612af02597baefc843057", "archived": "obs_5f374851c5bf24f70aec705a", "default_branch": "obs_87bfd3aaa98b7c0045acb965", "default_branch_updated_at": "obs_69a9530994c7dcee28636af7", "maintenance_status": "obs_08523174ca7f537623495518", "momentum": "obs_73eafc1e94db516fda325698", "repository_topics": "obs_9ee8f92166abc01ad2fda9f9", "integrations": "obs_9b4455266be58d3eb9d169ed", "integration_fingerprint": "obs_ca14b1158639b9e12df92115", "deployment_models": "obs_16b46aa4cff4fafc5ae629c8", "extensibility": "obs_b5bf660c000ed55d54087845" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 237, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.183.1", "last_release_at": "2026-08-09T09:49:13Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.183.1", "maintenance_status": "active", "integration_fingerprint": "951be00f7ec5f9b8", "integration_count": 2, "integrations": [ "Claude Code", "OpenAI Codex" ], "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_511ce05e236c3a04db83cffd", "version": "obs_a4cf13fc976527f2c21416c9", "last_release_at": "obs_1e9b3617fd895cc3619e6582", "last_release_url": "obs_e20a307c4b37069816f2aaea", "pushed_at": "obs_039c8b48b8690938918df24d", "archived": "obs_7002ef9b0a1e80684c6e9ab7", "default_branch": "obs_30b258a6f166ae82920b0658", "default_branch_updated_at": "obs_bc4700de3b076d874418b4c0", "maintenance_status": "obs_03a038ee126dc41f003e1d23", "momentum": "obs_6c1b6cf8c8efdd228b2065aa", "repository_topics": "obs_a7d24e4dbe7101d1f8149a8a", "integrations": "obs_13aa663b66d586738839fce9", "integration_fingerprint": "obs_c8881ee69f9333bebc651601", "deployment_models": "obs_7bfb86d3e9135d1993ab2da8", "extensibility": "obs_8ea1acad4516b61c2db74dc1" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 237, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.191.0", "last_release_at": "2026-08-10T10:05:08Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.191.0", "maintenance_status": "active", "integration_fingerprint": "951be00f7ec5f9b8", "integration_count": 2, "integrations": [ "Claude Code", "OpenAI Codex" ], "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_f89e52a55f467aed5c07299c", "version": "obs_bdbabea88bcfcaedc54e5585", "last_release_at": "obs_4c5e8ad089ef764027e2c4a3", "last_release_url": "obs_fde2ce49aba064e40efcfa1c", "pushed_at": "obs_51fd6b72efc68bc48b85c272", "archived": "obs_501125970491a77eb4c905b3", "default_branch": "obs_bdfc4d1ad1e679652533aaf5", "default_branch_updated_at": "obs_98b1e5f9582725496860e403", "maintenance_status": "obs_ed20eceb9a4013f1da69f758", "momentum": "obs_0a9a4f72fbc966b5decb769e", "repository_topics": "obs_38d8d1ba3559fe183763c6ae", "integrations": "obs_63ec504ae3b15bf283460576", "integration_fingerprint": "obs_9d425d352b21fd46583b47a6", "deployment_models": "obs_5ed90080a460fd3dad03bd42", "extensibility": "obs_55fe3b47f86fd617dc084e4d" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 239, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.197.0", "last_release_at": "2026-08-11T10:08:35Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.197.0", "maintenance_status": "active", "integration_fingerprint": "951be00f7ec5f9b8", "integration_count": 2, "integrations": [ "Claude Code", "OpenAI Codex" ], "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_d2bc7ccd3022404015bded46", "version": "obs_bd17b5896d6a41a3eb5bdc40", "last_release_at": "obs_1c02b6bc589573a57a270985", "last_release_url": "obs_b4b5d9aadbf5fd97e1cde87f", "pushed_at": "obs_25e69fefcde8d850796e9d40", "archived": "obs_549446042d6783e9235cd810", "default_branch": "obs_fd9281be8899046f17a2acdf", "default_branch_updated_at": "obs_9f35b146937671fdf07c191f", "maintenance_status": "obs_c3fe309b47962ce889226856", "momentum": "obs_978dc4863a1a35a5c4606b34", "repository_topics": "obs_012a3121bd5acb054bb38a16", "integrations": "obs_edb9d14674e0580137295656", "integration_fingerprint": "obs_fef280db0357e143c929e9e1", "deployment_models": "obs_6f7741793487cdd7bba32d80", "extensibility": "obs_40485c08c543100d90690973" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 240, "momentum": 9.0, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.199.20", "last_release_at": "2026-08-12T17:10:38Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.199.20", "maintenance_status": "active", "integration_fingerprint": "951be00f7ec5f9b8", "integration_count": 2, "integrations": [ "Claude Code", "OpenAI