{
  "schema_version": "1.0.0",
  "verification_stage_contract": "bounded-workflow-v2",
  "generated_at": "2026-09-25T13:50:57.994663Z",
  "build_id": "rr-20260925T13505799466-6fd69c714fec",
  "entity_id": "gh:hanyuyuan6/remote-gpu-trainer",
  "points": [
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-19",
      "source_build_id": "git-081a54f8ee2f"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-20",
      "source_build_id": "git-db15d0944655"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-21",
      "source_build_id": "git-b5e9ccbdcc82"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-22",
      "source_build_id": "git-42b3a8a1b49f"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-23",
      "source_build_id": "git-34cc33171399"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-24",
      "source_build_id": "git-dd88e3f44878"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-25",
      "source_build_id": "git-17520e21684b"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-26",
      "source_build_id": "git-41f9c4678c11"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-27",
      "source_build_id": "git-f62e47b29839"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-28",
      "source_build_id": "git-dda8a1bc99bd"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-29",
      "source_build_id": "git-adcee0316afe"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-06-30",
      "source_build_id": "git-e3be25ca9846"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-01",
      "source_build_id": "git-619da8b9e717"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-02",
      "source_build_id": "git-33d9407acf55"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-04",
      "source_build_id": "git-efac775793ac"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-06",
      "source_build_id": "git-24d907c97f57"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-07",
      "source_build_id": "git-02331cc2fd92"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-08",
      "source_build_id": "git-f7e87b713b8f"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-09",
      "source_build_id": "git-e0e4145f09c6"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-10",
      "source_build_id": "git-fa192ed28ad2"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-11",
      "source_build_id": "git-85ab7fbca744"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-12",
      "source_build_id": "git-c7c4bf2ba980"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-13",
      "source_build_id": "git-a57439d942f9"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 59,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-13T12:11:00.324497Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v1",
      "observation_refs": {
        "stars": "obs_a4317d7a8d22476c839c5386",
        "version": "obs_789874a4c94ff6fb1ba9b55b",
        "last_release_at": "obs_57dc53161c110e52543bd2af",
        "last_release_url": "obs_659359c3545f55548170ea09",
        "pushed_at": "obs_f2afb8f54db1f8cd11d5014f",
        "archived": "obs_0d39caba1d0bf5e7cc4ebe07",
        "default_branch": "obs_faaaa9f79fdc1cadb31a979b",
        "default_branch_updated_at": "obs_4455b65c625f79360040aad4",
        "maintenance_status": "obs_318a354484eb6049fc0c0798",
        "momentum": "obs_16536960179cab879684574e"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 60,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "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_8ca2d2c0411a2304f36e6509",
        "version": "obs_3107b5f921f70c751f864412",
        "last_release_at": "obs_b66ab18df2258238ad0dc813",
        "last_release_url": "obs_563a560f571da6e8084633b5",
        "pushed_at": "obs_588415ed93b6d60cfe0041b4",
        "archived": "obs_146f458b9afdb86dd346a64b",
        "default_branch": "obs_cf45c60fa90767b3f2a9a82f",
        "default_branch_updated_at": "obs_d7022906859a1e3cd66265ff",
        "maintenance_status": "obs_60421bbdae098c3ab2cb698c",
        "momentum": "obs_9ad417279860002dc42f235f",
        "repository_topics": "obs_894c8c69ab90184029662d1a",
        "integrations": "obs_86e6d5ef89842cd6dc9116c0",
        "integration_fingerprint": "obs_101cf02bb20774cb507a2e5e",
        "deployment_models": "obs_9958b745adeaf5a18bbe7dbe",
        "extensibility": "obs_dede6bc96d69a1973b93ce2b"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 60,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "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_8ca2d2c0411a2304f36e6509",
        "version": "obs_3107b5f921f70c751f864412",
        "last_release_at": "obs_b66ab18df2258238ad0dc813",
        "last_release_url": "obs_563a560f571da6e8084633b5",
        "pushed_at": "obs_588415ed93b6d60cfe0041b4",
        "archived": "obs_146f458b9afdb86dd346a64b",
        "default_branch": "obs_cf45c60fa90767b3f2a9a82f",
        "default_branch_updated_at": "obs_d7022906859a1e3cd66265ff",
        "maintenance_status": "obs_60421bbdae098c3ab2cb698c",
        "momentum": "obs_9ad417279860002dc42f235f",
        "repository_topics": "obs_894c8c69ab90184029662d1a",
        "integrations": "obs_86e6d5ef89842cd6dc9116c0",
        "integration_fingerprint": "obs_101cf02bb20774cb507a2e5e",
        "deployment_models": "obs_9958b745adeaf5a18bbe7dbe",
        "extensibility": "obs_dede6bc96d69a1973b93ce2b"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 60,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "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_8ca2d2c0411a2304f36e6509",
        "version": "obs_3107b5f921f70c751f864412",
        "last_release_at": "obs_b66ab18df2258238ad0dc813",
        "last_release_url": "obs_563a560f571da6e8084633b5",
        "pushed_at": "obs_588415ed93b6d60cfe0041b4",
        "archived": "obs_146f458b9afdb86dd346a64b",
        "default_branch": "obs_cf45c60fa90767b3f2a9a82f",
        "default_branch_updated_at": "obs_d7022906859a1e3cd66265ff",
        "maintenance_status": "obs_60421bbdae098c3ab2cb698c",
        "momentum": "obs_9ad417279860002dc42f235f",
        "repository_topics": "obs_894c8c69ab90184029662d1a",
        "integrations": "obs_86e6d5ef89842cd6dc9116c0",
        "integration_fingerprint": "obs_101cf02bb20774cb507a2e5e",
        "deployment_models": "obs_9958b745adeaf5a18bbe7dbe",
        "extensibility": "obs_dede6bc96d69a1973b93ce2b"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 60,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "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_8ca2d2c0411a2304f36e6509",
        "version": "obs_3107b5f921f70c751f864412",
        "last_release_at": "obs_b66ab18df2258238ad0dc813",
        "last_release_url": "obs_563a560f571da6e8084633b5",
        "pushed_at": "obs_588415ed93b6d60cfe0041b4",
        "archived": "obs_146f458b9afdb86dd346a64b",
        "default_branch": "obs_cf45c60fa90767b3f2a9a82f",
        "default_branch_updated_at": "obs_d7022906859a1e3cd66265ff",
        "maintenance_status": "obs_60421bbdae098c3ab2cb698c",
        "momentum": "obs_9ad417279860002dc42f235f",
        "repository_topics": "obs_894c8c69ab90184029662d1a",
        "integrations": "obs_86e6d5ef89842cd6dc9116c0",
        "integration_fingerprint": "obs_101cf02bb20774cb507a2e5e",
        "deployment_models": "obs_9958b745adeaf5a18bbe7dbe",
