{
  "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:open-less/openless",
  "points": [
    {
      "id": "gh:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 2735,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.14-Beta.3-tauri",
      "last_release_at": "2026-07-06T12:34:58Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.14-Beta.3-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-13T12:19:39.107338Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v1",
      "observation_refs": {
        "stars": "obs_64bc36c117121cf04e134b4e",
        "version": "obs_5e032bdb1cd7258176846cd7",
        "last_release_at": "obs_77eb28c630481d667e63579e",
        "last_release_url": "obs_4da1ebea894e136412141a93",
        "pushed_at": "obs_4260c3847a543955b25936d7",
        "archived": "obs_b3857bb138226a102e504269",
        "default_branch": "obs_652c302d60ab9b4d70903edd",
        "default_branch_updated_at": "obs_d7f7bfc3ffae29417d9b5ab3",
        "maintenance_status": "obs_2e4212912de4b46f5b5314c7",
        "momentum": "obs_1f5470a7a7b420c93e5bfd0e"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 2779,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.15-Beta.1-tauri",
      "last_release_at": "2026-07-15T09:35:35Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.15-Beta.1-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_623091090c34dd23df4dd230",
        "version": "obs_e6fdfd4217a1d5f389ec5934",
        "last_release_at": "obs_692f259e0843ebe349dc322a",
        "last_release_url": "obs_b720453f63fa0f901cb92f84",
        "pushed_at": "obs_1566e9ad3a32c7db11b5368c",
        "archived": "obs_b3a5e897f4a448c032b59261",
        "default_branch": "obs_2a291f4be85e0fc4c4bd1955",
        "default_branch_updated_at": "obs_8ef9dd89a1dc546f83a5c170",
        "maintenance_status": "obs_9d0bdac08ae2d64fa6593f7d",
        "momentum": "obs_84d1db0f8fea284f116e74d5",
        "repository_topics": "obs_eacd8f6fb77e1bb7ac80a64e",
        "integrations": "obs_84ab08a8599653f0cbcfe756",
        "integration_fingerprint": "obs_dfc743a45d597db0e74fff21",
        "deployment_models": "obs_e51665c4dc2066c81c1d07b1",
        "extensibility": "obs_1138f80d9aeb9cb050e260c6"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 2779,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.15-Beta.1-tauri",
      "last_release_at": "2026-07-15T09:35:35Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.15-Beta.1-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_623091090c34dd23df4dd230",
        "version": "obs_e6fdfd4217a1d5f389ec5934",
        "last_release_at": "obs_692f259e0843ebe349dc322a",
        "last_release_url": "obs_b720453f63fa0f901cb92f84",
        "pushed_at": "obs_1566e9ad3a32c7db11b5368c",
        "archived": "obs_b3a5e897f4a448c032b59261",
        "default_branch": "obs_2a291f4be85e0fc4c4bd1955",
        "default_branch_updated_at": "obs_8ef9dd89a1dc546f83a5c170",
        "maintenance_status": "obs_9d0bdac08ae2d64fa6593f7d",
        "momentum": "obs_84d1db0f8fea284f116e74d5",
        "repository_topics": "obs_eacd8f6fb77e1bb7ac80a64e",
        "integrations": "obs_84ab08a8599653f0cbcfe756",
        "integration_fingerprint": "obs_dfc743a45d597db0e74fff21",
        "deployment_models": "obs_e51665c4dc2066c81c1d07b1",
        "extensibility": "obs_1138f80d9aeb9cb050e260c6"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 2779,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.15-Beta.1-tauri",
      "last_release_at": "2026-07-15T09:35:35Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.15-Beta.1-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_623091090c34dd23df4dd230",
        "version": "obs_e6fdfd4217a1d5f389ec5934",
        "last_release_at": "obs_692f259e0843ebe349dc322a",
        "last_release_url": "obs_b720453f63fa0f901cb92f84",
        "pushed_at": "obs_1566e9ad3a32c7db11b5368c",
        "archived": "obs_b3a5e897f4a448c032b59261",
        "default_branch": "obs_2a291f4be85e0fc4c4bd1955",
        "default_branch_updated_at": "obs_8ef9dd89a1dc546f83a5c170",
        "maintenance_status": "obs_9d0bdac08ae2d64fa6593f7d",
        "momentum": "obs_84d1db0f8fea284f116e74d5",
        "repository_topics": "obs_eacd8f6fb77e1bb7ac80a64e",
        "integrations": "obs_84ab08a8599653f0cbcfe756",
        "integration_fingerprint": "obs_dfc743a45d597db0e74fff21",
        "deployment_models": "obs_e51665c4dc2066c81c1d07b1",
