{
  "schema_version": "1.0.0",
  "verification_stage_contract": "bounded-workflow-v2",
  "generated_at": "2026-08-14T00:34:39Z",
  "build_id": "rr-20260814T003439Z-a904d0c58140",
  "entity_id": "gh:uudam42/agent-memory-engine",
  "points": [
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-28",
      "source_build_id": "git-dda8a1bc99bd"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-29",
      "source_build_id": "git-adcee0316afe"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-30",
      "source_build_id": "git-e3be25ca9846"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-01",
      "source_build_id": "git-619da8b9e717"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-02",
      "source_build_id": "git-33d9407acf55"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-04",
      "source_build_id": "git-efac775793ac"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-06",
      "source_build_id": "git-24d907c97f57"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-07",
      "source_build_id": "git-02331cc2fd92"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-08",
      "source_build_id": "git-f7e87b713b8f"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-09",
      "source_build_id": "git-e0e4145f09c6"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-10",
      "source_build_id": "git-fa192ed28ad2"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-11",
      "source_build_id": "git-85ab7fbca744"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-12",
      "source_build_id": "git-c7c4bf2ba980"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-13",
      "source_build_id": "git-a57439d942f9"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 122,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-13T12:11:00.324497Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v1",
      "observation_refs": {
        "stars": "obs_6a781c1e9026fa16ef73f8a3",
        "version": "obs_c274e4d1cabefe92e35b40a4",
        "last_release_at": "obs_803fed99473e6c144d89d510",
        "last_release_url": "obs_be964f993bcca0f32297e432",
        "pushed_at": "obs_4f05ac05baa860a4aed2dc81",
        "archived": "obs_fe06b03dec19bacaff05e1d6",
        "default_branch": "obs_235d87b783c5edcbdd6e2143",
        "default_branch_updated_at": "obs_e31d38c0ab1d6392af161381",
        "maintenance_status": "obs_13c73a6b5d84420807b406cd",
        "momentum": "obs_5c14935c25dd0a467af0629d"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 122,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_329a9c97ce004f8781a6960d",
        "version": "obs_5bf430fdfb1ffee728b5c62c",
        "last_release_at": "obs_617eda8d90947b7b92cf1074",
        "last_release_url": "obs_8fa9e3a9c8b8142134eb2724",
        "pushed_at": "obs_d44010af9f56df2ce70ffdc6",
        "archived": "obs_de1f6fe821954edfbc70dea7",
        "default_branch": "obs_59a1efd48916b5bc555797dd",
        "default_branch_updated_at": "obs_594e5817ee45fc096be80a50",
        "maintenance_status": "obs_abedca6ab81e8eff4f10e338",
        "momentum": "obs_b39694d098d00f3c13a7d2ec",
        "repository_topics": "obs_809c964d1351b5c5b6a57262",
        "integrations": "obs_d5a4888de728fd3c1cacf4c0",
        "integration_fingerprint": "obs_0e7e3d149edf59bcb6fe77b2",
        "deployment_models": "obs_7594f485b92f5da189ed7293",
        "extensibility": "obs_f59b2794b7fbfa3ea01f46f5"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 122,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_329a9c97ce004f8781a6960d",
        "version": "obs_5bf430fdfb1ffee728b5c62c",
        "last_release_at": "obs_617eda8d90947b7b92cf1074",
        "last_release_url": "obs_8fa9e3a9c8b8142134eb2724",
        "pushed_at": "obs_d44010af9f56df2ce70ffdc6",
        "archived": "obs_de1f6fe821954edfbc70dea7",