        "extensibility": "obs_dede6bc96d69a1973b93ce2b"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 60,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "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_8ca2d2c0411a2304f36e6509",
        "version": "obs_3107b5f921f70c751f864412",
        "last_release_at": "obs_b66ab18df2258238ad0dc813",
        "last_release_url": "obs_563a560f571da6e8084633b5",
        "pushed_at": "obs_588415ed93b6d60cfe0041b4",
        "archived": "obs_146f458b9afdb86dd346a64b",
        "default_branch": "obs_cf45c60fa90767b3f2a9a82f",
        "default_branch_updated_at": "obs_d7022906859a1e3cd66265ff",
        "maintenance_status": "obs_60421bbdae098c3ab2cb698c",
        "momentum": "obs_9ad417279860002dc42f235f",
        "repository_topics": "obs_894c8c69ab90184029662d1a",
        "integrations": "obs_86e6d5ef89842cd6dc9116c0",
        "integration_fingerprint": "obs_101cf02bb20774cb507a2e5e",
        "deployment_models": "obs_9958b745adeaf5a18bbe7dbe",
        "extensibility": "obs_dede6bc96d69a1973b93ce2b"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "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_61fc02447ca1a5d1db60cc91",
        "version": "obs_ab176d22eae9de8287037cfa",
        "last_release_at": "obs_70820b649c2e429e9ca3b862",
        "last_release_url": "obs_2e1233d64404c1b772bd3a80",
        "pushed_at": "obs_3a2369d08e0348750b3b45e2",
        "archived": "obs_ee3b58b03c2d993c2bc0974b",
        "default_branch": "obs_685aa99775b7fe6221c64865",
        "default_branch_updated_at": "obs_0c44aca836fb8f69070aa644",
        "maintenance_status": "obs_61a6263f071edcc3f37030c5",
        "momentum": "obs_9cba48f8d07ce954ba17465a",
        "repository_topics": "obs_d0e07cb3072ec2f9ade0b68e",
        "integrations": "obs_bf091ce68fc2f29eab8fd168",
        "integration_fingerprint": "obs_1fe31dd65f61bb621792ad9c",
        "deployment_models": "obs_9a52090f4c26ed246f4865a7",
        "extensibility": "obs_0c963738d1bc89ffab5b4c71"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "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_148a226cfb50f976befa9ac5",
        "version": "obs_56a522afbe39a04271b2291e",
        "last_release_at": "obs_e1885e685fc5c6b31195f996",
        "last_release_url": "obs_74bebdbf6199553c88350f35",
        "pushed_at": "obs_fb7cca2e685093f177e3c230",
        "archived": "obs_e61533097502c9166246606a",
        "default_branch": "obs_95df773b7a7c756ce61d1c4a",
        "default_branch_updated_at": "obs_a90ec4156cf2019d8321e4e5",
        "maintenance_status": "obs_54d1ad4830f512b5ffc6fc2f",
        "momentum": "obs_06ab02dc48d3b05a07bad5f4",
        "repository_topics": "obs_15d1e497ea006d65bdee0c67",
        "integrations": "obs_c93990f7488f6467530f0d9b",
        "integration_fingerprint": "obs_6cc585151bda68de4e652f49",
        "deployment_models": "obs_0760693daff2c705aad13588",
        "extensibility": "obs_bac4013c9130e3dd840c74af"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-30",
      "source_build_id": "git-d6c6d356a593"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-07-31",
      "source_build_id": "git-1f6ab3b153e2"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "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_681e8936d9d5a629f4a97722",
        "version": "obs_cc463d91e0440c9b92d85fc1",
        "last_release_at": "obs_2e2a477726efb0758a9c4627",
        "last_release_url": "obs_11480e136d06d15e3b58ab9f",
        "pushed_at": "obs_63b25b8c65e7a741080b9e50",
        "archived": "obs_9df65a7c719821eb6572ad7f",
        "default_branch": "obs_5de7e48be661368f0168e6d8",
        "default_branch_updated_at": "obs_bc6b9bb070f056182be3942c",
        "maintenance_status": "obs_22428e8ad279f6e83c017227",
        "momentum": "obs_3b04c7b4f930950309e87892",
        "repository_topics": "obs_5de7fc3c3f31c0151267d2a5",
        "integrations": "obs_a1da1b8fce3ae13db1de6d65",
        "integration_fingerprint": "obs_290d2124272939c845a83c9f",
        "deployment_models": "obs_313f191a86605c7fcfb3ea16",
        "extensibility": "obs_48c82b3c23d5dc8d2a8d962e"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "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_e421d0f4c003d348c7074de0",
        "version": "obs_3e0fbce56aca175a2e3cdcc6",
        "last_release_at": "obs_bf3471fc38ed01138b4d0f68",
        "last_release_url": "obs_114bb50fc4b6ed6deb414b08",
        "pushed_at": "obs_3e8315317c26fe45eb9429ef",
        "archived": "obs_cd881f57d0f08fb7f7aebbca",
        "default_branch": "obs_19c0a9cb25c0e77d639125e3",
        "default_branch_updated_at": "obs_2c2bc6f96461c941383e2c4e",
        "maintenance_status": "obs_225ff33687e23a54af4b0ea1",
        "momentum": "obs_b79a6aff7385f192ce43d34d",
        "repository_topics": "obs_a0ff3e689b78ff440989eb7c",
        "integrations": "obs_74c0881af529a089cfcf7fd9",
        "integration_fingerprint": "obs_18e8a70697d7d14807873382",
        "deployment_models": "obs_aa261fe555bb148f8429cf25",
        "extensibility": "obs_7f885d062c06c97c374371cd"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_b0abef3b473b08b57a97ee3b",
        "version": "obs_928341f5552938d3fb31b5e1",
        "last_release_at": "obs_261d37159c496b4fb11ac2d8",
        "last_release_url": "obs_1a0b22679cb50eda7a8dcfe4",
        "pushed_at": "obs_fcaa7dfb45f41404eb84cd21",
        "archived": "obs_79056d79fe33bebd5777f818",
        "default_branch": "obs_9c0e79d1c05dfed68f55cbd3",
        "default_branch_updated_at": "obs_0ad6067266fcacbf03038b45",
        "maintenance_status": "obs_da9ae86a872f43f4ff855a87",
        "momentum": "obs_a55a9e19c165b80a82558d77",
        "repository_topics": "obs_88c55fd68467bc3929d65daa",
        "integrations": "obs_bcd634d50510937cf4b7a5ea",
        "integration_fingerprint": "obs_fa9cdbb4e85553cb6b0bbc51",
        "deployment_models": "obs_f793996f7be8273b6091256b",
        "extensibility": "obs_66328de485694eeb0ba9fd8f"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_b0abef3b473b08b57a97ee3b",
        "version": "obs_928341f5552938d3fb31b5e1",
        "last_release_at": "obs_261d37159c496b4fb11ac2d8",
        "last_release_url": "obs_1a0b22679cb50eda7a8dcfe4",
        "pushed_at": "obs_fcaa7dfb45f41404eb84cd21",
        "archived": "obs_79056d79fe33bebd5777f818",
        "default_branch": "obs_9c0e79d1c05dfed68f55cbd3",
        "default_branch_updated_at": "obs_0ad6067266fcacbf03038b45",
        "maintenance_status": "obs_da9ae86a872f43f4ff855a87",
        "momentum": "obs_a55a9e19c165b80a82558d77",
        "repository_topics": "obs_88c55fd68467bc3929d65daa",
        "integrations": "obs_bcd634d50510937cf4b7a5ea",
        "integration_fingerprint": "obs_fa9cdbb4e85553cb6b0bbc51",
        "deployment_models": "obs_f793996f7be8273b6091256b",
        "extensibility": "obs_66328de485694eeb0ba9fd8f"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-08-05",
      "source_build_id": "git-e1dfd91c94e6"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-08-06",
      "source_build_id": "git-0d13b053d175"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_b0abef3b473b08b57a97ee3b",
        "version": "obs_928341f5552938d3fb31b5e1",
        "last_release_at": "obs_261d37159c496b4fb11ac2d8",
        "last_release_url": "obs_1a0b22679cb50eda7a8dcfe4",
        "pushed_at": "obs_fcaa7dfb45f41404eb84cd21",
        "archived": "obs_79056d79fe33bebd5777f818",
        "default_branch": "obs_9c0e79d1c05dfed68f55cbd3",
        "default_branch_updated_at": "obs_0ad6067266fcacbf03038b45",