        "extensibility": "obs_1138f80d9aeb9cb050e260c6"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 2779,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.15-Beta.1-tauri",
      "last_release_at": "2026-07-15T09:35:35Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.15-Beta.1-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_623091090c34dd23df4dd230",
        "version": "obs_e6fdfd4217a1d5f389ec5934",
        "last_release_at": "obs_692f259e0843ebe349dc322a",
        "last_release_url": "obs_b720453f63fa0f901cb92f84",
        "pushed_at": "obs_1566e9ad3a32c7db11b5368c",
        "archived": "obs_b3a5e897f4a448c032b59261",
        "default_branch": "obs_2a291f4be85e0fc4c4bd1955",
        "default_branch_updated_at": "obs_8ef9dd89a1dc546f83a5c170",
        "maintenance_status": "obs_9d0bdac08ae2d64fa6593f7d",
        "momentum": "obs_84d1db0f8fea284f116e74d5",
        "repository_topics": "obs_eacd8f6fb77e1bb7ac80a64e",
        "integrations": "obs_84ab08a8599653f0cbcfe756",
        "integration_fingerprint": "obs_dfc743a45d597db0e74fff21",
        "deployment_models": "obs_e51665c4dc2066c81c1d07b1",
        "extensibility": "obs_1138f80d9aeb9cb050e260c6"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 2779,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.15-Beta.1-tauri",
      "last_release_at": "2026-07-15T09:35:35Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.15-Beta.1-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_623091090c34dd23df4dd230",
        "version": "obs_e6fdfd4217a1d5f389ec5934",
        "last_release_at": "obs_692f259e0843ebe349dc322a",
        "last_release_url": "obs_b720453f63fa0f901cb92f84",
        "pushed_at": "obs_1566e9ad3a32c7db11b5368c",
        "archived": "obs_b3a5e897f4a448c032b59261",
        "default_branch": "obs_2a291f4be85e0fc4c4bd1955",
        "default_branch_updated_at": "obs_8ef9dd89a1dc546f83a5c170",
        "maintenance_status": "obs_9d0bdac08ae2d64fa6593f7d",
        "momentum": "obs_84d1db0f8fea284f116e74d5",
        "repository_topics": "obs_eacd8f6fb77e1bb7ac80a64e",
        "integrations": "obs_84ab08a8599653f0cbcfe756",
        "integration_fingerprint": "obs_dfc743a45d597db0e74fff21",
        "deployment_models": "obs_e51665c4dc2066c81c1d07b1",
        "extensibility": "obs_1138f80d9aeb9cb050e260c6"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 2884,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.15-Beta.1-tauri",
      "last_release_at": "2026-07-15T09:35:35Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.15-Beta.1-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_82eb1c9247c34d0af44960a6",
        "version": "obs_eaf7e3bb3d8fb22fb3a4b706",
        "last_release_at": "obs_e4a7deb0a210f73d6e1259ef",
        "last_release_url": "obs_f02364687f87b9764996bd5c",
        "pushed_at": "obs_ead94f761cf0318bd885677a",
        "archived": "obs_9e17bccd6a93ea81fcb8c2ab",
        "default_branch": "obs_0b298fd8a362674551d865f8",
        "default_branch_updated_at": "obs_19f79f7d82144a1776a7e293",
        "maintenance_status": "obs_b5440886d8aa4277c38a46eb",
        "momentum": "obs_b31e840e59b8bb991d486aa5",
        "repository_topics": "obs_c10129b33046ddf437ebb1a7",
        "integrations": "obs_f776b07a38a21b4bfca990f8",
        "integration_fingerprint": "obs_53f01477c9d85015360db9e4",
        "deployment_models": "obs_16591a936778801b9120a383",
        "extensibility": "obs_d91d81acb85cff091489e6b7"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 2893,
      "momentum": 7.8,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.15-Beta.1-tauri",
      "last_release_at": "2026-07-15T09:35:35Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.15-Beta.1-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_cdb5dda379caf17b4128a715",
        "version": "obs_84ed1b5a08f7958e6ad7b630",
        "last_release_at": "obs_272593b7bf32d30864e105a4",
        "last_release_url": "obs_6b1508a1351ab21ba93e627e",
        "pushed_at": "obs_18c605fec141e7e51486768b",
        "archived": "obs_10b3699a794321908e5df27c",
        "default_branch": "obs_ae37dfc2476819a9cfc6f793",
        "default_branch_updated_at": "obs_e587ce575a3f4e92dacc83ae",
        "maintenance_status": "obs_251e4bff7488845291c0342c",
        "momentum": "obs_254bb8c0acc91c840e835c23",
        "repository_topics": "obs_fa6d4f746282ca4106d42620",