Codex" ], "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_dcf80a2c008d668281ef9d7a", "version": "obs_fe4f65090029dda89f59ca04", "last_release_at": "obs_2d49fcd05ca84fcd43a06dd2", "last_release_url": "obs_d54a29f753ab76f70b371b08", "pushed_at": "obs_12e7ea08530cf8c7d72c1db6", "archived": "obs_c77a81e5c46bda3e731e957a", "default_branch": "obs_0dfd9aafe528d9cf786d7245", "default_branch_updated_at": "obs_3852c358ecc271b60eb3a2ab", "maintenance_status": "obs_668de1311634ee57599486ee", "momentum": "obs_f944a4a8a326f7c1923d190c", "repository_topics": "obs_3c287d2b5034b2e527acd043", "integrations": "obs_2d08610d603ca96edb4c2249", "integration_fingerprint": "obs_957698064ff01fdddb5203c9", "deployment_models": "obs_22ba876e96e1ece7bd196f54", "extensibility": "obs_35aae250676205d2dd6094fd" }, "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:signet-ai/signetai", "score": 8.4, "popularity": 43.0, "stars": 244, "momentum": 9.3, "score_components": { "usefulness": 8.0, "novelty": 8.0, "momentum": 7.0, "maturity": 7.5, "open_source_build_quality": 8.4, "evidence": 7.2, "commercial_workflow_potential": 8.8, "setup_ease": 4.2 }, "tier": "Gold", "verdict": "watch", "risk": "conditional", "verification_stage": "discovered", "pricing_fingerprint": null, "pricing_summary": null, "pricing_facts": [], "pricing_checked_at": null, "pricing_stale": null, "version": "v0.200.10", "last_release_at": "2026-08-13T17:03:35Z", "last_release_url": "https://github.com/Signet-AI/signetai/releases/tag/v0.200.10", "maintenance_status": "active", "integration_fingerprint": "951be00f7ec5f9b8", "integration_count": 2, "integrations": [ "Claude Code", "OpenAI Codex" ], "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_6e380eb5826b0e6c6248393d", "version": "obs_82c473d456d1011be442216f", "last_release_at": "obs_d3d4a0d6897461461d6260dd", "last_release_url": "obs_2dc0f9b046182f188a42ef60", "pushed_at": "obs_3d9c68689e8d814dbf4f76d0", "archived": "obs_def367d49449d7580df686c1", "default_branch": "obs_271b59217bea1791fadd0075", "default_branch_updated_at": "obs_98a90f4990a9e53bc51ce012", "maintenance_status": "obs_76e6d619cb86e1a222fc7d63", "momentum": "obs_e13f102979f34ccab5a99610", "repository_topics": "obs_4bf47df0fae71724ca2e756c", "integrations": "obs_0766ca7d5af7ac473dd00332", "integration_fingerprint": "obs_1d5ae6729f168c12b84fb57e", "deployment_models": "obs_7adb1eaa03c51b2019959ede", "extensibility": "obs_85559fcd2b96de79408c3953" }, "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_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_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_9b52e9e3596dcda7fbef", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-12T17:38:47.185822Z", "before": 239, "after": 240, "explanation": "Stars changed: 239 → 240.", "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_58d949a2318b179f3406", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-08-12T17:38:47.185822Z", "before": "v0.197.0", "after": "v0.199.20", "explanation": "Version changed: v0.197.0 → v0.199.20.", "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_e8a5080be2bd88ddfcef", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-11T10:17:40.749121Z", "before": 237, "after": 239, "explanation": "Stars changed: 237 → 239.", "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_1576e558f7eff69698b7", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-08-11T10:17:40.749121Z", "before": "v0.191.0", "after": "v0.197.0", "explanation": "Version changed: v0.191.0 → v0.197.0.", "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_4031e1c1efd47a0a34dd", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-08-10T10:18:02.453550Z", "before": "v0.183.1", "after": "v0.191.0", "explanation": "Version changed: v0.183.1 → v0.191.0.", "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_4fc888faf397366930ff", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-08-09T10:18:02.987681Z", "before": "v0.175.0", "after": "v0.183.1", "explanation": "Version changed: v0.175.0 → v0.183.1.", "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_0b9a405475d3aba97260", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-09T10:18:02.987681Z", "before": 236, "after": 237, "explanation": "Stars changed: 236 → 237.", "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_a43627545f591892206b", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-08-08T10:17:54.011012Z", "before": "v0.157.3", "after": "v0.175.0", "explanation": "Version changed: v0.157.3 → v0.175.0.", "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_1f91462e232d9a7066e5", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-08T10:17:54.011012Z", "before": 229, "after": 236, "explanation": "Stars changed: 229 → 