        "default_branch": "obs_59a1efd48916b5bc555797dd",
        "default_branch_updated_at": "obs_594e5817ee45fc096be80a50",
        "maintenance_status": "obs_abedca6ab81e8eff4f10e338",
        "momentum": "obs_b39694d098d00f3c13a7d2ec",
        "repository_topics": "obs_809c964d1351b5c5b6a57262",
        "integrations": "obs_d5a4888de728fd3c1cacf4c0",
        "integration_fingerprint": "obs_0e7e3d149edf59bcb6fe77b2",
        "deployment_models": "obs_7594f485b92f5da189ed7293",
        "extensibility": "obs_f59b2794b7fbfa3ea01f46f5"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 122,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_329a9c97ce004f8781a6960d",
        "version": "obs_5bf430fdfb1ffee728b5c62c",
        "last_release_at": "obs_617eda8d90947b7b92cf1074",
        "last_release_url": "obs_8fa9e3a9c8b8142134eb2724",
        "pushed_at": "obs_d44010af9f56df2ce70ffdc6",
        "archived": "obs_de1f6fe821954edfbc70dea7",
        "default_branch": "obs_59a1efd48916b5bc555797dd",
        "default_branch_updated_at": "obs_594e5817ee45fc096be80a50",
        "maintenance_status": "obs_abedca6ab81e8eff4f10e338",
        "momentum": "obs_b39694d098d00f3c13a7d2ec",
        "repository_topics": "obs_809c964d1351b5c5b6a57262",
        "integrations": "obs_d5a4888de728fd3c1cacf4c0",
        "integration_fingerprint": "obs_0e7e3d149edf59bcb6fe77b2",
        "deployment_models": "obs_7594f485b92f5da189ed7293",
        "extensibility": "obs_f59b2794b7fbfa3ea01f46f5"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 122,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_329a9c97ce004f8781a6960d",
        "version": "obs_5bf430fdfb1ffee728b5c62c",
        "last_release_at": "obs_617eda8d90947b7b92cf1074",
        "last_release_url": "obs_8fa9e3a9c8b8142134eb2724",
        "pushed_at": "obs_d44010af9f56df2ce70ffdc6",
        "archived": "obs_de1f6fe821954edfbc70dea7",
        "default_branch": "obs_59a1efd48916b5bc555797dd",
        "default_branch_updated_at": "obs_594e5817ee45fc096be80a50",
        "maintenance_status": "obs_abedca6ab81e8eff4f10e338",
        "momentum": "obs_b39694d098d00f3c13a7d2ec",
        "repository_topics": "obs_809c964d1351b5c5b6a57262",
        "integrations": "obs_d5a4888de728fd3c1cacf4c0",
        "integration_fingerprint": "obs_0e7e3d149edf59bcb6fe77b2",
        "deployment_models": "obs_7594f485b92f5da189ed7293",
        "extensibility": "obs_f59b2794b7fbfa3ea01f46f5"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 122,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_329a9c97ce004f8781a6960d",
        "version": "obs_5bf430fdfb1ffee728b5c62c",
        "last_release_at": "obs_617eda8d90947b7b92cf1074",
        "last_release_url": "obs_8fa9e3a9c8b8142134eb2724",
        "pushed_at": "obs_d44010af9f56df2ce70ffdc6",
        "archived": "obs_de1f6fe821954edfbc70dea7",
        "default_branch": "obs_59a1efd48916b5bc555797dd",
        "default_branch_updated_at": "obs_594e5817ee45fc096be80a50",
        "maintenance_status": "obs_abedca6ab81e8eff4f10e338",
        "momentum": "obs_b39694d098d00f3c13a7d2ec",
        "repository_topics": "obs_809c964d1351b5c5b6a57262",
        "integrations": "obs_d5a4888de728fd3c1cacf4c0",
        "integration_fingerprint": "obs_0e7e3d149edf59bcb6fe77b2",
        "deployment_models": "obs_7594f485b92f5da189ed7293",
        "extensibility": "obs_f59b2794b7fbfa3ea01f46f5"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 123,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_ed8753f7ab514597a372a980",
        "version": "obs_c89579f8174f4d1249bd0145",
        "last_release_at": "obs_79efd5d4dddfc2e9188174bc",
        "last_release_url": "obs_ffc0111bc667bc42286e6c52",
        "pushed_at": "obs_57e39e679aec2df3b6837b4e",
        "archived": "obs_1db91c8db95c43fef16c104c",
        "default_branch": "obs_e38b8a962068e90a2179f997",