        "integrations": "obs_4a58fb6648424638fef4b0dd",
        "integration_fingerprint": "obs_140f7c7d738dfb53b64a02ce",
        "deployment_models": "obs_0d245268f477b8eb93010e84",
        "extensibility": "obs_432ac4d57ce1949bacaebea6"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 2913,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.15-Beta.1-tauri",
      "last_release_at": "2026-07-15T09:35:35Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.15-Beta.1-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_970cff75a182f29ecd93305a",
        "version": "obs_79de99cd7dfe647aa7466aaa",
        "last_release_at": "obs_f9b6bf3af7aa70bbad61c50d",
        "last_release_url": "obs_b50146b5414f40554712edd5",
        "pushed_at": "obs_ae6ee44dd6cc215861b67cb5",
        "archived": "obs_ec6ead8eb5cd1dc025bbe94e",
        "default_branch": "obs_f4622653b878f62186aac9e1",
        "default_branch_updated_at": "obs_895a7578009bf063ef6ba055",
        "maintenance_status": "obs_c51ced982daecde7d856eea0",
        "momentum": "obs_0e6f154f493919412b3462dc",
        "repository_topics": "obs_291553e9a87d1a55eb85060c",
        "integrations": "obs_b85bd802fb68147b2eabbe95",
        "integration_fingerprint": "obs_de34dcdf54434b577d9f9cd8",
        "deployment_models": "obs_6617a9d47b0545583157f765",
        "extensibility": "obs_96b08be74c53dc5e5bb2a5ae"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 2919,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.15-Beta.1-tauri",
      "last_release_at": "2026-07-15T09:35:35Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.15-Beta.1-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_d8291b0e18503df63dce7626",
        "version": "obs_1da9d9eb00b7d03ad81e5ffb",
        "last_release_at": "obs_66f1eb654f5b984800dbe366",
        "last_release_url": "obs_0638cd5354475a39ee404d4f",
        "pushed_at": "obs_8c9420c269e0b0d1aeeab133",
        "archived": "obs_cad1b42eb1c5aeefdab67e1c",
        "default_branch": "obs_c175cb465761624a1ef2942e",
        "default_branch_updated_at": "obs_ce05d013db3823929ee12c1f",
        "maintenance_status": "obs_a649c6d5722aa35aac87ce00",
        "momentum": "obs_a75a92804627aee4b540a69a",
        "repository_topics": "obs_8f216b6a8f68861e26011e3e",
        "integrations": "obs_5375139b73e06793f5027ed9",
        "integration_fingerprint": "obs_a6aabe748fc0854003ca04b3",
        "deployment_models": "obs_81b05fc777a9aa2653647a4a",
        "extensibility": "obs_7aef395ecb282081c1d819bb"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 2935,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.15-Beta.4-tauri",
      "last_release_at": "2026-08-03T08:31:42Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.15-Beta.4-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_f20265f17f7965becf442d8e",
        "version": "obs_043b8ec823604f341b12c128",
        "last_release_at": "obs_5048add45a2b45ce5769e8cf",
        "last_release_url": "obs_24aac643ceacf84715fafde0",
        "pushed_at": "obs_015592d88cea1190e7a38eb3",
        "archived": "obs_2c818f2fc6506bc47dd8d016",
        "default_branch": "obs_7d864dfa8a8e37d54eb465c0",
        "default_branch_updated_at": "obs_8fe876d1cb639d9c66363d14",
        "maintenance_status": "obs_53269e2fa29456acff1b6e9b",
        "momentum": "obs_6c0df8421de8e807f8cafe41",
        "repository_topics": "obs_fbfead51c1adee0391d0e60e",
        "integrations": "obs_d63202fa3e15210da6f88cb4",
        "integration_fingerprint": "obs_322de46c772d32213bdf45b5",
        "deployment_models": "obs_5b795b5fe6c0b669d0445731",
        "extensibility": "obs_a76d2be3354858c89d0205b6"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 2935,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.15-Beta.4-tauri",
      "last_release_at": "2026-08-03T08:31:42Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.15-Beta.4-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_f20265f17f7965becf442d8e",
        "version": "obs_043b8ec823604f341b12c128",
        "last_release_at": "obs_5048add45a2b45ce5769e8cf",
        "last_release_url": "obs_24aac643ceacf84715fafde0",
        "pushed_at": "obs_015592d88cea1190e7a38eb3",
        "archived": "obs_2c818f2fc6506bc47dd8d016",
        "default_branch": "obs_7d864dfa8a8e37d54eb465c0",
        "default_branch_updated_at": "obs_8fe876d1cb639d9c66363d14",
        "maintenance_status": "obs_53269e2fa29456acff1b6e9b",
