{"aipoch/open-science":{"detail":{"owner":"aipoch","name":"open-science","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"fd5be5bbd9f779d0ca076f61bb0d664209e0cf488de33bec1ee3aef212fcf03a","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.3475,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":44.16,"c_criticality":0.35,"p_governance":55.0,"c_governance":0.7,"p_rigor":95.0,"c_rigor":0.3,"p_accessibility":17.58126,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.33,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.3475,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.3575,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.32,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.3825,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/aipoch__open-science.json","source_sha256":"6cbec03780149babb76352a071c1728bcdfb143ec06593a1f10b245b53c7033a","fetched_at":"2026-10-10T09:25:36.004973+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":58.6042,"score":58.6042,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/aipoch__open-science.json","source_sha256":"d2ba4b330deae909ab8fcb3c4dedc5cb10a8052c113c15f3d7491d5fc4e07fa3","fetched_at":"2026-10-13T03:57:38.128227+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":999,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/aipoch__open-science.json","source_sha256":"b2bc0b1ce31e4bec530834b31af0e0b41c845b7c8fd29c724d3ae355f1fe2958","fetched_at":"2026-10-10T17:32:56.815159+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/aipoch__open-science.json","source_sha256":"6cbec03780149babb76352a071c1728bcdfb143ec06593a1f10b245b53c7033a","fetched_at":"2026-10-10T09:25:36.004973+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/aipoch__open-science.json","source_sha256":"931adc94d64c99fd027ede7987739fb48e9a7ac6ba236247db701829f84dff83","fetched_at":"2026-10-09T18:53:20.201292+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4416,"score":44.16,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/aipoch__open-science.json","source_sha256":"d10573589ab24f42dc2bfd7fabebb5478c4c8facc258259d80de10ed547d87a2","fetched_at":"2026-10-10T17:32:56.818541+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"promotion_ladder","pillar":"governance","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"}]},"bytebot-ai/bytebot":{"detail":{"owner":"bytebot-ai","name":"bytebot","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"030212bd7a30d75ccd3c374e8bf9dd255fc39f52673811e617aeddf8aea9456c","eligible":false,"gate_reason":"archived","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"archived","career_capital":"archived","first_timer":"archived","senior_systems":"archived"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"Cadene/pretrained-models.pytorch":{"detail":{"owner":"Cadene","name":"pretrained-models.pytorch","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"bdb80d8fc6acba13555830cb84033bcdfdac3255faa0252aa8be9d7b6a19a085","eligible":false,"gate_reason":"stale","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"stale","career_capital":"stale","first_timer":"stale","senior_systems":"stale"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"Canner/WrenAI":{"detail":{"owner":"Canner","name":"WrenAI","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"a96833f8a4e0a69f83717b856eacb98bd7b873ffd3098f34fcdd9fae913af70d","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.51,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":29.289834982898,"c_criticality":1.0,"p_governance":80.0,"c_governance":0.7,"p_rigor":95.0,"c_rigor":0.3,"p_accessibility":32.5,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.46,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.51,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.585,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.385,"tier":null,"rated":false},"senior_systems":{"porchlamp":59.85,"coverage":0.61,"tier":"B","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Canner__WrenAI.json","source_sha256":"aaa3d4d017deca6615f9f204da346461d9a7a2827eb6aa51f6d2bc778acec697","fetched_at":"2026-10-10T04:44:49.231037+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":15.934065934065934,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/Canner__WrenAI.json","source_sha256":"ecf66e9b6626c1d0d056ec59c6d1585b9f1c7dc4d8bf6de1d723a65b9e4e90db","fetched_at":"2026-10-10T15:31:20.716108+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":20831,"score":33.77483443708609,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__WrenAI.json","source_sha256":"3cbba9989ae66462fcc07b453a072892c15fffdab5954554db3b2cb8977e83af","fetched_at":"2026-10-07T16:51:57.952876+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":19,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/Canner__WrenAI.json","source_sha256":"8a4b0ddb90f88fb34ac3df9f43f2240cbc09bc5ad022cffb631d83f464fe5599","fetched_at":"2026-10-13T02:45:06.899118+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":401,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/Canner__WrenAI.json","source_sha256":"a01b4d6f5a423840b1fa4d5d4516d26ac8437868220b78e30c8f2a492550aae8","fetched_at":"2026-10-10T13:27:33.535398+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Canner__WrenAI.json","source_sha256":"aaa3d4d017deca6615f9f204da346461d9a7a2827eb6aa51f6d2bc778acec697","fetched_at":"2026-10-10T04:44:49.231037+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":1,"score":10.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/Canner__WrenAI.json","source_sha256":"2a9617611261936ad2de88c65f6d92e2228198aaad464f8310244d3e64c48cd6","fetched_at":"2026-10-09T05:37:39.969781+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4135,"score":41.349999999999994,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/Canner__WrenAI.json","source_sha256":"d8671c349337321ad8adbda09a8f5bec0f2f5a422c64055a4cf29c146f6ddbdf","fetched_at":"2026-10-10T15:31:20.716108+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"promotion_ladder","pillar":"governance","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"}]},"CJackHwang/ds2api":{"detail":{"owner":"CJackHwang","name":"ds2api","ecosystem":"go","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"f302e94cf9172f3c7316a87baef1a1204a666dcf8011b60176c0099d492169e8","eligible":false,"gate_reason":"archived","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"archived","career_capital":"archived","first_timer":"archived","senior_systems":"archived"},"persona_composites":{},"suspicion":["closed_unread"],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"claudiodangelis/qrcp":{"detail":{"owner":"claudiodangelis","name":"qrcp","ecosystem":"go","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"767dfb9b5c33b86428af7cb9f78769e4230a8c14d7050942f9b0748f416de9c4","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.56,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":29.631226429102,"c_criticality":1.0,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":45.714285714286,"c_rigor":0.7,"p_accessibility":21.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.5925,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.56,"tier":null,"rated":false},"career_capital":{"porchlamp":35.97,"coverage":0.6175,"tier":"D","rated":true},"first_timer":{"porchlamp":null,"coverage":0.4175,"tier":null,"rated":false},"senior_systems":{"porchlamp":43.08,"coverage":0.6775,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/claudiodangelis__qrcp.json","source_sha256":"cf70b458747335bfdaab15358ed81548ee174f9915e090cd82afce08872263aa","fetched_at":"2026-10-10T05:59:53.340090+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":1,"score":34.4097995545657,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/claudiodangelis__qrcp.json","source_sha256":"79ce7340de1ea803b6c9615777e79c980e87f15fc36eb573c98a8d5608b1b9b4","fetched_at":"2026-10-11T11:36:10.019785+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":16,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/claudiodangelis__qrcp.json","source_sha256":"dbf7889e039f2dc9837bccb15453166ce53d6720e528211acf38e569bd3ec3d4","fetched_at":"2026-10-13T02:59:23.702519+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":5,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.0,"score":null,"n":1,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/claudiodangelis__qrcp.json","source_sha256":"cf70b458747335bfdaab15358ed81548ee174f9915e090cd82afce08872263aa","fetched_at":"2026-10-10T05:59:53.340090+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/claudiodangelis__qrcp.json","source_sha256":"9fc84c169468a1462f71f72d181d26dd805de647ef25ce77422398e842435738","fetched_at":"2026-10-09T09:44:27.841137+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2417,"score":24.169999999999998,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/claudiodangelis__qrcp.json","source_sha256":"a81b2362ddf4b2a1121b38162205814a737458f634489de1fa8e849d4315c5b5","fetched_at":"2026-10-11T11:36:10.019785+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":50.0,"score":50.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/claudiodangelis__qrcp.json","source_sha256":"17f8a0a93683b9d0280fcdb95c8e8711708f4f9aa95774c9fe6e802d11595267","fetched_at":"2026-10-07T19:51:23.515049+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/claudiodangelis__qrcp.json","source_sha256":"cf70b458747335bfdaab15358ed81548ee174f9915e090cd82afce08872263aa","fetched_at":"2026-10-10T05:59:53.340090+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}]},"dabeaz-course/python-mastery":{"detail":{"owner":"dabeaz-course","name":"python-mastery","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"9e6a57dd03225626e8889b24e3fe1dfac7988c49bd88fc3b215625ec9f0492a9","eligible":false,"gate_reason":"non_software","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"non_software","career_capital":"non_software","first_timer":"non_software","senior_systems":"non_software"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"docsifyjs/docsify":{"detail":{"owner":"docsifyjs","name":"docsify","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"db59b2ee1a7d8158852550026a1dd2fc5c7b196638c5d788f60e24dcc2fc580e","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2417,"tie_group":null,"porchlamp":43.12,"coverage":0.915,"tier":"C","tier_ceiling":"A","quadrant":"Graveyard","leverage":46.28,"friction":58.14,"leverage_coverage":1.0,"friction_coverage":0.845,"p_responsiveness":40.834745835921,"c_responsiveness":0.75,"p_criticality":48.058768751796,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":40.50125,"c_rigor":1.0,"p_accessibility":31.470588235294,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"high_barrier_to_entry","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":42.68,"coverage":0.935,"tier":"C","rated":true},"balanced":{"porchlamp":43.12,"coverage":0.915,"tier":"C","rated":true},"career_capital":{"porchlamp":42.91,"coverage":0.92,"tier":"C","rated":true},"first_timer":{"porchlamp":40.16,"coverage":0.8675,"tier":"C","rated":true},"senior_systems":{"porchlamp":45.24,"coverage":0.955,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/docsifyjs__docsify.json","source_sha256":"50b342a41dc73cb360cdaed02a159700ace37d561bdb0b7dc9f9da0334613c63","fetched_at":"2026-10-10T03:36:25.954203+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":210,"score":56.0958904109589,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/docsifyjs__docsify.json","source_sha256":"2e322204d85b306aa478f3f3d241bfaef46faa0a22d17e285e4a3d873de1dbfe","fetched_at":"2026-10-10T14:38:07.136271+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":383298,"score":40.34965034965035,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__docsify.json","source_sha256":"965ed088faeb6f694839bc0cc4f3ad52e0000fe3d121ac455a59bf8f450571c5","fetched_at":"2026-10-10T21:10:45.247691+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/docsifyjs__docsify.json","source_sha256":"31ce22a525931b9042b571b752904caa4b0b221e1307e232d54b3af11547f235","fetched_at":"2026-10-13T02:35:12.874097+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":60,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/docsifyjs__docsify.json","source_sha256":"397a27ec63c603ba63a48cfa06075922f98cd7f424d6777be111fbf039d69d7f","fetched_at":"2026-10-10T12:29:06.436273+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.29411764705882354,"score":41.17647058823529,"n":17,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/docsifyjs__docsify.json","source_sha256":"f7e9498faff713f5a11d355e235716a8737abfd55afef3549d9023e51f41f2cf","fetched_at":"2026-10-15T02:43:31.669794+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/docsifyjs__docsify.json","source_sha256":"50b342a41dc73cb360cdaed02a159700ace37d561bdb0b7dc9f9da0334613c63","fetched_at":"2026-10-10T03:36:25.954203+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.1111,"score":13.887500000000001,"n":9,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/docsifyjs__docsify.json","source_sha256":"20300105ee77e1c489e4fd8194998b50e417cf2ec7412c6eb428ddb2eb9f2ccd","fetched_at":"2026-10-10T20:09:19.922011+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.2,"score":40.0,"n":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/docsifyjs__docsify.json","source_sha256":"20300105ee77e1c489e4fd8194998b50e417cf2ec7412c6eb428ddb2eb9f2ccd","fetched_at":"2026-10-10T20:09:19.922011+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/docsifyjs__docsify.json","source_sha256":"9255740f87d27cbe44f5327732b4693a91d16a5915e6f3a46a3e125dfd0337e2","fetched_at":"2026-10-09T03:29:33.559237+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4438,"score":44.379999999999995,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/docsifyjs__docsify.json","source_sha256":"83f60434f53a8a798a902bff9b755e2b8758e605f3a998a768c1825b5304d776","fetched_at":"2026-10-10T14:38:07.136271+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":65.0,"score":65.