{
  "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:aaif-goose/goose",
  "points": [
    {
      "id": "gh:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": null,
      "score_components": {},
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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": "2026-06-16",
      "source_build_id": "git-4306f2ab5266"
    },
    {
      "id": "gh:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": null,
      "score_components": {},
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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": "2026-06-17",
      "source_build_id": "git-04b96f8e7c49"
    },
    {
      "id": "gh:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": null,
      "score_components": {},
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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": "2026-06-18",
      "source_build_id": "git-f4995142b6f1"
    },
    {
      "id": "gh:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 51149,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.41.0",
      "last_release_at": "2026-07-03T00:26:40Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.41.0",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-13T12:11:00.324497Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v1",
      "observation_refs": {
        "stars": "obs_f1daf90213f298d3fbc1a88a",
        "version": "obs_007cce0b05829db71496933f",
        "last_release_at": "obs_621f83420a70d6b9711c69b8",
        "last_release_url": "obs_cd482014aa943a954f93ec0e",
        "pushed_at": "obs_12cb5c4c75e1ddc0afafd59a",
        "archived": "obs_1fa0a63c385a66ee245a12ba",
        "default_branch": "obs_f441eb57bdbeb466fe716f90",
        "default_branch_updated_at": "obs_14e7e30ffcfc08f2502a00eb",
        "maintenance_status": "obs_27749924d4e702477ed174b7",
        "momentum": "obs_62c4ca2dbf81b56128409407"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 51224,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.43.0",
      "last_release_at": "2026-07-14T09:46:27Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.43.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_5e5c3af85e19b1d237fd9dfe",
        "version": "obs_a0a398dbd1f65774ebb97aa7",
        "last_release_at": "obs_3e578f5614581fee3026ef97",
        "last_release_url": "obs_6b4337c1f7df1797ed4f1cdf",
        "pushed_at": "obs_ec2e250755b2144fc6831a8c",
        "archived": "obs_87b2081569eac8fc559b3a04",
        "default_branch": "obs_17448dc10946a45683f278f8",
        "default_branch_updated_at": "obs_17c0416739a7ac30996157d1",
        "maintenance_status": "obs_bcd67752da1a193b7f46159e",
        "momentum": "obs_c45010076d8903bd0008c862",
        "repository_topics": "obs_2d4de3710ac723a8cd43efae",
        "integrations": "obs_c83a4214aec6e0f2a603455e",
        "integration_fingerprint": "obs_c8a096c92251be21e97574c7",
        "deployment_models": "obs_da1955e288e29fba230d2491",
        "extensibility": "obs_03f7a02b1c3647787fa669e2"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 51224,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.43.0",
      "last_release_at": "2026-07-14T09:46:27Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.43.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_5e5c3af85e19b1d237fd9dfe",
        "version": "obs_a0a398dbd1f65774ebb97aa7",
        "last_release_at": "obs_3e578f5614581fee3026ef97",
        "last_release_url": "obs_6b4337c1f7df1797ed4f1cdf",
        "pushed_at": "obs_ec2e250755b2144fc6831a8c",
        "archived": "obs_87b2081569eac8fc559b3a04",
        "default_branch": "obs_17448dc10946a45683f278f8",
        "default_branch_updated_at": "obs_17c0416739a7ac30996157d1",
        "maintenance_status": "obs_bcd67752da1a193b7f46159e",
        "momentum": "obs_c45010076d8903bd0008c862",
        "repository_topics": "obs_2d4de3710ac723a8cd43efae",
        "integrations": "obs_c83a4214aec6e0f2a603455e",
        "integration_fingerprint": "obs_c8a096c92251be21e97574c7",
        "deployment_models": "obs_da1955e288e29fba230d2491",
        "extensibility": "obs_03f7a02b1c3647787fa669e2"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 51224,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.43.0",
      "last_release_at": "2026-07-14T09:46:27Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.43.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_5e5c3af85e19b1d237fd9dfe",
