{
  "schema_version": "1.0.0",
  "verification_stage_contract": "bounded-workflow-v2",
  "generated_at": "2026-09-25T13:50:57.994663Z",
  "build_id": "rr-20260925T13505799466-6fd69c714fec",
  "entity_id": "gh:lsdefine/genericagent",
  "points": [
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13393,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.5",
      "last_release_at": "2026-07-11T02:57:14Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.5",
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-07-13T12:19:39.107338Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v1",
      "observation_refs": {
        "stars": "obs_fe00d56907d8d0fc2b1dfccc",
        "version": "obs_304810d5069e286dfd325b1f",
        "last_release_at": "obs_79dfd433fb75efb195a01a52",
        "last_release_url": "obs_85666ab04b5d159ba42d1fca",
        "pushed_at": "obs_a475a58d6cde2aeb73787b23",
        "archived": "obs_5f0dac77ac9d5c321b2d700c",
        "default_branch": "obs_0229f0860e47bbbb3d91982a",
        "default_branch_updated_at": "obs_cf2619cb1927d14ddb6ab4b0",
        "maintenance_status": "obs_4b89e4b554f4278fd8389aea",
        "momentum": "obs_8bc227076a39b5c026a2b658"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13466,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.5",
      "last_release_at": "2026-07-11T02:57:14Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.5",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_1ffa537659ff6df3e7b9e682",
        "version": "obs_5bd41daaef619f5d40b2d035",
        "last_release_at": "obs_9669c1fba7ae492a230bcc3a",
        "last_release_url": "obs_385b7715a020a70aac9a2e1a",
        "pushed_at": "obs_66682c1e367fe88ac972c30a",
        "archived": "obs_9dc229f3b4e08812ffbe435d",
        "default_branch": "obs_dcc0e0991b1c2bc4a78c70b2",
        "default_branch_updated_at": "obs_f575610a01d8a71b8da3eff7",
        "maintenance_status": "obs_c7ddbbd02b932aa7be724ea2",
        "momentum": "obs_9e7d32b88f0bf237c45bde79",
        "repository_topics": "obs_002cc507b95f2c11ffad7050",
        "integrations": "obs_e711bbbf0f47657b73c8804f",
        "integration_fingerprint": "obs_cf47ae2b260a468c5016ce37",
        "deployment_models": "obs_ebdc0b6ae5cf4553d5206f2a",
        "extensibility": "obs_d308611cd2a0e0b5724fa5e3"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13466,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.5",
      "last_release_at": "2026-07-11T02:57:14Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.5",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_1ffa537659ff6df3e7b9e682",
        "version": "obs_5bd41daaef619f5d40b2d035",
        "last_release_at": "obs_9669c1fba7ae492a230bcc3a",
        "last_release_url": "obs_385b7715a020a70aac9a2e1a",
        "pushed_at": "obs_66682c1e367fe88ac972c30a",
        "archived": "obs_9dc229f3b4e08812ffbe435d",
        "default_branch": "obs_dcc0e0991b1c2bc4a78c70b2",
        "default_branch_updated_at": "obs_f575610a01d8a71b8da3eff7",
        "maintenance_status": "obs_c7ddbbd02b932aa7be724ea2",
        "momentum": "obs_9e7d32b88f0bf237c45bde79",
        "repository_topics": "obs_002cc507b95f2c11ffad7050",
        "integrations": "obs_e711bbbf0f47657b73c8804f",
        "integration_fingerprint": "obs_cf47ae2b260a468c5016ce37",
        "deployment_models": "obs_ebdc0b6ae5cf4553d5206f2a",
        "extensibility": "obs_d308611cd2a0e0b5724fa5e3"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13466,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.5",
      "last_release_at": "2026-07-11T02:57:14Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.5",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_1ffa537659ff6df3e7b9e682",
        "version": "obs_5bd41daaef619f5d40b2d035",
        "last_release_at": "obs_9669c1fba7ae492a230bcc3a",
        "last_release_url": "obs_385b7715a020a70aac9a2e1a",
        "pushed_at": "obs_66682c1e367fe88ac972c30a",
        "archived": "obs_9dc229f3b4e08812ffbe435d",
        "default_branch": "obs_dcc0e0991b1c2bc4a78c70b2",
        "default_branch_updated_at": "obs_f575610a01d8a71b8da3eff7",
        "maintenance_status": "obs_c7ddbbd02b932aa7be724ea2",
        "momentum": "obs_9e7d32b88f0bf237c45bde79",
        "repository_topics": "obs_002cc507b95f2c11ffad7050",
        "integrations": "obs_e711bbbf0f47657b73c8804f",
        "integration_fingerprint": "obs_cf47ae2b260a468c5016ce37",
        "deployment_models": "obs_ebdc0b6ae5cf4553d5206f2a",
        "extensibility": "obs_d308611cd2a0e0b5724fa5e3"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13466,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.5",
      "last_release_at": "2026-07-11T02:57:14Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.5",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_1ffa537659ff6df3e7b9e682",
        "version": "obs_5bd41daaef619f5d40b2d035",
        "last_release_at": "obs_9669c1fba7ae492a230bcc3a",
        "last_release_url": "obs_385b7715a020a70aac9a2e1a",
        "pushed_at": "obs_66682c1e367fe88ac972c30a",
        "archived": "obs_9dc229f3b4e08812ffbe435d",
        "default_branch": "obs_dcc0e0991b1c2bc4a78c70b2",
        "default_branch_updated_at": "obs_f575610a01d8a71b8da3eff7",
        "maintenance_status": "obs_c7ddbbd02b932aa7be724ea2",
        "momentum": "obs_9e7d32b88f0bf237c45bde79",
        "repository_topics": "obs_002cc507b95f2c11ffad7050",
        "integrations": "obs_e711bbbf0f47657b73c8804f",
        "integration_fingerprint": "obs_cf47ae2b260a468c5016ce37",
        "deployment_models": "obs_ebdc0b6ae5cf4553d5206f2a",
        "extensibility": "obs_d308611cd2a0e0b5724fa5e3"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13466,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.5",
      "last_release_at": "2026-07-11T02:57:14Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.5",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_1ffa537659ff6df3e7b9e682",
        "version": "obs_5bd41daaef619f5d40b2d035",
        "last_release_at": "obs_9669c1fba7ae492a230bcc3a",
        "last_release_url": "obs_385b7715a020a70aac9a2e1a",
        "pushed_at": "obs_66682c1e367fe88ac972c30a",
        "archived": "obs_9dc229f3b4e08812ffbe435d",
        "default_branch": "obs_dcc0e0991b1c2bc4a78c70b2",
        "default_branch_updated_at": "obs_f575610a01d8a71b8da3eff7",
        "maintenance_status": "obs_c7ddbbd02b932aa7be724ea2",
        "momentum": "obs_9e7d32b88f0bf237c45bde79",
        "repository_topics": "obs_002cc507b95f2c11ffad7050",
        "integrations": "obs_e711bbbf0f47657b73c8804f",
        "integration_fingerprint": "obs_cf47ae2b260a468c5016ce37",
        "deployment_models": "obs_ebdc0b6ae5cf4553d5206f2a",
        "extensibility": "obs_d308611cd2a0e0b5724fa5e3"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13591,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_6e80df577dcff0439e48b684",
        "version": "obs_d8a5d1a2e18185a1a33f4835",
        "last_release_at": "obs_8e07833c4f91439a8a8688b5",
        "last_release_url": "obs_70f8dd724655391a1ada691a",
        "pushed_at": "obs_40845d6993a0ffa3466d0391",
        "archived": "obs_cc0056ab24cbe88521a29bcf",
        "default_branch": "obs_478fb863535e70facb5f129f",
        "default_branch_updated_at": "obs_aae7bb6f60e032e3bc9445f0",
        "maintenance_status": "obs_68448f7c30a7a48a02b48b6f",
        "momentum": "obs_4c53aea30051b3191702fa9c",
        "repository_topics": "obs_99370d8ef011d063aebf8d60",
        "integrations": "obs_9f1ecad80d596bb5ea59f559",
        "integration_fingerprint": "obs_1a1954f7108bef29d4740007",
        "deployment_models": "obs_d6290525e014fecbbe7e6618",
        "extensibility": "obs_70474773ad794ba0d2254df5"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13605,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_4a5d441e0930a8bf8754ac84",
        "version": "obs_5043f170b1aa1ace50f350f5",
        "last_release_at": "obs_c111b0ebd2eff53c9a6388db",
        "last_release_url": "obs_71605485723bd7aed3b6d823",
        "pushed_at": "obs_a4e866b18822314ec0ec47cd",
        "archived": "obs_cb06fdcc16b3b7863a997759",
        "default_branch": "obs_5a148aa35104b15e76d29d74",
        "default_branch_updated_at": "obs_34652428ccb76b47e15c9bef",
        "maintenance_status": "obs_4e75f8bed9344e736342faf8",
        "momentum": "obs_85dd946e9d99b14f4dfc900d",
