{
  "schema_version": "1.0.0",
  "verification_stage_contract": "bounded-workflow-v2",
  "entity_id": "gh:xai-org/x-algorithm",
  "points": [
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33269,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_9f20912ea13ec45abbbb87b7",
        "version": "obs_99d0b1f8ef7cd9cc6dfb1058",
        "last_release_at": "obs_494953c4df3f21a35abf39e5",
        "last_release_url": "obs_631379ca6a5a766dfd178973",
        "pushed_at": "obs_5c6ba77bbc15c457807087d4",
        "archived": "obs_781669db6c6ae19b20d4e1ef",
        "default_branch": "obs_8b7b0d47f723dae52e9dbf32",
        "default_branch_updated_at": "obs_d929dc85a727d1c0692e7e8a",
        "maintenance_status": "obs_f7f886ab362dc3ad9c3efd9e",
        "momentum": "obs_aef29e94b2caa739fcdded0a",
        "repository_topics": "obs_9bb808b4d0be9bc741696e81",
        "integrations": "obs_1d7db6ae53327d509824d040",
        "integration_fingerprint": "obs_63d595b38e8e47255063ebc5",
        "deployment_models": "obs_ab5fa881b510b9936125eb87",
        "extensibility": "obs_5cf4a338edf308f37c827ec2"
      },
      "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"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33295,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_8babd6591b1f8b877b5e8db3",
        "version": "obs_cdf429cf00153d7633af0182",
        "last_release_at": "obs_d6e377f719231148907e0e17",
        "last_release_url": "obs_2e9dcda8f1bf74f19ce785bc",
        "pushed_at": "obs_4410332c900165490a49726b",
        "archived": "obs_ff99b32abb2887d7d7109f4b",
        "default_branch": "obs_f884a4e796312765f9b8e93d",
        "default_branch_updated_at": "obs_64aec0b7906e3bcf930c9cc3",
        "maintenance_status": "obs_5e0f699984794ace451cadc4",
        "momentum": "obs_ebcc12856844b1a891f52668",
        "repository_topics": "obs_761c2dce103680a3fe213af2",
        "integrations": "obs_f574619c5cfda30f09249929",
        "integration_fingerprint": "obs_ea67a89e9d37e8921b0baacd",
        "deployment_models": "obs_089381249105456d2dae6c88",
        "extensibility": "obs_70dd2f876e1e20240db7a38c"
      },
      "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"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33344,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_9addd060827a1ca265d709d6",
        "version": "obs_bf81425f6dca7b76b2a78e61",
        "last_release_at": "obs_498ba818ea4fd0fc05411b48",
        "last_release_url": "obs_5154e8225ca89c608489fe87",
        "pushed_at": "obs_2d321a32aba73d3854e193d3",
        "archived": "obs_178bf580525fc77d9f3b84ac",
        "default_branch": "obs_38d51cf8721aa131e0b5c35c",
        "default_branch_updated_at": "obs_cb8114a34c708ab2e3841a36",
        "maintenance_status": "obs_5061568ee2e1dfc8f285027f",
        "momentum": "obs_bd18d77e92447a0daf39cb4b",
        "repository_topics": "obs_885fc5fadd250571f7112144",
        "integrations": "obs_35cbe0ab2976959b3fcb8be7",
        "integration_fingerprint": "obs_8b49089fd210e1c17f58365b",
        "deployment_models": "obs_bd9aae2e4cf2d8dea3de516a",
        "extensibility": "obs_ef7e17a7643de4990cd040f2"
      },
      "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"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33359,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_c2b0b9d6f8aec11fcac21170",
        "version": "obs_4c122ee3cbf256f3e7df22f9",
        "last_release_at": "obs_233860efa0293889d058ccd1",
        "last_release_url": "obs_2fe19ad2bfe078e5fe3c09e2",
        "pushed_at": "obs_37b7587214d51385f514ec3f",
        "archived": "obs_670fc7af80177351c96eaa63",
        "default_branch": "obs_b9b4db11905a4ce34a912ba0",
        "default_branch_updated_at": "obs_77dc097e5fd897f344551aec",
        "maintenance_status": "obs_f2209582f645075cfcf5d72a",
        "momentum": "obs_0010efbad93669da87f37522",
        "repository_topics": "obs_9d671e68953805062155aaf5",
        "integrations": "obs_e7066ea1fa6de1405cf831a3",
        "integration_fingerprint": "obs_29fc44c9da600acd0393364d",
        "deployment_models": "obs_bc9aa922c82c488c32ffd129",
        "extensibility": "obs_c78a9d006bb7e357c9e1e142"
      },