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/docsifyjs__docsify.json","source_sha256":"47bc98c22515ce83c98bd723c3f6ce5d8c4a53b0f39a11fe425d4c0d62c7bfc2","fetched_at":"2026-10-07T15:04:50.614044+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/docsifyjs__docsify.json","source_sha256":"50b342a41dc73cb360cdaed02a159700ace37d561bdb0b7dc9f9da0334613c63","fetched_at":"2026-10-10T03:36:25.954203+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0667,"score":8.337499999999999,"n":60,"window_start":"2026-04-18T02:43:31.669794+00:00","window_end":"2026-10-15T02:43:31.669794+00:00","method":"primary","source":"raw/pr_window/docsifyjs__docsify.json","source_sha256":"f7e9498faff713f5a11d355e235716a8737abfd55afef3549d9023e51f41f2cf","fetched_at":"2026-10-15T02:43:31.669794+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":32.6333,"score":63.91723800920613,"n":31,"window_start":"2026-04-18T02:43:31.669794+00:00","window_end":"2026-10-15T02:43:31.669794+00:00","method":"primary","source":"raw/pr_window/docsifyjs__docsify.json","source_sha256":"f7e9498faff713f5a11d355e235716a8737abfd55afef3549d9023e51f41f2cf","fetched_at":"2026-10-15T02:43:31.669794+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":593.2042,"score":24.9691738594328,"n":27,"window_start":"2026-04-18T02:43:31.669794+00:00","window_end":"2026-10-15T02:43:31.669794+00:00","method":"primary","source":"raw/pr_window/docsifyjs__docsify.json","source_sha256":"f7e9498faff713f5a11d355e235716a8737abfd55afef3549d9023e51f41f2cf","fetched_at":"2026-10-15T02:43:31.669794+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to docsifyjs/docsify got a first human reply in a median of 32.6 hours (31 pull requests, 18 April to 15 October 2026); 29% got none within 14 days.","It ranks 2,417 of 3,219 overall.","It is not ranked for first-time contributors: this repository does not show a low enough barrier for a first-time contributor."],"standings":{"balanced":{"rank":2417,"total":3219,"reason":null},"first_timer":{"rank":null,"total":1525,"reason":"This repository does not show a low enough barrier for a first-time contributor."},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":2828,"total":3696,"reason":null}},"similar":[{"owner":"radix-ui","name":"primitives","rank":2414},{"owner":"GoogleChrome","name":"workbox","rank":2416},{"owner":"standardnotes","name":"app","rank":2418},{"owner":"vuejs","name":"create-vue","rank":2419},{"owner":"helmetjs","name":"helmet","rank":2421}]},"dromara/dynamic-tp":{"detail":{"owner":"dromara","name":"dynamic-tp","ecosystem":"maven","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"8aea64534775156129719f4b0e769335d57b2a17f971db256cbcae0fa6ce1d1e","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.436666666667,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":29.14,"c_criticality":0.466666666667,"p_governance":50.5,"c_governance":1.0,"p_rigor":40.0,"c_rigor":0.3,"p_accessibility":21.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.398333333333,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.436666666667,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.443333333333,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.376666666667,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.498333333333,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/dromara__dynamic-tp.json","source_sha256":"6745532f114d1d0e497394a46b3d0333b56b2fc3330857a594ec5169d78d9b5f","fetched_at":"2026-10-10T10:21:42.311781+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":15,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/dromara__dynamic-tp.json","source_sha256":"84d47f6cb7e7fc2ac8a091f2ab1f699d699d49ded04889425441906448120f2d","fetched_at":"2026-10-13T04:05:22.084599+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":99,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/dromara__dynamic-tp.json","source_sha256":"c8aa0568870d30d8f27a81a7747c1445a1c9b36a48e0c5c4925137855e162bab","fetched_at":"2026-10-10T17:57:09.495499+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":1.0,"score":null,"n":6,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/dromara__dynamic-tp.json","source_sha256":"6745532f114d1d0e497394a46b3d0333b56b2fc3330857a594ec5169d78d9b5f","fetched_at":"2026-10-10T10:21:42.311781+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/dromara__dynamic-tp.json","source_sha256":"312d50a202779206f59e4c32e10ba29caa08d7507fe784a708e15fd57353903c","fetched_at":"2026-10-09T21:35:51.059205+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2914,"score":29.14,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/dromara__dynamic-tp.json","source_sha256":"d4b28570ef0a65ec55c9489e82a13c924ff81fabbf02e2c1f649af7374f9216e","fetched_at":"2026-10-10T17:57:09.496102+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":33.3333,"score":null,"n":9,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/dromara__dynamic-tp.json","source_sha256":"6745532f114d1d0e497394a46b3d0333b56b2fc3330857a594ec5169d78d9b5f","fetched_at":"2026-10-10T10:21:42.311781+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}]},"dw-0/kiauh":{"detail":{"owner":"dw-0","name":"kiauh","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"b699a09c0d625ec5aa70c0fbf6f9e1aa85fdfd0980607a8a0dab2f042ba337cb","eligible":false,"gate_reason":"black_hole","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"black_hole","career_capital":"black_hole","first_timer":"black_hole","senior_systems":"black_hole"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":{"unanswered":11,"population_n":15,"unanswered_share":0.7333333333333333,"wilson_lower_bound":0.5212,"threshold_share":0.5,"min_n":10,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","fetched_at":"2026-10-16T17:07:01.564240+00:00","source":"raw/pr_window/dw-0__kiauh.json","source_sha256":"986afc3acbaeae196d8af362701fc72234d2e9995bd085517615786ab0a20e0c","excluded":{"draft":0,"self_closed":1,"new_account":0,"bot":0,"internal":0,"under_14d":0},"counted_prs":[{"number":826,"created_at":"2026-09-27T20:50:38Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":823,"created_at":"2026-08-31T05:22:15Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":820,"created_at":"2026-08-03T23:10:05Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":819,"created_at":"2026-07-15T09:14:04Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":816,"created_at":"2026-06-30T19:16:40Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":813,"created_at":"2026-06-28T21:02:41Z","answered_within_14d":true,"first_response_at":"2026-06-29T20:43:10Z","response_kind":"merged"},{"number":812,"created_at":"2026-06-28T15:47:14Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":811,"created_at":"2026-06-27T10:31:17Z","answered_within_14d":true,"first_response_at":"2026-06-27T10:53:13Z","response_kind":"review_or_comment"},{"number":809,"created_at":"2026-06-13T15:21:07Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":806,"created_at":"2026-06-08T21:42:33Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":804,"created_at":"2026-06-07T10:29:50Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":801,"created_at":"2026-06-02T00:45:28Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":799,"created_at":"2026-05-19T21:19:08Z","answered_within_14d":true,"first_response_at":"2026-05-30T13:36:02Z","response_kind":"review_or_comment"},{"number":797,"created_at":"2026-05-04T02:22:51Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":793,"created_at":"2026-04-23T18:14:33Z","answered_within_14d":true,"first_response_at":"2026-04-23T18:54:05Z","response_kind":"review_or_comment"}],"rule_inputs_measured":true}},"evidence":[]},"ets-labs/python-dependency-injector":{"detail":{"owner":"ets-labs","name":"python-dependency-injector","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"7191e261821bf7d898c6fb0273638eac2ae28b6c10c0b2d5f5a6b65cf07aa85e","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1668,"tie_group":null,"porchlamp":49.95,"coverage":0.825,"tier":"C","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":51.3,"friction":48.46,"leverage_coverage":1.0,"friction_coverage":0.7,"p_responsiveness":64.388143011503,"c_responsiveness":0.6,"p_criticality":61.628862989108,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":34.61875,"c_rigor":1.0,"p_accessibility":21.0,"c_accessibility":0.5,"persona_gates":{"senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":46.99,"coverage":0.87,"tier":"C","rated":true},"balanced":{"porchlamp":49.95,"coverage":0.825,"tier":"C","rated":true},"career_capital":{"porchlamp":49.68,"coverage":0.82,"tier":"C","rated":true},"first_timer":{"porchlamp":46.04,"coverage":0.71,"tier":"C","rated":true},"senior_systems":{"porchlamp":51.83,"coverage":0.915,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/ets-labs__python-dependency-injector.json","source_sha256":"23b050543bd57a0891276de8b005010f4e90ddaa4e10de00f5ea1a0a85e2dfd0","fetched_at":"2026-10-10T09:56:50.006261+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":77,"score":72.41758241758242,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/ets-labs__python-dependency-injector.json","source_sha256":"e7969ebcd6980134241ce32a5ef38b938a8bf06826002c6530378ebfc327b94d","fetched_at":"2026-10-10T20:04:14.657886+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":8267285,"score":78.03532008830022,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__python-dependency-injector.json","source_sha256":"7a71a3e873b841b347110caa2622be319934355ab4881089a949359660f2d45d","fetched_at":"2026-10-10T13:16:53.330306+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/ets-labs__python-dependency-injector.json","source_sha256":"3e54916d4a90ca5a894052965b17a66ec42211123b80ee47e70b4cae1813b42c","fetched_at":"2026-10-13T04:04:45.654556+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":35,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/ets-labs__python-dependency-injector.json","source_sha256":"0647bd33ac0a39eb0a490d654e72bf1c2192afc62f7180d5823a1ce91d4d17f8","fetched_at":"2026-10-10T17:52:33.272475+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.3333333333333333,"score":null,"n":9,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/ets-labs__python-dependency-injector.json","source_sha256":"23b050543bd57a0891276de8b005010f4e90ddaa4e10de00f5ea1a0a85e2dfd0","fetched_at":"2026-10-10T09:56:50.006261+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.8333,"score":100.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/ets-labs__python-dependency-injector.json","source_sha256":"9bd436a09572ed96705630be2185e6371405dcc7cdc8d775d281a3d28bda4c5e","fetched_at":"2026-10-11T02:09:27.447193+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/ets-labs__python-dependency-injector.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-09T20:46:12.439159+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3758,"score":37.580000000000005,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/ets-labs__python-dependency-injector.json","source_sha256":"549bd540f650a5585bc97036b1e47461d27f3c105e096dd4faf039b9604a440d","fetched_at":"2026-10-10T20:04:14.657886+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":40.0,"score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/ets-labs__python-dependency-injector.json","source_sha256":"480534b10d2fe80f252097e793961e68095aa8b09f9a20dd6af4d9cfbd334c8c","fetched_at":"2026-10-08T11:03:38.248929+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/ets-labs__python-dependency-injector.json","source_sha256":"23b050543bd57a0891276de8b005010f4e90ddaa4e10de00f5ea1a0a85e2dfd0","fetched_at":"2026-10-10T09:56:50.006261+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.1765,"score":22.0625,"n":17,"window_start":"2026-04-19T14:56:05.088981+00:00","window_end":"2026-10-16T14:56:05.088981+00:00","method":"primary","source":"raw/pr_window/ets-labs__python-dependency-injector.json","source_sha256":"a5cca62bec13e24ff42c434f55f6ef6d158705dd64b4adead774899a17b8c852","fetched_at":"2026-10-16T14:56:05.088981+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":41.5633,"score":55.19310503580372,"n":11,"window_start":"2026-04-19T14:56:05.088981+00:00","window_end":"2026-10-16T14:56:05.088981+00:00","method":"primary","source":"raw/pr_window/ets-labs__python-dependency-injector.json","source_sha256":"a5cca62bec13e24ff42c434f55f6ef6d158705dd64b4adead774899a17b8c852","fetched_at":"2026-10-16T14:56:05.088981+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":768.0447,"score":20.749542961608782,"n":10,"window_start":"2026-04-19T14:56:05.088981+00:00","window_end":"2026-10-16T14:56:05.088981+00:00","method":"primary","source":"raw/pr_window/ets-labs__python-dependency-injector.json","source_sha256":"a5cca62bec13e24ff42c434f55f6ef6d158705dd64b4adead774899a17b8c852","fetched_at":"2026-10-16T14:56:05.088981+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to ets-labs/python-dependency-injector got a first human reply in a median of 41.6 hours (11 pull requests, 19 April to 16 October 2026).","The share with no reply within 14 days has too small a sample to measure (9 pull requests counted; 10 needed).","It ranks 1,668 of 3,219 overall.","For first-time contributors it ranks 1,286 of 1,525 (the bottom 