        "repository_topics": "obs_972278c96367dbdd0b803363",
        "integrations": "obs_6432abc1a62b39196afe91f8",
        "integration_fingerprint": "obs_881a5f4670a577f31b8be96a",
        "deployment_models": "obs_f5cf521cda6dcafd3b98d68e",
        "extensibility": "obs_5a66127ec79fa8ee7691a0e6"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "2026-07-30",
      "source_build_id": "git-d6c6d356a593"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "2026-07-31",
      "source_build_id": "git-1f6ab3b153e2"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13622,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_e12aac2701393fc87f0b7e91",
        "version": "obs_ae6ccd5958699c89fc4a725f",
        "last_release_at": "obs_eb95375bfb52816cc085de6c",
        "last_release_url": "obs_d3efa5e809298236a44a3a08",
        "pushed_at": "obs_fdbae15fd55018509be367cf",
        "archived": "obs_16395ed871cf44ef323b65a5",
        "default_branch": "obs_c008b486c75f7cae22fb4f2b",
        "default_branch_updated_at": "obs_575d7a270aea8d35499dfcdb",
        "maintenance_status": "obs_962edf098a021cc99bf72996",
        "momentum": "obs_61bf6aa021c897208fc20aee",
        "repository_topics": "obs_5dca9ec7edf2cbfb2997b47b",
        "integrations": "obs_966e31239e50c455def4e38e",
        "integration_fingerprint": "obs_29e719ba6423530c0a0a9c58",
        "deployment_models": "obs_166f29134f9708062f00f11c",
        "extensibility": "obs_e969fb79311c9448dbb91d99"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13626,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_016f1d8ad5220a4adbd5f521",
        "version": "obs_bb2e879143a824a89cb2c431",
        "last_release_at": "obs_1816d370d99c067227119c36",
        "last_release_url": "obs_9235ff6cb9ebfcc84f66ef3a",
        "pushed_at": "obs_a216c5693b426a124020e944",
        "archived": "obs_684f1931e7fbff8d0bf3d3c2",
        "default_branch": "obs_e4d8f6b5772cb24787590be7",
        "default_branch_updated_at": "obs_2aba3c06935ce3c17dca261e",
        "maintenance_status": "obs_a923b5e17da2b0a004c308ea",
        "momentum": "obs_b5ccf005bdf46e91d42ca1c7",
        "repository_topics": "obs_ad378d7fc6c0bced0fb756eb",
        "integrations": "obs_31d4b96b506e4bc856165f4f",
        "integration_fingerprint": "obs_579584f498d21dd02b6b7ad6",
        "deployment_models": "obs_10baa40ff236fec7e82db716",
        "extensibility": "obs_92857faa001f1ef5274b0240"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13637,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_4f9d6c397c403667c34f594e",
        "version": "obs_3e2863d56283389b9bf36887",
        "last_release_at": "obs_af38f5c57bce85fd2ab5263d",
        "last_release_url": "obs_437443388820ab5abde8ab4b",
        "pushed_at": "obs_28380e685062b26cecd4fc72",
        "archived": "obs_6238fc4e8cd50cf865227fd3",
        "default_branch": "obs_6ae49aa70eeb7c939e8f4c9d",
        "default_branch_updated_at": "obs_b657594b8bc0211ea645d8f8",
        "maintenance_status": "obs_ceffa1df5cac62addf288cc3",
        "momentum": "obs_4b3f2e871436c1cd1d8f95e8",
        "repository_topics": "obs_6505beddfe60ac96e22680f7",
        "integrations": "obs_a86829a8379cbf73109a7db3",
        "integration_fingerprint": "obs_186df6409d2b05a18387a4e2",
        "deployment_models": "obs_83cab43f45dcd2a4ef4c03e1",
        "extensibility": "obs_1001a9ff34207dc8c452a56c"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13637,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_4f9d6c397c403667c34f594e",
        "version": "obs_3e2863d56283389b9bf36887",
        "last_release_at": "obs_af38f5c57bce85fd2ab5263d",
        "last_release_url": "obs_437443388820ab5abde8ab4b",
        "pushed_at": "obs_28380e685062b26cecd4fc72",
        "archived": "obs_6238fc4e8cd50cf865227fd3",
        "default_branch": "obs_6ae49aa70eeb7c939e8f4c9d",
        "default_branch_updated_at": "obs_b657594b8bc0211ea645d8f8",
        "maintenance_status": "obs_ceffa1df5cac62addf288cc3",
        "momentum": "obs_4b3f2e871436c1cd1d8f95e8",
        "repository_topics": "obs_6505beddfe60ac96e22680f7",
        "integrations": "obs_a86829a8379cbf73109a7db3",
        "integration_fingerprint": "obs_186df6409d2b05a18387a4e2",
        "deployment_models": "obs_83cab43f45dcd2a4ef4c03e1",
        "extensibility": "obs_1001a9ff34207dc8c452a56c"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "2026-08-05",
      "source_build_id": "git-e1dfd91c94e6"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "2026-08-06",
      "source_build_id": "git-0d13b053d175"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13637,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_4f9d6c397c403667c34f594e",
        "version": "obs_3e2863d56283389b9bf36887",
        "last_release_at": "obs_af38f5c57bce85fd2ab5263d",
        "last_release_url": "obs_437443388820ab5abde8ab4b",
        "pushed_at": "obs_28380e685062b26cecd4fc72",
        "archived": "obs_6238fc4e8cd50cf865227fd3",
        "default_branch": "obs_6ae49aa70eeb7c939e8f4c9d",
        "default_branch_updated_at": "obs_b657594b8bc0211ea645d8f8",
        "maintenance_status": "obs_ceffa1df5cac62addf288cc3",
        "momentum": "obs_4b3f2e871436c1cd1d8f95e8",
        "repository_topics": "obs_6505beddfe60ac96e22680f7",
        "integrations": "obs_a86829a8379cbf73109a7db3",
        "integration_fingerprint": "obs_186df6409d2b05a18387a4e2",
        "deployment_models": "obs_83cab43f45dcd2a4ef4c03e1",
        "extensibility": "obs_1001a9ff34207dc8c452a56c"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13696,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_e9af05512ddde0dd16247f21",
        "version": "obs_7356b468a8d2eb9e34d5803e",
        "last_release_at": "obs_ddc35de22b8f3d635280dcae",
        "last_release_url": "obs_27a137734a0731c0763cbbd7",
        "pushed_at": "obs_1578e47de13f67bb0d411da1",
        "archived": "obs_031cab0e83c72332df467d89",
        "default_branch": "obs_6cf55bcfc2a005ee8c03bf00",
        "default_branch_updated_at": "obs_b59b5fa664bd7149a794d71b",
        "maintenance_status": "obs_393e20845eb897da725a8518",
        "momentum": "obs_28c65ba2a4c2ecee552eb448",
        "repository_topics": "obs_621bf992c4b5695214d1c962",
        "integrations": "obs_66b3076b45fcac9f6d95ea28",
        "integration_fingerprint": "obs_7b3d56df301652dec897cb4c",
        "deployment_models": "obs_88046bf0a14315660c0a0ddf",
        "extensibility": "obs_05c03b77a53753ce04b35a3c"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13708,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_105da68ac7cd53c155d19acd",
        "version": "obs_a182c5f705cd8a577d8b6d05",
        "last_release_at": "obs_7992c788804776a0211b162b",
        "last_release_url": "obs_582317e9aa53bfb94b7c6dd3",
        "pushed_at": "obs_e516cd181308aab792597d57",
        "archived": "obs_bd853737c61d8ee07a8708ab",
        "default_branch": "obs_b89a11805ee1887e46344e3d",
        "default_branch_updated_at": "obs_76922ac5a2fad3fd11e096de",
        "maintenance_status": "obs_72468aac935a32a4a72b4d23",
        "momentum": "obs_85536cac251f9ca976a4c5f8",
        "repository_topics": "obs_de8b5bf6f135f55862a14593",
        "integrations": "obs_7396f2f9d27e24c1cce2cc9b",
        "integration_fingerprint": "obs_24b13706c649393a142aef8a",
        "deployment_models": "obs_14fa23fae240eb5ec1b0dbe4",
        "extensibility": "obs_0abf48619966d93a8e997c5f"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13719,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_e1fcb81df02fecebb351f300",
        "version": "obs_b7465c457c65212417563f0d",
        "last_release_at": "obs_c150090255929d9fe56156d7",
        "last_release_url": "obs_02c2945c5230e12a5e316ebd",
        "pushed_at": "obs_25d919ca96468d10e53f0d7e",
        "archived": "obs_8ccc94dacf36f6bf9e02dfe0",
        "default_branch": "obs_9bc060695db86335c151b0c8",
        "default_branch_updated_at": "obs_00400482cab4a9ecb44a7587",
        "maintenance_status": "obs_049714d777a00a43067ce426",
        "momentum": "obs_980961b4fe94e0dbfbd7c6b3",
        "repository_topics": "obs_9f28a1ff8ba77ecbbe2cf21e",
        "integrations": "obs_4a0dde3a732eeb5a846ec75e",
        "integration_fingerprint": "obs_9192309e11c6ade493b4d14b",
        "deployment_models": "obs_c0cacbe0000e3ffcecb52c14",