      "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"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33382,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_5f904625e7f693fc80cf2f24",
        "version": "obs_a25acdffdc72776090bce7e3",
        "last_release_at": "obs_9aaaa533acd6989a1948d7b9",
        "last_release_url": "obs_48c1694bce2330022644ec7c",
        "pushed_at": "obs_c8b52d334ad90d6914ad5a0b",
        "archived": "obs_7c0496f7f24cbab2a15c5f99",
        "default_branch": "obs_966a1516c8c30e0eb01d3c61",
        "default_branch_updated_at": "obs_b6989d7003d7e1aa369d0848",
        "maintenance_status": "obs_e03ed7b1159b90322c9dc3dc",
        "momentum": "obs_49cf24ce8a83acbce8629b3c",
        "repository_topics": "obs_c9e8c18758f05bd3b8446dce",
        "integrations": "obs_0d2e01004fd56aa7a5332fa4",
        "integration_fingerprint": "obs_5c8fcd0ee1783f37ef0d6978",
        "deployment_models": "obs_7dc8d7fbd723da40086f8866",
        "extensibility": "obs_2a255f33271496577963deea"
      },
      "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"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33394,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_d69c0bd9f5241afa90045d0a",
        "version": "obs_1792c2a5fc10ffa5fd11bf36",
        "last_release_at": "obs_371dcec8c15b23f56afef65f",
        "last_release_url": "obs_e9f6b6dad67d83f0d92d7954",
        "pushed_at": "obs_ad1870674b3d9c291c3ef01f",
        "archived": "obs_8b9e2a1cac8ff03cb170e24b",
        "default_branch": "obs_be6542321fd68ace5b17276c",
        "default_branch_updated_at": "obs_87b047a54836bd7964aab179",
        "maintenance_status": "obs_e60f7ed20dbfdff676a7fe8e",
        "momentum": "obs_2ade076c703876e1c8b4af12",
        "repository_topics": "obs_68c37b0d41487eb18a4faa5b",
        "integrations": "obs_2650bcd6c4fab63bef7fb41b",
        "integration_fingerprint": "obs_38842a26b05d6bd6c7f481ab",
        "deployment_models": "obs_04e1aca4e1c3716d8573225f",
        "extensibility": "obs_f7b120e78a3b574393a99223"
      },
      "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"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33414,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "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_7b62920e020771dd5ac9d5f8",
        "version": "obs_410a1d151035b489f2a711db",
        "last_release_at": "obs_384fb557a5aa650f3880ab5e",
        "last_release_url": "obs_451f901440057f25c57e917b",
        "pushed_at": "obs_c0fa8da054095f18c403aaa1",
        "archived": "obs_16fc154d3a43bb91980d4a85",
        "default_branch": "obs_cf4ed48f023c82e57f37d23c",
        "default_branch_updated_at": "obs_e28acc141ca8b2e4631fd36f",
        "maintenance_status": "obs_627c567444e0936e1c87a039",
        "momentum": "obs_c203c245b76f76661f0be9b4",
        "repository_topics": "obs_41005cf789de4620bb674e7a",
        "integrations": "obs_9f44589b6fe623a81bf0ba92",
        "integration_fingerprint": "obs_20197e5791bd47cdd463c5af",
        "deployment_models": "obs_ec1038e9e44647b5ad472b17",
        "extensibility": "obs_c2ebb40d9f4c8e4e188080f8"
      },
      "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"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33425,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-26T09:47:30.421436Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_c472e4b3cbed13f651a434f2",
        "version": "obs_a5e0f2cb3babaa76488a2a6f",
        "last_release_at": "obs_d42b8e97dd45dfe4eaedd7fc",
        "last_release_url": "obs_53f6a941ad9d580c90046130",
        "pushed_at": "obs_0b6cf1e9f09a88629441ff21",
        "archived": "obs_b8055292e00ceca21223be39",
        "default_branch": "obs_15ec23d46148d67747f1c273",
        "default_branch_updated_at": "obs_3ca895d862dd2f8cebf63fbe",
        "maintenance_status": "obs_f75a686454502c47d0f447db",
        "momentum": "obs_fb36461f8e549650de53bd0d",
        "repository_topics": "obs_f9035e8b13fda55e603310d7",
        "integrations": "obs_e7be2ccbf445eb8f1e4d0620",
        "integration_fingerprint": "obs_f185c8376201e117c20d1f66",
        "deployment_models": "obs_f3758a2a2948b572c7491e6a",
        "extensibility": "obs_7539e9af835c49ec33c7a598"
      },