        "version": "obs_a0a398dbd1f65774ebb97aa7",
        "last_release_at": "obs_3e578f5614581fee3026ef97",
        "last_release_url": "obs_6b4337c1f7df1797ed4f1cdf",
        "pushed_at": "obs_ec2e250755b2144fc6831a8c",
        "archived": "obs_87b2081569eac8fc559b3a04",
        "default_branch": "obs_17448dc10946a45683f278f8",
        "default_branch_updated_at": "obs_17c0416739a7ac30996157d1",
        "maintenance_status": "obs_bcd67752da1a193b7f46159e",
        "momentum": "obs_c45010076d8903bd0008c862",
        "repository_topics": "obs_2d4de3710ac723a8cd43efae",
        "integrations": "obs_c83a4214aec6e0f2a603455e",
        "integration_fingerprint": "obs_c8a096c92251be21e97574c7",
        "deployment_models": "obs_da1955e288e29fba230d2491",
        "extensibility": "obs_03f7a02b1c3647787fa669e2"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 51224,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.43.0",
      "last_release_at": "2026-07-14T09:46:27Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.43.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_5e5c3af85e19b1d237fd9dfe",
        "version": "obs_a0a398dbd1f65774ebb97aa7",
        "last_release_at": "obs_3e578f5614581fee3026ef97",
        "last_release_url": "obs_6b4337c1f7df1797ed4f1cdf",
        "pushed_at": "obs_ec2e250755b2144fc6831a8c",
        "archived": "obs_87b2081569eac8fc559b3a04",
        "default_branch": "obs_17448dc10946a45683f278f8",
        "default_branch_updated_at": "obs_17c0416739a7ac30996157d1",
        "maintenance_status": "obs_bcd67752da1a193b7f46159e",
        "momentum": "obs_c45010076d8903bd0008c862",
        "repository_topics": "obs_2d4de3710ac723a8cd43efae",
        "integrations": "obs_c83a4214aec6e0f2a603455e",
        "integration_fingerprint": "obs_c8a096c92251be21e97574c7",
        "deployment_models": "obs_da1955e288e29fba230d2491",
        "extensibility": "obs_03f7a02b1c3647787fa669e2"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 51224,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.43.0",
      "last_release_at": "2026-07-14T09:46:27Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.43.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_5e5c3af85e19b1d237fd9dfe",
        "version": "obs_a0a398dbd1f65774ebb97aa7",
        "last_release_at": "obs_3e578f5614581fee3026ef97",
        "last_release_url": "obs_6b4337c1f7df1797ed4f1cdf",
        "pushed_at": "obs_ec2e250755b2144fc6831a8c",
        "archived": "obs_87b2081569eac8fc559b3a04",
        "default_branch": "obs_17448dc10946a45683f278f8",
        "default_branch_updated_at": "obs_17c0416739a7ac30996157d1",
        "maintenance_status": "obs_bcd67752da1a193b7f46159e",
        "momentum": "obs_c45010076d8903bd0008c862",
        "repository_topics": "obs_2d4de3710ac723a8cd43efae",
        "integrations": "obs_c83a4214aec6e0f2a603455e",
        "integration_fingerprint": "obs_c8a096c92251be21e97574c7",
        "deployment_models": "obs_da1955e288e29fba230d2491",
        "extensibility": "obs_03f7a02b1c3647787fa669e2"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 51835,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.44.0",
      "last_release_at": "2026-07-23T19:18:27Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.44.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-07-28T10:17:34.274766Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_49f90173e22ce4cd04dc3ff9",
        "version": "obs_f2d41e4f3b68ccfbeaddb6c0",
        "last_release_at": "obs_2ae57431e303579013053894",
        "last_release_url": "obs_9829a9ed85d37e59906e8afe",
        "pushed_at": "obs_3c0b453ef1cc5b44eab06a6e",
        "archived": "obs_2b16e18664923b4bc45fefae",
        "default_branch": "obs_2f17b5f5611115a2ea854e78",
        "default_branch_updated_at": "obs_558ba8aeca890dc9a068d891",
        "maintenance_status": "obs_ffa21d7c090620e40005ec64",
        "momentum": "obs_b8774684ae51891c1a72815c",
        "repository_topics": "obs_8beed38b15fe28567389273b",
        "integrations": "obs_a4c2e06b54e60c4aa7b1a639",
        "integration_fingerprint": "obs_45ba07bd6f01b0fd8e7c1447",
        "deployment_models": "obs_a19fe4a66fc87c3a27fb35be",
        "extensibility": "obs_779387b539bd865b75164faf"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 51889,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.44.0",