        "default_branch_updated_at": "obs_c988c6c0eed918047e088701",
        "maintenance_status": "obs_32a54fce52f2b24c0951a069",
        "momentum": "obs_af1bc3a9cef265f85c36dfcc",
        "repository_topics": "obs_1fc9f23f30162e7a7cda6019",
        "integrations": "obs_0d9589f58d84290ab6a58adc",
        "integration_fingerprint": "obs_fcc83934206b14536af49a1d",
        "deployment_models": "obs_164d925401592d6e9dcceb73",
        "extensibility": "obs_ce44514ec50ccf74206b2a3f"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 123,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_8c0c714c3589864911b87698",
        "version": "obs_26069f9493fa7963206084f0",
        "last_release_at": "obs_70a0c8893e24177a728bcd62",
        "last_release_url": "obs_f74595a3ed21fbc0c1c8bae5",
        "pushed_at": "obs_d76bd9a14635a717d1ccef52",
        "archived": "obs_dddfed5bd5fdba75b0a1aaf1",
        "default_branch": "obs_81f26b8a5b46b99aca56435c",
        "default_branch_updated_at": "obs_5e77b5b1cb00774db4861bbe",
        "maintenance_status": "obs_42311eaacd3ecfa0f24fce85",
        "momentum": "obs_66aa6ab23414a6582664fffd",
        "repository_topics": "obs_1faeeb5f091ae3454175e8ce",
        "integrations": "obs_be645e56e8f34d7bfa536a08",
        "integration_fingerprint": "obs_c9f8eef42b9f89f28cef9505",
        "deployment_models": "obs_13d3a604b41a5da9acefc8e5",
        "extensibility": "obs_e25595639f88ec1d23689894"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-30",
      "source_build_id": "git-d6c6d356a593"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-31",
      "source_build_id": "git-1f6ab3b153e2"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 123,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_d68fcf8e59784a37584f719b",
        "version": "obs_a82b13223068ecbd52b09ccd",
        "last_release_at": "obs_1366d8e7503e0dc160e580b7",
        "last_release_url": "obs_c3fa1982ecc0253ca40ba669",
        "pushed_at": "obs_3b82eecfce94361158892c58",
        "archived": "obs_19190b9852a9b9b2ca02c0b3",
        "default_branch": "obs_de00ea99ac33a57e5003de81",
        "default_branch_updated_at": "obs_d331a25a8da15585e9b84677",
        "maintenance_status": "obs_36760ecf1fec654bb3702380",
        "momentum": "obs_c75160eaaf8b5bc7be845ed3",
        "repository_topics": "obs_fc22644505bea2782cc54a3c",
        "integrations": "obs_bb9fffe2952d476eeb36589b",
        "integration_fingerprint": "obs_de45c9b4574790f79bf8c2fb",
        "deployment_models": "obs_52f514d84f3aa98b18620d68",
        "extensibility": "obs_57039805c3bc52101495dae9"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 123,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_080651489e7f5d59af0bb2e2",
        "version": "obs_fcb9e92a694377b58b4ebfc1",
        "last_release_at": "obs_197d4377b479da86fe621f75",
        "last_release_url": "obs_a3ce528404e859a07d46ce93",
        "pushed_at": "obs_12395b2e9412055b122f1f5e",
        "archived": "obs_1bf466da9b9f324c9ca3bebf",
        "default_branch": "obs_751b9a23fcdb1232a97926ed",
        "default_branch_updated_at": "obs_fd36cf6e4877a7ba6adc33aa",
        "maintenance_status": "obs_1b50789ae58b98e8f72eed4c",
        "momentum": "obs_5cf25ef6664cb9042191c926",
        "repository_topics": "obs_85edb7130cd988a746aa3f18",
        "integrations": "obs_6b193e299bd0744ddd166ab2",
        "integration_fingerprint": "obs_48c0959ac15a8a126c71d8a5",
        "deployment_models": "obs_90b4d3ff2b3b7e8c1f1ddb2d",
        "extensibility": "obs_5b083f03608624d0ee99f8f8"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 123,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_af62c6d5be3ef413dfe69f01",
        "version": "obs_5594f166d1979fcfe62e57c3",
        "last_release_at": "obs_4fd378a3831bf9d178a0f316",