        "maintenance_status": "obs_da9ae86a872f43f4ff855a87",
        "momentum": "obs_a55a9e19c165b80a82558d77",
        "repository_topics": "obs_88c55fd68467bc3929d65daa",
        "integrations": "obs_bcd634d50510937cf4b7a5ea",
        "integration_fingerprint": "obs_fa9cdbb4e85553cb6b0bbc51",
        "deployment_models": "obs_f793996f7be8273b6091256b",
        "extensibility": "obs_66328de485694eeb0ba9fd8f"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-08T10:17:54.011012Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_f6573c8d12d5c6148cf4d605",
        "version": "obs_3348e7374569fbc73a663742",
        "last_release_at": "obs_dade2ebe53fb51105fb86525",
        "last_release_url": "obs_1b35a06b6da452f9feb85d0f",
        "pushed_at": "obs_f8167d16b259f9a2d62f895d",
        "archived": "obs_3bb52f25023edca3119b8670",
        "default_branch": "obs_1e51d1fd1e7174cc70f893ee",
        "default_branch_updated_at": "obs_d79ce9c8472badb77eb0402f",
        "maintenance_status": "obs_ec2c4fc4fa5e78c8950c4ffa",
        "momentum": "obs_2eb9223173f518bf97e961e7",
        "repository_topics": "obs_a81f0c45ac78b4842ba1daab",
        "integrations": "obs_6cf6d5f97209206a55b0f604",
        "integration_fingerprint": "obs_55e8d3644a608d396075ed24",
        "deployment_models": "obs_f279dc0b8c5c0d665a636739",
        "extensibility": "obs_a6f7dda0a1a414570e91d92a"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-09T10:18:02.987681Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_f43507571b81a01057ce80ed",
        "version": "obs_33c203a90fd2ec44bf58b3fe",
        "last_release_at": "obs_fc1f1bd3b5a863833b111492",
        "last_release_url": "obs_2a8dae217ceb4ccb0c0266eb",
        "pushed_at": "obs_8227e5a697058e25777c6aef",
        "archived": "obs_2f5c8e358c5eea81380d68bd",
        "default_branch": "obs_1d1f2a1a5770aa258ff502e7",
        "default_branch_updated_at": "obs_e9484522c6cfba51c0afe999",
        "maintenance_status": "obs_a612e5dac66cd30c02ec653e",
        "momentum": "obs_d110eee7365c699437f37551",
        "repository_topics": "obs_8d1f4f0d1f35af73bc70818a",
        "integrations": "obs_b85d77024faa7906feba8b21",
        "integration_fingerprint": "obs_52e9d826369d1677b72b51ea",
        "deployment_models": "obs_49ba44a6db5380ccd3929b86",
        "extensibility": "obs_a7d2577a0f0b8d69ace7c7cc"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-10T10:18:02.453550Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_1e124c0332aa020aea284dde",
        "version": "obs_270baab18295e4f11b2e818d",
        "last_release_at": "obs_646a267193d42db569b668ac",
        "last_release_url": "obs_ad693e58dc35b0aacbf81303",
        "pushed_at": "obs_fce1af6e36206a23f44b529e",
        "archived": "obs_8401c9da5f7c606f2ea8982d",
        "default_branch": "obs_edd8c4d2c93132eefdefe425",
        "default_branch_updated_at": "obs_5a24a3208e8ff4a8db955906",
        "maintenance_status": "obs_16884c1ccd8c003ff1048b41",
        "momentum": "obs_c498b85b829290d3a514a7f1",
        "repository_topics": "obs_879edc65a4ec8921fc157be3",
        "integrations": "obs_a6ef12c5b3492d33bb8a8b8e",
        "integration_fingerprint": "obs_a687571f609e56a723031047",
        "deployment_models": "obs_1ce980fb2da4706c6ba1f8ec",
        "extensibility": "obs_fdc5b5f7ea0a51a3c694f72a"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-11T10:17:40.749121Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_76c8f33373ca08d80b439867",
        "version": "obs_7a0ada010a89a70b61d227f2",
        "last_release_at": "obs_ccccba09a4e9bf85bea8e73c",
        "last_release_url": "obs_a710360bb6fb09b7cae9eeff",
        "pushed_at": "obs_741bd421d791edbd674009e9",
        "archived": "obs_d5f3317a64a83b5181f3509f",
        "default_branch": "obs_2aef6f6f34ab4bcea36e1abd",
        "default_branch_updated_at": "obs_fe30f89b5ed7d1d6ad973968",
        "maintenance_status": "obs_e75f8086a1dff0e4e41c668f",
        "momentum": "obs_47a1341a9aed7e781e2611d3",
        "repository_topics": "obs_14b164f3b5da1e3cd9d3f1e8",
        "integrations": "obs_de4b9b1d06c931bb331c4743",
        "integration_fingerprint": "obs_2ab86524e5b2b7fd9e442de4",
        "deployment_models": "obs_88d17ce1d34b649978fe8d5e",
        "extensibility": "obs_d79668b71180999072ad5201"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-12T17:38:47.185822Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_b6af8d85e414ef5b96afb376",
        "version": "obs_f7e9e4414cab9baf4d68d986",
        "last_release_at": "obs_acc5585676e37174f9aba978",
        "last_release_url": "obs_f527710ab8eee0b5d199b574",
        "pushed_at": "obs_67baea1d24639a5781b6fc1d",
        "archived": "obs_528b4532c8cf9024a0e5ef47",
        "default_branch": "obs_77512adc8b281810e443fab6",
        "default_branch_updated_at": "obs_d4105ae7583e7a41d5a04d42",
        "maintenance_status": "obs_f8a8eccfcab49f91c748fff3",
        "momentum": "obs_1b7c99c07bdbe4a76753b618",
        "repository_topics": "obs_113e184be2b6ceeb760f0aea",
        "integrations": "obs_a48328d418546ee59adfb534",
        "integration_fingerprint": "obs_d18091b99c7e7b55ced99847",
        "deployment_models": "obs_9fd43e4621281125aa8f3726",
        "extensibility": "obs_2922c4a615f7b6dd0b042792"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-13T19:31:03.163686Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_0e333312da865d61fd06f739",
        "version": "obs_6bfe5f676d923e927054441e",
        "last_release_at": "obs_274a7464781f8b9a2ec4420a",
        "last_release_url": "obs_dae3bc75eebc5909d770360c",
        "pushed_at": "obs_2962d54586c7544a98b0db24",
        "archived": "obs_23c06542d2c431eaf2948493",
        "default_branch": "obs_d589cb6ec8e711d7aeff0928",
        "default_branch_updated_at": "obs_b1f1881a3a481679e6e16221",
        "maintenance_status": "obs_15a076bdd5486d6a5a8ec547",
        "momentum": "obs_42b276b260fc8ff2844183fb",
        "repository_topics": "obs_e374215ba7c3429ac27977b7",
        "integrations": "obs_b223de6ac3ac896144e8a32a",
        "integration_fingerprint": "obs_79a39e8c3248db522801c721",
        "deployment_models": "obs_48608d33fc93a5ff6f7ea515",
        "extensibility": "obs_3eb77e8e5a7d7841b59021b3"
      },
      "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:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-14T12:38:50.215537Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_587040115b393d8eb89ffb31",
        "version": "obs_b6c9896ba22388e1c4466378",
        "last_release_at": "obs_338cb3956beb5f867e28a7a6",
        "last_release_url": "obs_6ed0024b0972ca23022373f5",
        "pushed_at": "obs_22f279ed801b1ac2c398d96d",
        "archived": "obs_f2de75bf65a32341ec4d9a5d",
        "default_branch": "obs_e27252315563fa216bc314df",
        "default_branch_updated_at": "obs_ad9e9e2c7687926f5e6c8250",
        "maintenance_status": "obs_4070cc529eca6c90a2488cd3",
        "momentum": "obs_33957d446e4179d1cbb5f299",
        "repository_topics": "obs_2d98372bafa38a39f7024bce",
        "integrations": "obs_c44be64528cabe2043741322",
        "integration_fingerprint": "obs_a851f3400a843f11094d2cb7",
        "deployment_models": "obs_d04f349bf0cb046081c39744",
        "extensibility": "obs_5cf70c76c302c1cbb0c20729"
      },
      "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-20260814T220128Z-2ba7ee9db405"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-14T12:38:50.215537Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_587040115b393d8eb89ffb31",