      "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": "2026-09-26"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33424,
      "momentum": 8.5,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-27T01:47:58.533096Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_5834d10b3de0ebe30d2db68c",
        "version": "obs_efa1e2ff5833f378986343f5",
        "last_release_at": "obs_0dc030db642f43efdfc7c754",
        "last_release_url": "obs_ae18e3563b857736af00cdf3",
        "pushed_at": "obs_f4db733c2e9fad5f3f254839",
        "archived": "obs_652f4d54a2ceac23aab38083",
        "default_branch": "obs_f355dc597f365a5668d90c20",
        "default_branch_updated_at": "obs_238bd0ca8c54eec4d239b90c",
        "maintenance_status": "obs_11eb296c990dbb02254ddd50",
        "momentum": "obs_33bf3ca0091ee47352919a6b",
        "repository_topics": "obs_042a6878813cee1155b7df8a",
        "integrations": "obs_d7a841da43f924b3281bfa54",
        "integration_fingerprint": "obs_366e13ce1b64ef55f0da4436",
        "deployment_models": "obs_d3141e468e42b6d0ffbfa7a7",
        "extensibility": "obs_4dbe1432fc53b3a61dccfad1"
      },
      "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": "2026-09-27"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33445,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-28T13:47:34.707135Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_b9a5ddddfc7667d1bc5f01ff",
        "version": "obs_f9dcb11889dd173afec48066",
        "last_release_at": "obs_9b659b7a32b6040b5d60b1fe",
        "last_release_url": "obs_3caa27b6d855d8e96156b964",
        "pushed_at": "obs_9e0c350f63ad112aaad2fa82",
        "archived": "obs_adbc025a0300a6407cc7f1dc",
        "default_branch": "obs_09956a974a5743d1783734cc",
        "default_branch_updated_at": "obs_3f3b07f51b92e89b745dbc60",
        "maintenance_status": "obs_57278a7477d96c13de2abdae",
        "momentum": "obs_5b00db08cafeae92ebfff270",
        "repository_topics": "obs_a62ebc93ae3fce5d807e9e76",
        "integrations": "obs_d596165880c31eb7fb62f123",
        "integration_fingerprint": "obs_d2d54dd7637b97e464c72540",
        "deployment_models": "obs_11f3d04b51b3b3bc1dd8de8c",
        "extensibility": "obs_61fce2ebbd857bf63f5dd1a4"
      },
      "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": "2026-09-28"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33457,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-29T17:08:16.498456Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_1c00865ebb72ae0d6e4765bc",
        "version": "obs_646133998dff481930530308",
        "last_release_at": "obs_89e17209eb8bc410925df166",
        "last_release_url": "obs_7c4f5cf309f477e10d5a175d",
        "pushed_at": "obs_48c51818db94ae27ae84b6d3",
        "archived": "obs_df78d22edb4715d885ec820b",
        "default_branch": "obs_fe81c8c79d718768908341c6",
        "default_branch_updated_at": "obs_e8652e9b83391d2e7c6266a6",
        "maintenance_status": "obs_46c1c74f6cbf59e246df1e79",
        "momentum": "obs_b1b020c715ad198c4ead6628",
        "repository_topics": "obs_61f274b3c8020c2940164afd",
        "integrations": "obs_7f6fae2bf626d3fd31a6dd57",
        "integration_fingerprint": "obs_8e924a7a08c48887981bb195",
        "deployment_models": "obs_769fcff8cbc063d94b1cc13a",
        "extensibility": "obs_8df1dd855ea055aca1728e10"
      },
      "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": "2026-09-29"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33459,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-09-30T05:08:12.323055Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_5d5dd0f3c02ee1e6e949ebd6",
        "version": "obs_05069be24d5eb59cb73914c0",
        "last_release_at": "obs_1bf70c593bc8fccf392156ed",
        "last_release_url": "obs_6b2c649352241a795436e139",
        "pushed_at": "obs_823853e2163b82c46390c0c0",
        "archived": "obs_030c9c661873bae034515ebe",
        "default_branch": "obs_e1941305045e5a4be6db65f5",
        "default_branch_updated_at": "obs_bf06678b4d404e1300eaa28c",
        "maintenance_status": "obs_986cb49d1d2266845e35985e",
        "momentum": "obs_4dc7d037dcf458f55258b062",
        "repository_topics": "obs_9b7c9be4f0f3d299af355ae7",