        "last_release_url": "obs_ca632e915c34658df2a04619",
        "pushed_at": "obs_044f42709129448f11a9e16b",
        "archived": "obs_fb033c41367c7ad5ca867054",
        "default_branch": "obs_aeb063b2f8f718583a2a7568",
        "default_branch_updated_at": "obs_cbc22865724d6e8dceb3e66b",
        "maintenance_status": "obs_37f3e770dd79b767ac18a848",
        "momentum": "obs_d9da61340c02e1cf69722fcb",
        "repository_topics": "obs_e725ffc99fecb5f8e9cbb3da",
        "integrations": "obs_20a319da22c6ab8109c98fde",
        "integration_fingerprint": "obs_5fd8f000e28f7e5febddeef5",
        "deployment_models": "obs_5a46dccc9a63aceaf0f929d8",
        "extensibility": "obs_a73e05cab586bd9d6742e70a"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 123,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_af62c6d5be3ef413dfe69f01",
        "version": "obs_5594f166d1979fcfe62e57c3",
        "last_release_at": "obs_4fd378a3831bf9d178a0f316",
        "last_release_url": "obs_ca632e915c34658df2a04619",
        "pushed_at": "obs_044f42709129448f11a9e16b",
        "archived": "obs_fb033c41367c7ad5ca867054",
        "default_branch": "obs_aeb063b2f8f718583a2a7568",
        "default_branch_updated_at": "obs_cbc22865724d6e8dceb3e66b",
        "maintenance_status": "obs_37f3e770dd79b767ac18a848",
        "momentum": "obs_d9da61340c02e1cf69722fcb",
        "repository_topics": "obs_e725ffc99fecb5f8e9cbb3da",
        "integrations": "obs_20a319da22c6ab8109c98fde",
        "integration_fingerprint": "obs_5fd8f000e28f7e5febddeef5",
        "deployment_models": "obs_5a46dccc9a63aceaf0f929d8",
        "extensibility": "obs_a73e05cab586bd9d6742e70a"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-08-05",
      "source_build_id": "git-e1dfd91c94e6"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": null,
      "momentum": 5.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-08-06",
      "source_build_id": "git-0d13b053d175"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 123,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_af62c6d5be3ef413dfe69f01",
        "version": "obs_5594f166d1979fcfe62e57c3",
        "last_release_at": "obs_4fd378a3831bf9d178a0f316",
        "last_release_url": "obs_ca632e915c34658df2a04619",
        "pushed_at": "obs_044f42709129448f11a9e16b",
        "archived": "obs_fb033c41367c7ad5ca867054",
        "default_branch": "obs_aeb063b2f8f718583a2a7568",
        "default_branch_updated_at": "obs_cbc22865724d6e8dceb3e66b",
        "maintenance_status": "obs_37f3e770dd79b767ac18a848",
        "momentum": "obs_d9da61340c02e1cf69722fcb",
        "repository_topics": "obs_e725ffc99fecb5f8e9cbb3da",
        "integrations": "obs_20a319da22c6ab8109c98fde",
        "integration_fingerprint": "obs_5fd8f000e28f7e5febddeef5",
        "deployment_models": "obs_5a46dccc9a63aceaf0f929d8",
        "extensibility": "obs_a73e05cab586bd9d6742e70a"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 123,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_5a67879c02ea6917a0a962ae",
        "version": "obs_d290bbe6de66479298dac742",
        "last_release_at": "obs_eaeb6105ed0a679f13391a78",
        "last_release_url": "obs_07f0427464cda0e8bd01dc68",
        "pushed_at": "obs_f701d55cbd553ff361c86a3f",
        "archived": "obs_38e7c024730a2f7acbc8378e",
        "default_branch": "obs_469b30c6682e0ca9cc208d59",
        "default_branch_updated_at": "obs_3d1a249986ccd8a7086fecde",
        "maintenance_status": "obs_74685e685c20e38ac00c80b3",
        "momentum": "obs_2376eb28ab69221f1cc3b30d",
        "repository_topics": "obs_421ae0a4f464fdd05f18b78e",
        "integrations": "obs_7e327487582e2a312804e354",
        "integration_fingerprint": "obs_a334ed00b0de3df20b4a4a80",
        "deployment_models": "obs_530821e7b2023be781afcdb5",