16%)."],"standings":{"balanced":{"rank":1668,"total":3219,"reason":null},"first_timer":{"rank":1286,"total":1525,"reason":null},"career_capital":{"rank":663,"total":798,"reason":null},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":2308,"total":3696,"reason":null}},"similar":[{"owner":"automatic-ripping-machine","name":"automatic-ripping-machine","rank":1662},{"owner":"containers","name":"podman-compose","rank":1664},{"owner":"elder-plinius","name":"OBLITERATUS","rank":1672},{"owner":"SWE-agent","name":"SWE-agent","rank":1682},{"owner":"Trusted-AI","name":"adversarial-robustness-toolbox","rank":1683}]},"extension-js/extension.js":{"detail":{"owner":"extension-js","name":"extension.js","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"c82d0d2cac446f70f6cdea60a5a0d9166f813f793954410960cdfea3a0775384","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2817,"tie_group":null,"porchlamp":37.9,"coverage":0.775,"tier":"D","tier_ceiling":"B","quadrant":"Graveyard","leverage":37.27,"friction":57.82,"leverage_coverage":1.0,"friction_coverage":0.6,"p_responsiveness":48.464264683974,"c_responsiveness":0.4,"p_criticality":28.418763435195,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":43.2,"c_rigor":1.0,"p_accessibility":14.01249,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":39.47,"coverage":0.83,"tier":"D","rated":true},"balanced":{"porchlamp":37.9,"coverage":0.775,"tier":"D","rated":true},"career_capital":{"porchlamp":34.34,"coverage":0.78,"tier":"D","rated":true},"first_timer":{"porchlamp":35.9,"coverage":0.64,"tier":"D","rated":true},"senior_systems":{"porchlamp":39.18,"coverage":0.885,"tier":"D","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/extension-js__extension.js.json","source_sha256":"59ca9cdafad742476314fdcb4bd7e11381b21d9d05fd40c83423045de3bc9d23","fetched_at":"2026-10-10T09:40:46.190137+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":3,"score":27.26027397260274,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/extension-js__extension.js.json","source_sha256":"5f7a4b7df8c0da0adec6dc226d0115e8b3f4002d8eac9f58e7fc6c80bfabeeb9","fetched_at":"2026-10-10T19:45:25.471162+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":34598,"score":25.384615384615383,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__extension.js.json","source_sha256":"e84963af6e6d5b4d0af0326e6e7d055c002898f30660acb7c0f9d7a18886b111","fetched_at":"2026-10-10T12:19:10.815856+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":46.7083,"score":46.7083,"n":25,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/extension-js__extension.js.json","source_sha256":"e70e73c873a43489b026db93d62acf21a67685333d8cd509da9488289a5dc26c","fetched_at":"2026-10-13T04:01:19.063127+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":869,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/extension-js__extension.js.json","source_sha256":"a900bfc7e28044d0940e51e0b08af5ed60868b76b9296f78927ab883805107e7","fetched_at":"2026-10-10T17:41:15.354220+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.0,"score":null,"n":2,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/extension-js__extension.js.json","source_sha256":"59ca9cdafad742476314fdcb4bd7e11381b21d9d05fd40c83423045de3bc9d23","fetched_at":"2026-10-10T09:40:46.190137+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/extension-js__extension.js.json","source_sha256":"af1ae871369cc05d4c049935e37bac52b4e0ef5bce59393ee3da456fc149222e","fetched_at":"2026-10-09T19:43:34.166339+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3191,"score":31.91,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/extension-js__extension.js.json","source_sha256":"a9103722191f07e1e09e32012f4273fdce320fc554c54dc80911d75f65ba3c64","fetched_at":"2026-10-10T19:45:25.471162+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":78.0,"score":78.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/extension-js__extension.js.json","source_sha256":"543413ffbb390f896997819e6cb0305f3f3e487179a637e3b1a6925d0d287730","fetched_at":"2026-10-08T03:25:27.791533+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/extension-js__extension.js.json","source_sha256":"59ca9cdafad742476314fdcb4bd7e11381b21d9d05fd40c83423045de3bc9d23","fetched_at":"2026-10-10T09:40:46.190137+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0,"score":0.0,"n":68,"window_start":"2026-04-11T00:51:35.117627+00:00","window_end":"2026-10-08T00:51:35.117627+00:00","method":"primary","source":"raw/pr_window/extension-js__extension.js.json","source_sha256":"2813c293277c38ac13ac3becc69ce9c998ec55aa442529f52d9b2397f4f76153","fetched_at":"2026-10-08T00:51:35.117627+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":72.8265,"score":34.964272352984764,"n":14,"window_start":"2026-04-11T00:51:35.117627+00:00","window_end":"2026-10-08T00:51:35.117627+00:00","method":"primary","source":"raw/pr_window/extension-js__extension.js.json","source_sha256":"2813c293277c38ac13ac3becc69ce9c998ec55aa442529f52d9b2397f4f76153","fetched_at":"2026-10-08T00:51:35.117627+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":43.4433,"score":88.96424167694205,"n":23,"window_start":"2026-04-11T00:51:35.117627+00:00","window_end":"2026-10-08T00:51:35.117627+00:00","method":"primary","source":"raw/pr_window/extension-js__extension.js.json","source_sha256":"2813c293277c38ac13ac3becc69ce9c998ec55aa442529f52d9b2397f4f76153","fetched_at":"2026-10-08T00:51:35.117627+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to extension-js/extension.js got a first human reply in a median of 3 days (14 pull requests, 11 April to 8 October 2026).","The share with no reply within 14 days has too small a sample to measure (2 pull requests counted; 10 needed).","It ranks 2,817 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":2817,"total":3219,"reason":null},"first_timer":{"rank":null,"total":1525,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":3146,"total":3696,"reason":null}},"similar":[{"owner":"emqx","name":"MQTTX","rank":2811},{"owner":"Devin-AXIS","name":"iPolloWork","rank":2812},{"owner":"AmanVarshney01","name":"create-better-t-stack","rank":2818},{"owner":"react-bootstrap","name":"react-bootstrap","rank":2819},{"owner":"UfoMiao","name":"zcf","rank":2822}]},"github/github-mcp-server":{"detail":{"owner":"github","name":"github-mcp-server","ecosystem":"go","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"0a15b72a5fb228daff586c7211b9a0bfe2b4aa20410e856a30e87a897f7bfad3","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.51,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":28.420048997773,"c_criticality":1.0,"p_governance":92.5,"c_governance":0.7,"p_rigor":95.0,"c_rigor":0.3,"p_accessibility":30.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.46,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.51,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.585,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.385,"tier":null,"rated":false},"senior_systems":{"porchlamp":63.03,"coverage":0.61,"tier":"B","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/github__github-mcp-server.json","source_sha256":"d6a5006db11998ea08715a5f11da2d6bd50a9f3017cbc9a7ef379c00de896f78","fetched_at":"2026-10-10T03:33:44.736874+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":15.478841870824054,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/github__github-mcp-server.json","source_sha256":"d73f089d99f4a02597223666d498d61b88b719bc7a4e0187128cfd725da8a2f7","fetched_at":"2026-10-11T11:18:24.896444+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":100.0,"score":100.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/github__github-mcp-server.json","source_sha256":"f5ef068989ae9cb7bb25f229cd0ddb691d0c5750ac7cd4bcca7704ba28e9e3f2","fetched_at":"2026-10-13T02:34:36.080350+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":4,"score":100.0,"n":585,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/github__github-mcp-server.json","source_sha256":"3b1a34795b3eed699c55a7394bf223290245d0a3a8a25a709c8ee64cbcf127b5","fetched_at":"2026-10-10T12:23:39.188353+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/github__github-mcp-server.json","source_sha256":"d6a5006db11998ea08715a5f11da2d6bd50a9f3017cbc9a7ef379c00de896f78","fetched_at":"2026-10-10T03:33:44.736874+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/github__github-mcp-server.json","source_sha256":"ed69190eb404b2de69bcd34d12f9c9d46c2b88bc798ab8771e4d470210972ed7","fetched_at":"2026-10-09T03:23:30.322351+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4321,"score":43.21,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/github__github-mcp-server.json","source_sha256":"38f5839f9de626642675e875250fdf6766e9d452dfce9eda5184e22d2703d3e4","fetched_at":"2026-10-11T11:18:24.896444+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"promotion_ladder","pillar":"governance","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"}]},"GoogleChromeLabs/ndb":{"detail":{"owner":"GoogleChromeLabs","name":"ndb","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"1baa5891f01a683bd90f6b17386fddf369a4e62e2160f8cc36feb60b801abf79","eligible":false,"gate_reason":"archived","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"archived","career_capital":"archived","first_timer":"archived","senior_systems":"archived"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"haproxy/haproxy":{"detail":{"owner":"haproxy","name":"haproxy","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"ee4ba381485ab708e8aadd76cfb3729a406a7654de82d369d05ce49ff03637fc","eligible":false,"gate_reason":"unrated: no_external_workflow","rated":false,"unrated_reason":"unrated: no_external_workflow","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"unrated: no_external_workflow","career_capital":"unrated: no_external_workflow","first_timer":"unrated: no_external_workflow","senior_systems":"unrated: no_external_workflow"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"hrkfdn/ncspot":{"detail":{"owner":"hrkfdn","name":"ncspot","ecosystem":"crates","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"95a14de853d8131fe8337f058f65ce90bad3f35980c25e2fa57eeac047862815","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2762,"tie_group":null,"porchlamp":38.77,"coverage":0.7525,"tier":"D","tier_ceiling":"B","quadrant":"Graveyard","leverage":32.85,"friction":55.87,"leverage_coverage":1.0,"friction_coverage":0.52,"p_responsiveness":35.479797979798,"c_responsiveness":0.1,"p_criticality":24.521510663915,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":34.96,"c_rigor":1.0,"p_accessibility":56.176470588235,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":37.43,"coverage":0.805,"tier":"D","rated":true},"balanced":{"porchlamp":38.77,"coverage":0.7525,"tier":"D","rated":true},"career_capital":{"porchlamp":37.98,"coverage":0.79,"tier":"D","rated":true},"first_timer":{"porchlamp":42.79,"coverage":0.64,"tier":"C","rated":true},"senior_systems":{"porchlamp":36.33,"coverage":0.8575,"tier":"D","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/hrkfdn__ncspot.json","source_sha256":"2eb2069c85accedd6e55e37bd7edcfe7598ad2c14f2a0c0a7666048639fc3d05","fetched_at":"2026-10-10T07:55:14.587524+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":16.52046783625731,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/hrkfdn__ncspot.json","source_sha256":"fa55e4e62511e4e63addffa8b9f237a3a4c851bb99e3399f5f075045280827f1","fetched_at":"2026-10-10T18:04:36.303434+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":467,"score":20.735294117647058,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__ncspot.json","source_sha256":"335e2458443c97d0341b57094340ecd083acdc8063f8140d2cfc2af6e77cb296","fetched_at":"2026-10-07T23:53:33.046512+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/hrkfdn__ncspot.json","source_sha256":"fd960e1a811ee21aa740d0fc6ebd876268bd4282e6dc0a13c81475942ad619a9","fetched_at":"2026-10-13T03:16:23.731230+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/hrkfdn__ncspot.json","source_sha256":"892338d6c52660e0d98a6cd370a0b5927091af52c17fd897a770e6609976e147","fetched_at":"2026-10-10T16:28:46.785138+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.42857142857142855,"score":null,"n":7,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/hrkfdn__ncspot.json","source_sha256":"2eb2069c85accedd6e55e37bd7edcfe7598ad2c14f2a0c0a7666048639fc3d05","fetched_at":"2026-10-10T07:55:14.587524+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.8,"score":100.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/hrkfdn__ncspot.json","source_sha256":"f0950fb0f88dd8a445a3eae139a6cfedfe06166481fab2d7e9589e7df73590f8","fetched_at":"2026-10-11T00:51:00.105113+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/hrkfdn__ncspot.json","source_sha256":"eaf4c34ca27f645c826ea3a61b5c417cdb763d611d33865d65a33bc0d6e0a7e9","fetched_at":"2026-10-09T14:49:23.893358+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3637,"score":36.370000000000005,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/hrkfdn__ncspot.json","source_sha256":"59bfaeb485e21731687e92bc951ca4b2e4f39a41cc92676ca8b6064df2682493","fetched_at":"2026-10-10T18:04:36.303434+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":55.0,"score":55.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/hrkfdn__ncspot.json","source_sha256":"e17180b8acd76dc83fd499532d91a5474bd905e54a7e5597b8d16c21fd1a11ab","fetched_at":"2026-10-07T23:53:31.541079+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/hrkfdn__ncspot.json","source_sha256":"2eb2069c85accedd6e55e37bd7edcfe7598ad2c14f2a0c0a7666048639fc3d05","fetched_at":"2026-10-10T07:55:14.587524+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0256,"score":3.2,"n":39,"window_start":"2026-04-19T02:28:10.404371+00:00","window_end":"2026-10-16T02:28:10.404371+00:00","method":"primary","source":"raw/pr_window/hrkfdn__ncspot.json","source_sha256":"cf9df12484cb51e82530b40d2fd0891f98239af71018123532067a04a5cd633a","fetched_at":"2026-10-16T02:28:10.404371+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":413.4183,"score":35.47979797979798,"n":25,"window_start":"2026-04-19T02:28:10.404371+00:00","window_end":"2026-10-16T02:28:10.404371+00:00","method":"primary","source":"raw/pr_window/hrkfdn__ncspot.json","source_sha256":"cf9df12484cb51e82530b40d2fd0891f98239af71018123532067a04a5cd633a","fetched_at":"2026-10-16T02:28:10.404371+00:00","unmeasured_reason":null}],"answer":["For hrkfdn/ncspot, the reply time and the share with no reply within 14 days both have too small a sample to measure (0 and 7 pull requests counted; 10 needed).","It ranks 2,762 