        "momentum": "obs_6c0df8421de8e807f8cafe41",
        "repository_topics": "obs_fbfead51c1adee0391d0e60e",
        "integrations": "obs_d63202fa3e15210da6f88cb4",
        "integration_fingerprint": "obs_322de46c772d32213bdf45b5",
        "deployment_models": "obs_5b795b5fe6c0b669d0445731",
        "extensibility": "obs_a76d2be3354858c89d0205b6"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 2935,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.15-Beta.4-tauri",
      "last_release_at": "2026-08-03T08:31:42Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.15-Beta.4-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_f20265f17f7965becf442d8e",
        "version": "obs_043b8ec823604f341b12c128",
        "last_release_at": "obs_5048add45a2b45ce5769e8cf",
        "last_release_url": "obs_24aac643ceacf84715fafde0",
        "pushed_at": "obs_015592d88cea1190e7a38eb3",
        "archived": "obs_2c818f2fc6506bc47dd8d016",
        "default_branch": "obs_7d864dfa8a8e37d54eb465c0",
        "default_branch_updated_at": "obs_8fe876d1cb639d9c66363d14",
        "maintenance_status": "obs_53269e2fa29456acff1b6e9b",
        "momentum": "obs_6c0df8421de8e807f8cafe41",
        "repository_topics": "obs_fbfead51c1adee0391d0e60e",
        "integrations": "obs_d63202fa3e15210da6f88cb4",
        "integration_fingerprint": "obs_322de46c772d32213bdf45b5",
        "deployment_models": "obs_5b795b5fe6c0b669d0445731",
        "extensibility": "obs_a76d2be3354858c89d0205b6"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 2982,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.16-tauri",
      "last_release_at": "2026-08-05T07:57:34Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.16-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_1281e7db572e2c96c36c172c",
        "version": "obs_062c038a1ab91b6ee8f4fbcf",
        "last_release_at": "obs_3f59b3794e9e2832e2d3689b",
        "last_release_url": "obs_11f825b7443b43d9252d2cf8",
        "pushed_at": "obs_53eb30132ca3a548c3ebc790",
        "archived": "obs_967e06f3b66aab169851b46c",
        "default_branch": "obs_bd32eae6955fdf499a17c77e",
        "default_branch_updated_at": "obs_fa82e55e006f236a890528e1",
        "maintenance_status": "obs_5ef25fdb2e15ad359dd19fe6",
        "momentum": "obs_c578eebe548f51e371a11c58",
        "repository_topics": "obs_21194ef4cfdcf014f9f9cf7e",
        "integrations": "obs_b74931cbe47aeb7690fe27b4",
        "integration_fingerprint": "obs_572a2fb62c9e0c307e04c4af",
        "deployment_models": "obs_edabdf9db83587d4fa6ded42",
        "extensibility": "obs_0d4ba1beb2743c8187d413f1"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 2990,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.16-tauri",
      "last_release_at": "2026-08-05T07:57:34Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.16-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_04fd49baea6d3110f03ad9a1",
        "version": "obs_66f77a970f2fb9290458a2a1",
        "last_release_at": "obs_56526eb9e905a2323973f024",
        "last_release_url": "obs_2ce12be70623f8ba7a929d52",
        "pushed_at": "obs_194606c59e90a24ef1592878",
        "archived": "obs_d521fa5fdcd2bb1b3cec54bd",
        "default_branch": "obs_3a5cc6d88915f3e1ff090f38",
        "default_branch_updated_at": "obs_e865269f15463b49f363a79b",
        "maintenance_status": "obs_d0c2864c068c61e049a10059",
        "momentum": "obs_76f04e7a56a3e1b8a8290346",
        "repository_topics": "obs_5828a974f3a8c34b94a8793e",
        "integrations": "obs_6e9b64307acbdbf4916c2d69",
        "integration_fingerprint": "obs_e9245a5439574e0531dac01e",
        "deployment_models": "obs_07e8d0cf67a50667b1cac61f",
        "extensibility": "obs_56847e6d77e60dc2c694b7cd"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 2999,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.16-tauri",
      "last_release_at": "2026-08-05T07:57:34Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.16-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_258bdd0c4ba6262a299ae698",
        "version": "obs_9f4fcef0e8ff75dcaec1d251",
        "last_release_at": "obs_0bd4c159714e5d58a3e516d2",
        "last_release_url": "obs_c58ba80f5f1ed0fa20b9b984",
        "pushed_at": "obs_828d0bdff57956ea539ce68a",
        "archived": "obs_3df504f9aba73ee2e2ae8f69",
        "default_branch": "obs_d924388496c0077c01820212",