        "extensibility": "obs_a00e5e06e0403d9f1648020c"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13736,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_e2cffdefa4541008784a9cb9",
        "version": "obs_c9a8a4d6f35d9f32992cd042",
        "last_release_at": "obs_2e3e7c81fc6f96155193a460",
        "last_release_url": "obs_15bf3d9dc28b7dc7db48da34",
        "pushed_at": "obs_6c65773c7813ca0b843944cf",
        "archived": "obs_268bce548cf6ca66ba8e8638",
        "default_branch": "obs_68ca690a896e12b6857284f5",
        "default_branch_updated_at": "obs_912d4b9ffa821bd5893eba6e",
        "maintenance_status": "obs_458486df5a39ff67cfb1bce5",
        "momentum": "obs_e0a9d1a31d027e39fa77bd15",
        "repository_topics": "obs_1bb10aa2ef8011dfa859bb41",
        "integrations": "obs_bc436dad0e1ef7a492b29c55",
        "integration_fingerprint": "obs_9b25753098819cbab64adc5d",
        "deployment_models": "obs_b5a6e2e8c295bcef3139c3b1",
        "extensibility": "obs_9034a25d1bf428f0ea0abce7"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13753,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_301a561897a13e52af5c4454",
        "version": "obs_f237c6743f746931b6a2dc48",
        "last_release_at": "obs_298343e455110a82ceb09f0d",
        "last_release_url": "obs_f62d15aff25cb342886732e6",
        "pushed_at": "obs_5f15bfffaeed055c5e45da84",
        "archived": "obs_469bc35ba1ad5fdc233d999f",
        "default_branch": "obs_72b8ddd5aba51f73a653def7",
        "default_branch_updated_at": "obs_b04b37409584a47d56e15fb7",
        "maintenance_status": "obs_a3b97f73a3059c744ace5401",
        "momentum": "obs_cea8b95588da2f5c833dd03d",
        "repository_topics": "obs_74524293409b1a16791fe588",
        "integrations": "obs_8372eb80aa0d5e07273a348c",
        "integration_fingerprint": "obs_cf27f8e99b08959da93ae1b9",
        "deployment_models": "obs_cf56bd27806d5070ef8a4259",
        "extensibility": "obs_dec5f3451aa64c86cc0bdbf2"
      },
      "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:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13762,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "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_1e333043e58e016a6214b9e6",
        "version": "obs_cde8ac0be13113df76e2fa42",
        "last_release_at": "obs_21478fba1e2a0d6691cf2dbf",
        "last_release_url": "obs_0a3c0bd1790ac7f90de5798a",
        "pushed_at": "obs_4ab6a6593c64c7d2ff71ddf9",
        "archived": "obs_442cb7c09f0a4a9be7d43d6c",
        "default_branch": "obs_b7e7d2cf3a70411779127e04",
        "default_branch_updated_at": "obs_bc1a9af330bdb7a99309f731",
        "maintenance_status": "obs_a56f28e9ce5e2fa20b157f0d",
        "momentum": "obs_d92441fcddb783352ff6b8fc",
        "repository_topics": "obs_1e477c35874c9a55cec0011e",
        "integrations": "obs_5de0c52db7edb38969bbc349",
        "integration_fingerprint": "obs_b9ba0313341e22ea9abb75fd",
        "deployment_models": "obs_aeb3bb814bce5b4a6c8f68e1",
        "extensibility": "obs_9cf0f51a807debbffe245c81"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-13",
      "source_build_id": "rr-20260813T202015Z-badadd6c8c80"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13773,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-08-14T12:38:50.215537Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_d405b93b9a3113baf049266f",
        "version": "obs_3285c3a00cc22df1b09433db",
        "last_release_at": "obs_ad6e8f5adf66d21ab788fdde",
        "last_release_url": "obs_60e67208d23567023ddba110",
        "pushed_at": "obs_edb8ca85aea3b3b11542eb5e",
        "archived": "obs_a164563fd93a3714100d7771",
        "default_branch": "obs_b532e8fe43d9e803da002b54",
        "default_branch_updated_at": "obs_b60e6cad7caa5ad04e61899e",
        "maintenance_status": "obs_ad5d36ecdc001d8f24e70427",
        "momentum": "obs_f4d336ce2c1b7a3fb6de2b35",
        "repository_topics": "obs_73f62a9dbcfad0e8f6dff5cb",
        "integrations": "obs_72a404908e9190df049c384c",
        "integration_fingerprint": "obs_cf4ea62a27a4a4663937ad41",
        "deployment_models": "obs_02d840cbfd055fd3e6f5a7e7",
        "extensibility": "obs_5c1d4ee2a2e94af406c66af2"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-14",
      "source_build_id": "rr-20260814T220128Z-2ba7ee9db405"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13773,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-08-14T12:38:50.215537Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_d405b93b9a3113baf049266f",
        "version": "obs_3285c3a00cc22df1b09433db",
        "last_release_at": "obs_ad6e8f5adf66d21ab788fdde",
        "last_release_url": "obs_60e67208d23567023ddba110",
        "pushed_at": "obs_edb8ca85aea3b3b11542eb5e",
        "archived": "obs_a164563fd93a3714100d7771",
        "default_branch": "obs_b532e8fe43d9e803da002b54",
        "default_branch_updated_at": "obs_b60e6cad7caa5ad04e61899e",
        "maintenance_status": "obs_ad5d36ecdc001d8f24e70427",
        "momentum": "obs_f4d336ce2c1b7a3fb6de2b35",
        "repository_topics": "obs_73f62a9dbcfad0e8f6dff5cb",
        "integrations": "obs_72a404908e9190df049c384c",
        "integration_fingerprint": "obs_cf4ea62a27a4a4663937ad41",
        "deployment_models": "obs_02d840cbfd055fd3e6f5a7e7",
        "extensibility": "obs_5c1d4ee2a2e94af406c66af2"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-15",
      "source_build_id": "rr-20260815T002448Z-11a806e68583"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13782,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-08-17T10:17:27.783425Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_7f27d0e59a10564548aa36ef",
        "version": "obs_c3259a2821474af7a6b3b0cf",
        "last_release_at": "obs_90e5d8b05300294d9442cc7e",
        "last_release_url": "obs_d5fed0180452c5e9451d7d85",
        "pushed_at": "obs_ce25fd7a337d460a5eb0342f",
        "archived": "obs_9128ca2c818d938f9e9f8787",
        "default_branch": "obs_22ca5a59d1d37b9a02c44c04",
        "default_branch_updated_at": "obs_2beb4931e18a979d1a3beab1",
        "maintenance_status": "obs_d66fd23eb36961f97d6e7668",
        "momentum": "obs_e8bdd379cca01bf1c781677e",
        "repository_topics": "obs_c9279187ee72bdd9fd2fdc6f",
        "integrations": "obs_441d41f2404c368eba9c646e",
        "integration_fingerprint": "obs_bddc050ae022f8a364ce8e91",
        "deployment_models": "obs_571d0ea70fa71e3f086514fb",
        "extensibility": "obs_7f9cb8128ff8e7ea0fb2db90"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-17",
      "source_build_id": "rr-20260817T220047Z-3eff82c28710"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13791,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-08-18T10:17:33.699174Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_55a2092cb6aa1d50a1386def",
        "version": "obs_79fcf582154584ad2026e756",
        "last_release_at": "obs_15e8f1e4590099902bc35b7e",
        "last_release_url": "obs_3c886e94486136eb71330a2c",
        "pushed_at": "obs_4b580e0290b5c1a5a534b4f1",
        "archived": "obs_b3e653962732481d03029ce2",
        "default_branch": "obs_3e50ff858df52aed0f3fa9e9",
        "default_branch_updated_at": "obs_aef919ffd12191f6f5cb24ab",
        "maintenance_status": "obs_c402d19b95cec7d9ccf7e174",
        "momentum": "obs_88daaa331c8a5c87f414b972",
        "repository_topics": "obs_f0475497c2ecf06bb4b7eb68",
        "integrations": "obs_58023aae417dc62c260dca9b",
        "integration_fingerprint": "obs_db2318c645c53516a6c24288",
        "deployment_models": "obs_27d3e70f472a545eeda0d516",
        "extensibility": "obs_9c7ad0db3abfa318c0660759"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-18",
      "source_build_id": "rr-20260818T184400Z-a23ed8bfcd80"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13791,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-08-18T10:17:33.699174Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_55a2092cb6aa1d50a1386def",
        "version": "obs_79fcf582154584ad2026e756",
        "last_release_at": "obs_15e8f1e4590099902bc35b7e",
        "last_release_url": "obs_3c886e94486136eb71330a2c",
        "pushed_at": "obs_4b580e0290b5c1a5a534b4f1",
        "archived": "obs_b3e653962732481d03029ce2",
        "default_branch": "obs_3e50ff858df52aed0f3fa9e9",
        "default_branch_updated_at": "obs_aef919ffd12191f6f5cb24ab",