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":2762,"total":3219,"reason":null},"first_timer":{"rank":null,"total":1525,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":3296,"total":3696,"reason":null}},"similar":[{"owner":"Barre","name":"ZeroFS","rank":2735},{"owner":"1jehuang","name":"jcode","rank":2751},{"owner":"Pagefind","name":"pagefind","rank":2757},{"owner":"benfred","name":"py-spy","rank":2776},{"owner":"Orange-OpenSource","name":"hurl","rank":2786}]},"hybridgroup/gocv":{"detail":{"owner":"hybridgroup","name":"gocv","ecosystem":"go","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"41eb89d0e7f93261e383b925a6cff2ea34e7e8f9b8d4f142cce0895d9d1f4090","eligible":false,"gate_reason":"stale","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"stale","career_capital":"stale","first_timer":"stale","senior_systems":"stale"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"jackocnr/intl-tel-input":{"detail":{"owner":"jackocnr","name":"intl-tel-input","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"3ff1d6523d5b4f89794da5dad2896d3534fedd59502914f1acb89db901f6930c","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2245,"tie_group":null,"porchlamp":44.91,"coverage":0.84,"tier":"C","tier_ceiling":"A","quadrant":"Graveyard","leverage":46.34,"friction":55.88,"leverage_coverage":1.0,"friction_coverage":0.695,"p_responsiveness":40.286374845869,"c_responsiveness":0.45,"p_criticality":53.281359229811,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":32.0,"c_rigor":1.0,"p_accessibility":44.12,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":41.9,"coverage":0.875,"tier":"C","rated":true},"balanced":{"porchlamp":44.91,"coverage":0.84,"tier":"C","rated":true},"career_capital":{"porchlamp":46.3,"coverage":0.86,"tier":"C","rated":true},"first_timer":{"porchlamp":43.44,"coverage":0.7625,"tier":"C","rated":true},"senior_systems":{"porchlamp":45.92,"coverage":0.91,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/jackocnr__intl-tel-input.json","source_sha256":"c32868c46ab95273b1d689d7b993ef6b695d0fa77adfed58d05794bfbc406a5e","fetched_at":"2026-10-10T06:57:35.773589+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":158,"score":53.082191780821915,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/jackocnr__intl-tel-input.json","source_sha256":"f1be89eafb34be64d9c99280a2454074ca25e29ea77cad236cfbd9e8520a8166","fetched_at":"2026-10-10T17:24:16.734856+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":3577177,"score":60.06993006993007,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__intl-tel-input.json","source_sha256":"c8fbbd1b6e45091a84b49a7b900779c81106d408c97bd7542652b70e1e40d528","fetched_at":"2026-10-07T21:48:13.901849+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/jackocnr__intl-tel-input.json","source_sha256":"3d488a39db6b4e84c6690271e4a0e0b3496c6013e64d188142aee86055014b00","fetched_at":"2026-10-13T03:08:43.329939+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":1000,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/jackocnr__intl-tel-input.json","source_sha256":"b5b674d212155c17b085bc9bcb44d11a1c18cd1f076e876adb778493f4fa1feb","fetched_at":"2026-10-10T15:39:12.303962+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.4166666666666667,"score":16.666666666666657,"n":12,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/jackocnr__intl-tel-input.json","source_sha256":"0a694ed9adfbbe92f240aaac81726f935195110201ea450289003fa73796cb24","fetched_at":"2026-10-15T22:09:57.793260+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/jackocnr__intl-tel-input.json","source_sha256":"c32868c46ab95273b1d689d7b993ef6b695d0fa77adfed58d05794bfbc406a5e","fetched_at":"2026-10-10T06:57:35.773589+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.5455,"score":68.1875,"n":11,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/jackocnr__intl-tel-input.json","source_sha256":"486275cc78f21b75e85ef78db4cd89a20abe0dfe694aa9e0a70cdf84da84a466","fetched_at":"2026-10-10T23:48:11.876185+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.4286,"score":85.72,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/jackocnr__intl-tel-input.json","source_sha256":"486275cc78f21b75e85ef78db4cd89a20abe0dfe694aa9e0a70cdf84da84a466","fetched_at":"2026-10-10T23:48:11.876185+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/jackocnr__intl-tel-input.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-09T12:25:26.964423+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4866,"score":48.66,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/jackocnr__intl-tel-input.json","source_sha256":"a6a00efe5a17ab43469d1ca3b6fcc369df994c50b5b20533ef478d9329e12bd5","fetched_at":"2026-10-10T17:24:16.734856+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":50.0,"score":50.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/jackocnr__intl-tel-input.json","source_sha256":"b8d3a3bfcb36f965ee5b904ecc8a083da35fd22e2f1c760afd5372587ec8cf78","fetched_at":"2026-10-07T21:48:12.720904+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/jackocnr__intl-tel-input.json","source_sha256":"c32868c46ab95273b1d689d7b993ef6b695d0fa77adfed58d05794bfbc406a5e","fetched_at":"2026-10-10T06:57:35.773589+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0,"score":0.0,"n":14,"window_start":"2026-04-18T22:09:57.793260+00:00","window_end":"2026-10-15T22:09:57.793260+00:00","method":"primary","source":"raw/pr_window/jackocnr__intl-tel-input.json","source_sha256":"0a694ed9adfbbe92f240aaac81726f935195110201ea450289003fa73796cb24","fetched_at":"2026-10-15T22:09:57.793260+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":691.5044,"score":19.91368680641183,"n":11,"window_start":"2026-04-18T22:09:57.793260+00:00","window_end":"2026-10-15T22:09:57.793260+00:00","method":"primary","source":"raw/pr_window/jackocnr__intl-tel-input.json","source_sha256":"0a694ed9adfbbe92f240aaac81726f935195110201ea450289003fa73796cb24","fetched_at":"2026-10-15T22:09:57.793260+00:00","unmeasured_reason":null}],"answer":["For jackocnr/intl-tel-input, the reply time has too small a sample to measure (0 pull requests counted; 10 needed).","42% of 12 outside pull requests got no reply within 14 days (20 April to 17 October 2026).","It ranks 2,245 of 3,219 overall.","For first-time contributors it ranks 1,373 of 1,525 (the bottom 11%)."],"standings":{"balanced":{"rank":2245,"total":3219,"reason":null},"first_timer":{"rank":1373,"total":1525,"reason":null},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":2905,"total":3696,"reason":null}},"similar":[{"owner":"avwo","name":"whistle","rank":2237},{"owner":"fingerprintjs","name":"fingerprintjs","rank":2243},{"owner":"JannisX11","name":"blockbench","rank":2247},{"owner":"udecode","name":"plate","rank":2248},{"owner":"react","name":"metro","rank":2249}]},"JCodesMore/ai-website-cloner-template":{"detail":{"owner":"JCodesMore","name":"ai-website-cloner-template","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"313b2040188b84b28e8b7d5efdc5b8e923cd9bdf633af81ca5ed4f5a289e20a9","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3008,"tie_group":null,"porchlamp":33.73,"coverage":0.9525,"tier":"D","tier_ceiling":null,"quadrant":"Graveyard","leverage":31.29,"friction":62.17,"leverage_coverage":1.0,"friction_coverage":0.92,"p_responsiveness":31.747222222222,"c_responsiveness":0.9,"p_criticality":15.673553261807,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":44.5,"c_rigor":1.0,"p_accessibility":34.007058823529,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"high_barrier_to_entry","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":36.03,"coverage":0.965,"tier":"D","rated":true},"balanced":{"porchlamp":33.73,"coverage":0.9525,"tier":"D","rated":true},"career_capital":{"porchlamp":30.66,"coverage":0.95,"tier":"D","rated":true},"first_timer":{"porchlamp":34.91,"coverage":0.92,"tier":"D","rated":true},"senior_systems":{"porchlamp":33.47,"coverage":0.9775,"tier":"D","rated":true}},"suspicion":["closed_unread"],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/JCodesMore__ai-website-cloner-template.json","source_sha256":"603a8eff51249ed22786f13f25567f5538ee67a090cf58b76c6df48db260ef35","fetched_at":"2026-10-10T03:31:06.246666+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":10.136986301369863,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/JCodesMore__ai-website-cloner-template.json","source_sha256":"27480f62e3c41b0649ac67577ed236848d68661c531a584a21486480730dbe77","fetched_at":"2026-10-10T14:29:38.368867+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":113,"score":4.965034965034965,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__ai-website-cloner-template.json","source_sha256":"0880007f0af5dd6820b45294b7037a3d8f2ddf854cb3b1cecb57e11be7495bdf","fetched_at":"2026-10-10T10:51:02.044712+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.95,"score":100.0,"n":20,"window_start":"2026-04-18T01:14:07.102952+00:00","window_end":"2026-07-17T01:14:07.102952+00:00","method":"primary","source":"raw/pr_window/JCodesMore__ai-website-cloner-template.json","source_sha256":"e7188e0406cb867e0e9b2259c3f66876d5c014e524c547ba42b0e308aee5f7d6","fetched_at":"2026-10-15T01:14:07.102952+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/JCodesMore__ai-website-cloner-template.json","source_sha256":"7e2d7d61d94a3a0e0c90ad276a3310777ba8bf1ccf3143302288be27afbf6aad","fetched_at":"2026-10-13T02:33:09.037374+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":80,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/JCodesMore__ai-website-cloner-template.json","source_sha256":"7fb625cd25f7932740cc9c992d5f43041960a9520b2dc5675bafc0de71dfd64e","fetched_at":"2026-10-10T12:13:18.556835+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.6363636363636364,"score":0.0,"n":33,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/JCodesMore__ai-website-cloner-template.json","source_sha256":"e7188e0406cb867e0e9b2259c3f66876d5c014e524c547ba42b0e308aee5f7d6","fetched_at":"2026-10-15T01:14:07.102952+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/JCodesMore__ai-website-cloner-template.json","source_sha256":"603a8eff51249ed22786f13f25567f5538ee67a090cf58b76c6df48db260ef35","fetched_at":"2026-10-10T03:31:06.246666+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.1429,"score":17.8625,"n":35,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/JCodesMore__ai-website-cloner-template.json","source_sha256":"f18933c314ec3c1a4236afef467c7f8e543f327820f3412f25c96e534f29e7a1","fetched_at":"2026-10-10T19:58:15.473883+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.2308,"score":46.160000000000004,"n":13,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/JCodesMore__ai-website-cloner-template.json","source_sha256":"f18933c314ec3c1a4236afef467c7f8e543f327820f3412f25c96e534f29e7a1","fetched_at":"2026-10-10T19:58:15.473883+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/JCodesMore__ai-website-cloner-template.json","source_sha256":"bf73bdddba33569ec4b28b4578bef1fb02d19df3496388c7dfc7767ce71ea72f","fetched_at":"2026-10-09T03:14:32.062712+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2965,"score":29.65,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/JCodesMore__ai-website-cloner-template.json","source_sha256":"2bdac190215bc8bc966bfc729833d8285484bcdea96bc6cc4b7ad6b240490ee8","fetched_at":"2026-10-10T14:29:38.368867+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":40.0,"score":40.0,"n":25,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/JCodesMore__ai-website-cloner-template.json","source_sha256":"e7188e0406cb867e0e9b2259c3f66876d5c014e524c547ba42b0e308aee5f7d6","fetched_at":"2026-10-15T01:14:07.102952+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/JCodesMore__ai-website-cloner-template.json","source_sha256":"603a8eff51249ed22786f13f25567f5538ee67a090cf58b76c6df48db260ef35","fetched_at":"2026-10-10T03:31:06.246666+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0,"score":0.0,"n":48,"window_start":"2026-04-18T01:14:07.102952+00:00","window_end":"2026-10-15T01:14:07.102952+00:00","method":"primary","source":"raw/pr_window/JCodesMore__ai-website-cloner-template.json","source_sha256":"e7188e0406cb867e0e9b2259c3f66876d5c014e524c547ba42b0e308aee5f7d6","fetched_at":"2026-10-15T01:14:07.102952+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":1068.5378,"score":0.0,"n":18,"window_start":"2026-04-18T01:14:07.102952+00:00","window_end":"2026-10-15T01:14:07.102952+00:00","method":"primary","source":"raw/pr_window/JCodesMore__ai-website-cloner-template.json","source_sha256":"e7188e0406cb867e0e9b2259c3f66876d5c014e524c547ba42b0e308aee5f7d6","fetched_at":"2026-10-15T01:14:07.102952+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}],"answer":["Outside pull requests to JCodesMore/ai-website-cloner-template got a first human reply in a median of 44.5 days (18 pull requests, 18 April to 15 October 2026); 64% got none within 14 days.","It ranks 3,008 of 3,219 overall.","It is not ranked for first-time contributors: this repository does not show a low enough barrier for a first-time contributor."],"standings":{"balanced":{"rank":3008,"total":3219,"reason":null},"first_timer":{"rank":null,"total":1525,"reason":"This repository does not show a low enough barrier for a first-time contributor."},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":3389,"total":3696,"reason":null}},"similar":[{"owner":"sass","name":"sass","rank":2999},{"owner":"aleksey-hoffman","name":"sigma-file-manager","rank":3004},{"owner":"infinitered","name":"reactotron","rank":3010},{"owner":"sudheerj","name":"reactjs-interview-questions","rank":3014},{"owner":"overleaf","name":"overleaf","rank":3017}]},"karlstav/cava":{"detail":{"owner":"karlstav","name":"cava","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"fdcb7b543dbdc6394b86446be47a6369669c1ad146543b782f8acf4e77f3cbc7","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":632,"tie_group":128,"porchlamp":58.48,"coverage":0.78,"tier":"B","tier_ceiling":"B","quadrant":"Nursery","leverage":47.44,"friction":30.81,"leverage_coverage":0.91,"friction_coverage":0.65,"p_responsiveness":86.572391857506,"c_responsiveness":0.3,"p_criticality":45.54,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":48.571428571429,"c_rigor":0.7,"p_accessibility":53.75,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":56.37,"coverage":0.755,"tier":"B","rated":true},"balanced":{"porchlamp":58.48,"coverage":0.78,"tier":"B","rated":true},"career_capital":{"porchlamp":56.44,"coverage":0.83,"tier":"B","rated":true},"first_timer":{"porchlamp":63.41,"coverage":0.725,"tier":"B","rated":true},"senior_systems":{"porchlamp":53.95,"coverage":0.835,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/karlstav__cava.json","source_sha256":"19f5e098866e1a7a6da8864c0d00b88fb49eadbe27d9a832cc795dce63f5bd84","fetched_at":"2026-10-10T07:58:47.622361+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/karlstav__cava.json","source_sha256":"1e9c1661f6f19bb97f201229056eb7c3e338e2d944b7b2bc12564963ae7934a2","fetched_at":"2026-10-13T03:20:17.300876+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":97,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/karlstav__cava.json","source_sha256":"88baf16e55bdf91648eceabb3f215c6052e660cfadf216f8695b8025221ac073","fetched_at":"2026-10-10T16:39:32.978248+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.0,"score":null,"n":7,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/karlstav__cava.json","source_sha256":"19f5e098866e1a7a6da8864c0d00b88fb49eadbe27d9a832cc795dce63f5bd84","fetched_at":"2026-10-10T07:58:47.622361+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.7778,"score":97.22500000000001,"n":9,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/karlstav__cava.json","source_sha256":"c0f301685d8cd5d81bbeaedd34faf445c85fec5f4d12f9b5bbd404c4ed4c1a35","fetched_at":"2026-10-11T00:51:35.423582+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.7143,"score":100.0,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/karlstav__cava.json","source_sha256":"c0f301685d8cd5d81bbeaedd34faf445c85fec5f4d12f9b5bbd404c4ed4c1a35","fetched_at":"2026-10-11T00:51:35.423582+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/karlstav__cava.