{
  "schema_version": "1.0.0",
  "verification_stage_contract": "bounded-workflow-v2",
  "generated_at": "2026-08-13T20:20:15Z",
  "build_id": "rr-20260813T202015Z-50afa6e387dd",
  "entity_id": "gh:agentclientprotocol/agent-client-protocol",
  "points": [
    {
      "id": "gh:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3652,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v1.19.0",
      "last_release_at": "2026-07-06T12:35:36Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v1.19.0",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-14T07:05:54.350937Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_aeb46d1c54c3ee8a942de0f2",
        "version": "obs_8ad2a300f53d83e3dca07960",
        "last_release_at": "obs_35c0892f9bf4894ee6ad6d05",
        "last_release_url": "obs_8a529ab5fee43912653c0673",
        "pushed_at": "obs_d8128b6011872bc1673adc00",
        "archived": "obs_46e70ac33a03db8607bf0493",
        "default_branch": "obs_0562266ecfc76e0132a81be5",
        "default_branch_updated_at": "obs_51493fbb742aca2aa6ff3cd1",
        "maintenance_status": "obs_2b014e3f7f65c77469f7d0ce",
        "momentum": "obs_96e624ed4dc317d4e0770d9e",
        "repository_topics": "obs_6e22eafc73b5a404de96c9db",
        "integrations": "obs_6a2531e1d9843d7cd3efde5e",
        "integration_fingerprint": "obs_86706528d51ff43a25ff64aa",
        "deployment_models": "obs_6309c9a8de86187b2421c44a",
        "extensibility": "obs_138793196fbfe0b23c35272a"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3676,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v1.19.0",
      "last_release_at": "2026-07-06T12:35:36Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v1.19.0",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_802775be60f1d8025ba02088",
        "version": "obs_f7ad57d573d422e33625e8c2",
        "last_release_at": "obs_090fdd56246ad6d63d4fb5e0",
        "last_release_url": "obs_d88fdff26d91c780cbd1ef81",
        "pushed_at": "obs_412bd7720ee0ef893a0d096c",
        "archived": "obs_e56bdb48f3efb09b48f3e590",
        "default_branch": "obs_18bce523ad50bbf88b415186",
        "default_branch_updated_at": "obs_e6fa755f1c39a87156b59028",
        "maintenance_status": "obs_715f7559efabd9ed3c75082b",
        "momentum": "obs_929747bc1a4c792e47bb2e23",
        "repository_topics": "obs_23fe769f4757fabb3ac37561",
        "integrations": "obs_3ec647d06bebe8d9ddb246e6",
        "integration_fingerprint": "obs_033d6df8920f9058b057ddc8",
        "deployment_models": "obs_47214b23f7952e533ac6e05e",
        "extensibility": "obs_39ab921e6eaf758c178db142"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3676,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v1.19.0",
      "last_release_at": "2026-07-06T12:35:36Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v1.19.0",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_802775be60f1d8025ba02088",
        "version": "obs_f7ad57d573d422e33625e8c2",
        "last_release_at": "obs_090fdd56246ad6d63d4fb5e0",
        "last_release_url": "obs_d88fdff26d91c780cbd1ef81",
        "pushed_at": "obs_412bd7720ee0ef893a0d096c",
        "archived": "obs_e56bdb48f3efb09b48f3e590",
        "default_branch": "obs_18bce523ad50bbf88b415186",
        "default_branch_updated_at": "obs_e6fa755f1c39a87156b59028",
        "maintenance_status": "obs_715f7559efabd9ed3c75082b",
        "momentum": "obs_929747bc1a4c792e47bb2e23",
        "repository_topics": "obs_23fe769f4757fabb3ac37561",
        "integrations": "obs_3ec647d06bebe8d9ddb246e6",
        "integration_fingerprint": "obs_033d6df8920f9058b057ddc8",
        "deployment_models": "obs_47214b23f7952e533ac6e05e",
        "extensibility": "obs_39ab921e6eaf758c178db142"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3676,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v1.19.0",
      "last_release_at": "2026-07-06T12:35:36Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v1.19.0",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_802775be60f1d8025ba02088",
        "version": "obs_f7ad57d573d422e33625e8c2",
        "last_release_at": "obs_090fdd56246ad6d63d4fb5e0",
        "last_release_url": "obs_d88fdff26d91c780cbd1ef81",
        "pushed_at": "obs_412bd7720ee0ef893a0d096c",
        "archived": "obs_e56bdb48f3efb09b48f3e590",
        "default_branch": "obs_18bce523ad50bbf88b415186",
        "default_branch_updated_at": "obs_e6fa755f1c39a87156b59028",
        "maintenance_status": "obs_715f7559efabd9ed3c75082b",
        "momentum": "obs_929747bc1a4c792e47bb2e23",
        "repository_topics": "obs_23fe769f4757fabb3ac37561",
        "integrations": "obs_3ec647d06bebe8d9ddb246e6",
        "integration_fingerprint": "obs_033d6df8920f9058b057ddc8",
        "deployment_models": "obs_47214b23f7952e533ac6e05e",
        "extensibility": "obs_39ab921e6eaf758c178db142"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3676,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v1.19.0",
      "last_release_at": "2026-07-06T12:35:36Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v1.19.0",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_802775be60f1d8025ba02088",
        "version": "obs_f7ad57d573d422e33625e8c2",
        "last_release_at": "obs_090fdd56246ad6d63d4fb5e0",
        "last_release_url": "obs_d88fdff26d91c780cbd1ef81",
        "pushed_at": "obs_412bd7720ee0ef893a0d096c",
        "archived": "obs_e56bdb48f3efb09b48f3e590",
        "default_branch": "obs_18bce523ad50bbf88b415186",
        "default_branch_updated_at": "obs_e6fa755f1c39a87156b59028",
        "maintenance_status": "obs_715f7559efabd9ed3c75082b",
        "momentum": "obs_929747bc1a4c792e47bb2e23",
        "repository_topics": "obs_23fe769f4757fabb3ac37561",