        "maintenance_status": "obs_c402d19b95cec7d9ccf7e174",
        "momentum": "obs_88daaa331c8a5c87f414b972",
        "repository_topics": "obs_f0475497c2ecf06bb4b7eb68",
        "integrations": "obs_58023aae417dc62c260dca9b",
        "integration_fingerprint": "obs_db2318c645c53516a6c24288",
        "deployment_models": "obs_27d3e70f472a545eeda0d516",
        "extensibility": "obs_9c7ad0db3abfa318c0660759"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-19",
      "source_build_id": "rr-20260819T220056Z-f72101397689"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13791,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-08-18T10:17:33.699174Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_55a2092cb6aa1d50a1386def",
        "version": "obs_79fcf582154584ad2026e756",
        "last_release_at": "obs_15e8f1e4590099902bc35b7e",
        "last_release_url": "obs_3c886e94486136eb71330a2c",
        "pushed_at": "obs_4b580e0290b5c1a5a534b4f1",
        "archived": "obs_b3e653962732481d03029ce2",
        "default_branch": "obs_3e50ff858df52aed0f3fa9e9",
        "default_branch_updated_at": "obs_aef919ffd12191f6f5cb24ab",
        "maintenance_status": "obs_c402d19b95cec7d9ccf7e174",
        "momentum": "obs_88daaa331c8a5c87f414b972",
        "repository_topics": "obs_f0475497c2ecf06bb4b7eb68",
        "integrations": "obs_58023aae417dc62c260dca9b",
        "integration_fingerprint": "obs_db2318c645c53516a6c24288",
        "deployment_models": "obs_27d3e70f472a545eeda0d516",
        "extensibility": "obs_9c7ad0db3abfa318c0660759"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-20",
      "source_build_id": "rr-20260820T220034Z-f18b1777e0a1"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 13834,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.1.8",
      "last_release_at": "2026-07-21T03:00:21Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.1.8",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-08-21T10:18:14.478827Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_eef54b02d3a3fe828ef4daa6",
        "version": "obs_d4ade29ec9059c9fb4355d41",
        "last_release_at": "obs_dc3178033779f812b3732350",
        "last_release_url": "obs_fa99b4aa60a55ad68151a4aa",
        "pushed_at": "obs_a20f79ceaa4269d16f2b6228",
        "archived": "obs_dbe567c1380c7f952c489225",
        "default_branch": "obs_ed48db68f754eb21aea47a9a",
        "default_branch_updated_at": "obs_33b3361ce5f563bc8e101c93",
        "maintenance_status": "obs_5665ccc1acd2713a3a852832",
        "momentum": "obs_54ffe718193d07e36eb37dbd",
        "repository_topics": "obs_84d7bcead2c5cf24c3fd85f1",
        "integrations": "obs_de1f8393b0dfe2f01f31d07f",
        "integration_fingerprint": "obs_caf615c53375ee2c8830f3d2",
        "deployment_models": "obs_d692411320fb1eb46a14015f",
        "extensibility": "obs_f243d3b1ab662ffb04b11e86"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-21",
      "source_build_id": "rr-20260821T201849Z-8c0156d1129f"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "2026-08-25",
      "source_build_id": "git-7a936f4ee51c"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14042,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-08-26T18:12:12.074447Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_9ed6635df41e17b82ca1953f",
        "version": "obs_6fca45c7de88671017bb94b0",
        "last_release_at": "obs_1c7a13dc78c40753d3a0dc3f",
        "last_release_url": "obs_c7a89a4415427e995a2b2f3e",
        "pushed_at": "obs_3e420543bd160be7497bb37f",
        "archived": "obs_49eec6c907dca1e57dbd6795",
        "default_branch": "obs_1c4b5fe97f18c787793b1b05",
        "default_branch_updated_at": "obs_552fa864ac955eedb00a80e2",
        "maintenance_status": "obs_38c18c5777a188d9a7846e7d",
        "momentum": "obs_6d8ed232f487003b3a30232e",
        "repository_topics": "obs_d18a502aef09af370ee0d63e",
        "integrations": "obs_83e0c17b3bd81f56ad7764b2",
        "integration_fingerprint": "obs_894045a45b18682d98bb35b9",
        "deployment_models": "obs_c4c7e1a8a708251c64fac1a9",
        "extensibility": "obs_b8d7d758672af82fb7e0e659"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-26",
      "source_build_id": "rr-20260826T18121207444-67a1f35bc9eb"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14042,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-08-26T18:12:12.074447Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_9ed6635df41e17b82ca1953f",
        "version": "obs_6fca45c7de88671017bb94b0",
        "last_release_at": "obs_1c7a13dc78c40753d3a0dc3f",
        "last_release_url": "obs_c7a89a4415427e995a2b2f3e",
        "pushed_at": "obs_3e420543bd160be7497bb37f",
        "archived": "obs_49eec6c907dca1e57dbd6795",
        "default_branch": "obs_1c4b5fe97f18c787793b1b05",
        "default_branch_updated_at": "obs_552fa864ac955eedb00a80e2",
        "maintenance_status": "obs_38c18c5777a188d9a7846e7d",
        "momentum": "obs_6d8ed232f487003b3a30232e",
        "repository_topics": "obs_d18a502aef09af370ee0d63e",
        "integrations": "obs_83e0c17b3bd81f56ad7764b2",
        "integration_fingerprint": "obs_894045a45b18682d98bb35b9",
        "deployment_models": "obs_c4c7e1a8a708251c64fac1a9",
        "extensibility": "obs_b8d7d758672af82fb7e0e659"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-28",
      "source_build_id": "rr-20260828T185043Z-e21672a963ed"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14042,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-08-26T18:12:12.074447Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_9ed6635df41e17b82ca1953f",
        "version": "obs_6fca45c7de88671017bb94b0",
        "last_release_at": "obs_1c7a13dc78c40753d3a0dc3f",
        "last_release_url": "obs_c7a89a4415427e995a2b2f3e",
        "pushed_at": "obs_3e420543bd160be7497bb37f",
        "archived": "obs_49eec6c907dca1e57dbd6795",
        "default_branch": "obs_1c4b5fe97f18c787793b1b05",
        "default_branch_updated_at": "obs_552fa864ac955eedb00a80e2",
        "maintenance_status": "obs_38c18c5777a188d9a7846e7d",
        "momentum": "obs_6d8ed232f487003b3a30232e",
        "repository_topics": "obs_d18a502aef09af370ee0d63e",
        "integrations": "obs_83e0c17b3bd81f56ad7764b2",
        "integration_fingerprint": "obs_894045a45b18682d98bb35b9",
        "deployment_models": "obs_c4c7e1a8a708251c64fac1a9",
        "extensibility": "obs_b8d7d758672af82fb7e0e659"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-29",
      "source_build_id": "rr-20260829T220435Z-94d4f80e13bd"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14077,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-08-30T11:11:30.055674Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_be64115f1b18c0664f373631",
        "version": "obs_98c8a7202a7e3de7eea4856a",
        "last_release_at": "obs_746353b41f1b6e50a028c75f",
        "last_release_url": "obs_0cc9a97739fcaaff82cdd3ad",
        "pushed_at": "obs_1361dbde4d9940b504adc099",
        "archived": "obs_c2bcc7b815616d8c8933ee50",
        "default_branch": "obs_ba611428be773fbdafe4e0fc",
        "default_branch_updated_at": "obs_d6624ed37ab074f742747b61",
        "maintenance_status": "obs_684e247174fd91579763e1d7",
        "momentum": "obs_bcf0b06024227b4da66aa19a",
        "repository_topics": "obs_be84d94eab925f4bb7a87dee",
        "integrations": "obs_3f8987527815163421746e93",
        "integration_fingerprint": "obs_793d82eb2c5902644c289e5c",
        "deployment_models": "obs_c09be1da80b9d08637933331",
        "extensibility": "obs_1575c51dc9df335928a7d5ef"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-08-30",
      "source_build_id": "rr-20260830T180743Z-89b1c190a2fa"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14098,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-09-01T19:29:45.039717Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_3f9d7d614fac21bef617aef4",
        "version": "obs_be19e6c7426d5346483d16e4",
        "last_release_at": "obs_bc1be366275f92595313a7c3",
        "last_release_url": "obs_739aa1b7e50fc1f78f141392",
        "pushed_at": "obs_2869cc549d589c8ca5fa489b",
        "archived": "obs_5dae10d1d79795f00ac0a9ba",
        "default_branch": "obs_57b1d61bc0e728ca72524847",
        "default_branch_updated_at": "obs_6332a59cd61955aec68af3bc",
        "maintenance_status": "obs_90890864c44d20e0868086b8",