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-09T15:40:55.017174+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4554,"score":45.540000000000006,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/karlstav__cava.json","source_sha256":"c27af8813a663b4876ddd35e54fef461c39112d6f3703c1741433505d264aeb6","fetched_at":"2026-10-10T16:39:32.978981+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":55.0,"score":55.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/karlstav__cava.json","source_sha256":"68a684d97d794e804f0cc46805f5268a25c5ed02f211f62ecc32d2a0890c3796","fetched_at":"2026-10-08T00:32:13.463475+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/karlstav__cava.json","source_sha256":"19f5e098866e1a7a6da8864c0d00b88fb49eadbe27d9a832cc795dce63f5bd84","fetched_at":"2026-10-10T07:58:47.622361+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.2,"score":40.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/karlstav__cava.json","source_sha256":"c0f301685d8cd5d81bbeaedd34faf445c85fec5f4d12f9b5bbd404c4ed4c1a35","fetched_at":"2026-10-11T00:51:35.423582+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":225.8206,"score":65.26717557251908,"n":6,"window_start":"2026-04-19T03:51:14.494885+00:00","window_end":"2026-10-16T03:51:14.494885+00:00","method":"primary","source":"raw/pr_window/karlstav__cava.json","source_sha256":"ec38d98bb81cf2c46c847f26ca1f1a92b52e81388701f36cfabe5a9595c7a7f8","fetched_at":"2026-10-16T03:51:14.494885+00:00","unmeasured_reason":null}],"answer":["For karlstav/cava, the reply time and the share with no reply within 14 days both have too small a sample to measure (0 and 7 pull requests counted; 10 needed).","It ranks 632 of 3,219 overall.","For first-time contributors it ranks 346 of 1,525 (the top 23%)."],"standings":{"balanced":{"rank":632,"total":3219,"reason":null},"first_timer":{"rank":346,"total":1525,"reason":null},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":1011,"total":3696,"reason":null}},"similar":[{"owner":"ntop","name":"nDPI","rank":624},{"owner":"pybind","name":"pybind11","rank":625},{"owner":"raysan5","name":"raylib","rank":634},{"owner":"fmtlib","name":"fmt","rank":639},{"owner":"baldurk","name":"renderdoc","rank":643}]},"KubeOperator/KubeOperator":{"detail":{"owner":"KubeOperator","name":"KubeOperator","ecosystem":"go","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"61c7b0fea3316f613e652bf7bbc69c6ab77b21097956c7cc366c2a5452cc6966","eligible":false,"gate_reason":"archived","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"archived","career_capital":"archived","first_timer":"archived","senior_systems":"archived"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"Lin-arm/GKD_subscription":{"detail":{"owner":"Lin-arm","name":"GKD_subscription","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"bcfabbfe1f4cbf7d4f7d1c88bc6f2c3503c96b72c5f00a9c560422ebfc54bdf5","eligible":false,"gate_reason":"unlicensed","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"unlicensed","career_capital":"unlicensed","first_timer":"unlicensed","senior_systems":"unlicensed"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"lobehub/lobehub":{"detail":{"owner":"lobehub","name":"lobehub","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"600266fd605a21e4f9c6ffa8d584118d52b9b739346f1b60b92590a6e3a5f7bc","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.51,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":22.908913401667,"c_criticality":1.0,"p_governance":55.0,"c_governance":0.7,"p_rigor":95.0,"c_rigor":0.3,"p_accessibility":58.08749,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.46,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.51,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.585,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.385,"tier":null,"rated":false},"senior_systems":{"porchlamp":51.38,"coverage":0.61,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/lobehub__lobehub.json","source_sha256":"407bf9fab99e552704403906750773329afb9f1701bd9ef1f1a42d3a7508d18f","fetched_at":"2026-10-10T03:12:28.997424+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":10.136986301369863,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/lobehub__lobehub.json","source_sha256":"4cabbe855b593373fdd2f407093835117e73ce8fc33d11fb1ed78f6cda894313","fetched_at":"2026-10-10T14:03:42.505970+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":6555,"score":15.524475524475525,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__lobehub.json","source_sha256":"63e6b26d7715f468c7ce1a6f16d9f6bfd4b156c2fd283b3d0281b8734127a95d","fetched_at":"2026-10-10T10:40:52.162322+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":76.9583,"score":76.9583,"n":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/lobehub__lobehub.json","source_sha256":"b8f307e4e536a774e7f3ff4ee4ab8f932ddd03c128964e9ca3e49cb814f49edf","fetched_at":"2026-10-13T02:26:49.217150+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":999,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/lobehub__lobehub.json","source_sha256":"c0bc0cfc825616c1c626c621e57c4d2c5abfee829045d838e30c82360c44e216","fetched_at":"2026-10-10T11:53:47.455216+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/lobehub__lobehub.json","source_sha256":"407bf9fab99e552704403906750773329afb9f1701bd9ef1f1a42d3a7508d18f","fetched_at":"2026-10-10T03:12:28.997424+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":5,"score":50.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/lobehub__lobehub.json","source_sha256":"c89dd17622551c7a76bff4abd85c2b6a59f81b52eee7c7f7fbb84f0877819532","fetched_at":"2026-10-09T02:20:25.973357+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4278,"score":42.78,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/lobehub__lobehub.json","source_sha256":"fd85eed956b4822c4c9fd4af4ad65d86391403c206e9e626beec86b4319970d1","fetched_at":"2026-10-10T14:03:42.505970+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"promotion_ladder","pillar":"governance","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"}]},"microsoft/vscode":{"detail":{"owner":"microsoft","name":"vscode","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"16de02a69d987434edb45fed6009b06156bc7a381aa04e1af895827d76af7e12","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.4075,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":68.86,"c_criticality":0.35,"p_governance":50.0,"c_governance":0.7,"p_rigor":95.0,"c_rigor":0.7,"p_accessibility":67.5,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"insufficient_evidence:coverage","first_timer":"insufficient_evidence:coverage","senior_systems":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.47,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.4075,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.3975,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.36,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.4625,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/microsoft__vscode.json","source_sha256":"e33f246316a58324cfb120f0d2bde984c54756d105df47c1d14b39299fde47f9","fetched_at":"2026-10-10T03:07:57.768698+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/microsoft__vscode.json","source_sha256":"c318fd3a0fce14336190b0328cbb54c3f03dd168acdc5086d921f8ec829cbab7","fetched_at":"2026-10-13T02:25:29.105183+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":970,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/microsoft__vscode.json","source_sha256":"9e2618ce16d3f133773e7cc811a4839030195f4a5ddeca494ed015c1ee86b3e4","fetched_at":"2026-10-10T11:47:14.427557+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"CORP_CLA","score":25.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/microsoft__vscode.json","source_sha256":"e33f246316a58324cfb120f0d2bde984c54756d105df47c1d14b39299fde47f9","fetched_at":"2026-10-10T03:07:57.768698+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":6,"score":60.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/microsoft__vscode.json","source_sha256":"9f65e0d05ff201bf35819a14c894bd2857d9c73cc5f9b5ea8fbed25d5853d7c9","fetched_at":"2026-10-09T02:11:19.050847+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.6886,"score":68.86,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/microsoft__vscode.json","source_sha256":"886b3282363d9b61e48f426681b7ecfa6bb812d6b58618fa2a97904c78e8bcfc","fetched_at":"2026-10-10T11:47:14.435385+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":95.0,"score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/microsoft__vscode.json","source_sha256":"ab39753db2eedfdf0a9142bfb46f97270740537ffe0cad8b02eff516a74fad19","fetched_at":"2026-10-07T13:19:33.460654+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"}]},"Netflix/zuul":{"detail":{"owner":"Netflix","name":"zuul","ecosystem":"maven","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"4f892e92ccff1b6f39894670440c1f966288d013793e7d1a7690709c45bb2430","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":986,"tie_group":null,"porchlamp":55.48,"coverage":0.9375,"tier":"B","tier_ceiling":"A","quadrant":"Nursery","leverage":49.51,"friction":38.08,"leverage_coverage":1.0,"friction_coverage":0.875,"p_responsiveness":66.488937634437,"c_responsiveness":0.75,"p_criticality":48.104937669377,"c_criticality":1.0,"p_governance":59.25,"c_governance":1.0,"p_rigor":45.35875,"c_rigor":1.0,"p_accessibility":54.5,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":53.13,"coverage":0.95,"tier":"C","rated":true},"balanced":{"porchlamp":55.48,"coverage":0.9375,"tier":"B","rated":true},"career_capital":{"porchlamp":54.46,"coverage":0.95,"tier":"C","rated":true},"first_timer":{"porchlamp":57.85,"coverage":0.9125,"tier":"B","rated":true},"senior_systems":{"porchlamp":53.42,"coverage":0.9625,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Netflix__zuul.json","source_sha256":"691e4e91ee3b464f252408c65a26122dc81c23ccd7a070eb0ef940333bde32ba","fetched_at":"2026-10-10T05:22:57.648625+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":69,"score":50.8130081300813,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/Netflix__zuul.json","source_sha256":"fd4d96c5eaf3b9963f950f3f935d3aeb9950b4c91fcc508eb6468a8c1007b398","fetched_at":"2026-10-10T15:59:02.313471+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/Netflix__zuul.json","source_sha256":"94a827f91c7f1f722f3de9d708e628817869086c20b68bb4c44e7eafaacc1401","fetched_at":"2026-10-13T02:50:42.249164+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":135,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/Netflix__zuul.json","source_sha256":"4b29400d0a59195584f57085ecae3806069aa287d6721d7f2f866e9b98784979","fetched_at":"2026-10-10T13:46:46.819020+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.3333333333333333,"score":33.33333333333334,"n":27,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/Netflix__zuul.json","source_sha256":"72441be1b64f8708d627ca2348c099d2e84ac25ff539eba998ef7a20cc96711f","fetched_at":"2026-10-15T09:14:20.163839+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Netflix__zuul.json","source_sha256":"691e4e91ee3b464f252408c65a26122dc81c23ccd7a070eb0ef940333bde32ba","fetched_at":"2026-10-10T05:22:57.648625+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.5714,"score":71.425,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Netflix__zuul.json","source_sha256":"812f6bff065c1739847b0d016ad596790f15139f79ce6c77088c0421ff458dc4","fetched_at":"2026-10-10T21:55:06.412313+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.7143,"score":100.0,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Netflix__zuul.json","source_sha256":"812f6bff065c1739847b0d016ad596790f15139f79ce6c77088c0421ff458dc4","fetched_at":"2026-10-10T21:55:06.412313+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/Netflix__zuul.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-09T07:19:01.934738+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4501,"score":45.01,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/Netflix__zuul.json","source_sha256":"b428816026a1f1ef6c816be9b91c46a4e503dad97196e38658669876f5cf1f94","fetched_at":"2026-10-10T15:59:02.313471+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":70.0,"score":70.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/Netflix__zuul.json","source_sha256":"ba90e5c57325a4fe467401802461b5805e89011fc7b2c601ce53ce988d1508a8","fetched_at":"2026-10-07T17:59:50.518168+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Netflix__zuul.json","source_sha256":"691e4e91ee3b464f252408c65a26122dc81c23ccd7a070eb0ef940333bde32ba","fetched_at":"2026-10-10T05:22:57.648625+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.4,"score":80.