        "integrations": "obs_c11e3f51e57fc26da5fe3119",
        "integration_fingerprint": "obs_d1e2125a0d703db9320a0bb5",
        "deployment_models": "obs_1a9093384638a41ab5adf6fc",
        "extensibility": "obs_4c871e0c25b5360d45a72b87"
      },
      "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": "2026-09-30"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33481,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-01T21:24:16.558226Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_f62cc96823401763c6976ea2",
        "version": "obs_fbbab84d66e0567a639162d8",
        "last_release_at": "obs_6b2e9499e99aabcfbe065e7c",
        "last_release_url": "obs_1340413940b1a49fcde52deb",
        "pushed_at": "obs_ade9322fa12509f622faf84d",
        "archived": "obs_67fbc3f8c00f2527b963fe20",
        "default_branch": "obs_05c15c5276ef4cd6b3529195",
        "default_branch_updated_at": "obs_7b3635b821c4712443cf3ada",
        "maintenance_status": "obs_17abd15f2060abdad9bc70bb",
        "momentum": "obs_2917d35075eaf359984f27c2",
        "repository_topics": "obs_a622aa4618b9badebdd16609",
        "integrations": "obs_7316ca84c4111272b0de77be",
        "integration_fingerprint": "obs_213a7f749b14ecfbb29e156b",
        "deployment_models": "obs_ef5a0a0f4e017cf8b79c9a8a",
        "extensibility": "obs_5fc9a02cec8e8db8c9a0a622"
      },
      "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": "2026-10-01"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33480,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-02T17:11:36.588066Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_fdfb5d8a5d11489ce78c19cb",
        "version": "obs_32a9698d3408113973248672",
        "last_release_at": "obs_18a94fa40d49b408ad31e963",
        "last_release_url": "obs_0302aef1f89f1b09ada9d2bb",
        "pushed_at": "obs_87b69265248959d299d1bba9",
        "archived": "obs_1dd2d5b8ea3862a2b2df7291",
        "default_branch": "obs_ee5575901330b5529f13cdea",
        "default_branch_updated_at": "obs_94e6c84c1c324225c9655db6",
        "maintenance_status": "obs_a95e762a50dc8aa9941fef09",
        "momentum": "obs_4a80feefc9e9e22347537ea2",
        "repository_topics": "obs_847ac1d3405cfc2aa61f1412",
        "integrations": "obs_03c967d59c61de20884079b6",
        "integration_fingerprint": "obs_02ce5fa73dfb9947e2d09e27",
        "deployment_models": "obs_a27131c4e5b7672eff823950",
        "extensibility": "obs_35969860d9d2fb77e8a998e8"
      },
      "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": "2026-10-02"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33488,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-03T17:13:14.190776Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_069a7a427d6fc73793d9ffd9",
        "version": "obs_92ada2c6e242aa77abd84c2b",
        "last_release_at": "obs_c0a0e940a9b8856bdcaeb8fc",
        "last_release_url": "obs_c71610d73d4a9daa0b880c55",
        "pushed_at": "obs_7aa855070639536ad89000a2",
        "archived": "obs_a32ddf4d6a2eabb25074646b",
        "default_branch": "obs_362544b26dd160cb9744a470",
        "default_branch_updated_at": "obs_7db7df0497463d7754d81e2b",
        "maintenance_status": "obs_afd52c29125bedaaee8a4d94",
        "momentum": "obs_002bb23a403fd5d41f076c37",
        "repository_topics": "obs_8d115f912ef2c09bd7cd0289",
        "integrations": "obs_5de0afaa8d04d6aeb2f34f31",
        "integration_fingerprint": "obs_e32929d0efe8eab2e05a0b05",
        "deployment_models": "obs_b4090d1540df513505afd9c6",
        "extensibility": "obs_1ac8cb8b4367887a97083b72"
      },
      "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": "2026-10-03"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33509,
      "momentum": 9.6,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-05T17:12:19.837870Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_dd0bbcb0e124e9501edd57ab",
        "version": "obs_ffca8090d820fb74994131c3",
        "last_release_at": "obs_44d15554f604e3a6a20734e9",
        "last_release_url": "obs_a45d78e9c39cbecae7dc47e5",
        "pushed_at": "obs_6220e9ce3e6c76e20ea252f8",
        "archived": "obs_d5b339f105b8e59eea123ed6",
        "default_branch": "obs_c48c20097b78ec027b75ae55",