        "momentum": "obs_4fcd90db5c22ebc153370ab0",
        "repository_topics": "obs_04fed08e7ae35b1e004037a0",
        "integrations": "obs_a4df53359c932985d2db79de",
        "integration_fingerprint": "obs_e9038719cf1457462ea32ce4",
        "deployment_models": "obs_98657899786b2516d2c57abd",
        "extensibility": "obs_b538eb131cee1433613fadf3"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-01",
      "source_build_id": "rr-20260901T19294503971-ea5b2cc0d063"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14098,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-09-01T19:29:45.039717Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_3f9d7d614fac21bef617aef4",
        "version": "obs_be19e6c7426d5346483d16e4",
        "last_release_at": "obs_bc1be366275f92595313a7c3",
        "last_release_url": "obs_739aa1b7e50fc1f78f141392",
        "pushed_at": "obs_2869cc549d589c8ca5fa489b",
        "archived": "obs_5dae10d1d79795f00ac0a9ba",
        "default_branch": "obs_57b1d61bc0e728ca72524847",
        "default_branch_updated_at": "obs_6332a59cd61955aec68af3bc",
        "maintenance_status": "obs_90890864c44d20e0868086b8",
        "momentum": "obs_4fcd90db5c22ebc153370ab0",
        "repository_topics": "obs_04fed08e7ae35b1e004037a0",
        "integrations": "obs_a4df53359c932985d2db79de",
        "integration_fingerprint": "obs_e9038719cf1457462ea32ce4",
        "deployment_models": "obs_98657899786b2516d2c57abd",
        "extensibility": "obs_b538eb131cee1433613fadf3"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-02",
      "source_build_id": "rr-20260902T185057Z-fe67ecd27eb3"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "2026-09-03",
      "source_build_id": "git-ce77ee524fc1"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14117,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-09-04T19:00:49.017076Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_363bc3e669ebe8b9cb72cd96",
        "version": "obs_a41b0cfbca2ede1054bb7cfa",
        "last_release_at": "obs_1e3b97b40e8d3d86583f647e",
        "last_release_url": "obs_f716631c0f5a9ae5a949c286",
        "pushed_at": "obs_d087a4d99ca85e462286dc84",
        "archived": "obs_4496ec5da1ff9abd9d0077c9",
        "default_branch": "obs_a02240a4ecfc9f82bae5b1cc",
        "default_branch_updated_at": "obs_e4fe7f7f7cce0f4f685aba1d",
        "maintenance_status": "obs_3a9494a2d26f16cb8caa961f",
        "momentum": "obs_02e4926dddc3b9c372c63683",
        "repository_topics": "obs_ff5be2e68be401855bba0a49",
        "integrations": "obs_060d2a7219d156cc495d9336",
        "integration_fingerprint": "obs_6c4cd839cf6d6ffb2aa7ec9d",
        "deployment_models": "obs_f15500f7917534252305dc3c",
        "extensibility": "obs_3170d9ba0e54d60f45e6ddc1"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-04",
      "source_build_id": "rr-20260904T19004901707-f081cadc897c"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14117,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-09-04T19:00:49.017076Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_363bc3e669ebe8b9cb72cd96",
        "version": "obs_a41b0cfbca2ede1054bb7cfa",
        "last_release_at": "obs_1e3b97b40e8d3d86583f647e",
        "last_release_url": "obs_f716631c0f5a9ae5a949c286",
        "pushed_at": "obs_d087a4d99ca85e462286dc84",
        "archived": "obs_4496ec5da1ff9abd9d0077c9",
        "default_branch": "obs_a02240a4ecfc9f82bae5b1cc",
        "default_branch_updated_at": "obs_e4fe7f7f7cce0f4f685aba1d",
        "maintenance_status": "obs_3a9494a2d26f16cb8caa961f",
        "momentum": "obs_02e4926dddc3b9c372c63683",
        "repository_topics": "obs_ff5be2e68be401855bba0a49",
        "integrations": "obs_060d2a7219d156cc495d9336",
        "integration_fingerprint": "obs_6c4cd839cf6d6ffb2aa7ec9d",
        "deployment_models": "obs_f15500f7917534252305dc3c",
        "extensibility": "obs_3170d9ba0e54d60f45e6ddc1"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-05",
      "source_build_id": "rr-20260905T041402Z-762fe1e71222"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": null,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "2026-09-07",
      "source_build_id": "git-8f4ec4d2012f"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14138,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-09-08T05:09:03.158117Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_1d99f256491751ebfc22caf4",
        "version": "obs_3d4135464b30ef089892eb92",
        "last_release_at": "obs_21c51389ed3e5ab7fd0e66ee",
        "last_release_url": "obs_046724c3679fa6ffa34afb7b",
        "pushed_at": "obs_e9f5ed0dee3b1eae01e02de6",
        "archived": "obs_f03136be2ad0246fd3b8a8f5",
        "default_branch": "obs_83190a69432bc127bd7fd442",
        "default_branch_updated_at": "obs_78f81e6769cfbefe964344b8",
        "maintenance_status": "obs_2a00360ccfc4d525fcf220a1",
        "momentum": "obs_eebd5354428edad7a8020be7",
        "repository_topics": "obs_c52aaf0bccc3f7b5d1ca7318",
        "integrations": "obs_7175d5946f0015c195d88a6f",
        "integration_fingerprint": "obs_25fc73e51f796f46851f0a4b",
        "deployment_models": "obs_0387bc540a3080186e711fc4",
        "extensibility": "obs_8bb74f4aa5d6ed0f42c5989a"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-08",
      "source_build_id": "rr-20260908T05090315811-ae50806b8076"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14168,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-09-11T09:31:02.897429Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_a5a3f9a601cc34e09444de8a",
        "version": "obs_3b42dfb3e966f35e9c402982",
        "last_release_at": "obs_d1cad660a516fc98e39ac2a0",
        "last_release_url": "obs_bcf09c67bb72fc580401d7d1",
        "pushed_at": "obs_4432c528250a155038939bd6",
        "archived": "obs_099757cfc965315ccf78f451",
        "default_branch": "obs_c91c6f0584cfba7e96088ce1",
        "default_branch_updated_at": "obs_e5ebfb361a2b0b2e699f62aa",
        "maintenance_status": "obs_bacfcfa2301ea3dc1f298d97",
        "momentum": "obs_f906f52ff348d6f42a3004d6",
        "repository_topics": "obs_4e9e0033b16803300c29d8f7",
        "integrations": "obs_c3846f67727b5153467701bc",
        "integration_fingerprint": "obs_49d2d076c69386c2fc1e770e",
        "deployment_models": "obs_e184f1e5ec2d19a4dd1c7334",
        "extensibility": "obs_ba30342c03ca2e680632e2cc"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-11",
      "source_build_id": "rr-20260911T09310289742-ec7c440262a5"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14175,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-09-12T17:04:32.267494Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_0128f1fb9c23d880328df1f3",
        "version": "obs_629e39996664627cceadc7e6",
        "last_release_at": "obs_b6f8b41f408824138e1093d1",
        "last_release_url": "obs_e7f31e26b4f8fe20449dfd42",
        "pushed_at": "obs_a1874e27c0eaa55af843385e",
        "archived": "obs_a327c6844c6c541e10723b0b",
        "default_branch": "obs_bc489d8b6d484b443b705726",
        "default_branch_updated_at": "obs_f4fb7f33253956e063372dd9",
        "maintenance_status": "obs_202322ebd753c8aa47741b45",
        "momentum": "obs_3f1cc2e8547e63a3a7d4aab6",
        "repository_topics": "obs_24acd6392751c33854d86ac3",
        "integrations": "obs_b23c24bb6bac58320d88e792",
        "integration_fingerprint": "obs_dc39ed0e613495132de2ced0",
        "deployment_models": "obs_d58253cbd9386b13c71f406f",
        "extensibility": "obs_81cc70bf3b825c20730cb9a3"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-12",
      "source_build_id": "rr-20260912T17043226749-4b7536538ed8"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14179,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-09-13T05:04:21.529456Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_1e5b8d86bcb165e37bddab81",
        "version": "obs_ee1369c37b2d7fb778d2bc95",
        "last_release_at": "obs_195a48085da7a6b181c646b3",
        "last_release_url": "obs_16b66dba3ea378a1941bf4ba",
        "pushed_at": "obs_3a8bc071e917849e09bcf412",
        "archived": "obs_2844ea6c053a10da5b27a50b",
        "default_branch": "obs_7759acd3008212842daabb14",
        "default_branch_updated_at": "obs_93cce1b4fbee2117ee25a3fb",
        "maintenance_status": "obs_9730b2e26bd765efdf956157",