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Netflix__zuul.json","source_sha256":"812f6bff065c1739847b0d016ad596790f15139f79ce6c77088c0421ff458dc4","fetched_at":"2026-10-10T21:55:06.412313+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.1429,"score":17.8625,"n":49,"window_start":"2026-04-18T09:14:20.163839+00:00","window_end":"2026-10-15T09:14:20.163839+00:00","method":"primary","source":"raw/pr_window/Netflix__zuul.json","source_sha256":"72441be1b64f8708d627ca2348c099d2e84ac25ff539eba998ef7a20cc96711f","fetched_at":"2026-10-15T09:14:20.163839+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":15.5139,"score":90.73682496040986,"n":21,"window_start":"2026-04-18T09:14:20.163839+00:00","window_end":"2026-10-15T09:14:20.163839+00:00","method":"primary","source":"raw/pr_window/Netflix__zuul.json","source_sha256":"72441be1b64f8708d627ca2348c099d2e84ac25ff539eba998ef7a20cc96711f","fetched_at":"2026-10-15T09:14:20.163839+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":505.1661,"score":33.606557377049185,"n":37,"window_start":"2026-04-18T09:14:20.163839+00:00","window_end":"2026-10-15T09:14:20.163839+00:00","method":"primary","source":"raw/pr_window/Netflix__zuul.json","source_sha256":"72441be1b64f8708d627ca2348c099d2e84ac25ff539eba998ef7a20cc96711f","fetched_at":"2026-10-15T09:14:20.163839+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to Netflix/zuul got a first human reply in a median of 15.5 hours (21 pull requests, 18 April to 15 October 2026); 33% got none within 14 days.","It ranks 986 of 3,219 overall.","For first-time contributors it ranks 669 of 1,525 (the top 44%)."],"standings":{"balanced":{"rank":986,"total":3219,"reason":null},"first_timer":{"rank":669,"total":1525,"reason":null},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":1421,"total":3696,"reason":null}},"similar":[{"owner":"awsdocs","name":"aws-doc-sdk-examples","rank":930},{"owner":"alibaba","name":"fastjson2","rank":966},{"owner":"react-native-webrtc","name":"react-native-webrtc","rank":1002},{"owner":"tronprotocol","name":"java-tron","rank":1020},{"owner":"bisq-network","name":"bisq","rank":1040}]},"openkraken/kraken":{"detail":{"owner":"openkraken","name":"kraken","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"34cbe4f3818c3b29e74fe2a5d5f167f0f7599947733dd406ecc0fafbffe7315e","eligible":false,"gate_reason":"stale","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"stale","career_capital":"stale","first_timer":"stale","senior_systems":"stale"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"paascloud/paascloud-master":{"detail":{"owner":"paascloud","name":"paascloud-master","ecosystem":"maven","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"db7ef4cd0a4857c9986d5293b9968cd92edbbf7c8c177a01ac889d15c5283f43","eligible":false,"gate_reason":"stale","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"stale","career_capital":"stale","first_timer":"stale","senior_systems":"stale"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"pinterest/gestalt":{"detail":{"owner":"pinterest","name":"gestalt","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"7ceb8f8610fec9032ce625fd04e93afb14a1baf3e8a659c4e64e1b7d568409a2","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.56,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":31.303656672095,"c_criticality":1.0,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":38.571428571429,"c_rigor":0.7,"p_accessibility":21.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.5925,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.56,"tier":null,"rated":false},"career_capital":{"porchlamp":35.81,"coverage":0.6175,"tier":"D","rated":true},"first_timer":{"porchlamp":null,"coverage":0.4175,"tier":null,"rated":false},"senior_systems":{"porchlamp":42.09,"coverage":0.6775,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/pinterest__gestalt.json","source_sha256":"c84b5315da4e47d6af6e98d86817bd9012de8dfbed5e232a31bd4d19f61eea64","fetched_at":"2026-10-10T10:51:18.871040+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":10,"score":32.534246575342465,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/pinterest__gestalt.json","source_sha256":"e6e87a533f6f3deb954ea30b3c7a59e5a95c7f7bd6a207aac629829822da6f45","fetched_at":"2026-10-10T20:33:24.167603+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":133098,"score":32.16783216783217,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__gestalt.json","source_sha256":"ac64e007e6644458296a018e31f22cb357804ff58c5bf1d5adf2fef376e8f943","fetched_at":"2026-10-08T12:54:52.957130+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":24,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/pinterest__gestalt.json","source_sha256":"0092835a652d938c330bdf3da7d7662bec199b4b8179f4b56207fa056df8807e","fetched_at":"2026-10-13T04:12:29.401652+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":2,"score":null,"n":27,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.5,"score":null,"n":2,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/pinterest__gestalt.json","source_sha256":"c84b5315da4e47d6af6e98d86817bd9012de8dfbed5e232a31bd4d19f61eea64","fetched_at":"2026-10-10T10:51:18.871040+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/pinterest__gestalt.json","source_sha256":"063da1dbe359211ecff56fa23507ebf0ea8c61e98bc189756fd8cb0d801ff549","fetched_at":"2026-10-09T23:45:32.653508+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2928,"score":29.28,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/pinterest__gestalt.json","source_sha256":"dc8460b56636727c3ff28f73c6d4f0577376f27807577891ef74aaff8c8c3e0d","fetched_at":"2026-10-10T20:33:24.167603+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":37.5,"score":37.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/pinterest__gestalt.json","source_sha256":"b7a6514ae33a955e1bab1a6287f4d200ad9a9c96f37f7f0e150499123ce0499a","fetched_at":"2026-10-08T12:54:51.853235+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/pinterest__gestalt.json","source_sha256":"c84b5315da4e47d6af6e98d86817bd9012de8dfbed5e232a31bd4d19f61eea64","fetched_at":"2026-10-10T10:51:18.871040+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}]},"pmndrs/drei":{"detail":{"owner":"pmndrs","name":"drei","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"8e6f3446bbf77b97b290819fe9195d0d5394b1dcb433bb989d0358b6cd5ffe3c","eligible":false,"gate_reason":"black_hole","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"black_hole","career_capital":"black_hole","first_timer":"black_hole","senior_systems":"black_hole"},"persona_composites":{},"suspicion":["closed_unread"],"stars_audited":null,"black_hole_evidence":{"unanswered":30,"population_n":32,"unanswered_share":0.9375,"wilson_lower_bound":0.8277,"threshold_share":0.5,"min_n":10,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","fetched_at":"2026-10-15T17:46:39.071235+00:00","source":"raw/pr_window/pmndrs__drei.json","source_sha256":"c7d93a9242a81ec918b0c81696290d601b8168f49a154de7521e375f68467201","excluded":{"draft":0,"self_closed":2,"new_account":4,"bot":32,"internal":28,"under_14d":4},"counted_prs":[{"number":2865,"created_at":"2026-10-01T14:16:51Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2860,"created_at":"2026-09-29T03:00:01Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2849,"created_at":"2026-09-28T06:20:36Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2832,"created_at":"2026-09-15T18:41:10Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2831,"created_at":"2026-09-14T01:40:04Z","answered_within_14d":true,"first_response_at":"2026-09-25T15:32:56Z","response_kind":"closed_by_maintainer"},{"number":2830,"created_at":"2026-09-08T10:08:20Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2769,"created_at":"2026-08-16T22:40:37Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2767,"created_at":"2026-08-13T04:35:16Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2763,"created_at":"2026-08-08T16:35:55Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2762,"created_at":"2026-08-06T18:20:57Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2758,"created_at":"2026-07-24T20:42:40Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2754,"created_at":"2026-07-17T14:53:41Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2752,"created_at":"2026-07-10T12:35:21Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2751,"created_at":"2026-07-10T11:35:42Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2750,"created_at":"2026-07-08T18:00:20Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2749,"created_at":"2026-07-06T20:50:48Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2748,"created_at":"2026-06-20T11:59:53Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2747,"created_at":"2026-06-15T03:29:37Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2746,"created_at":"2026-06-11T23:34:05Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2742,"created_at":"2026-05-27T07:41:33Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2737,"created_at":"2026-05-17T08:06:48Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2736,"created_at":"2026-05-17T07:40:32Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2735,"created_at":"2026-05-17T07:13:41Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2734,"created_at":"2026-05-15T10:54:44Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2733,"created_at":"2026-05-14T14:40:06Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2732,"created_at":"2026-05-14T07:50:58Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2731,"created_at":"2026-05-14T07:23:42Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2730,"created_at":"2026-05-13T21:00:48Z","answered_within_14d":true,"first_response_at":"2026-05-13T21:48:27Z","response_kind":"review_or_comment"},{"number":2729,"created_at":"2026-05-11T17:15:53Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2728,"created_at":"2026-05-11T17:15:10Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2727,"created_at":"2026-05-11T17:03:19Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"},{"number":2726,"created_at":"2026-05-09T18:36:31Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none"}],"rule_inputs_measured":true}},"evidence":[]},"PrimeIntellect-ai/verifiers":{"detail":{"owner":"PrimeIntellect-ai","name":"verifiers","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"c49aac1ecd20cd3d08d5b8869576b35b2f6f791b8fb73e0a162a5a7273c3bfce","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.51,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":34.765475159498,"c_criticality":1.0,"p_governance":67.5,"c_governance":0.7,"p_rigor":95.0,"c_rigor":0.3,"p_accessibility":21.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.46,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.51,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.585,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.385,"tier":null,"rated":false},"senior_systems":{"porchlamp":57.76,"coverage":0.61,"tier":"B","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/PrimeIntellect-ai__verifiers.json","source_sha256":"4b1e50bc2f6f2207b70317c2f7f4c1830e048009d1756a17eaeb0c56ff12e9b5","fetched_at":"2026-10-10T10:34:33.943922+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":15.934065934065934,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/PrimeIntellect-ai__verifiers.json","source_sha256":"82d1e6445f6c71db27e1872bb2cb9fd0484c99e7c2475f9532a3d9a8caa31eff","fetched_at":"2026-10-10T20:16:30.893359+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":762022,"score":58.05739514348786,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__verifiers.json","source_sha256":"b5292314cfe3346ae62d71f6536cbcd64cee9df4a7a9f9ec68486caa7daac22d","fetched_at":"2026-10-08T19:42:31.875612+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/PrimeIntellect-ai__verifiers.json","source_sha256":"2c0afa414ca271c8359a489bfc72b64742a2f4f9d8b9822601d9b5c2309533d9","fetched_at":"2026-10-13T04:07:24.916965+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":994,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/PrimeIntellect-ai__verifiers.json","source_sha256":"1e929f3ca1d0cc9f0e9cae1c78c8d39fba521756189b813e54bb0f958354ceff","fetched_at":"2026-10-10T17:59:08.087002+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/PrimeIntellect-ai__verifiers.json","source_sha256":"4b1e50bc2f6f2207b70317c2f7f4c1830e048009d1756a17eaeb0c56ff12e9b5","fetched_at":"2026-10-10T10:34:33.943922+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/PrimeIntellect-ai__verifiers.json","source_sha256":"ee06a108192196b356189f255e1adbb5031723dfe02d8b0379c8c890876ac365","fetched_at":"2026-10-09T21:50:38.423433+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3965,"score":39.65,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/PrimeIntellect-ai__verifiers.json","source_sha256":"0016bea87eb1d3fca052b25ba46163ec1605d106548e36a79928e0be1e5505c2","fetched_at":"2026-10-10T20:16:30.893359+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"promotion_ladder","pillar":"governance","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"}]},"Project-OSRM/osrm-backend":{"detail":{"owner":"Project-OSRM","name":"osrm-backend","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"dc954f3fbbc47812ffb07f034bc19db065fbee31c6aaee1d9ed59450c1aa55e8","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":513,"tie_group":101,"porchlamp":59.85,"coverage":1.0,"tier":"B","tier_ceiling":null,"quadrant":"Sweet Spot","leverage":50.15,"friction":29.8,"leverage_coverage":1.0,"friction_coverage":1.0,"p_responsiveness":92.497757713473,"c_responsiveness":1.0,"p_criticality":49.65,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":50.7625,"c_rigor":1.0,"p_accessibility":44.0,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":58.17,"coverage":1.0,"tier":"B","rated":true},"balanced":{"porchlamp":59.85,"coverage":1.0,"tier":"B","rated":true},"career_capital":{"porchlamp":57.33,"coverage":1.0,"tier":"B","rated":true},"first_timer":{"porchlamp":63.19,"coverage":1.0,"tier":"B","rated":true},"senior_systems":{"porchlamp":56.23,"coverage":1.0,"tier":"B","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Project-OSRM__osrm-backend.json","source_sha256":"f48662b5270f2948f2b782855b6b8c778a133cfc379e51a1634e48b8b9dbf456","fetched_at":"2026-10-10T07:00:38.027202+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.8125,"score":100.0,"n":16,"window_start":"2026-04-18T22:45:37.658082+00:00","window_end":"2026-07-17T22:45:37.658082+00:00","method":"primary","source":"raw/pr_window/Project-OSRM__osrm-backend.json","source_sha256":"29d78ac553b8dd606f6982cb3538676c9f15c355b35cb7147e228816d7ec8d1f","fetched_at":"2026-10-15T22:45:37.658082+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":35.0,"score":35.0,"n":27,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/Project-OSRM__osrm-backend.json","source_sha256":"b5c9a176404ceead4edc396da8db1e8cda9042d6260b8d5a07220ed2cb704ed1","fetched_at":"2026-10-13T03:09:16.061565+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":249,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/Project-OSRM__osrm-backend.json","source_sha256":"8aec04b1ad45f8486afee9419cbc8118b9c991e46ad4cfdb02262fb33fa55754","fetched_at":"2026-10-10T15:41:12.840451+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.09523809523809523,"score":80.95238095238095,"n":21,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/Project-OSRM__osrm-backend.json","source_sha256":"29d78ac553b8dd606f6982cb3538676c9f15c355b35cb7147e228816d7ec8d1f","fetched_at":"2026-10-15T22:45:37.658082+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Project-OSRM__osrm-backend.json","source_sha256":"f48662b5270f2948f2b782855b6b8c778a133cfc379e51a1634e48b8b9dbf456","fetched_at":"2026-10-10T07:00:38.027202+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.7692,"score":96.15,"n":13,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Project-OSRM__osrm-backend.json","source_sha256":"7cb23416834500aecd778352a258f43cd5a79ec0c19fda828f03757310d85b19","fetched_at":"2026-10-11T00:00:10.897301+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.8,"score":100.0,"n":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Project-OSRM__osrm-backend.json","source_sha256":"7cb23416834500aecd778352a258f43cd5a79ec0c19fda828f03757310d85b19","fetched_at":"2026-10-11T00:00:10.897301+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/Project-OSRM__osrm-backend.json","source_sha256":"75b5a36d1876cd2e63390bee43d382000f8af6535a65c4db46c7d4fa674e8fd7","fetched_at":"2026-10-09T12:33:36.866493+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4965,"score":49.65,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/Project-OSRM__osrm-backend.json","source_sha256":"bb8d4b98e664074ca90867ff6d37f18dba589ce50d011c523e3488de352aa1fa","fetched_at":"2026-10-10T15:41:12.841682+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":47.5,"score":47.