        "version": "obs_b6c9896ba22388e1c4466378",
        "last_release_at": "obs_338cb3956beb5f867e28a7a6",
        "last_release_url": "obs_6ed0024b0972ca23022373f5",
        "pushed_at": "obs_22f279ed801b1ac2c398d96d",
        "archived": "obs_f2de75bf65a32341ec4d9a5d",
        "default_branch": "obs_e27252315563fa216bc314df",
        "default_branch_updated_at": "obs_ad9e9e2c7687926f5e6c8250",
        "maintenance_status": "obs_4070cc529eca6c90a2488cd3",
        "momentum": "obs_33957d446e4179d1cbb5f299",
        "repository_topics": "obs_2d98372bafa38a39f7024bce",
        "integrations": "obs_c44be64528cabe2043741322",
        "integration_fingerprint": "obs_a851f3400a843f11094d2cb7",
        "deployment_models": "obs_d04f349bf0cb046081c39744",
        "extensibility": "obs_5cf70c76c302c1cbb0c20729"
      },
      "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": "2026-08-15",
      "source_build_id": "rr-20260815T002448Z-11a806e68583"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-17T10:17:27.783425Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_3962840c81a7a4f0801b49cd",
        "version": "obs_fcc8be5d5a724b5d45ec0c3c",
        "last_release_at": "obs_c4118f395c9b25907845f626",
        "last_release_url": "obs_00e82c0d5a113eaa8a1c86a1",
        "pushed_at": "obs_402e23a4460c3914a5a7993c",
        "archived": "obs_6de68649ff05a552a6ae323a",
        "default_branch": "obs_5b0caf4a9e687c59040d4b97",
        "default_branch_updated_at": "obs_e8859ad3195bf96552e1d335",
        "maintenance_status": "obs_d81295b218cf8609f4ad5dfa",
        "momentum": "obs_f0e6f34b682055aed0e90a89",
        "repository_topics": "obs_90da76f79317aed5a57eede5",
        "integrations": "obs_de6bd3b9574a84ab2e54f5fa",
        "integration_fingerprint": "obs_5de8a9297e83418bc5972be8",
        "deployment_models": "obs_8525951161698483afa67690",
        "extensibility": "obs_c4a440e1b073cffe1918fcd5"
      },
      "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": "2026-08-17",
      "source_build_id": "rr-20260817T220047Z-3eff82c28710"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-18T10:17:33.699174Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_a72cf67c9743e502505c0c14",
        "version": "obs_732694c9217eee4b32339579",
        "last_release_at": "obs_6c58ae7cd6b052726fa65b81",
        "last_release_url": "obs_b4e82fc36a3454d759e543c3",
        "pushed_at": "obs_a6275060bbb34875830c816a",
        "archived": "obs_e9d30d09791cd3e79f8299cc",
        "default_branch": "obs_f977e36dd68279d17f0cea0e",
        "default_branch_updated_at": "obs_b2d1dbaa911ef6bdb3570a9b",
        "maintenance_status": "obs_6f218022f1e9f4d9d8e7903b",
        "momentum": "obs_104a81ac090f08cb4fcc930c",
        "repository_topics": "obs_501e2fecf11a7182c2228522",
        "integrations": "obs_9e667b42c2681f4247b2d93f",
        "integration_fingerprint": "obs_4fd89478a5e85323c8e6778f",
        "deployment_models": "obs_090fe79ea3fa3848f15e2b99",
        "extensibility": "obs_59565d9f7912f87b25084d4c"
      },
      "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": "2026-08-18",
      "source_build_id": "rr-20260818T184400Z-a23ed8bfcd80"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-18T10:17:33.699174Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_a72cf67c9743e502505c0c14",
        "version": "obs_732694c9217eee4b32339579",
        "last_release_at": "obs_6c58ae7cd6b052726fa65b81",
        "last_release_url": "obs_b4e82fc36a3454d759e543c3",
        "pushed_at": "obs_a6275060bbb34875830c816a",
        "archived": "obs_e9d30d09791cd3e79f8299cc",
        "default_branch": "obs_f977e36dd68279d17f0cea0e",
        "default_branch_updated_at": "obs_b2d1dbaa911ef6bdb3570a9b",
        "maintenance_status": "obs_6f218022f1e9f4d9d8e7903b",
        "momentum": "obs_104a81ac090f08cb4fcc930c",
        "repository_topics": "obs_501e2fecf11a7182c2228522",
        "integrations": "obs_9e667b42c2681f4247b2d93f",
        "integration_fingerprint": "obs_4fd89478a5e85323c8e6778f",
        "deployment_models": "obs_090fe79ea3fa3848f15e2b99",
        "extensibility": "obs_59565d9f7912f87b25084d4c"
      },
      "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": "2026-08-19",
      "source_build_id": "rr-20260819T220056Z-f72101397689"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-18T10:17:33.699174Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_a72cf67c9743e502505c0c14",
        "version": "obs_732694c9217eee4b32339579",
        "last_release_at": "obs_6c58ae7cd6b052726fa65b81",
        "last_release_url": "obs_b4e82fc36a3454d759e543c3",
        "pushed_at": "obs_a6275060bbb34875830c816a",
        "archived": "obs_e9d30d09791cd3e79f8299cc",
        "default_branch": "obs_f977e36dd68279d17f0cea0e",
        "default_branch_updated_at": "obs_b2d1dbaa911ef6bdb3570a9b",
        "maintenance_status": "obs_6f218022f1e9f4d9d8e7903b",
        "momentum": "obs_104a81ac090f08cb4fcc930c",
        "repository_topics": "obs_501e2fecf11a7182c2228522",
        "integrations": "obs_9e667b42c2681f4247b2d93f",
        "integration_fingerprint": "obs_4fd89478a5e85323c8e6778f",
        "deployment_models": "obs_090fe79ea3fa3848f15e2b99",
        "extensibility": "obs_59565d9f7912f87b25084d4c"
      },
      "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": "2026-08-20",
      "source_build_id": "rr-20260820T220034Z-f18b1777e0a1"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-21T10:18:14.478827Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_0335c732c9c52ed0f44362b0",
        "version": "obs_3bdc09598570cf7c58fef2e4",
        "last_release_at": "obs_3dd6666bd11587ce954a625a",
        "last_release_url": "obs_c2c567487db3ac9b3372fc9a",
        "pushed_at": "obs_262e1b558b73d22c045b8a77",
        "archived": "obs_79230042b3af4c5488be5ec6",
        "default_branch": "obs_4bdba6e73db6ff0a3b9d0075",
        "default_branch_updated_at": "obs_a2116641d0ec2cb7ee02203f",
        "maintenance_status": "obs_c401d253bf3cdf05647647d0",
        "momentum": "obs_35b533a37d137ff2300d3be6",
        "repository_topics": "obs_8bca5022c9881d88cbe073b5",
        "integrations": "obs_d258e60bf5f8b7929937df1f",
        "integration_fingerprint": "obs_1ecb2ce44cc6d7a30d252999",
        "deployment_models": "obs_9e4419308cd88e70f6ef5ef6",
        "extensibility": "obs_ef0b182fa976a78849cf4d6b"
      },
      "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": "2026-08-21",
      "source_build_id": "rr-20260821T201849Z-8c0156d1129f"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-08-25",
      "source_build_id": "git-7a936f4ee51c"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-26T18:12:12.074447Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_178b8b42574c2d1ff1f053a2",
        "version": "obs_6dc7bc0c4ee0223e836e79e1",
        "last_release_at": "obs_23f15f6a6c27da9c6711908a",
        "last_release_url": "obs_5e0fee0f63884d59ca4d7e6c",
        "pushed_at": "obs_eb458c79d767b926d9c6ad3b",
        "archived": "obs_a877a07ae88103dc2382d9fc",
        "default_branch": "obs_6d43bc55fe3495d3766a9d0a",
        "default_branch_updated_at": "obs_93f2b815a09a04dadec7e7f2",
        "maintenance_status": "obs_815aa5c1b434a3a7f1ac7d2e",
        "momentum": "obs_ef0fde594f4efed9d2315bb6",
        "repository_topics": "obs_6163941299db4df5eafba93a",