236.", "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_75cbe3601deb121127c4", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "integration_changed", "occurred_at": "2026-08-03T10:18:05.351909Z", "before": "Claude Code, Model Context Protocol", "after": "Claude Code, OpenAI Codex", "explanation": "Integration changed: Claude Code, Model Context Protocol → Claude Code, OpenAI Codex.", "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_5b8d2720931ed4eb8ab6", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-08-03T10:18:05.351909Z", "before": 227, "after": 229, "explanation": "Stars changed: 227 → 229.", "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_196a6ce39d5632181db8", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-08-02T10:17:50.427312Z", "before": "v0.157.1", "after": "v0.157.3", "explanation": "Version changed: v0.157.1 → v0.157.3.", "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 model context protocol model context protocol", "material_mover": false }, { "id": "evt_8b561fca78a244ab7183", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-07-29T10:17:05.832710Z", "before": 226, "after": 227, "explanation": "Stars changed: 226 → 227.", "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 model context protocol model context protocol", "material_mover": false }, { "id": "evt_5d9cf1a0d15af427cf24", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-07-29T10:17:05.832710Z", "before": "v0.155.2", "after": "v0.155.3", "explanation": "Version changed: v0.155.2 → v0.155.3.", "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 model context protocol model context protocol", "material_mover": false }, { "id": "evt_fffbec92f7d3cbc36da8", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-07-28T10:17:34.274766Z", "before": "v0.155.1", "after": "v0.155.2", "explanation": "Source-observed version changed: v0.155.1 → v0.155.2. Associated release timestamp: 2026-07-27T21:15:47Z → 2026-07-28T08:13:47Z. This reports the retained observation delta and does not infer why the upstream change occurred.", "explanation_scope": "source_observation_delta", "evidence_refs": { "after_last_release_at_observation_id": "obs_237285d3a6ba2f37a868410c", "after_last_release_url_observation_id": "obs_56e2d955c1746ebd39e61f64", "after_methodology_version": "github-release-resolution-v1", "after_observation_id": "obs_a7c70ecbc1d8d463591d3ecb", "after_observed_at": "2026-07-28T10:17:34.274766Z", "after_source_path": "repository.releases.nodes[0].tagName/name", "before_last_release_at_observation_id": "obs_2fb2810e41a281533dc26aec", "before_last_release_url_observation_id": "obs_7c3ebe14810678df12123de5", "before_methodology_version": "github-release-resolution-v1", "before_observation_id": "obs_9e83b9e5d3e95d0485d30a5c", "before_observed_at": "2026-07-28T07:11:06.213377Z", "before_source_path": "repository.releases.nodes[0].tagName/name", "entity_source_url": "https://github.com/Signet-AI/signetai", "extractor_version": "github-observer-v2", "field": "version", "source_url": "https://api.github.com/graphql" }, "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 model context protocol model context protocol", "material_mover": false }, { "id": "evt_ca9668534754e1111c13", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-07-28T07:11:06.213377Z", "before": "v0.147.15", "after": "v0.155.1", "explanation": "Version changed: v0.147.15 → v0.155.1.", "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 model context protocol model context protocol", "material_mover": false }, { "id": "evt_7c19d201a185b2ebcf58", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-07-28T07:11:06.213377Z", "before": 216, "after": 226, "explanation": "Stars changed: 216 → 226.", "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 model context protocol model context protocol", "material_mover": false }, { "id": "evt_fbdaf6d702712c91b560", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "version_changed", "occurred_at": "2026-07-17T09:45:55.725732Z", "before": "v0.147.14", "after": "v0.147.15", "explanation": "Version changed: v0.147.14 → v0.147.15.", "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 model context protocol model context protocol", "material_mover": false }, { "id": "evt_4a819a1c2120451fe525", "entity_id": "gh:signet-ai/signetai", "item_url": "/item/signet-ai-signetai/", "title": "Signet-AI/signetai", "category": "rag_knowledge", "kind": "stars_changed", "occurred_at": "2026-07-17T09:45:55.725732Z", "before": 214, "after": 216, "explanation": "Stars changed: 214 → 216.", "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 model context protocol model context protocol", "material_mover": false } ] }