      "last_release_at": "2026-07-23T19:18:27Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.44.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-07-29T10:17:05.832710Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_4b939d4d309695539088dd32",
        "version": "obs_953d41f7d352ee7533b0c7fc",
        "last_release_at": "obs_aced2cb697995821266d4f76",
        "last_release_url": "obs_8cc39e5863b81e7d4e61071e",
        "pushed_at": "obs_e305c290a2a0f04b72f111b5",
        "archived": "obs_659956543b147d0c68b2622f",
        "default_branch": "obs_6f83629020aac4bea9ce7904",
        "default_branch_updated_at": "obs_f0cc13a4fb6c073c9b51bae7",
        "maintenance_status": "obs_ad548dc713babe472aca7746",
        "momentum": "obs_63bdd49f32c224a4f8474999",
        "repository_topics": "obs_9f1eb1578dcd69e9e25ef529",
        "integrations": "obs_c68ed72fcbeb9a13598b6fa5",
        "integration_fingerprint": "obs_29332a03f7677572af1783b6",
        "deployment_models": "obs_23bae5b23563ea2bbcfb256e",
        "extensibility": "obs_07ef60f9a4ddc95395451f04"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 52048,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.45.0",
      "last_release_at": "2026-07-29T20:11:39Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.45.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-01T10:17:36.135498Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_ddd9aa353196225a935b0c0a",
        "version": "obs_ac0bcc8e14557c015817d765",
        "last_release_at": "obs_86ad4853b5bfe914358cd82b",
        "last_release_url": "obs_2fec817b2f7e1697e3c9c1e3",
        "pushed_at": "obs_e927b28350af024c11025506",
        "archived": "obs_e140f24d57d8b1f0e46f5c2c",
        "default_branch": "obs_94ba5fdc1961b9f4866a7c75",
        "default_branch_updated_at": "obs_1051dcfd8d128edbac6858a5",
        "maintenance_status": "obs_2a6ca91c728d1a7a813ef8d7",
        "momentum": "obs_ce1ec90967a639034427b3cc",
        "repository_topics": "obs_1b2e41bf6d14b2dfb744ca6b",
        "integrations": "obs_cbad1ea0bac077053c9d2c0f",
        "integration_fingerprint": "obs_4d13be6a48c71aef7d08955f",
        "deployment_models": "obs_0e398ff64e9e9d838b5aa7a5",
        "extensibility": "obs_0bdf02644f2825c873ef299a"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 52102,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.45.0",
      "last_release_at": "2026-07-29T20:11:39Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.45.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-02T10:17:50.427312Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_730b53cd4ebfbf927ccc5c3c",
        "version": "obs_903bf29b48ea16a59bd0431b",
        "last_release_at": "obs_2dcbcc4c1d30c3ab6d47329a",
        "last_release_url": "obs_54950fc8a77db74de4d24dac",
        "pushed_at": "obs_e7afc05766e4554f65f8dc47",
        "archived": "obs_8b1846fca763a95b892fbf1c",
        "default_branch": "obs_e79998a6950623bb6e30e885",
        "default_branch_updated_at": "obs_c0da4e2a54483278c0413f7a",
        "maintenance_status": "obs_205957eced9e7e232ca552ea",
        "momentum": "obs_879ec4ea380a5e3f56552df7",
        "repository_topics": "obs_919e49160d5225157e0d0f28",
        "integrations": "obs_8577a4ef422adedb40612da0",
        "integration_fingerprint": "obs_00bc39787f3bf533c9c21929",
        "deployment_models": "obs_959a1276f5880e2f8076ed07",
        "extensibility": "obs_1c82ec0be0cb3fed66f7084d"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 52158,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.45.0",
      "last_release_at": "2026-07-29T20:11:39Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.45.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_6c8d0572edf38fd9cfec1f21",
        "version": "obs_aadad9f63e657dd0fab3e460",
        "last_release_at": "obs_9fcd127f686825bf5281ff6b",
        "last_release_url": "obs_8a4d6d837f2dc9a868eff0da",
        "pushed_at": "obs_e9f40ab264fc68899e7c62c2",
        "archived": "obs_01a00328f7c9d68b51b04652",
        "default_branch": "obs_11944b4b17d88aebe0e9d993",
        "default_branch_updated_at": "obs_b8f92b0a95dc5b15a698be63",
        "maintenance_status": "obs_62fd5ecb6b92d0fba642881f",
        "momentum": "obs_3a983e757b868bec7858ea16",
        "repository_topics": "obs_5ded6efa506cc2039ae5275e",