        "integrations": "obs_3ec647d06bebe8d9ddb246e6",
        "integration_fingerprint": "obs_033d6df8920f9058b057ddc8",
        "deployment_models": "obs_47214b23f7952e533ac6e05e",
        "extensibility": "obs_39ab921e6eaf758c178db142"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3676,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v1.19.0",
      "last_release_at": "2026-07-06T12:35:36Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v1.19.0",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-17T12:02:57.061641Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_802775be60f1d8025ba02088",
        "version": "obs_f7ad57d573d422e33625e8c2",
        "last_release_at": "obs_090fdd56246ad6d63d4fb5e0",
        "last_release_url": "obs_d88fdff26d91c780cbd1ef81",
        "pushed_at": "obs_412bd7720ee0ef893a0d096c",
        "archived": "obs_e56bdb48f3efb09b48f3e590",
        "default_branch": "obs_18bce523ad50bbf88b415186",
        "default_branch_updated_at": "obs_e6fa755f1c39a87156b59028",
        "maintenance_status": "obs_715f7559efabd9ed3c75082b",
        "momentum": "obs_929747bc1a4c792e47bb2e23",
        "repository_topics": "obs_23fe769f4757fabb3ac37561",
        "integrations": "obs_3ec647d06bebe8d9ddb246e6",
        "integration_fingerprint": "obs_033d6df8920f9058b057ddc8",
        "deployment_models": "obs_47214b23f7952e533ac6e05e",
        "extensibility": "obs_39ab921e6eaf758c178db142"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3787,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v2.0.0-alpha.2",
      "last_release_at": "2026-07-21T15:09:38Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v2.0.0-alpha.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-28T10:17:34.274766Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_3c9a54f82317bab89852240b",
        "version": "obs_bf6c5fcd4a20e68c717f3296",
        "last_release_at": "obs_b08834356b33deb5345c8fd8",
        "last_release_url": "obs_501e423c0e6b170033b92be9",
        "pushed_at": "obs_76f83c3a860857c9e44691c1",
        "archived": "obs_82c9a2f67522344329e8051d",
        "default_branch": "obs_85b35600e7cb972ad05cd6e4",
        "default_branch_updated_at": "obs_5d068e45f519f2321b3536c3",
        "maintenance_status": "obs_21f2e02a15d02c315e4c91a1",
        "momentum": "obs_b8249dc97e04a85168bf2b18",
        "repository_topics": "obs_63b3ef7c07e521ab0f270d16",
        "integrations": "obs_fc381ae2d24d0ab3876abe60",
        "integration_fingerprint": "obs_dc35f0dbe9d1ccfd38d55eb2",
        "deployment_models": "obs_63291b2f72086ad6e03e1c5b",
        "extensibility": "obs_803b6e9334142acbe5057f0d"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3804,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v2.0.0-alpha.2",
      "last_release_at": "2026-07-21T15:09:38Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v2.0.0-alpha.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-29T10:17:05.832710Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_7071be42fae7c00de34c3e6c",
        "version": "obs_01af4d4bc566a485e9eaf9ff",
        "last_release_at": "obs_ef19032217bc0ea5398d7817",
        "last_release_url": "obs_3f6401d179de168ea6bc34b9",
        "pushed_at": "obs_a3b9f3a554fcf600f4a599cd",
        "archived": "obs_bd5e6e98f654a7077820e70d",
        "default_branch": "obs_32a54145600d3fc5b04a5cd9",
        "default_branch_updated_at": "obs_ea6d3b2fcec65dbec76904be",
        "maintenance_status": "obs_529c7f9cc7f90ee2209ac3d4",
        "momentum": "obs_9ce448fe8eb15945b11821ce",
        "repository_topics": "obs_9a577fa79c104239c861d03c",
        "integrations": "obs_9b2ad72a5757a5382db35471",
        "integration_fingerprint": "obs_5508284c995f50725f61a620",
        "deployment_models": "obs_1fb15dc1fca34621653aee9b",
        "extensibility": "obs_7dd4ee2fb2253961cfc0e607"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "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",
        "verification_stage"
      ],
      "date": "2026-07-30",
      "source_build_id": "git-d6c6d356a593"
    },
    {
      "id": "gh:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "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",
        "verification_stage"
      ],
      "date": "2026-07-31",
      "source_build_id": "git-1f6ab3b153e2"
    },
    {
      "id": "gh:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3832,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v2.0.0-alpha.2",
      "last_release_at": "2026-07-21T15:09:38Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v2.0.0-alpha.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-01T10:17:36.135498Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_02dd262f19a9ece7732c336a",
        "version": "obs_d7d1d3300a63db802559c36d",
        "last_release_at": "obs_85329eba59ebaaae31c9d757",
        "last_release_url": "obs_06095cf0acffea1495e538df",
        "pushed_at": "obs_226fd2c788cbcba425f093ee",
        "archived": "obs_991565f9408d157cd1f0de59",
        "default_branch": "obs_5a0b6126f420a9e226fb3389",
        "default_branch_updated_at": "obs_97d11c591bc2f0b1d3fcc584",
        "maintenance_status": "obs_e127a1a43a73d041314dd850",
        "momentum": "obs_c02340a3f8e89ce495f01d9a",
        "repository_topics": "obs_80d0d3e6efcfeb1bc3f67104",
        "integrations": "obs_39f0f2d5651e5ec4469959b3",
        "integration_fingerprint": "obs_904fa76f271415f4de41a517",
        "deployment_models": "obs_3174449192f20029572dcaee",
        "extensibility": "obs_7801b13297885c8736580e8e"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3840,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v2.0.0-alpha.2",