        "default_branch_updated_at": "obs_330bffd31c0b9e46101cfa96",
        "maintenance_status": "obs_643a64b482ef8cd96ce076d2",
        "momentum": "obs_47265f0e17f7cba93cd422e1",
        "repository_topics": "obs_acc6efc15b943a24ac6459dd",
        "integrations": "obs_487d7ca0b38e82c0461829ad",
        "integration_fingerprint": "obs_0fa1e31b644f3154532d95dd",
        "deployment_models": "obs_ebeaff13e8829a1173328810",
        "extensibility": "obs_2bb8877f5233a22e4338963a"
      },
      "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": "2026-10-05"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33520,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-06T17:10:49.497470Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_9cb48489c7591b85d9649205",
        "version": "obs_ce5dd27c4e93c3c0c5d6029a",
        "last_release_at": "obs_60a44860fa55d5da4f2a2b15",
        "last_release_url": "obs_446a155e064af11b9afba07f",
        "pushed_at": "obs_5e207f59c3cb3734de12dbcc",
        "archived": "obs_ff7c33d9d37dd18affa9d7f3",
        "default_branch": "obs_e97da551af57fe1222e4f734",
        "default_branch_updated_at": "obs_629bf08b35165cba281cff5e",
        "maintenance_status": "obs_dc7564195a43e5e52e8abed4",
        "momentum": "obs_2e7723c8339b55ed878d7633",
        "repository_topics": "obs_ae8e34f410a8b3906f2ae977",
        "integrations": "obs_f20dd760bde5201eb3ab8e7a",
        "integration_fingerprint": "obs_9ff7923cbfef49311ff2c762",
        "deployment_models": "obs_65fef68e0882bea376f06de7",
        "extensibility": "obs_27f4b537eb8b8af6a2ac7c09"
      },
      "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": "2026-10-06"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33526,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-07T17:10:55.089768Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_e275acc659be7dd133f06963",
        "version": "obs_4e90cd84df7bf6daf3c0c26d",
        "last_release_at": "obs_154f5aff67d5d53649653b52",
        "last_release_url": "obs_f738568fedb37e7ea5fe69d1",
        "pushed_at": "obs_741923248cef84844635d0e3",
        "archived": "obs_d3f29f0f9b2819d7587d8a0d",
        "default_branch": "obs_d6a13ac25b4b9c420fc38dd2",
        "default_branch_updated_at": "obs_c102ad3ca417360a0bc5aab2",
        "maintenance_status": "obs_5518303a8f51b694036e664c",
        "momentum": "obs_73b6d67a25c6ab5823726361",
        "repository_topics": "obs_07a5f4d6d757c9d959e5aae4",
        "integrations": "obs_ba15f6d292b3aeada0bb8fa0",
        "integration_fingerprint": "obs_f9ccfb6d84ab748c1b97b831",
        "deployment_models": "obs_ef9b8cad9aff3aca72d7daa5",
        "extensibility": "obs_41d608dc34bd707b38b9bbc3"
      },
      "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": "2026-10-07"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33528,
      "momentum": 9.3,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-08T05:15:53.503430Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_b92f5c56eb54599ea6ff2ed3",
        "version": "obs_657c2fcbbf59fc0784b249b5",
        "last_release_at": "obs_d2352234e4a0d02c7b8eccc0",
        "last_release_url": "obs_cb80f9136b620b5f89fccdee",
        "pushed_at": "obs_88c48bbabdb61e2724d572b9",
        "archived": "obs_7166b777d52e083f92f4c23e",
        "default_branch": "obs_21e48be241c882b048216e98",
        "default_branch_updated_at": "obs_30d9d578c25921e514cbd7ab",
        "maintenance_status": "obs_8eade5a7edd5d8bdbd2565e5",
        "momentum": "obs_895390fb492eb9c9912102d1",
        "repository_topics": "obs_8c131b87ebd6b03b100687d9",
        "integrations": "obs_9da0425854aa45f201b3ddc3",
        "integration_fingerprint": "obs_493db2eac33e1b2175435e6b",
        "deployment_models": "obs_145a92c54af5c5f041d2e505",
        "extensibility": "obs_5e828f63e58c5e01d2b65a07"
      },
      "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": "2026-10-08"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33556,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-09T17:10:43.538271Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_bc0329e343999e80ac4f781e",
        "version": "obs_054985945991bdf1e0a53f1c",
        "last_release_at": "obs_0d8f44a7d11cebba25122b3c",