        "default_branch_updated_at": "obs_5d3a88c6a457df9e7f2f9ca9",
        "maintenance_status": "obs_52dc370e7cf2cca599fbaa2b",
        "momentum": "obs_72d082bb13495220635d2295",
        "repository_topics": "obs_b88b4bc6b44008f304167c57",
        "integrations": "obs_4058af706cbbc7f69ae9bfa0",
        "integration_fingerprint": "obs_ae90457467f29ef30a90c733",
        "deployment_models": "obs_5e67dcf088659516dda02b75",
        "extensibility": "obs_28be8c09e83cfdb5a8c51ce8"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 3007,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.16-tauri",
      "last_release_at": "2026-08-05T07:57:34Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.16-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_28377e40905ddedb519ae774",
        "version": "obs_44064dabc2ac94abb84fa895",
        "last_release_at": "obs_7eb368f1fe4e00ed15c3600d",
        "last_release_url": "obs_1ad6031ad2f32c97880553ef",
        "pushed_at": "obs_567ef1649849137daa8dd642",
        "archived": "obs_963986ef877e4edfb63dab13",
        "default_branch": "obs_a9f00b8aa0ca2187ae814e0b",
        "default_branch_updated_at": "obs_db3271c9c42a4fcb63907e49",
        "maintenance_status": "obs_0f37def5cd3294a6e147ace6",
        "momentum": "obs_e2134740c76ae16eaa1575ed",
        "repository_topics": "obs_eaf9783eab5c0bef7455079b",
        "integrations": "obs_c76b8faacc41bc607cd321e2",
        "integration_fingerprint": "obs_c6be033d736a0a14cf7d0e42",
        "deployment_models": "obs_853de4d8ff325eeea23e1882",
        "extensibility": "obs_039ea2dd4d009f0724ef102f"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 3012,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.16-tauri",
      "last_release_at": "2026-08-05T07:57:34Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.16-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_081469617e1eb8ae3d563e3f",
        "version": "obs_59f1a7d532ecd1f89c1da937",
        "last_release_at": "obs_cf11720c00bd492aa9d759c8",
        "last_release_url": "obs_6bf4f0c738eafd4fc368fbb5",
        "pushed_at": "obs_1bd3f9126d56c44adab3b873",
        "archived": "obs_a314edc8a69311dcf6274002",
        "default_branch": "obs_31fbd9bb6ec23a367aa18711",
        "default_branch_updated_at": "obs_d815bc6a3704d4fc6e5f6475",
        "maintenance_status": "obs_bdc6a6467a8ab33709389d8b",
        "momentum": "obs_28380485b1fd2cdd0ace791b",
        "repository_topics": "obs_ec566b4aa0e223932938f966",
        "integrations": "obs_95b0f858c66a1ee3096cb4a2",
        "integration_fingerprint": "obs_d5c582abb98e9f254a85062a",
        "deployment_models": "obs_8e66b3afe4ec15ceba3610e9",
        "extensibility": "obs_0b477de90434dd51e0ad9702"
      },
      "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:open-less/openless",
      "score": 7.7,
      "popularity": 72.0,
      "stars": 3020,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 7.0,
        "momentum": 8.0,
        "maturity": 7.1,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.8,
        "setup_ease": 8.8
      },
      "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": "v1.3.16-tauri",
      "last_release_at": "2026-08-05T07:57:34Z",
      "last_release_url": "https://github.com/Open-Less/openless/releases/tag/v1.3.16-tauri",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_c2297052bf6a7ae2dec59cfc",
        "version": "obs_a74d0ace855c18137141bbaa",
        "last_release_at": "obs_381a082f9e6c728be9807b8a",
        "last_release_url": "obs_89b580412bc03d47d70f6256",
        "pushed_at": "obs_b91e7f90e832e34ede9b861b",
        "archived": "obs_54b6170c1fb8caf3a4533f9f",
        "default_branch": "obs_e6c3890e425a78dd774fd0ad",
        "default_branch_updated_at": "obs_96331a87e8d02ce7394bcbcd",
        "maintenance_status": "obs_3018d1b3797e5241dfa6c43c",
        "momentum": "obs_dc602f8d077ff7c8ed197f5c",
        "repository_topics": "obs_4cdd03bee1a0ac22b0a9fdd9",
        "integrations": "obs_ee832e33989cd93a4e216426",
        "integration_fingerprint": "obs_3327d55b604d6695d65b2923",
        "deployment_models": "obs_f2662cd2a463807034d78870",
        "extensibility": "obs_4abf75c0c20b01b76075773a"
      },
      "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_55681545240bac95d150",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "stars_changed",
      "occurred_at": "2026-08-13T19:31:03.163686Z",