      "last_release_at": "2026-07-21T15:09:38Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v2.0.0-alpha.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-02T10:17:50.427312Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_81312876bfa2b80fbc349f95",
        "version": "obs_86d18c0d6b29d484dfb32577",
        "last_release_at": "obs_d671fe6883aecb19cda181f9",
        "last_release_url": "obs_b6701c5c1a9cd18b7f01de20",
        "pushed_at": "obs_60675174f886a9ec88f36905",
        "archived": "obs_b82ad05968c17c206d2815a7",
        "default_branch": "obs_bb1a41182199047d5a77a549",
        "default_branch_updated_at": "obs_ddeea1c140684f763273e7ee",
        "maintenance_status": "obs_317f27d9a6d3c4347616cc93",
        "momentum": "obs_7d263803a0440a0d344e0c94",
        "repository_topics": "obs_678f6013e5440645e1b74666",
        "integrations": "obs_a155618a705956afc46303b6",
        "integration_fingerprint": "obs_7e15bd12c2a8cb8f5e091754",
        "deployment_models": "obs_0a56e6e05baf0f6691fe2218",
        "extensibility": "obs_d7eefe8495ae67054ec81d65"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3847,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v2.0.0-alpha.2",
      "last_release_at": "2026-07-21T15:09:38Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v2.0.0-alpha.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_25caaeb0afe3359ea6ef0fd9",
        "version": "obs_1573946906fff9b1451a3d53",
        "last_release_at": "obs_addb801444be95d03369b1be",
        "last_release_url": "obs_52050669f70ec1ec7aa027ec",
        "pushed_at": "obs_654d1866e31d829fd396bab9",
        "archived": "obs_067d0987b4eced648200d357",
        "default_branch": "obs_297d8c78d12cf1aaef698880",
        "default_branch_updated_at": "obs_a0a6658ad1495a8f5ebd2081",
        "maintenance_status": "obs_fee1152ec51861c898d1c46c",
        "momentum": "obs_8510b8993202d02b5ac25f08",
        "repository_topics": "obs_d0521878342430f83dc537de",
        "integrations": "obs_c48f3cf3c49cf3fd08a099e5",
        "integration_fingerprint": "obs_76277947d3d09046000770b4",
        "deployment_models": "obs_babc430ac332d18affdf692a",
        "extensibility": "obs_4c95d39bff6f21e75e596914"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3847,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v2.0.0-alpha.2",
      "last_release_at": "2026-07-21T15:09:38Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v2.0.0-alpha.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_25caaeb0afe3359ea6ef0fd9",
        "version": "obs_1573946906fff9b1451a3d53",
        "last_release_at": "obs_addb801444be95d03369b1be",
        "last_release_url": "obs_52050669f70ec1ec7aa027ec",
        "pushed_at": "obs_654d1866e31d829fd396bab9",
        "archived": "obs_067d0987b4eced648200d357",
        "default_branch": "obs_297d8c78d12cf1aaef698880",
        "default_branch_updated_at": "obs_a0a6658ad1495a8f5ebd2081",
        "maintenance_status": "obs_fee1152ec51861c898d1c46c",
        "momentum": "obs_8510b8993202d02b5ac25f08",
        "repository_topics": "obs_d0521878342430f83dc537de",
        "integrations": "obs_c48f3cf3c49cf3fd08a099e5",
        "integration_fingerprint": "obs_76277947d3d09046000770b4",
        "deployment_models": "obs_babc430ac332d18affdf692a",
        "extensibility": "obs_4c95d39bff6f21e75e596914"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "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",
        "verification_stage"
      ],
      "date": "2026-08-05",
      "source_build_id": "git-e1dfd91c94e6"
    },
    {
      "id": "gh:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": null,
      "momentum": 8.0,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "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",
        "verification_stage"
      ],
      "date": "2026-08-06",
      "source_build_id": "git-0d13b053d175"
    },
    {
      "id": "gh:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3847,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v2.0.0-alpha.2",
      "last_release_at": "2026-07-21T15:09:38Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v2.0.0-alpha.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-03T10:18:05.351909Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_25caaeb0afe3359ea6ef0fd9",
        "version": "obs_1573946906fff9b1451a3d53",
        "last_release_at": "obs_addb801444be95d03369b1be",
        "last_release_url": "obs_52050669f70ec1ec7aa027ec",
        "pushed_at": "obs_654d1866e31d829fd396bab9",
        "archived": "obs_067d0987b4eced648200d357",
        "default_branch": "obs_297d8c78d12cf1aaef698880",
        "default_branch_updated_at": "obs_a0a6658ad1495a8f5ebd2081",
        "maintenance_status": "obs_fee1152ec51861c898d1c46c",
        "momentum": "obs_8510b8993202d02b5ac25f08",
        "repository_topics": "obs_d0521878342430f83dc537de",
        "integrations": "obs_c48f3cf3c49cf3fd08a099e5",
        "integration_fingerprint": "obs_76277947d3d09046000770b4",
        "deployment_models": "obs_babc430ac332d18affdf692a",
        "extensibility": "obs_4c95d39bff6f21e75e596914"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3906,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v2.0.0-alpha.2",
      "last_release_at": "2026-07-21T15:09:38Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v2.0.0-alpha.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-08T10:17:54.011012Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_8bbbaf25b78d843a5efcfa98",
        "version": "obs_e96d8ce88eb3efae9309d029",
        "last_release_at": "obs_41d28c858012464321e6bf5c",
        "last_release_url": "obs_07a5fae183ae197413d9ec22",
        "pushed_at": "obs_1bab68e21d5d0c83920aa824",
        "archived": "obs_cf4cac295c5152ba05706dcd",
        "default_branch": "obs_866e5de30c95274d3d3af994",