        "last_release_url": "obs_cc1bcf08a02b41208cdd050b",
        "pushed_at": "obs_5ef579d87aeba9c80c919ecf",
        "archived": "obs_c61590124a761fdc12a73879",
        "default_branch": "obs_ba9f5100200cf1079adec836",
        "default_branch_updated_at": "obs_3cd7e26c63ebb8bce157ec56",
        "maintenance_status": "obs_6aef24c1e97ed6f4664430d8",
        "momentum": "obs_73efbb21a030849c3f49d7fd",
        "repository_topics": "obs_0f33beeaa6d131c02471a6e1",
        "integrations": "obs_4917e447a0a21bd5eb325422",
        "integration_fingerprint": "obs_5fda30099c349895583c3916",
        "deployment_models": "obs_4bdeda995d6be9987f8e799d",
        "extensibility": "obs_23439927296ede85d97840f7"
      },
      "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": "2026-10-09"
    },
    {
      "id": "gh:xai-org/x-algorithm",
      "score": 8.2,
      "popularity": 33263.0,
      "stars": 33563,
      "momentum": 9.0,
      "score_components": {
        "usefulness": 7.5,
        "novelty": 8.5,
        "momentum": 9.5,
        "maturity": 8.9,
        "open_source_build_quality": 8.4,
        "evidence": 7.2,
        "commercial_workflow_potential": 8.6,
        "setup_ease": 4.2
      },
      "tier": "Gold",
      "verdict": "watch",
      "risk": "none",
      "verification_stage": "discovered",
      "pricing_fingerprint": null,
      "pricing_summary": null,
      "pricing_facts": [],
      "pricing_checked_at": null,
      "pricing_stale": null,
      "version": null,
      "last_release_at": null,
      "last_release_url": null,
      "maintenance_status": "active",
      "integration_fingerprint": null,
      "integration_count": 0,
      "integrations": [],
      "source_observed_at": "2026-10-10T17:09:29.745535Z",
      "observation_source_url": "https://api.github.com/graphql",
      "observation_extractor_version": "github-observer-v2",
      "observation_refs": {
        "stars": "obs_bbe0124eed2e560fe7ff6991",
        "version": "obs_a778b71cdf9a9b1094cdfd29",
        "last_release_at": "obs_a7ff74de02b997f54c760adb",
        "last_release_url": "obs_a4b97bbc9fc28ea8b4923b7c",
        "pushed_at": "obs_39317429d0bac96d5b825cba",
        "archived": "obs_4529f60cdf9d14a072c6114b",
        "default_branch": "obs_d02c481d2d94205b73cb0c5e",
        "default_branch_updated_at": "obs_c08c3e4cbbb95e10b5223203",
        "maintenance_status": "obs_40e06bbd99e36259d6622cea",
        "momentum": "obs_260c32880e1a5eb89845b9d0",
        "repository_topics": "obs_66f8542682776573d3179ad8",
        "integrations": "obs_adf368f0858c9d6ae8fea3fe",
        "integration_fingerprint": "obs_4b8a89d36d62901af83c41fe",
        "deployment_models": "obs_fb691db528621f9f7cb100bb",
        "extensibility": "obs_3b7f6cb6f5aaca1d223318a8"
      },
      "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": "2026-10-10"
    }
  ],
  "changes": [
    {
      "id": "evt_561bf0d0ebe954e913aa",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-10T17:09:29.745535Z",
      "before": 33554,
      "after": 33563,
      "explanation": "Stars changed: 33554 → 33563.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_c838fca660b58ebcc44f",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-10T05:15:01.956756Z",
      "before": 33556,
      "after": 33554,
      "explanation": "Stars changed: 33556 → 33554.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_992d730027b4c9ca4c85",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-09T17:10:43.538271Z",
      "before": 33542,
      "after": 33556,
      "explanation": "Stars changed: 33542 → 33556.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_42fd4e215a111b19f738",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-09T05:11:59.425720Z",
      "before": 33528,
      "after": 33542,
      "explanation": "Stars changed: 33528 → 33542.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_2ffb0efb259e57b9805d",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-08T05:15:53.503430Z",
      "before": 33526,
      "after": 33528,
      "explanation": "Stars changed: 33526 → 33528.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_0a52525925df9b2d2bd8",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-07T17:10:55.089768Z",