      "before": 3012,
      "after": 3020,
      "explanation": "Stars changed: 3012 → 3020.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    },
    {
      "id": "evt_7dc8e879532e8c48385c",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "stars_changed",
      "occurred_at": "2026-08-12T17:38:47.185822Z",
      "before": 3007,
      "after": 3012,
      "explanation": "Stars changed: 3007 → 3012.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    },
    {
      "id": "evt_efc3bb861f9619473ac4",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "stars_changed",
      "occurred_at": "2026-08-11T10:17:40.749121Z",
      "before": 2999,
      "after": 3007,
      "explanation": "Stars changed: 2999 → 3007.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    },
    {
      "id": "evt_b7225cecf920ae305b93",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "stars_changed",
      "occurred_at": "2026-08-10T10:18:02.453550Z",
      "before": 2990,
      "after": 2999,
      "explanation": "Stars changed: 2990 → 2999.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    },
    {
      "id": "evt_1ba6c8e2a886b8ad5381",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "stars_changed",
      "occurred_at": "2026-08-09T10:18:02.987681Z",
      "before": 2982,
      "after": 2990,
      "explanation": "Stars changed: 2982 → 2990.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    },
    {
      "id": "evt_5411c4dbb3df9616bb53",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "version_changed",
      "occurred_at": "2026-08-08T10:17:54.011012Z",
      "before": "v1.3.15-Beta.4-tauri",
      "after": "v1.3.16-tauri",
      "explanation": "Version changed: v1.3.15-Beta.4-tauri → v1.3.16-tauri.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    },
    {
      "id": "evt_17a211367005b2a97130",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "stars_changed",
      "occurred_at": "2026-08-08T10:17:54.011012Z",
      "before": 2935,
      "after": 2982,
      "explanation": "Stars changed: 2935 → 2982.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    },
    {
      "id": "evt_f5239f6bc73b11439991",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "version_changed",
      "occurred_at": "2026-08-03T10:18:05.351909Z",
      "before": "v1.3.15-Beta.1-tauri",
      "after": "v1.3.15-Beta.4-tauri",
      "explanation": "Version changed: v1.3.15-Beta.1-tauri → v1.3.15-Beta.4-tauri.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    },
    {
      "id": "evt_da14cf6b93e21e36ed63",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "stars_changed",
      "occurred_at": "2026-08-03T10:18:05.351909Z",
      "before": 2919,
      "after": 2935,
      "explanation": "Stars changed: 2919 → 2935.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    },
    {
      "id": "evt_e7841b67b470008ab199",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "stars_changed",
      "occurred_at": "2026-08-02T10:17:50.427312Z",
      "before": 2913,
      "after": 2919,
      "explanation": "Stars changed: 2913 → 2919.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    },
    {
      "id": "evt_25293641e4a1ae2437ab",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "stars_changed",
      "occurred_at": "2026-08-01T10:17:36.135498Z",
      "before": 2911,
      "after": 2913,
      "explanation": "Source-observed stars changed: 2911 → 2913. 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_970cff75a182f29ecd93305a",
        "after_observed_at": "2026-08-01T10:17:36.135498Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_fd40ca6ea691abe5a1bc160a",
        "before_observed_at": "2026-08-01T00:55:12.768643Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/Open-Less/openless",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    },
    {
      "id": "evt_071874e0d716c4e2fdaf",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "stars_changed",
      "occurred_at": "2026-07-29T10:17:05.832710Z",
      "before": 2884,
      "after": 2893,
      "explanation": "Stars changed: 2884 → 2893.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    },
    {
      "id": "evt_617a1b17614f49f6ee92",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "stars_changed",
      "occurred_at": "2026-07-28T10:17:34.274766Z",
      "before": 2883,
      "after": 2884,