        "default_branch_updated_at": "obs_ca081ba3de9fd5b345970cf6",
        "maintenance_status": "obs_1677a24656fb01cfc10cdfd6",
        "momentum": "obs_92f8d5ba40508b87bcac21ab",
        "repository_topics": "obs_9338680168c0145ea447cf66",
        "integrations": "obs_cdec2ff1dcff7f18f78a151a",
        "integration_fingerprint": "obs_a63e94ed31f444a7a08189d5",
        "deployment_models": "obs_6732b9b175247c11693e9913",
        "extensibility": "obs_dd365b92416641be524ad785"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3913,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v2.0.0-alpha.2",
      "last_release_at": "2026-07-21T15:09:38Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v2.0.0-alpha.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-09T10:18:02.987681Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_96e4a04cdc09508d95f2dba6",
        "version": "obs_30f7928853120f4e7548d5e3",
        "last_release_at": "obs_3aafc8bce766407c067c7f31",
        "last_release_url": "obs_c4d015e20e29b57f6f2767a4",
        "pushed_at": "obs_94364f7bbe2bb3399cfe1c41",
        "archived": "obs_7577570344e4b449da370deb",
        "default_branch": "obs_6c6d1b6ff2c987e41c1ac80a",
        "default_branch_updated_at": "obs_e97681a0e71a820727610f04",
        "maintenance_status": "obs_ff2f802997a62ffc4427db32",
        "momentum": "obs_d2a316b61ce1a1fea47f290f",
        "repository_topics": "obs_b89090d4b0b29ddf68b2acb4",
        "integrations": "obs_9784b3846f429721d476e4d8",
        "integration_fingerprint": "obs_a4540a72501db07283174e3f",
        "deployment_models": "obs_daf5b73266c09fba77ed8ad0",
        "extensibility": "obs_36559683e4b903d7da492459"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3917,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v2.0.0-alpha.2",
      "last_release_at": "2026-07-21T15:09:38Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v2.0.0-alpha.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-10T10:18:02.453550Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_46fb44fd215f20353b30913e",
        "version": "obs_8859f0c7fd5ae5ecc833e8d6",
        "last_release_at": "obs_922ee4160cd16340793b985e",
        "last_release_url": "obs_c804a2d1c647662bf5f93e21",
        "pushed_at": "obs_556e828deecbdb9431ad5a5b",
        "archived": "obs_46d9af076378d4dcf7495d21",
        "default_branch": "obs_6eee65daa00bb4ee78984c2d",
        "default_branch_updated_at": "obs_30df106d42f7b25af9001031",
        "maintenance_status": "obs_b4555715598e7dd8c888fbd5",
        "momentum": "obs_d6e9a6f11028b434f9e1b908",
        "repository_topics": "obs_5bab5af04b1afe17b4c95736",
        "integrations": "obs_4f5e8a1aba829f5e8c2be8a7",
        "integration_fingerprint": "obs_9c0b904e62083a8571fab00b",
        "deployment_models": "obs_d05e1b73330f76ddfccde404",
        "extensibility": "obs_7c2475903b50b221c72c8907"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3933,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v2.0.0-alpha.2",
      "last_release_at": "2026-07-21T15:09:38Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v2.0.0-alpha.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-11T10:17:40.749121Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_1e434add313310a77e1887b4",
        "version": "obs_b9de1485f813112cc3815b90",
        "last_release_at": "obs_cd01ba678db9a8d4a2357c94",
        "last_release_url": "obs_ed9bf44ff44bae5e585c99f9",
        "pushed_at": "obs_df4083bfc062631d3f280a05",
        "archived": "obs_bfcd836e7dd538f4f2d45f79",
        "default_branch": "obs_457c62f1f398ff98ba037a59",
        "default_branch_updated_at": "obs_d06412f61fe75e513aec9d11",
        "maintenance_status": "obs_47abf160891419b6a6d04f0f",
        "momentum": "obs_63695fec7db66f39fbb7d996",
        "repository_topics": "obs_96e0f0d702fa6f36747d8b63",
        "integrations": "obs_263c8be6753c823838503cf6",
        "integration_fingerprint": "obs_a29b568013e793c204b994ce",
        "deployment_models": "obs_19ccdf56addb55ca16fbfae8",
        "extensibility": "obs_1bc15bc1025ee1dc0ca767d3"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3957,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v2.0.0-alpha.2",
      "last_release_at": "2026-07-21T15:09:38Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v2.0.0-alpha.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-12T17:38:47.185822Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_93f48f428f65a7ca3099a714",
        "version": "obs_6d6ead2d1d79034bc080abed",
        "last_release_at": "obs_12a729867335834445a79cc3",
        "last_release_url": "obs_84693a27da4a4f5263b7ab13",
        "pushed_at": "obs_6d51f7ce85758f361e317401",
        "archived": "obs_f0c99775c1799823ce14e653",
        "default_branch": "obs_515849ea53b071bd0522ba4d",
        "default_branch_updated_at": "obs_c4bbc020e6df6c080c9f4175",
        "maintenance_status": "obs_6c7809001332d3363aa10b4f",
        "momentum": "obs_f1f0b9a98d835ff493dff1cd",
        "repository_topics": "obs_88da5df9370c4df0f2e8de3a",
        "integrations": "obs_993cc2611177a722b620fc7a",
        "integration_fingerprint": "obs_edfffe8f39b7810dc28ceeb0",
        "deployment_models": "obs_62944a0e3815b9c378127e32",
        "extensibility": "obs_4f1b1d001a3da85cf5214c75"
      },
      "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:agentclientprotocol/agent-client-protocol",
      "score": 9.0,
      "popularity": 0.0,
      "stars": 3966,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 9.0,
        "novelty": 9.0,
        "momentum": 8.0,
        "maturity": 7.0,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 10.0,
        "setup_ease": 6.4
      },
      "tier": "Gold",