        "extensibility": "obs_fff7eabcd3f58a8c2987911c"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 123,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_570976007bf53cd5e1bd5b4b",
        "version": "obs_814fdd4cb9381218006df9bc",
        "last_release_at": "obs_bb0746f8bb740aec3f0f9775",
        "last_release_url": "obs_4538772a3565ae98ce3e580b",
        "pushed_at": "obs_155af861418d3c8943081dd9",
        "archived": "obs_05135bd47cbec88c75864d0d",
        "default_branch": "obs_e8af1bff5aa1236af3c275c1",
        "default_branch_updated_at": "obs_1b00663018b884b9b7a9a7db",
        "maintenance_status": "obs_150c1a616c2fa13c351fd836",
        "momentum": "obs_8f4f7e962db0444d8baa5d32",
        "repository_topics": "obs_13aefb6f492c8741a776f613",
        "integrations": "obs_97899e0b0c9345eebd25ee33",
        "integration_fingerprint": "obs_b3691b6a9a1c33d55ced165f",
        "deployment_models": "obs_8e8b8d81baf106790ec6a1f0",
        "extensibility": "obs_47c86fcb0ce9e773815ece7f"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 123,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_0941832ac35d21aa5e0e8986",
        "version": "obs_d28b77477d2367e809773190",
        "last_release_at": "obs_7cca7e9ef0de67a1314576c5",
        "last_release_url": "obs_3c817c468acc010e5490d73a",
        "pushed_at": "obs_4c96859ed7e026dd6ef7d1cf",
        "archived": "obs_82e2651d92e05b69e4a916c2",
        "default_branch": "obs_2fe57c464fceca9035f1b05d",
        "default_branch_updated_at": "obs_f816257aac1d20919b7765a3",
        "maintenance_status": "obs_a1fd71b2ec0f3fd1bcff8c53",
        "momentum": "obs_b84f27d98332aa9a83eb83dc",
        "repository_topics": "obs_1497d44509ca2d43e52c3585",
        "integrations": "obs_3d0ecb1062d0ed32ee5e9938",
        "integration_fingerprint": "obs_6883dd82db5c67bb29012d90",
        "deployment_models": "obs_f6dad0281d9e94bf721927fa",
        "extensibility": "obs_1ffbbe80dfdc3977e97691af"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 123,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_7c96c5e8c28d3f88e29dfd69",
        "version": "obs_03d0d247a333710812e4a90c",
        "last_release_at": "obs_7f656bbd568f7d27b2f14fef",
        "last_release_url": "obs_fb18fea745321ab34f9206b5",
        "pushed_at": "obs_d9659761af2e09644a97b63a",
        "archived": "obs_3e71b50ce13bf567afa333a3",
        "default_branch": "obs_cb9c1b46885e6d58426f1420",
        "default_branch_updated_at": "obs_37a7e9cc11585e7071bc4922",
        "maintenance_status": "obs_7fc596c06f098212722a09a3",
        "momentum": "obs_3ca98702bf48d1c33c8a5dd2",
        "repository_topics": "obs_e8bcc4b8dada988cdfef4355",
        "integrations": "obs_754a6c1b00ad3ee9f1913ede",
        "integration_fingerprint": "obs_66f3c01c77d58501adacf7fe",
        "deployment_models": "obs_2550a1e433e47f189d211e93",
        "extensibility": "obs_df96d0f2d7b6c6b55c523fd3"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 123,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_d5356e8324bd22d7006c4514",
        "version": "obs_11ba874c2c3447fe412f92e2",
        "last_release_at": "obs_1f2d929490a0077858471ba2",
        "last_release_url": "obs_91105e579226aaff444e816a",
        "pushed_at": "obs_9fbf9f1e0254a69a14ca9b00",
        "archived": "obs_764fbff8418d984a812b08d7",
        "default_branch": "obs_aaf118122e073484ad01a76b",
        "default_branch_updated_at": "obs_47f2d7c21409d468fbfe18a4",
        "maintenance_status": "obs_3edd81d5638b068e369cca7a",
        "momentum": "obs_2cbaea2a6028a10a38a6f0cf",
        "repository_topics": "obs_21e35498f88cc824a099e46c",
        "integrations": "obs_b0ca1e5043133ad9501d5f4c",
        "integration_fingerprint": "obs_f7ce36b99c3e947041672fdc",
        "deployment_models": "obs_8531b7fae1ae3acfa4fef9db",
        "extensibility": "obs_096ada90a9cdfd7ee152b843"
      },