        "integrations": "obs_eeefdca48794089c0d98a7a0",
        "integration_fingerprint": "obs_aced7724e4cfdb7402e391b7",
        "deployment_models": "obs_687f3d892eaf5c4cad1269ce",
        "extensibility": "obs_e8396ae9d2a3abaaf27498c3"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 52158,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.45.0",
      "last_release_at": "2026-07-29T20:11:39Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.45.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_6c8d0572edf38fd9cfec1f21",
        "version": "obs_aadad9f63e657dd0fab3e460",
        "last_release_at": "obs_9fcd127f686825bf5281ff6b",
        "last_release_url": "obs_8a4d6d837f2dc9a868eff0da",
        "pushed_at": "obs_e9f40ab264fc68899e7c62c2",
        "archived": "obs_01a00328f7c9d68b51b04652",
        "default_branch": "obs_11944b4b17d88aebe0e9d993",
        "default_branch_updated_at": "obs_b8f92b0a95dc5b15a698be63",
        "maintenance_status": "obs_62fd5ecb6b92d0fba642881f",
        "momentum": "obs_3a983e757b868bec7858ea16",
        "repository_topics": "obs_5ded6efa506cc2039ae5275e",
        "integrations": "obs_eeefdca48794089c0d98a7a0",
        "integration_fingerprint": "obs_aced7724e4cfdb7402e391b7",
        "deployment_models": "obs_687f3d892eaf5c4cad1269ce",
        "extensibility": "obs_e8396ae9d2a3abaaf27498c3"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": null,
      "momentum": 4.2,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 52158,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.45.0",
      "last_release_at": "2026-07-29T20:11:39Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.45.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_6c8d0572edf38fd9cfec1f21",
        "version": "obs_aadad9f63e657dd0fab3e460",
        "last_release_at": "obs_9fcd127f686825bf5281ff6b",
        "last_release_url": "obs_8a4d6d837f2dc9a868eff0da",
        "pushed_at": "obs_e9f40ab264fc68899e7c62c2",
        "archived": "obs_01a00328f7c9d68b51b04652",
        "default_branch": "obs_11944b4b17d88aebe0e9d993",
        "default_branch_updated_at": "obs_b8f92b0a95dc5b15a698be63",
        "maintenance_status": "obs_62fd5ecb6b92d0fba642881f",
        "momentum": "obs_3a983e757b868bec7858ea16",
        "repository_topics": "obs_5ded6efa506cc2039ae5275e",
        "integrations": "obs_eeefdca48794089c0d98a7a0",
        "integration_fingerprint": "obs_aced7724e4cfdb7402e391b7",
        "deployment_models": "obs_687f3d892eaf5c4cad1269ce",
        "extensibility": "obs_e8396ae9d2a3abaaf27498c3"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 52543,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.45.0",
      "last_release_at": "2026-07-29T20:11:39Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.45.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-08T10:17:54.011012Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_d4a53afe1957679d6e1d7853",
        "version": "obs_fb329c9d0fa5c6fa87cb2485",
        "last_release_at": "obs_1512a1279dfa83db27989349",
        "last_release_url": "obs_cab8ecbacd995a97daafaf20",
        "pushed_at": "obs_36e23db0f83033a63f6b1dbf",
        "archived": "obs_39f526685564b3f9fe9d5e19",
        "default_branch": "obs_57237fdf6704ae6bd65bf8e2",
        "default_branch_updated_at": "obs_f5d80faec7e11f6e13a62abf",
        "maintenance_status": "obs_4dda7edb2bc8cf3db0e57e51",
        "momentum": "obs_e8545d3c8ac9a16d15693825",
        "repository_topics": "obs_a1688f6171a0e00035decab0",
        "integrations": "obs_57be4ee0830f1ed9f968b300",
        "integration_fingerprint": "obs_15a96939832f095886b6f8c7",
        "deployment_models": "obs_746aa5300bdd9e90679b8f1b",
        "extensibility": "obs_2ccc55decdc6151e345e6a5f"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 52590,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.45.0",
      "last_release_at": "2026-07-29T20:11:39Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.45.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-09T10:18:02.987681Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_8f26be884327270cea701a3b",
        "version": "obs_0f1c6decfd7688b420ae9750",
        "last_release_at": "obs_ac7164e122d28a836d82025c",
        "last_release_url": "obs_ffa9ca369b1f50b7b4a80931",
        "pushed_at": "obs_f11fb9755eb887b1a45a18fc",
        "archived": "obs_61e78902a2193108419804b1",