      "verdict": "try_now",
      "risk": "low",
      "verification_stage": "bounded_workflow_tested",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": "schema-v2.0.0-alpha.2",
      "last_release_at": "2026-07-21T15:09:38Z",
      "last_release_url": "https://github.com/agentclientprotocol/agent-client-protocol/releases/tag/schema-v2.0.0-alpha.2",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-08-13T19:31:03.163686Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_156f33312c795d2aa71e827b",
        "version": "obs_243214ddb334cc6fde130566",
        "last_release_at": "obs_ac07c0be51927999e68cfb61",
        "last_release_url": "obs_32ead7d9678d6d078c7176db",
        "pushed_at": "obs_af4a0a47c07453202c137142",
        "archived": "obs_8dca615bb543d5e3bb306dcb",
        "default_branch": "obs_a53268a4fa38f11881e7a417",
        "default_branch_updated_at": "obs_afe46c703b83924f742de697",
        "maintenance_status": "obs_60beb6b67122991a579c7b62",
        "momentum": "obs_6355261e5c6fa15466213406",
        "repository_topics": "obs_ce33c27259d0d6410027ed63",
        "integrations": "obs_1425db634865cb44fae955a2",
        "integration_fingerprint": "obs_53f448c441e4d0b8d26e8d01",
        "deployment_models": "obs_99bbfa065892c5f1061ac6eb",
        "extensibility": "obs_44874142c85a97b30704af4b"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-13",
      "source_build_id": "rr-20260813T202015Z-badadd6c8c80"
    }
  ],
  "changes": [
    {
      "id": "evt_d9f371bfbf6b842f768e",
      "entity_id": "gh:agentclientprotocol/agent-client-protocol",
      "item_url": "/item/acp-apache-2-0-open-standard-current-stable-v1-for-connecting-any-code-e/",
      "title": "ACP: Apache-2.0 Open Standard (Current Stable v1) for Connecting Any Code Editor to Any Coding Agent (JSON-RPC, 5 SDKs)",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-13T19:31:03.163686Z",
      "before": 3957,
      "after": 3966,
      "explanation": "Stars changed: 3957 → 3966.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 9.0,
      "entity_kind": "open_source",
      "verification_stage": "bounded_workflow_tested",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "coding_agent",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a",
        "Editor/agent developers + 5-SDK users that want the 5 first-party SDKs (Rust `agent-client-protocol` +"
      ],
      "risk_categories": [],
      "search_text": "acp: apache-2.0 open standard (current stable v1) for connecting any code editor to any coding agent (json-rpc, 5 sdks) agentclientprotocol open_source other gold low try_now coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a coding agent in their product without building a custom protocol br",
      "material_mover": false
    },
    {
      "id": "evt_72a78f181d21bfdb9bea",
      "entity_id": "gh:agentclientprotocol/agent-client-protocol",
      "item_url": "/item/acp-apache-2-0-open-standard-current-stable-v1-for-connecting-any-code-e/",
      "title": "ACP: Apache-2.0 Open Standard (Current Stable v1) for Connecting Any Code Editor to Any Coding Agent (JSON-RPC, 5 SDKs)",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-12T17:38:47.185822Z",
      "before": 3933,
      "after": 3957,
      "explanation": "Stars changed: 3933 → 3957.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 9.0,
      "entity_kind": "open_source",
      "verification_stage": "bounded_workflow_tested",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "coding_agent",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a",
        "Editor/agent developers + 5-SDK users that want the 5 first-party SDKs (Rust `agent-client-protocol` +"
      ],
      "risk_categories": [],
      "search_text": "acp: apache-2.0 open standard (current stable v1) for connecting any code editor to any coding agent (json-rpc, 5 sdks) agentclientprotocol open_source other gold low try_now coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a coding agent in their product without building a custom protocol br",
      "material_mover": false
    },
    {
      "id": "evt_fd98afd16cf5afda5b6e",
      "entity_id": "gh:agentclientprotocol/agent-client-protocol",
      "item_url": "/item/acp-apache-2-0-open-standard-current-stable-v1-for-connecting-any-code-e/",
      "title": "ACP: Apache-2.0 Open Standard (Current Stable v1) for Connecting Any Code Editor to Any Coding Agent (JSON-RPC, 5 SDKs)",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-11T10:17:40.749121Z",
      "before": 3917,
      "after": 3933,
      "explanation": "Stars changed: 3917 → 3933.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 9.0,
      "entity_kind": "open_source",
      "verification_stage": "bounded_workflow_tested",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "coding_agent",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a",
        "Editor/agent developers + 5-SDK users that want the 5 first-party SDKs (Rust `agent-client-protocol` +"
      ],
      "risk_categories": [],
      "search_text": "acp: apache-2.0 open standard (current stable v1) for connecting any code editor to any coding agent (json-rpc, 5 sdks) agentclientprotocol open_source other gold low try_now coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a coding agent in their product without building a custom protocol br",
      "material_mover": false
    },
    {
      "id": "evt_ca6c5a26e41db44a570d",
      "entity_id": "gh:agentclientprotocol/agent-client-protocol",
      "item_url": "/item/acp-apache-2-0-open-standard-current-stable-v1-for-connecting-any-code-e/",
      "title": "ACP: Apache-2.0 Open Standard (Current Stable v1) for Connecting Any Code Editor to Any Coding Agent (JSON-RPC, 5 SDKs)",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-10T10:18:02.453550Z",