      "before": 33525,
      "after": 33526,
      "explanation": "Stars changed: 33525 → 33526.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_5aa74d35cab7d3a8550a",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-07T05:14:31.025401Z",
      "before": 33520,
      "after": 33525,
      "explanation": "Stars changed: 33520 → 33525.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_afa6fb068e1629caafa3",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-06T17:10:49.497470Z",
      "before": 33517,
      "after": 33520,
      "explanation": "Stars changed: 33517 → 33520.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_8fa0f6f490a6410dd3eb",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-06T11:51:05.323120Z",
      "before": 33509,
      "after": 33517,
      "explanation": "Stars changed: 33509 → 33517.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_a9c9a8c44f5dd7647bbb",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-05T17:12:19.837870Z",
      "before": 33488,
      "after": 33509,
      "explanation": "Stars changed: 33488 → 33509.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_c6595ad78d89892c8fa1",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-03T17:13:14.190776Z",
      "before": 33485,
      "after": 33488,
      "explanation": "Stars changed: 33485 → 33488.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_e0120aebce8319bf9ecf",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-03T11:14:47.510417Z",
      "before": 33480,
      "after": 33485,
      "explanation": "Stars changed: 33480 → 33485.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_18ad66cb1fc0ded514a1",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-02T17:11:36.588066Z",
      "before": 33485,
      "after": 33480,
      "explanation": "Stars changed: 33485 → 33480.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_70a0b9dd581fcd18f089",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-02T13:49:49.476083Z",
      "before": 33481,
      "after": 33485,
      "explanation": "Stars changed: 33481 → 33485.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_aee17a2c0f6595d52642",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-01T21:24:16.558226Z",
      "before": 33480,
      "after": 33481,
      "explanation": "Stars changed: 33480 → 33481.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_48fc80fa75e45b3d1bad",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-01T20:04:09.626108Z",
      "before": 33479,
      "after": 33480,
      "explanation": "Stars changed: 33479 → 33480.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_aeae531ecc537e766b5f",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-10-01T17:20:20.713752Z",
      "before": 33459,
      "after": 33479,
      "explanation": "Stars changed: 33459 → 33479.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_96f90251608474f47629",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-30T05:08:12.323055Z",
      "before": 33457,
      "after": 33459,
      "explanation": "Stars changed: 33457 → 33459.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_ba457143dee27798024e",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-29T17:08:16.498456Z",
      "before": 33451,
      "after": 33457,
      "explanation": "Stars changed: 33451 → 33457.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_68cf56cccc17b5b8d53f",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-29T05:09:59.243338Z",
      "before": 33445,
      "after": 33451,
      "explanation": "Stars changed: 33445 → 33451.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_8a1cbc2b35984bf5c504",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-28T13:47:34.707135Z",
      "before": 33424,
      "after": 33445,
      "explanation": "Stars changed: 33424 → 33445.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_2b149535c0eb2dc03cc9",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-27T01:47:58.533096Z",
      "before": 33425,
      "after": 33424,
      "explanation": "Stars changed: 33425 → 33424.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_d033a86e94f965954d01",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-26T09:47:30.421436Z",