        "default_branch": "obs_1ed5b58e9ab4ad4e6f1c28a1",
        "default_branch_updated_at": "obs_0b4f810dc92adad9b65daada",
        "maintenance_status": "obs_fa821fb7ced78b78b15b3e09",
        "momentum": "obs_4e38ebcfe76cf4416b53d51e",
        "repository_topics": "obs_48861d5bf92523cd757213c7",
        "integrations": "obs_f98a066effa7d04accc48c5f",
        "integration_fingerprint": "obs_c0c5bac1a28533ab31ada67f",
        "deployment_models": "obs_99350b7a3374fe70ce557cb7",
        "extensibility": "obs_25746b1a2a31e88ccb4cf7e8"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 52622,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.45.0",
      "last_release_at": "2026-07-29T20:11:39Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.45.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-10T10:18:02.453550Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_b9accd740d94fd9ba77d8036",
        "version": "obs_d782da4748cba1b7ff15f5be",
        "last_release_at": "obs_926cb85f995f04c6d07e8319",
        "last_release_url": "obs_387b50794bfaab9045f10af5",
        "pushed_at": "obs_4ee52e1dbd2ac2f50c9909ce",
        "archived": "obs_26a2af1f055c0ac71296e745",
        "default_branch": "obs_8e3e79cb8e77b4cfddbbc526",
        "default_branch_updated_at": "obs_5be5f98009defc9b3e3bf25f",
        "maintenance_status": "obs_a7a6698f87e1532dd764386e",
        "momentum": "obs_9adc7ca48034d13ebd69963d",
        "repository_topics": "obs_0cd1d272a3f9f6c2ba3cc0c0",
        "integrations": "obs_9cc30e299773ebe6381d49ef",
        "integration_fingerprint": "obs_4ac12789d39b9309d1395786",
        "deployment_models": "obs_2c36b6d7cb655567a35e3d4e",
        "extensibility": "obs_f43c0019b64b7e2dba072852"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 52667,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.45.0",
      "last_release_at": "2026-07-29T20:11:39Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.45.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-11T10:17:40.749121Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_0f81837ca8ed014e93476760",
        "version": "obs_bb04638f4c0085bb210867d2",
        "last_release_at": "obs_e18c8e6136352e1dcbaed3f8",
        "last_release_url": "obs_308838cc680460ec4f0c4176",
        "pushed_at": "obs_436fd9294ded6bc2b72c5cbc",
        "archived": "obs_ca77f7dc5cec74b87bf76aa6",
        "default_branch": "obs_2d84616f9ede31c20533ecb2",
        "default_branch_updated_at": "obs_db76a13ebb98ec3cb69e761f",
        "maintenance_status": "obs_98fe24132685d483204c2d76",
        "momentum": "obs_1b19846bdf6bb36d60684b79",
        "repository_topics": "obs_4d55066f6c32b31b34d95456",
        "integrations": "obs_d158a581369d4269c8358df6",
        "integration_fingerprint": "obs_a9a58814e6df32886f38d1b2",
        "deployment_models": "obs_60067a179b6b9ec8c9ee776d",
        "extensibility": "obs_ac9e4f18e5dc072dd2a8ecee"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 52720,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.46.0",
      "last_release_at": "2026-08-12T16:05:13Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.46.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-12T17:38:47.185822Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_57ed4531cfb9bf292747a404",
        "version": "obs_7fba9ba83a25266d58586d70",
        "last_release_at": "obs_d45d1ad9b5b342f26a22b58c",
        "last_release_url": "obs_37d17f113faf04b09a09d8a0",
        "pushed_at": "obs_3d72eb28872ca1b4346159d3",
        "archived": "obs_ee9a778e88c91dc9c4967033",
        "default_branch": "obs_6f7a353b5e7b70a8098219e5",
        "default_branch_updated_at": "obs_0a542b8581b04ce484ee95ce",
        "maintenance_status": "obs_b6e1857dc9667f49cd892519",
        "momentum": "obs_3d30afc537fcb088eece9e5c",
        "repository_topics": "obs_1e7a0dfd13b6325b39a6d8a2",
        "integrations": "obs_82db271f934f57e6fde25a8f",
        "integration_fingerprint": "obs_15b22a4b2ae7207d2e28614d",
        "deployment_models": "obs_bdf23302cd73edf8e23c8fe3",
        "extensibility": "obs_3dc803c3a655fe686ef1deb1"
      },
      "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:aaif-goose/goose",
      "score": 7.43,
      "popularity": 44.29,
      "stars": 52767,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.8,
        "novelty": 6.3,