      "before": 3913,
      "after": 3917,
      "explanation": "Stars changed: 3913 → 3917.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 9.0,
      "entity_kind": "open_source",
      "verification_stage": "bounded_workflow_tested",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "coding_agent",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a",
        "Editor/agent developers + 5-SDK users that want the 5 first-party SDKs (Rust `agent-client-protocol` +"
      ],
      "risk_categories": [],
      "search_text": "acp: apache-2.0 open standard (current stable v1) for connecting any code editor to any coding agent (json-rpc, 5 sdks) agentclientprotocol open_source other gold low try_now coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a coding agent in their product without building a custom protocol br",
      "material_mover": false
    },
    {
      "id": "evt_a95a7980b2986a2f7fcc",
      "entity_id": "gh:agentclientprotocol/agent-client-protocol",
      "item_url": "/item/acp-apache-2-0-open-standard-current-stable-v1-for-connecting-any-code-e/",
      "title": "ACP: Apache-2.0 Open Standard (Current Stable v1) for Connecting Any Code Editor to Any Coding Agent (JSON-RPC, 5 SDKs)",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-09T10:18:02.987681Z",
      "before": 3906,
      "after": 3913,
      "explanation": "Stars changed: 3906 → 3913.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 9.0,
      "entity_kind": "open_source",
      "verification_stage": "bounded_workflow_tested",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "coding_agent",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a",
        "Editor/agent developers + 5-SDK users that want the 5 first-party SDKs (Rust `agent-client-protocol` +"
      ],
      "risk_categories": [],
      "search_text": "acp: apache-2.0 open standard (current stable v1) for connecting any code editor to any coding agent (json-rpc, 5 sdks) agentclientprotocol open_source other gold low try_now coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a coding agent in their product without building a custom protocol br",
      "material_mover": false
    },
    {
      "id": "evt_39893420a0a25d983590",
      "entity_id": "gh:agentclientprotocol/agent-client-protocol",
      "item_url": "/item/acp-apache-2-0-open-standard-current-stable-v1-for-connecting-any-code-e/",
      "title": "ACP: Apache-2.0 Open Standard (Current Stable v1) for Connecting Any Code Editor to Any Coding Agent (JSON-RPC, 5 SDKs)",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-08T10:17:54.011012Z",
      "before": 3847,
      "after": 3906,
      "explanation": "Stars changed: 3847 → 3906.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 9.0,
      "entity_kind": "open_source",
      "verification_stage": "bounded_workflow_tested",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "coding_agent",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a",
        "Editor/agent developers + 5-SDK users that want the 5 first-party SDKs (Rust `agent-client-protocol` +"
      ],
      "risk_categories": [],
      "search_text": "acp: apache-2.0 open standard (current stable v1) for connecting any code editor to any coding agent (json-rpc, 5 sdks) agentclientprotocol open_source other gold low try_now coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a coding agent in their product without building a custom protocol br",
      "material_mover": false
    },
    {
      "id": "evt_c5b3b9b717d61008c17a",
      "entity_id": "gh:agentclientprotocol/agent-client-protocol",
      "item_url": "/item/acp-apache-2-0-open-standard-current-stable-v1-for-connecting-any-code-e/",
      "title": "ACP: Apache-2.0 Open Standard (Current Stable v1) for Connecting Any Code Editor to Any Coding Agent (JSON-RPC, 5 SDKs)",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-03T10:18:05.351909Z",
      "before": 3840,
      "after": 3847,
      "explanation": "Stars changed: 3840 → 3847.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 9.0,
      "entity_kind": "open_source",
      "verification_stage": "bounded_workflow_tested",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "coding_agent",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a",
        "Editor/agent developers + 5-SDK users that want the 5 first-party SDKs (Rust `agent-client-protocol` +"
      ],
      "risk_categories": [],
      "search_text": "acp: apache-2.0 open standard (current stable v1) for connecting any code editor to any coding agent (json-rpc, 5 sdks) agentclientprotocol open_source other gold low try_now coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a coding agent in their product without building a custom protocol br",
      "material_mover": false
    },
    {
      "id": "evt_3e76eed183c6de921d9e",
      "entity_id": "gh:agentclientprotocol/agent-client-protocol",
      "item_url": "/item/acp-apache-2-0-open-standard-current-stable-v1-for-connecting-any-code-e/",
      "title": "ACP: Apache-2.0 Open Standard (Current Stable v1) for Connecting Any Code Editor to Any Coding Agent (JSON-RPC, 5 SDKs)",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-02T10:17:50.427312Z",
      "before": 3832,
      "after": 3840,
      "explanation": "Stars changed: 3832 → 3840.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 9.0,
      "entity_kind": "open_source",
      "verification_stage": "bounded_workflow_tested",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "coding_agent",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a",
        "Editor/agent developers + 5-SDK users that want the 5 first-party SDKs (Rust `agent-client-protocol` +"