      "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:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 123,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_2e57ba530d768f42696b6246",
        "version": "obs_b74f786b361ebd2c082068f7",
        "last_release_at": "obs_4a1d8a9e36f1ee132ef046e6",
        "last_release_url": "obs_49d254d5debcf2fab04e8704",
        "pushed_at": "obs_bd9f082c89f9ca36c7bc5841",
        "archived": "obs_abcc39ee990485ed25eb091c",
        "default_branch": "obs_3be7a4845ba17b1fabeaa67e",
        "default_branch_updated_at": "obs_543b0e76b1ec22f93aa3b3bc",
        "maintenance_status": "obs_290486013e2e2f6ebe60bd55",
        "momentum": "obs_63cff54a378d65db729688d8",
        "repository_topics": "obs_e902f66a365947d6ce9a1dee",
        "integrations": "obs_f0df0212fd6fae0ac070ae98",
        "integration_fingerprint": "obs_85915012c0ae2f66d8c314f2",
        "deployment_models": "obs_849ddc88425833cec61a0f7e",
        "extensibility": "obs_e8609eba4d373e591c2d9647"
      },
      "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"
    },
    {
      "id": "gh:uudam42/agent-memory-engine",
      "score": 8.0,
      "popularity": 1.0,
      "stars": 123,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 5.0,
        "maturity": 6.3,
        "open_source_build_quality": 8.4,
        "evidence": 8.0,
        "commercial_workflow_potential": 9.5,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "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_2e57ba530d768f42696b6246",
        "version": "obs_b74f786b361ebd2c082068f7",
        "last_release_at": "obs_4a1d8a9e36f1ee132ef046e6",
        "last_release_url": "obs_49d254d5debcf2fab04e8704",
        "pushed_at": "obs_bd9f082c89f9ca36c7bc5841",
        "archived": "obs_abcc39ee990485ed25eb091c",
        "default_branch": "obs_3be7a4845ba17b1fabeaa67e",
        "default_branch_updated_at": "obs_543b0e76b1ec22f93aa3b3bc",
        "maintenance_status": "obs_290486013e2e2f6ebe60bd55",
        "momentum": "obs_63cff54a378d65db729688d8",
        "repository_topics": "obs_e902f66a365947d6ce9a1dee",
        "integrations": "obs_f0df0212fd6fae0ac070ae98",
        "integration_fingerprint": "obs_85915012c0ae2f66d8c314f2",
        "deployment_models": "obs_849ddc88425833cec61a0f7e",
        "extensibility": "obs_e8609eba4d373e591c2d9647"
      },
      "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": "2026-08-14",
      "source_build_id": "rr-20260814T003439Z-e0699c30c617"
    }
  ],
  "changes": [
    {
      "id": "evt_57cc317540105b119fa9",
      "entity_id": "gh:uudam42/agent-memory-engine",
      "item_url": "/item/uudam42-agent-memory-engine/",
      "title": "uudam42/agent-memory-engine",
      "category": "rag_knowledge",
      "kind": "stars_changed",
      "occurred_at": "2026-07-28T07:11:06.213377Z",
      "before": 122,
      "after": 123,
      "explanation": "Stars changed: 122 → 123.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "try_now",
      "score": 8.0,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Agent Memory",
      "section": "Developer Tools",
      "local_ai": true,
      "local_model_compatible": true,
      "discovery_topic": "rag_knowledge",
      "discovery_topic_status": "reviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Developers using Cursor, Claude Code, or another MCP-capable coding client",
        "Teams that want project constraints and prior incidents to survive across sessions"
      ],
      "risk_categories": [],
      "search_text": "uudam42/agent-memory-engine uudam42 open_source rag_knowledge rag_knowledge gold conditional try_now developers using cursor, claude code, or another mcp-capable coding client teams that want project constraints and prior incidents to survive across sessions",
      "material_mover": false
    }
  ]
}