        "integrations": "obs_ba5b539109e77502bdcc2779",
        "integration_fingerprint": "obs_522d03a851f4bbb620406320",
        "deployment_models": "obs_105a9209580f3dabb4556eac",
        "extensibility": "obs_ccee469c717bf082c1be8533"
      },
      "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": "2026-08-26",
      "source_build_id": "rr-20260826T18121207444-67a1f35bc9eb"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-26T18:12:12.074447Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_178b8b42574c2d1ff1f053a2",
        "version": "obs_6dc7bc0c4ee0223e836e79e1",
        "last_release_at": "obs_23f15f6a6c27da9c6711908a",
        "last_release_url": "obs_5e0fee0f63884d59ca4d7e6c",
        "pushed_at": "obs_eb458c79d767b926d9c6ad3b",
        "archived": "obs_a877a07ae88103dc2382d9fc",
        "default_branch": "obs_6d43bc55fe3495d3766a9d0a",
        "default_branch_updated_at": "obs_93f2b815a09a04dadec7e7f2",
        "maintenance_status": "obs_815aa5c1b434a3a7f1ac7d2e",
        "momentum": "obs_ef0fde594f4efed9d2315bb6",
        "repository_topics": "obs_6163941299db4df5eafba93a",
        "integrations": "obs_ba5b539109e77502bdcc2779",
        "integration_fingerprint": "obs_522d03a851f4bbb620406320",
        "deployment_models": "obs_105a9209580f3dabb4556eac",
        "extensibility": "obs_ccee469c717bf082c1be8533"
      },
      "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": "2026-08-28",
      "source_build_id": "rr-20260828T185043Z-e21672a963ed"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-26T18:12:12.074447Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_178b8b42574c2d1ff1f053a2",
        "version": "obs_6dc7bc0c4ee0223e836e79e1",
        "last_release_at": "obs_23f15f6a6c27da9c6711908a",
        "last_release_url": "obs_5e0fee0f63884d59ca4d7e6c",
        "pushed_at": "obs_eb458c79d767b926d9c6ad3b",
        "archived": "obs_a877a07ae88103dc2382d9fc",
        "default_branch": "obs_6d43bc55fe3495d3766a9d0a",
        "default_branch_updated_at": "obs_93f2b815a09a04dadec7e7f2",
        "maintenance_status": "obs_815aa5c1b434a3a7f1ac7d2e",
        "momentum": "obs_ef0fde594f4efed9d2315bb6",
        "repository_topics": "obs_6163941299db4df5eafba93a",
        "integrations": "obs_ba5b539109e77502bdcc2779",
        "integration_fingerprint": "obs_522d03a851f4bbb620406320",
        "deployment_models": "obs_105a9209580f3dabb4556eac",
        "extensibility": "obs_ccee469c717bf082c1be8533"
      },
      "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": "2026-08-29",
      "source_build_id": "rr-20260829T220435Z-94d4f80e13bd"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-08-30T11:11:30.055674Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_6bf37d998632c207527b4a52",
        "version": "obs_b9157a672f7bc10b0fe05d5f",
        "last_release_at": "obs_7c9b730b693027749c84d683",
        "last_release_url": "obs_6d35a694dd289c976263dc0f",
        "pushed_at": "obs_b0b381af9dc3c0ee7cf1a9d3",
        "archived": "obs_642a74f2dbd6958552f3ded4",
        "default_branch": "obs_b507808f76ebc7079d70cf18",
        "default_branch_updated_at": "obs_4f8ca67765890b24d982bf41",
        "maintenance_status": "obs_254902b14873f4a52e71153c",
        "momentum": "obs_71862f87918f9fa398cc5269",
        "repository_topics": "obs_54d5bdb30d0a5754f696e645",
        "integrations": "obs_4d0ca45a311d4158391c6cc3",
        "integration_fingerprint": "obs_4970bc0e19c55d67ac7d0849",
        "deployment_models": "obs_f98469c7b5bbc4126b279ec4",
        "extensibility": "obs_1a0bcab930336a4426470dd7"
      },
      "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": "2026-08-30",
      "source_build_id": "rr-20260830T180743Z-89b1c190a2fa"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-09-01T19:29:45.039717Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_f51dfd629e0c03e00b482a56",
        "version": "obs_dddc73119e1f31fc50e3d11e",
        "last_release_at": "obs_21f3710429123d5cdc7876de",
        "last_release_url": "obs_7da83956448f8bf48b4fedcd",
        "pushed_at": "obs_1e6b71e4ee8549ac16165e5b",
        "archived": "obs_0e846713f35f9aa7519e1136",
        "default_branch": "obs_63d3295b8304221cf4b1879f",
        "default_branch_updated_at": "obs_8c3922c97a498cc5b4fc80d3",
        "maintenance_status": "obs_bf5776f9e1cb3386b12203b1",
        "momentum": "obs_aa4900439d79019e58bd51a5",
        "repository_topics": "obs_37dc20b6a34a2aaca5e00b7f",
        "integrations": "obs_5b00f72cbf2d92241bab28e8",
        "integration_fingerprint": "obs_b3b3bfcfdbaf3d4dc6eb0e77",
        "deployment_models": "obs_8656499cb94bd7fc5fcc4f8f",
        "extensibility": "obs_2e8b54ef7a0c82c1cf4aff74"
      },
      "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": "2026-09-01",
      "source_build_id": "rr-20260901T19294503971-ea5b2cc0d063"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 62,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-09-01T19:29:45.039717Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_f51dfd629e0c03e00b482a56",
        "version": "obs_dddc73119e1f31fc50e3d11e",
        "last_release_at": "obs_21f3710429123d5cdc7876de",
        "last_release_url": "obs_7da83956448f8bf48b4fedcd",
        "pushed_at": "obs_1e6b71e4ee8549ac16165e5b",
        "archived": "obs_0e846713f35f9aa7519e1136",
        "default_branch": "obs_63d3295b8304221cf4b1879f",
        "default_branch_updated_at": "obs_8c3922c97a498cc5b4fc80d3",
        "maintenance_status": "obs_bf5776f9e1cb3386b12203b1",
        "momentum": "obs_aa4900439d79019e58bd51a5",
        "repository_topics": "obs_37dc20b6a34a2aaca5e00b7f",
        "integrations": "obs_5b00f72cbf2d92241bab28e8",
        "integration_fingerprint": "obs_b3b3bfcfdbaf3d4dc6eb0e77",
        "deployment_models": "obs_8656499cb94bd7fc5fcc4f8f",
        "extensibility": "obs_2e8b54ef7a0c82c1cf4aff74"
      },
      "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": "2026-09-02",
      "source_build_id": "rr-20260902T185057Z-fe67ecd27eb3"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-09-03",
      "source_build_id": "git-ce77ee524fc1"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 63,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-09-04T19:00:49.017076Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_8560a6802b0b2eeaaf73d556",
        "version": "obs_f7ed62805d3f17bf0d4dd6b0",
        "last_release_at": "obs_df6c8709b794b928fb3c9051",
        "last_release_url": "obs_e336708cc1fdcd483b261f8f",
        "pushed_at": "obs_6a19f755ec062aa658aa6eea",
        "archived": "obs_4bc27d4717f8e4edc013e80a",
        "default_branch": "obs_a033c168d69bc34d03cdbeff",
        "default_branch_updated_at": "obs_4fde38a9e67d09b109c2bd1d",
        "maintenance_status": "obs_9b084e1a01a64248720cbf86",
        "momentum": "obs_ff423dd6223084b590327561",
        "repository_topics": "obs_ba8c2aad89d29a5919803ea3",
        "integrations": "obs_dced76401ef0eb039f7ecca2",
        "integration_fingerprint": "obs_0647c150ead4b55f27775ed2",
        "deployment_models": "obs_faad51b802301f9ab3420453",
        "extensibility": "obs_e9b63ca7a984be6e7c1f276c"
      },
      "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": "2026-09-04",
      "source_build_id": "rr-20260904T19004901707-f081cadc897c"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 63,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-09-04T19:00:49.017076Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_8560a6802b0b2eeaaf73d556",