        "momentum": "obs_8c5ff26bbde2889a7c9e3ddc",
        "repository_topics": "obs_31cc4d3600b1a061e67833ec",
        "integrations": "obs_c376302a4bad426109a5003e",
        "integration_fingerprint": "obs_e1e93dafc2ea3a56961b6356",
        "deployment_models": "obs_320e501b73e8aa052a7d6140",
        "extensibility": "obs_816b34182405a130c2f47c58"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-13",
      "source_build_id": "rr-20260913T05042152945-c4476eca3a92"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14190,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-09-15T11:46:09.382347Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_5e94d12b4d3235db4619e318",
        "version": "obs_4fdf8314d3692511abe36a33",
        "last_release_at": "obs_db563c776768446bb4cd2659",
        "last_release_url": "obs_b62c4b16135cfe55730f6831",
        "pushed_at": "obs_5f802fa8a9cf8490e6931c2e",
        "archived": "obs_e46ae697a95dd308091223b6",
        "default_branch": "obs_d2232f7139899049e794004f",
        "default_branch_updated_at": "obs_eb45c302f7874f1a7e92b27c",
        "maintenance_status": "obs_78150ddaaab1fe98078586a7",
        "momentum": "obs_78922e36acb08689f9372f02",
        "repository_topics": "obs_87427d82724fccd98b0e0d0d",
        "integrations": "obs_0aa89e3b51cef1fd509b3557",
        "integration_fingerprint": "obs_ab387e24cae8e086f22c2c2a",
        "deployment_models": "obs_b7b70819aca7d2993906f796",
        "extensibility": "obs_5365c22a6fe2d8fd591d6c04"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-15",
      "source_build_id": "rr-20260915T11460938234-02c299ab7cc9"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14214,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-09-17T21:45:13.795340Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_1f7127c915a0769d98913cbe",
        "version": "obs_c28effa037d615df11c5e335",
        "last_release_at": "obs_d391fe3e5f9b5992589400fd",
        "last_release_url": "obs_afa912a848eb8db7315c5895",
        "pushed_at": "obs_8ad3a8396c292e0c9c41917e",
        "archived": "obs_1f9aaebded5243cce7c53295",
        "default_branch": "obs_5b2b749429459449a175b335",
        "default_branch_updated_at": "obs_467447b66c1b43753c6a757f",
        "maintenance_status": "obs_a1baf44576e97cc4d1976849",
        "momentum": "obs_caea17e494ef0f10884cce8f",
        "repository_topics": "obs_9431dee5508230c6990f5d0d",
        "integrations": "obs_07de1a3094204c0f9228dc40",
        "integration_fingerprint": "obs_c256d99fee8e6df7fa4c3314",
        "deployment_models": "obs_c5997bd180fb512af4d48a92",
        "extensibility": "obs_43816d76c130429d8d60380b"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-17",
      "source_build_id": "rr-20260917T21451379534-357161f90fee"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14218,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-09-19T17:06:40.081307Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_671dc329a70185634686b6a2",
        "version": "obs_85cabe040d476426daa6a0a2",
        "last_release_at": "obs_718d2a800a5f22ff3d78e72e",
        "last_release_url": "obs_250839c4cd6e007e51089c29",
        "pushed_at": "obs_3cc370b51a04e7fce52504fb",
        "archived": "obs_0ef5acc707064c93b68cbd55",
        "default_branch": "obs_053e5c466fd0e3b8e2901e31",
        "default_branch_updated_at": "obs_738f94b014ffdd7d88897048",
        "maintenance_status": "obs_7a19ed97408f1e6da95ae71c",
        "momentum": "obs_1ad0238370b42411b026f3fe",
        "repository_topics": "obs_fe7b63c774a4614ca6b53730",
        "integrations": "obs_b3e4bafc15e1b08a7b7b83d8",
        "integration_fingerprint": "obs_29c6a087894f5210e3387967",
        "deployment_models": "obs_bdee449cffd1fc40a2f0bc83",
        "extensibility": "obs_db1873de9646215cd02cbdb8"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-19",
      "source_build_id": "rr-20260919T17064008130-eaaffbe378a2"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14218,
      "momentum": 8.5,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-09-20T17:06:32.868873Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_e938019ab702970b7ed8296a",
        "version": "obs_5d54fc493590e53f0115c84b",
        "last_release_at": "obs_79d9473a0e3f19f7a40e2216",
        "last_release_url": "obs_490a68bbba78ee264be4e65d",
        "pushed_at": "obs_0242680bed34de66c88c41c3",
        "archived": "obs_d6bbeb9914056ef9b65a0ace",
        "default_branch": "obs_89ec9c94c39e3dc8f2b45c6c",
        "default_branch_updated_at": "obs_91b313f6636f52e59d11ff9e",
        "maintenance_status": "obs_b2b7ec03027d887f24f68c20",
        "momentum": "obs_a6f2ddc6cd975622ec24c0f8",
        "repository_topics": "obs_e1992fc3d54717e38f311006",
        "integrations": "obs_86e31021f273eb7bd66748e5",
        "integration_fingerprint": "obs_6985df080a39c737d672faad",
        "deployment_models": "obs_8b00533de105733bf838a4b3",
        "extensibility": "obs_55480473978eb4faf347f3a1"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-20",
      "source_build_id": "rr-20260920T17063286887-6ef439c1d8d7"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14225,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-09-21T23:47:16.337043Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_6969b5cc9d620a81a27cc089",
        "version": "obs_40cf01536fee70e10ac40c9b",
        "last_release_at": "obs_13445e1cf46b5ec89d5dfef7",
        "last_release_url": "obs_5fee2ad4016bdf402a1bdf52",
        "pushed_at": "obs_c3499ef8843d6215396dbc8c",
        "archived": "obs_63780de27512d3bc93d332f8",
        "default_branch": "obs_9562aec3afda306157c00ff6",
        "default_branch_updated_at": "obs_0d05b0c11d4b32cea59d9fa0",
        "maintenance_status": "obs_d7cd3af830213868d6761bd3",
        "momentum": "obs_b99308306f3c81d6fafa0cb1",
        "repository_topics": "obs_d5515ab4b1039e0ea5274722",
        "integrations": "obs_ea292c436a62a41db2bbba93",
        "integration_fingerprint": "obs_ffd69723ae254ca4cc1baaff",
        "deployment_models": "obs_ad96800cbdb2c1b615bd43d3",
        "extensibility": "obs_85b63350c9af90a29dea9e1f"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-21",
      "source_build_id": "rr-20260921T23471633704-3e244a728712"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14233,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-09-22T17:06:39.688103Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_6afd569e3139405703d52123",
        "version": "obs_1e4c3f13e5efee333fb3ee55",
        "last_release_at": "obs_a554792358344a756a4d63a5",
        "last_release_url": "obs_095be15767a5e71bc496f72a",
        "pushed_at": "obs_e3e281b7a0a73127719b2dbb",
        "archived": "obs_3ae332d6e891a2d28e2494d6",
        "default_branch": "obs_e56e37606e5f7db6987bd290",
        "default_branch_updated_at": "obs_7c220dc8c034536942f9c5bb",
        "maintenance_status": "obs_8e6bc11d5f09e32ab9737fb7",
        "momentum": "obs_ce80f3ed141a19f2c43a697e",
        "repository_topics": "obs_da8c8752007e7f71f3918e99",
        "integrations": "obs_8d2586bc716ba060bef45c6c",
        "integration_fingerprint": "obs_1f275651fe49707c99ed04fd",
        "deployment_models": "obs_89504a90e5ec55c935538558",
        "extensibility": "obs_636ff01f61f52994c3be92d4"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-22",
      "source_build_id": "rr-20260922T17063968810-9fba741a0598"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14237,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-09-23T19:48:29.703424Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_1be244e4c03cb7b9d7c12c15",
        "version": "obs_dac6fd533a9e80c80e29da70",
        "last_release_at": "obs_d329f49ab9e2926b6f7981aa",
        "last_release_url": "obs_35717fbd3c865132892bb964",
        "pushed_at": "obs_a7dc6ab8cbcd1016464f67ce",
        "archived": "obs_5e62e4ae46cde9ccbccfa66b",
        "default_branch": "obs_b8e40e4dc7ca06c7a5702f64",
        "default_branch_updated_at": "obs_708fced094a3bd8098b418cc",
        "maintenance_status": "obs_810aab8b02ed7bc174e1f3ac",
        "momentum": "obs_cb13664b433a604501382916",
        "repository_topics": "obs_3a2f1d2161e8c6cd4c76882e",
        "integrations": "obs_50661b41c4114ad82cb88eb3",
        "integration_fingerprint": "obs_c123b59b4b268d2c666cb169",
        "deployment_models": "obs_e242899c78d3fc159182f5b7",