      ],
      "risk_categories": [],
      "search_text": "acp: apache-2.0 open standard (current stable v1) for connecting any code editor to any coding agent (json-rpc, 5 sdks) agentclientprotocol open_source other gold low try_now coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a coding agent in their product without building a custom protocol br",
      "material_mover": false
    },
    {
      "id": "evt_66cba1d2bfd64bdc273b",
      "entity_id": "gh:agentclientprotocol/agent-client-protocol",
      "item_url": "/item/acp-apache-2-0-open-standard-current-stable-v1-for-connecting-any-code-e/",
      "title": "ACP: Apache-2.0 Open Standard (Current Stable v1) for Connecting Any Code Editor to Any Coding Agent (JSON-RPC, 5 SDKs)",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-01T10:17:36.135498Z",
      "before": 3827,
      "after": 3832,
      "explanation": "Source-observed stars changed: 3827 → 3832. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_02dd262f19a9ece7732c336a",
        "after_observed_at": "2026-08-01T10:17:36.135498Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_58c2a6ce9302232847cb6cec",
        "before_observed_at": "2026-08-01T00:55:12.768643Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/agentclientprotocol/agent-client-protocol",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 9.0,
      "entity_kind": "open_source",
      "verification_stage": "bounded_workflow_tested",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "coding_agent",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a",
        "Editor/agent developers + 5-SDK users that want the 5 first-party SDKs (Rust `agent-client-protocol` +"
      ],
      "risk_categories": [],
      "search_text": "acp: apache-2.0 open standard (current stable v1) for connecting any code editor to any coding agent (json-rpc, 5 sdks) agentclientprotocol open_source other gold low try_now coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a coding agent in their product without building a custom protocol br",
      "material_mover": false
    },
    {
      "id": "evt_8658edc7d22f26e418ef",
      "entity_id": "gh:agentclientprotocol/agent-client-protocol",
      "item_url": "/item/acp-apache-2-0-open-standard-current-stable-v1-for-connecting-any-code-e/",
      "title": "ACP: Apache-2.0 Open Standard (Current Stable v1) for Connecting Any Code Editor to Any Coding Agent (JSON-RPC, 5 SDKs)",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-01T00:55:12.768643Z",
      "before": 3825,
      "after": 3827,
      "explanation": "Source-observed stars changed: 3825 → 3827. This reports the retained observation delta and does not infer why the upstream change occurred.",
      "explanation_scope": "source_observation_delta",
      "evidence_refs": {
        "after_observation_id": "obs_58c2a6ce9302232847cb6cec",
        "after_observed_at": "2026-08-01T00:55:12.768643Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_6c0d02ddefade8a4c8c15b27",
        "before_observed_at": "2026-08-01T00:27:28.080591Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/agentclientprotocol/agent-client-protocol",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 9.0,
      "entity_kind": "open_source",
      "verification_stage": "bounded_workflow_tested",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "coding_agent",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a",
        "Editor/agent developers + 5-SDK users that want the 5 first-party SDKs (Rust `agent-client-protocol` +"
      ],
      "risk_categories": [],
      "search_text": "acp: apache-2.0 open standard (current stable v1) for connecting any code editor to any coding agent (json-rpc, 5 sdks) agentclientprotocol open_source other gold low try_now coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a coding agent in their product without building a custom protocol br",
      "material_mover": false
    },
    {
      "id": "evt_4f2e3c1cb9d718b28a79",
      "entity_id": "gh:agentclientprotocol/agent-client-protocol",
      "item_url": "/item/acp-apache-2-0-open-standard-current-stable-v1-for-connecting-any-code-e/",
      "title": "ACP: Apache-2.0 Open Standard (Current Stable v1) for Connecting Any Code Editor to Any Coding Agent (JSON-RPC, 5 SDKs)",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-29T10:17:05.832710Z",
      "before": 3787,
      "after": 3804,
      "explanation": "Stars changed: 3787 → 3804.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 9.0,
      "entity_kind": "open_source",
      "verification_stage": "bounded_workflow_tested",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "coding_agent",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a",
        "Editor/agent developers + 5-SDK users that want the 5 first-party SDKs (Rust `agent-client-protocol` +"
      ],
      "risk_categories": [],
      "search_text": "acp: apache-2.0 open standard (current stable v1) for connecting any code editor to any coding agent (json-rpc, 5 sdks) agentclientprotocol open_source other gold low try_now coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a coding agent in their product without building a custom protocol br",
      "material_mover": false
    },
    {
      "id": "evt_f480753322b8c1422167",
      "entity_id": "gh:agentclientprotocol/agent-client-protocol",
      "item_url": "/item/acp-apache-2-0-open-standard-current-stable-v1-for-connecting-any-code-e/",
      "title": "ACP: Apache-2.0 Open Standard (Current Stable v1) for Connecting Any Code Editor to Any Coding Agent (JSON-RPC, 5 SDKs)",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-28T07:11:06.213377Z",
      "before": 3676,
      "after": 3787,