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/Project-OSRM__osrm-backend.json","source_sha256":"7f04478491e2ddfda95141267b45b6f1adc31981de3306cb632f3cb99ed5c050","fetched_at":"2026-10-07T22:01:35.516120+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Project-OSRM__osrm-backend.json","source_sha256":"f48662b5270f2948f2b782855b6b8c778a133cfc379e51a1634e48b8b9dbf456","fetched_at":"2026-10-10T07:00:38.027202+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.125,"score":25.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Project-OSRM__osrm-backend.json","source_sha256":"7cb23416834500aecd778352a258f43cd5a79ec0c19fda828f03757310d85b19","fetched_at":"2026-10-11T00:00:10.897301+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.087,"score":10.875,"n":69,"window_start":"2026-04-18T22:45:37.658082+00:00","window_end":"2026-10-15T22:45:37.658082+00:00","method":"primary","source":"raw/pr_window/Project-OSRM__osrm-backend.json","source_sha256":"29d78ac553b8dd606f6982cb3538676c9f15c355b35cb7147e228816d7ec8d1f","fetched_at":"2026-10-15T22:45:37.658082+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":14.4428,"score":93.31709859416621,"n":47,"window_start":"2026-04-18T22:45:37.658082+00:00","window_end":"2026-10-15T22:45:37.658082+00:00","method":"primary","source":"raw/pr_window/Project-OSRM__osrm-backend.json","source_sha256":"29d78ac553b8dd606f6982cb3538676c9f15c355b35cb7147e228816d7ec8d1f","fetched_at":"2026-10-15T22:45:37.658082+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":97.9306,"score":81.29770992366412,"n":61,"window_start":"2026-04-18T22:45:37.658082+00:00","window_end":"2026-10-15T22:45:37.658082+00:00","method":"primary","source":"raw/pr_window/Project-OSRM__osrm-backend.json","source_sha256":"29d78ac553b8dd606f6982cb3538676c9f15c355b35cb7147e228816d7ec8d1f","fetched_at":"2026-10-15T22:45:37.658082+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to Project-OSRM/osrm-backend got a first human reply in a median of 14.4 hours (47 pull requests, 18 April to 15 October 2026); 10% got none within 14 days.","It ranks 513 of 3,219 overall.","For first-time contributors it ranks 359 of 1,525 (the top 24%)."],"standings":{"balanced":{"rank":513,"total":3219,"reason":null},"first_timer":{"rank":359,"total":1525,"reason":null},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":796,"total":3696,"reason":null}},"similar":[{"owner":"openscad","name":"openscad","rank":504},{"owner":"wesnoth","name":"wesnoth","rank":510},{"owner":"async-profiler","name":"async-profiler","rank":515},{"owner":"lightgbm-org","name":"LightGBM","rank":517},{"owner":"sandboxie-plus","name":"Sandboxie","rank":525}]},"R3nzTheCodeGOD/R3nzSkin":{"detail":{"owner":"R3nzTheCodeGOD","name":"R3nzSkin","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"0a4f7cb71536a549ca4e77b4fbfe4661d52df50a6cfa74fedbd27f3cedd8dbf7","eligible":false,"gate_reason":"archived","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"archived","career_capital":"archived","first_timer":"archived","senior_systems":"archived"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"rathole-org/rathole":{"detail":{"owner":"rathole-org","name":"rathole","ecosystem":"crates","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"c7989ef6998b90d05eb71b5ddcc52ded57c2c4cfa7de07c33549285af9a2c4f0","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.4975,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":9.393939393939,"c_responsiveness":0.25,"p_criticality":26.3,"c_criticality":0.35,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":20.0,"c_rigor":0.6,"p_accessibility":30.882352941176,"c_accessibility":0.85,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.5125,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.4975,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.5,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.535,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.485,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/rathole-org__rathole.json","source_sha256":"730f7c6d4895837b4c1a40b0725afab1b8cbef96be8b9556b93bc1e7b60bd900","fetched_at":"2026-10-10T05:22:26.213083+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/rathole-org__rathole.json","source_sha256":"391147870b1b236dd8abd3cd6963355c03f1a091f6369866e588d6d9200a7e01","fetched_at":"2026-10-13T02:50:45.954533+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":1,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.4444444444444444,"score":11.111111111111114,"n":18,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/rathole-org__rathole.json","source_sha256":"3305dacaf48e89c910ae6d45f8cb0d19f7ae64518cacb1d40854feb2112aaac6","fetched_at":"2026-10-15T08:58:05.143438+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/rathole-org__rathole.json","source_sha256":"730f7c6d4895837b4c1a40b0725afab1b8cbef96be8b9556b93bc1e7b60bd900","fetched_at":"2026-10-10T05:22:26.213083+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.125,"score":25.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/rathole-org__rathole.json","source_sha256":"36d7b3811012cf2c8d46cfa8514da61dba46d2f1b4e2734fd730b371ee90270e","fetched_at":"2026-10-10T21:52:54.884939+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":2,"score":20.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/rathole-org__rathole.json","source_sha256":"06d1213f3def0f14474a63c43130d5599c720cc7574006c995dd8977269a1a98","fetched_at":"2026-10-09T07:17:45.590643+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.263,"score":26.3,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/rathole-org__rathole.json","source_sha256":"05db8ac3bf615af67d60bb5ea82339420416883cbe11d0f62105262946b66c04","fetched_at":"2026-10-10T13:47:27.461402+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":16.6667,"score":null,"n":9,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/rathole-org__rathole.json","source_sha256":"730f7c6d4895837b4c1a40b0725afab1b8cbef96be8b9556b93bc1e7b60bd900","fetched_at":"2026-10-10T05:22:26.213083+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0,"score":0.0,"n":13,"window_start":"2026-04-18T08:58:05.143438+00:00","window_end":"2026-10-15T08:58:05.143438+00:00","method":"primary","source":"raw/pr_window/rathole-org__rathole.json","source_sha256":"3305dacaf48e89c910ae6d45f8cb0d19f7ae64518cacb1d40854feb2112aaac6","fetched_at":"2026-10-15T08:58:05.143438+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":1417.2383,"score":6.818181818181813,"n":9,"window_start":"2026-04-18T08:58:05.143438+00:00","window_end":"2026-10-15T08:58:05.143438+00:00","method":"primary","source":"raw/pr_window/rathole-org__rathole.json","source_sha256":"3305dacaf48e89c910ae6d45f8cb0d19f7ae64518cacb1d40854feb2112aaac6","fetched_at":"2026-10-15T08:58:05.143438+00:00","unmeasured_reason":null}]},"ravynsoft/ravynos":{"detail":{"owner":"ravynsoft","name":"ravynos","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"545e21149d8aba43989df4605c0bcc3fcd3a02e3d2e4d421484fb8ca51677583","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1424,"tie_group":354,"porchlamp":51.86,"coverage":0.79,"tier":"C","tier_ceiling":"B","quadrant":"Nursery","leverage":47.65,"friction":38.88,"leverage_coverage":1.0,"friction_coverage":0.645,"p_responsiveness":91.937556199732,"c_responsiveness":0.55,"p_criticality":41.22,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":56.46277,"c_rigor":1.0,"p_accessibility":0.0,"c_accessibility":0.35,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":53.97,"coverage":0.845,"tier":"C","rated":true},"balanced":{"porchlamp":51.86,"coverage":0.79,"tier":"C","rated":true},"career_capital":{"porchlamp":46.04,"coverage":0.78,"tier":"C","rated":true},"first_timer":{"porchlamp":49.52,"coverage":0.6475,"tier":"C","rated":true},"senior_systems":{"porchlamp":52.14,"coverage":0.9,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/ravynsoft__ravynos.json","source_sha256":"c40e786b2283a020482747cfacd8e956ce6d87bfd4ede528aacea24ddf441434","fetched_at":"2026-10-10T07:48:45.172573+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":440,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/ravynsoft__ravynos.json","source_sha256":"9d3842c6383507f53db97df5a2905451ea2ce5e8251de0370e82707804737303","fetched_at":"2026-10-10T16:24:24.776367+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.1111111111111111,"score":77.77777777777777,"n":18,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/ravynsoft__ravynos.json","source_sha256":"11621272ae30935ef38807f815becf9df14bd23f024aa6d78aa77747f8bbf69d","fetched_at":"2026-10-16T01:48:57.952419+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/ravynsoft__ravynos.json","source_sha256":"c40e786b2283a020482747cfacd8e956ce6d87bfd4ede528aacea24ddf441434","fetched_at":"2026-10-10T07:48:45.172573+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/ravynsoft__ravynos.json","source_sha256":"2c4118bcaec8679f06e959de56b8958f1e372a5e5e4255bf3d4a31fb162d5698","fetched_at":"2026-10-09T14:34:17.782820+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4122,"score":41.22,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/ravynsoft__ravynos.json","source_sha256":"7e7e22c5c53698c8aa5d645c590800cca492293aba1667fb9d7c7cc4a66ba62d","fetched_at":"2026-10-10T16:24:24.779025+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":86.1538,"score":86.1538,"n":13,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/ravynsoft__ravynos.json","source_sha256":"11621272ae30935ef38807f815becf9df14bd23f024aa6d78aa77747f8bbf69d","fetched_at":"2026-10-16T01:48:57.952419+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/ravynsoft__ravynos.json","source_sha256":"c40e786b2283a020482747cfacd8e956ce6d87bfd4ede528aacea24ddf441434","fetched_at":"2026-10-10T07:48:45.172573+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.2667,"score":33.3375,"n":15,"window_start":"2026-04-19T01:48:57.952419+00:00","window_end":"2026-10-16T01:48:57.952419+00:00","method":"primary","source":"raw/pr_window/ravynsoft__ravynos.json","source_sha256":"11621272ae30935ef38807f815becf9df14bd23f024aa6d78aa77747f8bbf69d","fetched_at":"2026-10-16T01:48:57.952419+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":12.3078,"score":99.08653751121265,"n":16,"window_start":"2026-04-19T01:48:57.952419+00:00","window_end":"2026-10-16T01:48:57.952419+00:00","method":"primary","source":"raw/pr_window/ravynsoft__ravynos.json","source_sha256":"11621272ae30935ef38807f815becf9df14bd23f024aa6d78aa77747f8bbf69d","fetched_at":"2026-10-16T01:48:57.952419+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":49.8411,"score":91.73027989821882,"n":12,"window_start":"2026-04-19T01:48:57.952419+00:00","window_end":"2026-10-16T01:48:57.952419+00:00","method":"primary","source":"raw/pr_window/ravynsoft__ravynos.json","source_sha256":"11621272ae30935ef38807f815becf9df14bd23f024aa6d78aa77747f8bbf69d","fetched_at":"2026-10-16T01:48:57.952419+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to ravynsoft/ravynos got a first human reply in a median of 12.3 hours (16 pull requests, 19 April to 16 October 2026); 11% got none within 14 days.","It ranks 1,424 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1424,"total":3219,"reason":null},"first_timer":{"rank":null,"total":1525,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":1318,"total":3696,"reason":null}},"similar":[{"owner":"hathach","name":"tinyusb","rank":1408},{"owner":"owasp-modsecurity","name":"ModSecurity","rank":1410},{"owner":"windirstat","name":"windirstat","rank":1411},{"owner":"versatica","name":"mediasoup","rank":1420},{"owner":"davisking","name":"dlib","rank":1448}]},"ReactiveX/RxPY":{"detail":{"owner":"ReactiveX","name":"RxPY","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"ab882a1e2bfe41c900c0989ec5742e585d90c685c783a49c5aa3889c164cd3be","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1037,"tie_group":244,"porchlamp":55.05,"coverage":0.775,"tier":"B","tier_ceiling":"B","quadrant":"Sweet Spot","leverage":53.58,"friction":39.93,"leverage_coverage":1.0,"friction_coverage":0.6,"p_responsiveness":83.843692870201,"c_responsiveness":0.4,"p_criticality":57.256272590544,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":49.5,"c_rigor":1.0,"p_accessibility":15.