        "version": "obs_f7ed62805d3f17bf0d4dd6b0",
        "last_release_at": "obs_df6c8709b794b928fb3c9051",
        "last_release_url": "obs_e336708cc1fdcd483b261f8f",
        "pushed_at": "obs_6a19f755ec062aa658aa6eea",
        "archived": "obs_4bc27d4717f8e4edc013e80a",
        "default_branch": "obs_a033c168d69bc34d03cdbeff",
        "default_branch_updated_at": "obs_4fde38a9e67d09b109c2bd1d",
        "maintenance_status": "obs_9b084e1a01a64248720cbf86",
        "momentum": "obs_ff423dd6223084b590327561",
        "repository_topics": "obs_ba8c2aad89d29a5919803ea3",
        "integrations": "obs_dced76401ef0eb039f7ecca2",
        "integration_fingerprint": "obs_0647c150ead4b55f27775ed2",
        "deployment_models": "obs_faad51b802301f9ab3420453",
        "extensibility": "obs_e9b63ca7a984be6e7c1f276c"
      },
      "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": "2026-09-05",
      "source_build_id": "rr-20260905T041402Z-762fe1e71222"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": null,
      "momentum": 7.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "not_recorded",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": null,
      "observation_source_url": null,
      "observation_extractor_version": null,
      "observation_refs": {},
      "observed_fields": [
        "momentum",
        "popularity",
        "risk",
        "score",
        "score_components",
        "tier",
        "verdict"
      ],
      "date": "2026-09-07",
      "source_build_id": "git-8f4ec4d2012f"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 63,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-09-08T05:09:03.158117Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_1248ebad5478289f921b7361",
        "version": "obs_eafb5962b046d75341abb683",
        "last_release_at": "obs_d151419824ced649af7f0bff",
        "last_release_url": "obs_d5f8eae93f015df8b4f46618",
        "pushed_at": "obs_3cfe509c86a8785408831568",
        "archived": "obs_c9106618d0b8a846de61f26b",
        "default_branch": "obs_e44337484df079210bff6470",
        "default_branch_updated_at": "obs_d06156da009cac60fcd4557e",
        "maintenance_status": "obs_28d80422fe273cd37a52b023",
        "momentum": "obs_d358a39cc7ae702f5b0816a3",
        "repository_topics": "obs_9c00dd552b264a26a8917a0b",
        "integrations": "obs_9916f9374f194a9c2ac3c47a",
        "integration_fingerprint": "obs_870175f487d6637883b26c02",
        "deployment_models": "obs_7b322cc19926450a097365c6",
        "extensibility": "obs_c649a099be8fb4ad38b4b6aa"
      },
      "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": "2026-09-08",
      "source_build_id": "rr-20260908T05090315811-ae50806b8076"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 63,
      "momentum": 5.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "maintained",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-09-11T09:31:02.897429Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_f1d9bc56d112fbb5b261d0ba",
        "version": "obs_32ca7343dc1eefcdd740cb1e",
        "last_release_at": "obs_d2cf1881614d3dd03275f740",
        "last_release_url": "obs_2f8ab514994378e2bb642c01",
        "pushed_at": "obs_8aa977f2f28db0389ee2c48c",
        "archived": "obs_a8a6c44486cef8c69fb7796d",
        "default_branch": "obs_c4de957b2c82e63461e059b1",
        "default_branch_updated_at": "obs_df161f328b263c93b6978deb",
        "maintenance_status": "obs_9b47cb46bb00377a3c130a61",
        "momentum": "obs_789252618f99b4e81ad385b7",
        "repository_topics": "obs_8c3e063191e846354862f538",
        "integrations": "obs_2ea44ecac2c4bfc5142fa32f",
        "integration_fingerprint": "obs_9ed76042b77bd40af752e32b",
        "deployment_models": "obs_e0520aa4625598c1dca0ad55",
        "extensibility": "obs_f56a4a0161676f69bfd872ce"
      },
      "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": "2026-09-11",
      "source_build_id": "rr-20260911T09310289742-ec7c440262a5"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 63,
      "momentum": 5.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "maintained",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-09-12T17:04:32.267494Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_439524b26b03753e6a6a0f2f",
        "version": "obs_f7c4f49695bf9c48b7eec06f",
        "last_release_at": "obs_692850697ec157b2e383f25b",
        "last_release_url": "obs_3ed3e893308812c5ddc93c82",
        "pushed_at": "obs_b677d6e8950cbcfeff2ccae2",
        "archived": "obs_2993584de99820e5f7d8a638",
        "default_branch": "obs_82c1b89c4eba9a357c7daaa1",
        "default_branch_updated_at": "obs_1b417f877633280894c47234",
        "maintenance_status": "obs_2a4b1c436ec3bfcadb9e79d2",
        "momentum": "obs_02a6bf2aa2398e24f10b95af",
        "repository_topics": "obs_cd2d53eecad97954a10c3fff",
        "integrations": "obs_90418a83202a599e51c695ff",
        "integration_fingerprint": "obs_423b57963e40bfbec651558a",
        "deployment_models": "obs_0d0006d916c46755373c2bc2",
        "extensibility": "obs_b7ef49a0cfca33be7f7704a0"
      },
      "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": "2026-09-12",
      "source_build_id": "rr-20260912T17043226749-4b7536538ed8"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 63,
      "momentum": 5.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "maintained",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-09-13T05:04:21.529456Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_db80fef722356b2918a69ce0",
        "version": "obs_c68e75ba839219a8ef681241",
        "last_release_at": "obs_1fc8bd758230000e3f227a4c",
        "last_release_url": "obs_8758d3b796c42735fbb0af2a",
        "pushed_at": "obs_7fdb59ee0ebd54b443bb3480",
        "archived": "obs_cfe4ffeec2097b62b44a4329",
        "default_branch": "obs_5c32bcbbed5f0aa810f83075",
        "default_branch_updated_at": "obs_eb2fde14ebd8d90bc2941a35",
        "maintenance_status": "obs_637d5d6773d72bc79ab785af",
        "momentum": "obs_c20be45a7da3537c44c3b604",
        "repository_topics": "obs_270c59f3555e47f3227b61b0",
        "integrations": "obs_835928e48d546ba0fbb02759",
        "integration_fingerprint": "obs_e5fa13184bc97ed5c7bbd4ef",
        "deployment_models": "obs_e0e875e8563da7c987e10a9f",
        "extensibility": "obs_e868d2bdcd21aafee7bf5d65"
      },
      "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": "2026-09-13",
      "source_build_id": "rr-20260913T05042152945-c4476eca3a92"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 63,
      "momentum": 5.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "maintained",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-09-15T11:46:09.382347Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_26cb41f0ad33965cc68459d9",
        "version": "obs_4cc77143eef54813580dfd91",
        "last_release_at": "obs_e4b58e4a443a49a2dd002efa",
        "last_release_url": "obs_199f192daf9cca3987d9e27c",
        "pushed_at": "obs_450e437c9cd26b80b3c6b9ad",
        "archived": "obs_7fc7e4e337bbca81b82970e5",
        "default_branch": "obs_58729bfbb7433f84b5d42363",
        "default_branch_updated_at": "obs_3acdb46c173f350b209cc5be",
        "maintenance_status": "obs_a3617771ae47b7d4823c7760",
        "momentum": "obs_5d033761d4c13a62b820ba12",
        "repository_topics": "obs_28f32317392d89be842e2475",