        "momentum": 4.2,
        "maturity": 6.4,
        "open_source_build_quality": 7.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.5,
        "setup_ease": 6.5
      },
      "tier": "Silver",
      "verdict": "try_now",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.46.0",
      "last_release_at": "2026-08-12T16:05:13Z",
      "last_release_url": "https://github.com/aaif-goose/goose/releases/tag/v1.46.0",
      "maintenance_status": "active",
      "integration_fingerprint": "699f75b768bf0e4f",
      "integration_count": 1,
      "integrations": [
        "Model Context Protocol"
      ],
      "source_observed_at": "2026-08-13T19:31:03.163686Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_7152a6528c47dc6a8ccc5a5a",
        "version": "obs_420bf55e769f9e2a9a96f56d",
        "last_release_at": "obs_1b4c667b48918bcf1895dfc0",
        "last_release_url": "obs_b0a49e823f9266f4df6aa52a",
        "pushed_at": "obs_7ce81f8318f080d68922f102",
        "archived": "obs_1409eb526194905938b2e3d5",
        "default_branch": "obs_537a92e150b1dfeec1184143",
        "default_branch_updated_at": "obs_e17a03df16d342e155bdd1d2",
        "maintenance_status": "obs_9be42dea784f93cae258ca7d",
        "momentum": "obs_e950694924655d843d1e3b2d",
        "repository_topics": "obs_10cbf672ec7254e8101b0128",
        "integrations": "obs_e474d6a8b5d828549fe19fe6",
        "integration_fingerprint": "obs_6b8dae23b9a8593f882bf300",
        "deployment_models": "obs_a9badd9a89044b3f8da26e07",
        "extensibility": "obs_f00c4883beb1c4ae64f5107b"
      },
      "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_ce836c3b46fd1ea23b58",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-13T19:31:03.163686Z",
      "before": 52720,
      "after": 52767,
      "explanation": "Stars changed: 52720 → 52767.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_761ff7a7695c242d11f8",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-08-12T17:38:47.185822Z",
      "before": "v1.45.0",
      "after": "v1.46.0",
      "explanation": "Version changed: v1.45.0 → v1.46.0.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_175616c7b13bfb06877b",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-12T17:38:47.185822Z",
      "before": 52667,
      "after": 52720,
      "explanation": "Stars changed: 52667 → 52720.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_886970eaae2f0538c253",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-11T10:17:40.749121Z",
      "before": 52622,
      "after": 52667,
      "explanation": "Stars changed: 52622 → 52667.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_42312fbf552493a1886e",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-10T10:18:02.453550Z",
      "before": 52590,
      "after": 52622,
      "explanation": "Stars changed: 52590 → 52622.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_8505fc7dfcd587bb67f5",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-09T10:18:02.987681Z",
      "before": 52543,
      "after": 52590,
      "explanation": "Stars changed: 52543 → 52590.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_83298118352f2b2bc62f",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-08T10:17:54.011012Z",
      "before": 52158,
      "after": 52543,
      "explanation": "Stars changed: 52158 → 52543.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_6ebdeb19e3b1e1f6b60c",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-03T10:18:05.351909Z",
      "before": 52102,
      "after": 52158,
      "explanation": "Stars changed: 52102 → 52158.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_12444a62ac67e0c56d66",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-02T10:17:50.427312Z",
      "before": 52048,
      "after": 52102,
      "explanation": "Stars changed: 52048 → 52102.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_6ee5f8bc9aaf8ebc97a0",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-01T10:17:36.135498Z",
      "before": 52032,
      "after": 52048,
      "explanation": "Source-observed stars changed: 52032 → 52048. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_ddd9aa353196225a935b0c0a",
        "after_observed_at": "2026-08-01T10:17:36.135498Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_d97f458cd5a9c6dabcfe29e9",