        "extensibility": "obs_239f94c124b0539bfb6a1bbf"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-23",
      "source_build_id": "rr-20260923T19482970342-e2b390ffd8e6"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14242,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-09-24T21:49:16.463298Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_90dfea65b2c4f162049fc9b7",
        "version": "obs_6deabf5b9f94ab2bc52eaab0",
        "last_release_at": "obs_439256b7c8d43de54379a261",
        "last_release_url": "obs_6c2d72880f4ec584e6ef993f",
        "pushed_at": "obs_f20001f26a130c92306c7977",
        "archived": "obs_2824253ff10ffb631c2b0bbb",
        "default_branch": "obs_359c667be4fec2ec80615180",
        "default_branch_updated_at": "obs_f0125004d52881ab4aa43ceb",
        "maintenance_status": "obs_b0e0fe34617c30462b60df7f",
        "momentum": "obs_6e1ad4837c90ccc64a720179",
        "repository_topics": "obs_5b79fd3f6d8d0b2ada8ef638",
        "integrations": "obs_5076020826fad4b955a7d813",
        "integration_fingerprint": "obs_c772a9cff7d2fd3469fad446",
        "deployment_models": "obs_f14fc592bda61c523c73ce70",
        "extensibility": "obs_5b8edd0037b7fb68008e4b5f"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-24",
      "source_build_id": "rr-20260924T21491646329-69daaab637a7"
    },
    {
      "id": "gh:lsdefine/genericagent",
      "score": 8.5,
      "popularity": 0.0,
      "stars": 14244,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 8.5,
        "novelty": 8.0,
        "momentum": 9.0,
        "maturity": 6.6,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 9.2,
        "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": "desktop-portable-v0.2.0",
      "last_release_at": "2026-08-24T04:58:35Z",
      "last_release_url": "https://github.com/lsdefine/GenericAgent/releases/tag/desktop-portable-v0.2.0",
      "maintenance_status": "active",
      "integration_fingerprint": "e3f5a8fac53d7783",
      "integration_count": 2,
      "integrations": [
        "Claude",
        "Google Gemini"
      ],
      "source_observed_at": "2026-09-25T13:50:57.994663Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_7fe3ddd580ca53d7bb341751",
        "version": "obs_fec8587568d5536b0b5bf895",
        "last_release_at": "obs_4d5ac6123bc582aa1103c6f9",
        "last_release_url": "obs_6cc246b84656666cca0790bb",
        "pushed_at": "obs_01a220fdf36dc340d22f2fc4",
        "archived": "obs_3335eaad895e4eaf637a8321",
        "default_branch": "obs_6cfb052d6d86710d94abed22",
        "default_branch_updated_at": "obs_1598b89f407c0a35f6854ac5",
        "maintenance_status": "obs_08707dd7418562836706e6b7",
        "momentum": "obs_565f39f4b6772d4f36dede5a",
        "repository_topics": "obs_0f2a2a125aab2b2171b5dca4",
        "integrations": "obs_3a717b96325dbe0903189c1d",
        "integration_fingerprint": "obs_56dd0be0157533ea3760f889",
        "deployment_models": "obs_dc97718530c560f22f5d4849",
        "extensibility": "obs_fc8ac52794e3b2eec896feca"
      },
      "observed_fields": [
        "integration_count",
        "integration_fingerprint",
        "integrations",
        "last_release_at",
        "maintenance_status",
        "momentum",
        "popularity",
        "pricing_checked_at",
        "pricing_facts",
        "pricing_fingerprint",
        "pricing_stale",
        "pricing_summary",
        "risk",
        "score",
        "score_components",
        "stars",
        "tier",
        "verdict",
        "verification_stage",
        "version"
      ],
      "date": "2026-09-25",
      "source_build_id": "rr-20260925T13505799466-825d31ca5990"
    }
  ],
  "changes": [
    {
      "id": "evt_991b978fd647ae118dc9",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-25T13:50:57.994663Z",
      "before": 14242,
      "after": 14244,
      "explanation": "Stars changed: 14242 → 14244.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_da52fbc5019dec80ffb4",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-24T21:49:16.463298Z",
      "before": 14238,
      "after": 14242,
      "explanation": "Stars changed: 14238 → 14242.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_c5e04f52a59ee5512d38",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-24T05:09:18.096595Z",
      "before": 14237,
      "after": 14238,
      "explanation": "Stars changed: 14237 → 14238.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_07cfc10b17dcf28de920",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-23T19:48:29.703424Z",
      "before": 14233,
      "after": 14237,
      "explanation": "Stars changed: 14233 → 14237.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_8992c848fb470bbe5b75",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-22T17:06:39.688103Z",
      "before": 14226,
      "after": 14233,
      "explanation": "Stars changed: 14226 → 14233.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_c943bc1eee406a811198",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-22T07:47:03.349413Z",
      "before": 14225,
      "after": 14226,
      "explanation": "Stars changed: 14225 → 14226.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_38aded266077c7954080",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-21T21:47:01.452749Z",
      "before": 14223,
      "after": 14225,
      "explanation": "Stars changed: 14223 → 14225.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_f62319c34b421e8735a4",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-21T05:07:13.847315Z",
      "before": 14218,
      "after": 14223,
      "explanation": "Stars changed: 14218 → 14223.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_7db8d8648a23d6796ee7",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-20T17:06:32.868873Z",
      "before": 14219,
      "after": 14218,
      "explanation": "Stars changed: 14219 → 14218.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_592dca54cd7864a22041",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-20T05:06:31.934582Z",
      "before": 14218,
      "after": 14219,
      "explanation": "Stars changed: 14218 → 14219.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_97622004cf989c4883a3",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-19T17:06:40.081307Z",
      "before": 14221,
      "after": 14218,
      "explanation": "Stars changed: 14221 → 14218.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_2fecdf824ae04bf3d57e",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-19T07:48:56.009844Z",
      "before": 14214,
      "after": 14221,
      "explanation": "Stars changed: 14214 → 14221.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_5fab7cd2178057765678",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-17T21:45:13.795340Z",
      "before": 14210,
      "after": 14214,
      "explanation": "Stars changed: 14210 → 14214.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_28588152ecacd4e96d79",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-17T11:46:10.011992Z",
      "before": 14190,
      "after": 14210,
      "explanation": "Stars changed: 14190 → 14210.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_e042d2e273ac8fd3250a",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-15T11:46:09.382347Z",
      "before": 14179,
      "after": 14190,
      "explanation": "Stars changed: 14179 → 14190.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_ea04ac3662a5405abaf2",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-13T05:04:21.529456Z",
      "before": 14175,
      "after": 14179,
      "explanation": "Stars changed: 14175 → 14179.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_a19dc07e0c75a851d468",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-12T17:04:32.267494Z",
      "before": 14173,
      "after": 14175,
      "explanation": "Stars changed: 14173 → 14175.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_3699b4c4161cea38d39d",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-12T11:11:34.373380Z",
      "before": 14168,
      "after": 14173,
      "explanation": "Stars changed: 14168 → 14173.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_41bc73a9108116a5360f",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-11T09:31:02.897429Z",
      "before": 14138,
      "after": 14168,