        "integrations": "obs_8236dc0cc53b1b27ed661a1f",
        "integration_fingerprint": "obs_ec7c2eca6bc17b0ea0fac6eb",
        "deployment_models": "obs_30a6c7e957f09ba32813bd7f",
        "extensibility": "obs_b7a8a79a54d3d4e829c34f6e"
      },
      "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": "2026-09-15",
      "source_build_id": "rr-20260915T11460938234-02c299ab7cc9"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 63,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-09-17T21:45:13.795340Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_6700c2e7f4e403a09384d68a",
        "version": "obs_400a44dfc1af271ff21d6692",
        "last_release_at": "obs_d7d71e5606977ec63f031c10",
        "last_release_url": "obs_d20d14ff34b17fb7d341f5cd",
        "pushed_at": "obs_5b8ef86e2d1bdefecdaceecc",
        "archived": "obs_9de3aed311ffa51856446c3e",
        "default_branch": "obs_287bf2fbceacfbdbbec706e3",
        "default_branch_updated_at": "obs_08747981d440455a3879247d",
        "maintenance_status": "obs_8f2a764beaa4c0422e600ef0",
        "momentum": "obs_638353bb457a5035f6a690f4",
        "repository_topics": "obs_ad341749330352343dbacdc7",
        "integrations": "obs_a5ee68279c37031fd3485d16",
        "integration_fingerprint": "obs_cea69380b5f8b4cbdde2571a",
        "deployment_models": "obs_f0bbbfc6239cd42ed3ed3a80",
        "extensibility": "obs_40d03695e2e84c6187802bf2"
      },
      "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": "2026-09-17",
      "source_build_id": "rr-20260917T21451379534-357161f90fee"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 63,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-09-19T17:06:40.081307Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_27bdca9b2768bedb261ecb3e",
        "version": "obs_dc6c24cdc6d5501c4e3877d5",
        "last_release_at": "obs_35bfd7db43694c07d1149ba1",
        "last_release_url": "obs_a3e20e6b4abbf411f1b66b0f",
        "pushed_at": "obs_24b9cac170982e181683f9d4",
        "archived": "obs_3bc2e04df1cc50880ed3345c",
        "default_branch": "obs_21c1651b18d9ab8691ca09f6",
        "default_branch_updated_at": "obs_1f4dab9cc7fb8ae80670fb84",
        "maintenance_status": "obs_3f2b399ee461ce617c87441a",
        "momentum": "obs_cde8861c0977e95f33c5d1d3",
        "repository_topics": "obs_b07bc91df43e194ec4287d77",
        "integrations": "obs_ede07bec095dd73221d89262",
        "integration_fingerprint": "obs_1ccfdad51188c6d910f7ca79",
        "deployment_models": "obs_d2b4eb4d9eb9d8c121a4fc2d",
        "extensibility": "obs_628f313df031cccbb8f7a676"
      },
      "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": "2026-09-19",
      "source_build_id": "rr-20260919T17064008130-eaaffbe378a2"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 63,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-09-20T17:06:32.868873Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_89cd0823bfa55954395336c0",
        "version": "obs_321fb534d25ca2119fa77724",
        "last_release_at": "obs_b3beb66ecfda5394f6a6af0f",
        "last_release_url": "obs_f18176c45be05f98dd6c886e",
        "pushed_at": "obs_052281bd2555d78a39e1c100",
        "archived": "obs_7f275558a470bd89d7fe4081",
        "default_branch": "obs_970b28c1a8e3261222e03a33",
        "default_branch_updated_at": "obs_db4d0b2cd97d8b3392300f34",
        "maintenance_status": "obs_341e775f321e3082fecca3af",
        "momentum": "obs_e03f162a93f91155c83b6755",
        "repository_topics": "obs_29c0dfb4e43e8b1114fb1f4b",
        "integrations": "obs_df29d0c0672a71eb34cf7348",
        "integration_fingerprint": "obs_9b2ebe59efaa89acd09fc3b3",
        "deployment_models": "obs_244f06703c7e43bcafdac224",
        "extensibility": "obs_abf34ed310430f2cf3d5b5f2"
      },
      "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": "2026-09-20",
      "source_build_id": "rr-20260920T17063286887-6ef439c1d8d7"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 63,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-09-21T23:47:16.337043Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_e916c0d488390c0afcbfdcd4",
        "version": "obs_af5c9cbf162aec6d6670eb3c",
        "last_release_at": "obs_ef5cbfed0db185db29f6b783",
        "last_release_url": "obs_447b970fa5337b3bc972408b",
        "pushed_at": "obs_6d7561c141a34aa3909842d2",
        "archived": "obs_445054cf8f983a4cb2e1de69",
        "default_branch": "obs_b170ce95350230d3935dae48",
        "default_branch_updated_at": "obs_1dba1b51b28e06daeec22c73",
        "maintenance_status": "obs_aaa0b391ec3134fe800f33a4",
        "momentum": "obs_035ec478a0438975077eceaf",
        "repository_topics": "obs_d7246a804e74e43ec422f896",
        "integrations": "obs_0a4b677c57ae3b58e4b4a55e",
        "integration_fingerprint": "obs_10d348d7626c56a0ec83c69b",
        "deployment_models": "obs_2d95f5cce221a7b451d1fe30",
        "extensibility": "obs_8a2fd2fc548b98be5aa4d455"
      },
      "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": "2026-09-21",
      "source_build_id": "rr-20260921T23471633704-3e244a728712"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 63,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-09-22T17:06:39.688103Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_64a80de585cf99c8ab12b224",
        "version": "obs_654811a8c9c1dc67416b1625",
        "last_release_at": "obs_cd72f23a54dd64206d1436dc",
        "last_release_url": "obs_740495cc2ad7f3660b172070",
        "pushed_at": "obs_a869b0b94978c8a27d5cd29b",
        "archived": "obs_0cf4440e43e9348d14991bb2",
        "default_branch": "obs_73119260b23d4d2c0593d0dd",
        "default_branch_updated_at": "obs_0a43ca720cde1c8c6ca1673c",
        "maintenance_status": "obs_2d9092e2e710d7ab8eb94cda",
        "momentum": "obs_4a73283e4f2e0bb79215b73f",
        "repository_topics": "obs_e80692f609c71b047d2810e2",
        "integrations": "obs_c8e42219f5ff8d5b1346074e",
        "integration_fingerprint": "obs_409f661f69b0888278f775cf",
        "deployment_models": "obs_0b6cd4f9aaca02c62f565be3",
        "extensibility": "obs_c7aaee74ea8e0725919969fa"
      },
      "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": "2026-09-22",
      "source_build_id": "rr-20260922T17063968810-9fba741a0598"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 63,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-09-23T19:48:29.703424Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_17cb5122f21839768c6763bf",
        "version": "obs_0a41074c98ed4961438bdc68",
        "last_release_at": "obs_ab3db3c8b8d5fe30fa50998f",
        "last_release_url": "obs_96bba6d367d25c5c2712f623",
        "pushed_at": "obs_788386dc5e8d1360c7e5d13c",
        "archived": "obs_8d3cb28ad8fb165e3d28c290",
        "default_branch": "obs_a0f99a96732c620f6c8042a1",
        "default_branch_updated_at": "obs_2eab294d7d50d59f19b3e82b",
        "maintenance_status": "obs_776fc7b5d630027b2f4fa78d",
        "momentum": "obs_1207d5282585cd48d6749986",
        "repository_topics": "obs_0138abb029892e46db99b912",
        "integrations": "obs_445290b16936d2d1f7fa96e0",
        "integration_fingerprint": "obs_784766d3b034d4fe1707818e",
        "deployment_models": "obs_f79d385fb03d7d077e5bf429",
        "extensibility": "obs_1038ee76130b56481a8c6e77"
      },
      "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": "2026-09-23",