      "explanation": "Stars changed: 3676 → 3787.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 9.0,
      "entity_kind": "open_source",
      "verification_stage": "bounded_workflow_tested",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "coding_agent",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a",
        "Editor/agent developers + 5-SDK users that want the 5 first-party SDKs (Rust `agent-client-protocol` +"
      ],
      "risk_categories": [],
      "search_text": "acp: apache-2.0 open standard (current stable v1) for connecting any code editor to any coding agent (json-rpc, 5 sdks) agentclientprotocol open_source other gold low try_now coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a coding agent in their product without building a custom protocol br",
      "material_mover": true
    },
    {
      "id": "evt_0024e82e742e5328bead",
      "entity_id": "gh:agentclientprotocol/agent-client-protocol",
      "item_url": "/item/acp-apache-2-0-open-standard-current-stable-v1-for-connecting-any-code-e/",
      "title": "ACP: Apache-2.0 Open Standard (Current Stable v1) for Connecting Any Code Editor to Any Coding Agent (JSON-RPC, 5 SDKs)",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-07-28T07:11:06.213377Z",
      "before": "schema-v1.19.0",
      "after": "schema-v2.0.0-alpha.2",
      "explanation": "Version changed: schema-v1.19.0 → schema-v2.0.0-alpha.2.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 9.0,
      "entity_kind": "open_source",
      "verification_stage": "bounded_workflow_tested",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "coding_agent",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a",
        "Editor/agent developers + 5-SDK users that want the 5 first-party SDKs (Rust `agent-client-protocol` +"
      ],
      "risk_categories": [],
      "search_text": "acp: apache-2.0 open standard (current stable v1) for connecting any code editor to any coding agent (json-rpc, 5 sdks) agentclientprotocol open_source other gold low try_now coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a coding agent in their product without building a custom protocol br",
      "material_mover": false
    },
    {
      "id": "evt_af1b219b0afeff4e8c21",
      "entity_id": "gh:agentclientprotocol/agent-client-protocol",
      "item_url": "/item/acp-apache-2-0-open-standard-current-stable-v1-for-connecting-any-code-e/",
      "title": "ACP: Apache-2.0 Open Standard (Current Stable v1) for Connecting Any Code Editor to Any Coding Agent (JSON-RPC, 5 SDKs)",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T09:45:55.725732Z",
      "before": 3652,
      "after": 3676,
      "explanation": "Stars changed: 3652 → 3676.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 9.0,
      "entity_kind": "open_source",
      "verification_stage": "bounded_workflow_tested",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "coding_agent",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a",
        "Editor/agent developers + 5-SDK users that want the 5 first-party SDKs (Rust `agent-client-protocol` +"
      ],
      "risk_categories": [],
      "search_text": "acp: apache-2.0 open standard (current stable v1) for connecting any code editor to any coding agent (json-rpc, 5 sdks) agentclientprotocol open_source other gold low try_now coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a coding agent in their product without building a custom protocol br",
      "material_mover": false
    },
    {
      "id": "evt_97ea0793951f4813d67e",
      "entity_id": "gh:agentclientprotocol/agent-client-protocol",
      "item_url": "/item/acp-apache-2-0-open-standard-current-stable-v1-for-connecting-any-code-e/",
      "title": "ACP: Apache-2.0 Open Standard (Current Stable v1) for Connecting Any Code Editor to Any Coding Agent (JSON-RPC, 5 SDKs)",
      "category": "other",
      "kind": "verification_changed",
      "occurred_at": "2026-07-14T07:05:54.350937Z",
      "before": "discovered",
      "after": "bounded_workflow_tested",
      "explanation": "Verification changed: Discovered → Tested in a bounded workflow. 1 retained run(s), completed no later than this event, support the published stage.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {
        "after_snapshot_url": "/data/v1/snapshots/2026-07-14.json",
        "before_snapshot_url": "/data/v1/snapshots/2026-07-13.json",
        "before_source_build_id": "git-a57439d942f9",
        "entity_id": "gh:agentclientprotocol/agent-client-protocol",
        "latest_supporting_run_completed_at": "2026-07-14T04:56:48.478436Z",
        "supporting_run_ids": "cohort-20260713-acp-ndjson-read-callback-workflow-v3",
        "supporting_test_log_urls": "/data/v1/test-logs/run-636f686f72742d32303236303731332d6163702d6e646a736f6e2d726561642d63616c6c6261636b2d776f726b666c6f772d7633.txt"
      },
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 9.0,
      "entity_kind": "open_source",
      "verification_stage": "bounded_workflow_tested",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "coding_agent",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "Coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a",
        "Editor/agent developers + 5-SDK users that want the 5 first-party SDKs (Rust `agent-client-protocol` +"
      ],
      "risk_categories": [],
      "search_text": "acp: apache-2.0 open standard (current stable v1) for connecting any code editor to any coding agent (json-rpc, 5 sdks) agentclientprotocol open_source other gold low try_now coding-agent developers building new agents that need editor integrations + code-editor developers wanting to embed a coding agent in their product without building a custom protocol br",
      "material_mover": false
    }
  ]
}