      "explanation": "Stars changed: 14138 → 14168.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_27602930923a5d8b67a0",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-08T05:09:03.158117Z",
      "before": 14137,
      "after": 14138,
      "explanation": "Stars changed: 14137 → 14138.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_cf37f75ce812b7ed2f05",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-01T19:29:45.039717Z",
      "before": 14099,
      "after": 14098,
      "explanation": "Stars changed: 14099 → 14098.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_088a08c92897caf3d8c2",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-01T14:56:19.711844Z",
      "before": 14095,
      "after": 14099,
      "explanation": "Stars changed: 14095 → 14099.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_aa9402e471335c622b08",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-01T10:18:32.140826Z",
      "before": 14077,
      "after": 14095,
      "explanation": "Stars changed: 14077 → 14095.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_a9d9a31d0cf662cd482f",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-30T11:11:30.055674Z",
      "before": 14042,
      "after": 14077,
      "explanation": "Stars changed: 14042 → 14077.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_d324feac406e0f59c7cc",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-26T18:12:12.074447Z",
      "before": 14041,
      "after": 14042,
      "explanation": "Stars changed: 14041 → 14042.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_30ae89a5bd53028269ed",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-26T10:10:18.852167Z",
      "before": 14040,
      "after": 14041,
      "explanation": "Stars changed: 14040 → 14041.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_1973aa163fe54bc8fdb0",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-26T06:10:20.542771Z",
      "before": 14037,
      "after": 14040,
      "explanation": "Stars changed: 14037 → 14040.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_2723c12b86e39a09c25f",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-21T10:18:14.478827Z",
      "before": 13791,
      "after": 13834,
      "explanation": "Stars changed: 13791 → 13834.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_43009ae79b921a7ebc8d",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-18T10:17:33.699174Z",
      "before": 13782,
      "after": 13791,
      "explanation": "Stars changed: 13782 → 13791.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_816597d5290a68ef4bb5",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-17T10:17:27.783425Z",
      "before": 13773,
      "after": 13782,
      "explanation": "Stars changed: 13773 → 13782.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_8f89562e169070af005e",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-14T12:38:50.215537Z",
      "before": 13762,
      "after": 13773,
      "explanation": "Stars changed: 13762 → 13773.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_ea4f53a216edc9696eb8",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-13T19:31:03.163686Z",
      "before": 13753,
      "after": 13762,
      "explanation": "Stars changed: 13753 → 13762.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_0204e6f8bfd81ca9fdf6",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-12T17:38:47.185822Z",
      "before": 13736,
      "after": 13753,
      "explanation": "Stars changed: 13736 → 13753.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_a844ebd0094c22933e8f",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-11T10:17:40.749121Z",
      "before": 13719,
      "after": 13736,
      "explanation": "Stars changed: 13719 → 13736.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_bd62a1d13092fa45a417",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-10T10:18:02.453550Z",
      "before": 13708,
      "after": 13719,
      "explanation": "Stars changed: 13708 → 13719.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_43a8ec80b3379486c660",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-09T10:18:02.987681Z",
      "before": 13696,
      "after": 13708,
      "explanation": "Stars changed: 13696 → 13708.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_0e51aa0dac9b36e4b95c",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-08T10:17:54.011012Z",
      "before": 13637,
      "after": 13696,
      "explanation": "Stars changed: 13637 → 13696.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_c09ee429fcb6cbf2ff0d",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-03T10:18:05.351909Z",
      "before": 13626,
      "after": 13637,
      "explanation": "Stars changed: 13626 → 13637.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_ae9f543e7aa16de9a8e9",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-02T10:17:50.427312Z",
      "before": 13622,
      "after": 13626,
      "explanation": "Stars changed: 13622 → 13626.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_88e7fa2e65c1900c6ad4",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-08-01T10:17:36.135498Z",
      "before": 13625,
      "after": 13622,
      "explanation": "Source-observed stars changed: 13625 → 13622. 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_e12aac2701393fc87f0b7e91",
        "after_observed_at": "2026-08-01T10:17:36.135498Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_85bb6d6a433878cb21af47b9",
        "before_observed_at": "2026-08-01T00:55:12.768643Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/lsdefine/GenericAgent",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_e6aa6c8be8a57418abfc",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-29T10:17:05.832710Z",
      "before": 13591,
      "after": 13605,
      "explanation": "Stars changed: 13591 → 13605.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_1b2a217b352c04bfa79e",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-28T10:17:34.274766Z",
      "before": 13589,
      "after": 13591,
      "explanation": "Source-observed stars changed: 13589 → 13591. 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_6e80df577dcff0439e48b684",
        "after_observed_at": "2026-07-28T10:17:34.274766Z",
        "after_source_path": "repository.stargazerCount",
        "before_observation_id": "obs_bd5a18c975a3ecd84931865c",
        "before_observed_at": "2026-07-28T07:11:06.213377Z",
        "before_source_path": "repository.stargazerCount",
        "entity_source_url": "https://github.com/lsdefine/GenericAgent",
        "extractor_version": "github-observer-v2",
        "field": "stars",
        "source_url": "https://api.github.com/graphql"
      },
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_52b012d42183469be3f5",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "version_changed",
      "occurred_at": "2026-07-28T07:11:06.213377Z",
      "before": "desktop-portable-v0.1.5",
      "after": "desktop-portable-v0.1.8",
      "explanation": "Version changed: desktop-portable-v0.1.5 → desktop-portable-v0.1.8.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_221e4156bcb3c9356ae2",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-28T07:11:06.213377Z",
      "before": 13466,
      "after": 13589,
      "explanation": "Stars changed: 13466 → 13589.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    },
    {
      "id": "evt_c58f665ce99ca0628d41",
      "entity_id": "gh:lsdefine/genericagent",
      "item_url": "/item/lsdefine-genericagent/",
      "title": "lsdefine/genericagent",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-07-17T09:45:55.725732Z",
      "before": 13393,
      "after": 13466,
      "explanation": "Stars changed: 13393 → 13466.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "low",
      "verdict": "try_now",
      "score": 8.5,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "Tool",
      "section": "other",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "agent_framework",
      "discovery_topic_status": "unreviewed",
      "setup_ease": 6.4,
      "best_for": [
        "AI developers",
        "technical founders"
      ],
      "risk_categories": [],
      "search_text": "lsdefine/genericagent lsdefine open_source other gold low try_now ai developers technical founders claude google gemini",
      "material_mover": false
    }
  ]
}