        "before_observed_at": "2026-08-01T00:55:12.768643Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/aaif-goose/goose",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_3d3066077a5a6f442dbe",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-29T10:17:05.832710Z",
      "before": 51835,
      "after": 51889,
      "explanation": "Stars changed: 51835 → 51889.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_194fcc07bd44b463c6f6",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-28T10:17:34.274766Z",
      "before": 51833,
      "after": 51835,
      "explanation": "Source-observed stars changed: 51833 → 51835. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_49f90173e22ce4cd04dc3ff9",
        "after_observed_at": "2026-07-28T10:17:34.274766Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_ea77ff4bf62b92a14e7f2dec",
        "before_observed_at": "2026-07-28T07:11:06.213377Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/aaif-goose/goose",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_6e61944ac55adeba950a",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-07-28T07:11:06.213377Z",
      "before": "v1.43.0",
      "after": "v1.44.0",
      "explanation": "Version changed: v1.43.0 → v1.44.0.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_6a704867b00e2bae7489",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-28T07:11:06.213377Z",
      "before": 51224,
      "after": 51833,
      "explanation": "Stars changed: 51224 → 51833.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_85eea9827d3dcc9ce5b5",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T12:02:57.061641Z",
      "before": 51221,
      "after": 51224,
      "explanation": "Source-observed stars changed: 51221 → 51224. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_5e5c3af85e19b1d237fd9dfe",
        "after_observed_at": "2026-07-17T12:02:57.061641Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_75fc62ed6609ed2d915ca9b7",
        "before_observed_at": "2026-07-17T10:40:43.045032Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/aaif-goose/goose",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_85381faa16ec5085926d",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T10:40:43.045032Z",
      "before": 51220,
      "after": 51221,
      "explanation": "Source-observed stars changed: 51220 → 51221. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_75fc62ed6609ed2d915ca9b7",
        "after_observed_at": "2026-07-17T10:40:43.045032Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_f65e7db3522d142909737136",
        "before_observed_at": "2026-07-17T10:30:13.622907Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/aaif-goose/goose",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_8604661255afcf1d4cfd",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T10:30:13.622907Z",
      "before": 51219,
      "after": 51220,
      "explanation": "Source-observed stars changed: 51219 → 51220. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_f65e7db3522d142909737136",
        "after_observed_at": "2026-07-17T10:30:13.622907Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_1df1e07c83ce821a870dde3d",
        "before_observed_at": "2026-07-17T10:17:28.381918Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/aaif-goose/goose",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_bd4f3cdd320916d3cad8",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T09:45:55.725732Z",
      "before": 51149,
      "after": 51219,
      "explanation": "Stars changed: 51149 → 51219.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    },
    {
      "id": "evt_a5e665f466f8e7255248",
      "entity_id": "gh:aaif-goose/goose",
      "item_url": "/item/aaif-goose-goose/",
      "title": "aaif-goose/goose",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-07-17T09:45:55.725732Z",
      "before": "v1.41.0",
      "after": "v1.43.0",
      "explanation": "Version changed: v1.41.0 → v1.43.0.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.43,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent",
      "section": "Developer Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.5,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [
        "system"
      ],
      "search_text": "aaif-goose/goose aaif-goose open_source other silver none try_now ai developers technical founders model context protocol model context protocol",
      "material_mover": false
    }
  ]
}