      "explanation": "Source-observed stars changed: 2883 → 2884. 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_82eb1c9247c34d0af44960a6",
        "after_observed_at": "2026-07-28T10:17:34.274766Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_ee81870839c2fc84afb30507",
        "before_observed_at": "2026-07-28T07:11:06.213377Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/Open-Less/openless",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    },
    {
      "id": "evt_52ac701a56e513b09ffd",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "stars_changed",
      "occurred_at": "2026-07-28T07:11:06.213377Z",
      "before": 2779,
      "after": 2883,
      "explanation": "Stars changed: 2779 → 2883.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": true
    },
    {
      "id": "evt_40d98c30e29560658f90",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T12:02:57.061641Z",
      "before": 2778,
      "after": 2779,
      "explanation": "Source-observed stars changed: 2778 → 2779. 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_623091090c34dd23df4dd230",
        "after_observed_at": "2026-07-17T12:02:57.061641Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_102f349a4b8c678cd21b5699",
        "before_observed_at": "2026-07-17T10:40:43.045032Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/Open-Less/openless",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    },
    {
      "id": "evt_b8c812e4b3b160b26ed2",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T10:30:13.622907Z",
      "before": 2777,
      "after": 2778,
      "explanation": "Source-observed stars changed: 2777 → 2778. 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_c2546adb454271284c7c9999",
        "after_observed_at": "2026-07-17T10:30:13.622907Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_aba0dd7be0e2968f753cab3e",
        "before_observed_at": "2026-07-17T10:17:28.381918Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/Open-Less/openless",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    },
    {
      "id": "evt_50f4178272e3052a3b75",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T10:17:28.381918Z",
      "before": 2776,
      "after": 2777,
      "explanation": "Source-observed stars changed: 2776 → 2777. 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_aba0dd7be0e2968f753cab3e",
        "after_observed_at": "2026-07-17T10:17:28.381918Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_845ae1a9ca726934f3f5fb54",
        "before_observed_at": "2026-07-17T09:45:55.725732Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/Open-Less/openless",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    },
    {
      "id": "evt_879e571233331be67c35",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "version_changed",
      "occurred_at": "2026-07-17T09:45:55.725732Z",
      "before": "v1.3.14-Beta.3-tauri",
      "after": "v1.3.15-Beta.1-tauri",
      "explanation": "Version changed: v1.3.14-Beta.3-tauri → v1.3.15-Beta.1-tauri.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    },
    {
      "id": "evt_55068323b0187c0287e8",
      "entity_id": "gh:open-less/openless",
      "item_url": "/item/open-less-openless/",
      "title": "Open-Less/openless",
      "category": "creative_tool",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T09:45:55.725732Z",
      "before": 2735,
      "after": 2776,
      "explanation": "Stars changed: 2735 → 2776.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Silver",
      "risk": "none",
      "verdict": "try_now",
      "score": 7.7,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "AI Productivity Tools",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "creative_tool",
      "discovery_topic_status": "reviewed",
      "setup_ease": 8.8,
      "best_for": [
        "engineers and writers who think faster than they type and want AI to clean up rough dictation in their editor",
        "non-native English speakers who want LLM-driven grammar cleanup during spoken input"
      ],
      "risk_categories": [],
      "search_text": "open-less/openless open-less open_source creative_tool creative_tool silver none try_now engineers and writers who think faster than they type and want ai to clean up rough dictation in their editor non-native english speakers who want llm-driven grammar cleanup during spoken input",
      "material_mover": false
    }
  ]
}