      "before": 33414,
      "after": 33425,
      "explanation": "Stars changed: 33414 → 33425.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_12ff2cb7459c5247e9f4",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-25T13:50:57.994663Z",
      "before": 33394,
      "after": 33414,
      "explanation": "Stars changed: 33394 → 33414.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_4d51a46c4cbd186de901",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-24T21:49:16.463298Z",
      "before": 33387,
      "after": 33394,
      "explanation": "Stars changed: 33387 → 33394.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_3e6c96641a9669411b3f",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-24T05:09:18.096595Z",
      "before": 33382,
      "after": 33387,
      "explanation": "Stars changed: 33382 → 33387.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_94f916e32d16db5331a6",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-23T19:48:29.703424Z",
      "before": 33359,
      "after": 33382,
      "explanation": "Stars changed: 33359 → 33382.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_3e8777bbcad057e4c77e",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-22T17:06:39.688103Z",
      "before": 33349,
      "after": 33359,
      "explanation": "Stars changed: 33349 → 33359.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_48db9e2608a90cbda9f7",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-22T07:47:03.349413Z",
      "before": 33344,
      "after": 33349,
      "explanation": "Stars changed: 33344 → 33349.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_d942d823351eea156fd0",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-21T23:47:16.337043Z",
      "before": 33340,
      "after": 33344,
      "explanation": "Stars changed: 33340 → 33344.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_3a4efa3c3012acc3c223",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-21T21:47:01.452749Z",
      "before": 33310,
      "after": 33340,
      "explanation": "Stars changed: 33310 → 33340.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_2f7cca42581f4fc0f727",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-21T05:07:13.847315Z",
      "before": 33295,
      "after": 33310,
      "explanation": "Stars changed: 33295 → 33310.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_3e3726c3d20d43dd4ae3",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-20T17:06:32.868873Z",
      "before": 33275,
      "after": 33295,
      "explanation": "Stars changed: 33275 → 33295.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_c2f25acf751229268ae2",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "stars_changed",
      "occurred_at": "2026-09-20T05:06:31.934582Z",
      "before": 33269,
      "after": 33275,
      "explanation": "Stars changed: 33269 → 33275.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    },
    {
      "id": "evt_b5a78b00502190898007",
      "entity_id": "gh:xai-org/x-algorithm",
      "item_url": "/item/x-for-you-feed-algorithm/",
      "title": "X For You Feed Algorithm",
      "category": "other",
      "kind": "new_entity",
      "occurred_at": "2026-09-19T17:06:40.081307Z",
      "before": null,
      "after": "watch",
      "explanation": "Newly added to RepoRadar's decision catalog.",
      "explanation_scope": "catalog_snapshot_delta",
      "evidence_refs": {},
      "tier": "Gold",
      "risk": "none",
      "verdict": "watch",
      "score": 8.2,
      "entity_kind": "open_source",
      "verification_stage": "discovered",
      "type": "GitHub repo",
      "section": "New Research With Code/Demo",
      "local_ai": false,
      "local_model_compatible": false,
      "discovery_topic": "research",
      "discovery_topic_status": "candidate",
      "setup_ease": 4.2,
      "best_for": [
        "recommender-system engineers",
        "ML researchers studying ranking at scale"
      ],
      "risk_categories": [],
      "search_text": "x for you feed algorithm xai-org open_source other research gold none watch recommender-system engineers ml researchers studying ranking at scale",
      "material_mover": false
    }
  ]
}