      "source_build_id": "rr-20260923T19482970342-e2b390ffd8e6"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 63,
      "momentum": 7.5,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-09-24T21:49:16.463298Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_f0c73d7013a9fc783e4139c2",
        "version": "obs_a2a85b135887830484fdde4d",
        "last_release_at": "obs_cc706cab88ccb56e47b066e6",
        "last_release_url": "obs_abb3a393e870aab1ea45e839",
        "pushed_at": "obs_e1ca86209895d735a27462e1",
        "archived": "obs_ecb9711c2e525133fbdf7355",
        "default_branch": "obs_e486a9f8d9be255079958b00",
        "default_branch_updated_at": "obs_eca8745f83e6eb688c1c4ad6",
        "maintenance_status": "obs_4be8f595b7c65e68452448b1",
        "momentum": "obs_3502aa5a0913c48964e5d033",
        "repository_topics": "obs_ff5d28b23de7b29f3975d756",
        "integrations": "obs_1188fad13c996b3579da2720",
        "integration_fingerprint": "obs_e9d7c6eb86c490c848efae15",
        "deployment_models": "obs_af7c479b86f3776f67533efc",
        "extensibility": "obs_dfd0d29b1d82c6c92498e290"
      },
      "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": "2026-09-24",
      "source_build_id": "rr-20260924T21491646329-69daaab637a7"
    },
    {
      "id": "gh:hanyuyuan6/remote-gpu-trainer",
      "score": 8.3,
      "popularity": 39.0,
      "stars": 63,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.0,
        "novelty": 8.0,
        "momentum": 7.0,
        "maturity": 7.3,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.7,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "conditional",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "v1.0.0",
      "last_release_at": "2026-07-01T07:01:58Z",
      "last_release_url": "https://github.com/Hanyuyuan6/remote-gpu-trainer/releases/tag/v1.0.0",
      "maintenance_status": "active",
      "integration_fingerprint": "951be00f7ec5f9b8",
      "integration_count": 2,
      "integrations": [
        "Claude Code",
        "OpenAI Codex"
      ],
      "source_observed_at": "2026-09-25T13:50:57.994663Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_d0f152d90dfd859ca9e69ca4",
        "version": "obs_58d8adedcdee17005fceadff",
        "last_release_at": "obs_e821282282a2789a7ec3e63b",
        "last_release_url": "obs_f73b39ebf43f02c6f357d78e",
        "pushed_at": "obs_d205765d695b2e6a386f8578",
        "archived": "obs_af22e060d723e9d0d60811f2",
        "default_branch": "obs_35df514da4a4a4dfe88f2a8c",
        "default_branch_updated_at": "obs_de3eb95f876f96c2b1390439",
        "maintenance_status": "obs_3aa6c9b2ce2e8adf1ae2483a",
        "momentum": "obs_25864c39c9fa9d551f9b1e4c",
        "repository_topics": "obs_50f335fd80d6c46b9796a3ff",
        "integrations": "obs_306dfe74c7d8a91fba96cb8b",
        "integration_fingerprint": "obs_499a9d54f7e90f0fb10c22cc",
        "deployment_models": "obs_4568a9127a6de220c286f391",
        "extensibility": "obs_5abece178bc7d8ee00584bf5"
      },
      "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": "2026-09-25",
      "source_build_id": "rr-20260925T13505799466-825d31ca5990"
    }
  ],
  "changes": [
    {
      "id": "evt_b4b366cf0aa0a7910a7c",
      "entity_id": "gh:hanyuyuan6/remote-gpu-trainer",
      "item_url": "/item/hanyuyuan6-remote-gpu-trainer/",
      "title": "Hanyuyuan6/remote-gpu-trainer",
      "category": "research",
      "kind": "maintenance_changed",
      "occurred_at": "2026-09-17T11:46:10.011992Z",
      "before": "maintained",
      "after": "active",
      "explanation": "Maintenance changed: maintained → active.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.3,
      "entity_kind": "research",
      "verification_stage": "discovered",
      "type": "Tool / Agent Skill",
      "section": "Training Ops / Remote GPU",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "reviewed",
      "setup_ease": 4.2,
      "best_for": [
        "ML engineers",
        "fine-tuning practitioners"
      ],
      "risk_categories": [],
      "search_text": "hanyuyuan6/remote-gpu-trainer hanyuyuan6 research research research gold conditional watch ml engineers fine-tuning practitioners claude code openai codex",
      "material_mover": false
    },
    {
      "id": "evt_ec6dacbb9911dd9bf4f0",
      "entity_id": "gh:hanyuyuan6/remote-gpu-trainer",
      "item_url": "/item/hanyuyuan6-remote-gpu-trainer/",
      "title": "Hanyuyuan6/remote-gpu-trainer",
      "category": "research",
      "kind": "maintenance_changed",
      "occurred_at": "2026-09-11T09:31:02.897429Z",
      "before": "active",
      "after": "maintained",
      "explanation": "Maintenance changed: active → maintained.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.3,
      "entity_kind": "research",
      "verification_stage": "discovered",
      "type": "Tool / Agent Skill",
      "section": "Training Ops / Remote GPU",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "reviewed",
      "setup_ease": 4.2,
      "best_for": [
        "ML engineers",
        "fine-tuning practitioners"
      ],
      "risk_categories": [],
      "search_text": "hanyuyuan6/remote-gpu-trainer hanyuyuan6 research research research gold conditional watch ml engineers fine-tuning practitioners claude code openai codex",
      "material_mover": false
    },
    {
      "id": "evt_75ac902665c3d7499022",
      "entity_id": "gh:hanyuyuan6/remote-gpu-trainer",
      "item_url": "/item/hanyuyuan6-remote-gpu-trainer/",
      "title": "Hanyuyuan6/remote-gpu-trainer",
      "category": "research",
      "kind": "stars_changed",
      "occurred_at": "2026-07-28T07:11:06.213377Z",
      "before": 60,
      "after": 62,
      "explanation": "Stars changed: 60 → 62.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.3,
      "entity_kind": "research",
      "verification_stage": "discovered",
      "type": "Tool / Agent Skill",
      "section": "Training Ops / Remote GPU",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "reviewed",
      "setup_ease": 4.2,
      "best_for": [
        "ML engineers",
        "fine-tuning practitioners"
      ],
      "risk_categories": [],
      "search_text": "hanyuyuan6/remote-gpu-trainer hanyuyuan6 research research research gold conditional watch ml engineers fine-tuning practitioners claude code openai codex",
      "material_mover": false
    },
    {
      "id": "evt_69c58f270a4bacb65df3",
      "entity_id": "gh:hanyuyuan6/remote-gpu-trainer",
      "item_url": "/item/hanyuyuan6-remote-gpu-trainer/",
      "title": "Hanyuyuan6/remote-gpu-trainer",
      "category": "research",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T09:45:55.725732Z",
      "before": 59,
      "after": 60,
      "explanation": "Stars changed: 59 → 60.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "conditional",
      "verdict": "watch",
      "score": 8.3,
      "entity_kind": "research",
      "verification_stage": "discovered",
      "type": "Tool / Agent Skill",
      "section": "Training Ops / Remote GPU",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "reviewed",
      "setup_ease": 4.2,
      "best_for": [
        "ML engineers",
        "fine-tuning practitioners"
      ],
      "risk_categories": [],
      "search_text": "hanyuyuan6/remote-gpu-trainer hanyuyuan6 research research research gold conditional watch ml engineers fine-tuning practitioners claude code openai codex",
      "material_mover": false
    }
  ]
}