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":54.62,"coverage":0.83,"tier":"C","rated":true},"balanced":{"porchlamp":55.05,"coverage":0.775,"tier":"B","rated":true},"career_capital":{"porchlamp":52.33,"coverage":0.78,"tier":"C","rated":true},"first_timer":{"porchlamp":52.1,"coverage":0.64,"tier":"C","rated":true},"senior_systems":{"porchlamp":55.89,"coverage":0.885,"tier":"B","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/ReactiveX__RxPY.json","source_sha256":"fc7fc9ac98f5e67c32e0f93dfcc14b4e5b88faae5d4c9df7fa0ab5f28eea22af","fetched_at":"2026-10-10T09:49:40.193531+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":46,"score":65.6043956043956,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/ReactiveX__RxPY.json","source_sha256":"7fca5e86e95410f64c52c23bf158159307e4c63a3e689ebd21d987374466e0da","fetched_at":"2026-10-10T19:56:35.042866+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":4114105,"score":72.95805739514348,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__RxPY.json","source_sha256":"8f1dbc7e83d48b193c44fa0feb3762e93338d3976bf3619342e47df366bdcc41","fetched_at":"2026-10-10T12:21:24.400011+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":13,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/ReactiveX__RxPY.json","source_sha256":"5543403db3c016dc985b79892e6133d34787f4f9143a7d8e54c446c80fb3b24f","fetched_at":"2026-10-13T04:02:49.404681+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":42,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/ReactiveX__RxPY.json","source_sha256":"424fcc1c80b8e3f56dfa1e9c0631b71448e99a18eaf614dae6076ed06a06f962","fetched_at":"2026-10-10T17:48:55.220135+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.0,"score":null,"n":1,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/ReactiveX__RxPY.json","source_sha256":"fc7fc9ac98f5e67c32e0f93dfcc14b4e5b88faae5d4c9df7fa0ab5f28eea22af","fetched_at":"2026-10-10T09:49:40.193531+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/ReactiveX__RxPY.json","source_sha256":"9a5ab5e1d2160d44682e4bc8acc2ae628c149aa9499c516a6c5ec908abee6a38","fetched_at":"2026-10-09T20:41:42.560300+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.365,"score":36.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/ReactiveX__RxPY.json","source_sha256":"128f839de60bf4dfdb0233d52019d3d7c09df9cf413360430a35b7354523f4a7","fetched_at":"2026-10-10T19:56:35.042866+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":52.5,"score":52.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/ReactiveX__RxPY.json","source_sha256":"d5c4abec5217fb182fd2d3821fe2fec11b22be339d5204ad20e2eff28bea5676","fetched_at":"2026-10-08T03:52:14.291814+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/ReactiveX__RxPY.json","source_sha256":"fc7fc9ac98f5e67c32e0f93dfcc14b4e5b88faae5d4c9df7fa0ab5f28eea22af","fetched_at":"2026-10-10T09:49:40.193531+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0,"score":0.0,"n":42,"window_start":"2026-04-19T14:12:12.600612+00:00","window_end":"2026-10-16T14:12:12.600612+00:00","method":"primary","source":"raw/pr_window/ReactiveX__RxPY.json","source_sha256":"9227eb6e1ad8403364b0ea9e196ee975366f5c44d25f11766b6a84cf5af27f7d","fetched_at":"2026-10-16T14:12:12.600612+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":4.2594,"score":100.0,"n":31,"window_start":"2026-04-19T14:12:12.600612+00:00","window_end":"2026-10-16T14:12:12.600612+00:00","method":"primary","source":"raw/pr_window/ReactiveX__RxPY.json","source_sha256":"9227eb6e1ad8403364b0ea9e196ee975366f5c44d25f11766b6a84cf5af27f7d","fetched_at":"2026-10-16T14:12:12.600612+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":485.3569,"score":35.374771480804384,"n":36,"window_start":"2026-04-19T14:12:12.600612+00:00","window_end":"2026-10-16T14:12:12.600612+00:00","method":"primary","source":"raw/pr_window/ReactiveX__RxPY.json","source_sha256":"9227eb6e1ad8403364b0ea9e196ee975366f5c44d25f11766b6a84cf5af27f7d","fetched_at":"2026-10-16T14:12:12.600612+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to ReactiveX/RxPY got a first human reply in a median of 4.3 hours (31 pull requests, 19 April to 16 October 2026).","The share with no reply within 14 days has too small a sample to measure (1 pull request counted; 10 needed).","It ranks 1,037 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1037,"total":3219,"reason":null},"first_timer":{"rank":null,"total":1525,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":1230,"total":3696,"reason":null}},"similar":[{"owner":"StarTrail-org","name":"LEANN","rank":1027},{"owner":"rehan-remade","name":"universal-modder","rank":1032},{"owner":"ipython","name":"ipython","rank":1041},{"owner":"fail2ban","name":"fail2ban","rank":1042},{"owner":"tortoise","name":"tortoise-orm","rank":1045}]},"rehan-remade/universal-modder":{"detail":{"owner":"rehan-remade","name":"universal-modder","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"56be7f53d2100b931eda027272899db599ee6fbc127cec830335bce6c396533e","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1032,"tie_group":242,"porchlamp":55.08,"coverage":0.6125,"tier":"B","tier_ceiling":"B","quadrant":"Nursery","leverage":47.2,"friction":30.86,"leverage_coverage":0.675,"friction_coverage":0.6,"p_responsiveness":86.222069537247,"c_responsiveness":0.4,"p_criticality":36.78,"c_criticality":0.35,"p_governance":76.75,"c_governance":1.0,"p_rigor":44.87552,"c_rigor":1.0,"p_accessibility":15.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":53.32,"coverage":0.7,"tier":"C","rated":true},"balanced":{"porchlamp":55.08,"coverage":0.6125,"tier":"B","rated":true},"career_capital":{"porchlamp":null,"coverage":0.5525,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.575,"tier":null,"rated":false},"senior_systems":{"porchlamp":54.72,"coverage":0.6575,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/rehan-remade__universal-modder.json","source_sha256":"17756f9700909ba652a651a668b06744c261498eb36ff64aed53d8eade55e549","fetched_at":"2026-10-10T09:56:29.051562+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/rehan-remade__universal-modder.json","source_sha256":"339617d4f89a3cfceba264e1515cdc91d1375119f1fe4d6d99a0695fab6f0ea9","fetched_at":"2026-10-13T04:04:39.413596+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":9,"score":100.0,"n":127,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/rehan-remade__universal-modder.json","source_sha256":"47b850e3c367745e18df21f41b3e43c329415ef30ad38c5be50ad6737b8501ce","fetched_at":"2026-10-10T17:52:26.192507+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.0,"score":null,"n":3,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/rehan-remade__universal-modder.json","source_sha256":"17756f9700909ba652a651a668b06744c261498eb36ff64aed53d8eade55e549","fetched_at":"2026-10-10T09:56:29.051562+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/rehan-remade__universal-modder.json","source_sha256":"b96211096c709af3da67b50682dc8a3ae5772c8ea2cb938508790a7a32dfc606","fetched_at":"2026-10-09T20:45:11.875650+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3678,"score":36.78,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/rehan-remade__universal-modder.json","source_sha256":"c6dcf16bdc355eeadfa3a0921084bfe3bbdfeb0d93ca2985c02311ff514eb48e","fetched_at":"2026-10-10T17:52:26.193585+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":40.5263,"score":40.5263,"n":228,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/rehan-remade__universal-modder.json","source_sha256":"1f47ed0f29614557adfa63e1f0bf27fce8cca5dfed98a0307634c643b4f20bf0","fetched_at":"2026-10-16T14:54:38.201678+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/rehan-remade__universal-modder.json","source_sha256":"17756f9700909ba652a651a668b06744c261498eb36ff64aed53d8eade55e549","fetched_at":"2026-10-10T09:56:29.051562+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0044,"score":0.55,"n":229,"window_start":"2026-04-19T14:54:38.201678+00:00","window_end":"2026-10-16T14:54:38.201678+00:00","method":"primary","source":"raw/pr_window/rehan-remade__universal-modder.json","source_sha256":"1f47ed0f29614557adfa63e1f0bf27fce8cca5dfed98a0307634c643b4f20bf0","fetched_at":"2026-10-16T14:54:38.201678+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":18.1521,"score":85.07244859688969,"n":168,"window_start":"2026-04-19T14:54:38.201678+00:00","window_end":"2026-10-16T14:54:38.201678+00:00","method":"primary","source":"raw/pr_window/rehan-remade__universal-modder.json","source_sha256":"1f47ed0f29614557adfa63e1f0bf27fce8cca5dfed98a0307634c643b4f20bf0","fetched_at":"2026-10-16T14:54:38.201678+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":44.2864,"score":89.6709323583181,"n":202,"window_start":"2026-04-19T14:54:38.201678+00:00","window_end":"2026-10-16T14:54:38.201678+00:00","method":"primary","source":"raw/pr_window/rehan-remade__universal-modder.json","source_sha256":"1f47ed0f29614557adfa63e1f0bf27fce8cca5dfed98a0307634c643b4f20bf0","fetched_at":"2026-10-16T14:54:38.201678+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to rehan-remade/universal-modder got a first human reply in a median of 18.2 hours (168 pull requests, 19 April to 16 October 2026).","The share with no reply within 14 days has too small a sample to measure (3 pull requests counted; 10 needed).","It ranks 1,032 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1032,"total":3219,"reason":null},"first_timer":{"rank":null,"total":1525,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":614,"total":1276,"reason":null},"ai_assisted":{"rank":1398,"total":3696,"reason":null}},"similar":[{"owner":"Mailu","name":"Mailu","rank":1024},{"owner":"StarTrail-org","name":"LEANN","rank":1027},{"owner":"ReactiveX","name":"RxPY","rank":1037},{"owner":"ipython","name":"ipython","rank":1041},{"owner":"fail2ban","name":"fail2ban","rank":1042}]},"RSSNext/Folo":{"detail":{"owner":"RSSNext","name":"Folo","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"0b7a6b762e0ad07febfbd5194ffef4cc952e4a31ef59d92bac27471ead3e4116","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2362,"tie_group":614,"porchlamp":43.76,"coverage":0.8625,"tier":"C","tier_ceiling":"A","quadrant":"Nursery","leverage":33.88,"friction":46.51,"leverage_coverage":1.0,"friction_coverage":0.725,"p_responsiveness":55.859706809152,"c_responsiveness":0.45,"p_criticality":21.188644170898,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":43.96668,"c_rigor":1.0,"p_accessibility":52.037,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":43.58,"coverage":0.89,"tier":"C","rated":true},"balanced":{"porchlamp":43.76,"coverage":0.8625,"tier":"C","rated":true},"career_capital":{"porchlamp":40.97,"coverage":0.89,"tier":"C","rated":true},"first_timer":{"porchlamp":49.25,"coverage":0.8075,"tier":"C","rated":true},"senior_systems":{"porchlamp":39.82,"coverage":0.9175,"tier":"D","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/RSSNext__Folo.json","source_sha256":"d6dd240daa36c01010b084c483776cc73bf18554143bd37593a7d0ea7100cfae","fetched_at":"2026-10-10T03:28:10.357598+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":10.136986301369863,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/RSSNext__Folo.json","source_sha256":"ed7d30d25c7688350dbe3dbc7a641856018b5f0f2768a79423caff182cf4b60e","fetched_at":"2026-10-10T14:25:59.658045+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":631,"score":8.601398601398602,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__Folo.json","source_sha256":"43785cf453eaf18d754d764708e22c313328099c1c3027f9318eada4b848bd76","fetched_at":"2026-10-10T10:49:14.323359+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":24,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/RSSNext__Folo.json","source_sha256":"bb4e17ba1c4a5da40a7c55af3a0fb2e69d590ad11ad86a2a8c4cfb12d3fc06d6","fetched_at":"2026-10-13T02:31:48.057560+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":967,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/RSSNext__Folo.json","source_sha256":"b7e5549582f2ad5169cf4046293fc1f99abc29fa7730d93fa6d2f780e75360bd","fetched_at":"2026-10-10T12:10:44.484201+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.3,"score":40.0,"n":10,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/RSSNext__Folo.json","source_sha256":"2b2333d8f28f5f6adb914f8613e8a55205a06b9bd227ddae0ecbf471a48390da","fetched_at":"2026-10-15T00:28:33.858070+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/RSSNext__Folo.json","source_sha256":"d6dd240daa36c01010b084c483776cc73bf18554143bd37593a7d0ea7100cfae","fetched_at":"2026-10-10T03:28:10.357598+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.6,"score":75.0,"n":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/RSSNext__Folo.json","source_sha256":"0ef20df162ab6f612f58a1f3bb4bdd3ea76758c311dac11094ac2b2258fda4f8","fetched_at":"2026-10-10T19:54:24.905091+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.7,"score":100.0,"n":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/RSSNext__Folo.json","source_sha256":"0ef20df162ab6f612f58a1f3bb4bdd3ea76758c311dac11094ac2b2258fda4f8","fetched_at":"2026-10-10T19:54:24.905091+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/RSSNext__Folo.json","source_sha256":"bb3aa5c8166e712de4094129f3bde0c0110371e0b9a3f759d0db5b160fc6c6e1","fetched_at":"2026-10-09T03:15:21.798487+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4281,"score":42.809999999999995,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/RSSNext__Folo.json","source_sha256":"dbaa9cb5cb79f4341cac294d161f3bdaaea4a2803e5939e0c64d685316b4462e","fetched_at":"2026-10-10T14:25:59.658045+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":38.6667,"score":38.6667,"n":61,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/RSSNext__Folo.json","source_sha256":"2b2333d8f28f5f6adb914f8613e8a55205a06b9bd227ddae0ecbf471a48390da","fetched_at":"2026-10-15T00:28:33.858070+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/RSSNext__Folo.json","source_sha256":"d6dd240daa36c01010b084c483776cc73bf18554143bd37593a7d0ea7100cfae","fetched_at":"2026-10-10T03:28:10.357598+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.1429,"score":28.58,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/RSSNext__Folo.json","source_sha256":"0ef20df162ab6f612f58a1f3bb4bdd3ea76758c311dac11094ac2b2258fda4f8","fetched_at":"2026-10-10T19:54:24.905091+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0,"score":0.0,"n":45,"window_start":"2026-04-18T00:28:33.858070+00:00","window_end":"2026-10-15T00:28:33.858070+00:00","method":"primary","source":"raw/pr_window/RSSNext__Folo.json","source_sha256":"2b2333d8f28f5f6adb914f8613e8a55205a06b9bd227ddae0ecbf471a48390da","fetched_at":"2026-10-15T00:28:33.858070+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":368.5633,"score":41.36868064118372,"n":36,"window_start":"2026-04-18T00:28:33.858070+00:00","window_end":"2026-10-15T00:28:33.858070+00:00","method":"primary","source":"raw/pr_window/RSSNext__Folo.json","source_sha256":"2b2333d8f28f5f6adb914f8613e8a55205a06b9bd227ddae0ecbf471a48390da","fetched_at":"2026-10-15T00:28:33.858070+00:00","unmeasured_reason":null}],"answer":["For RSSNext/Folo, the reply time has too small a sample to measure (0 pull requests counted; 10 needed).","30% of 10 outside pull requests got no reply within 14 days (20 April to 17 October 2026).","It ranks 2,362 of 3,219 overall.","For first-time contributors it ranks 1,149 of 1,525 (the bottom 25%)."],"standings":{"balanced":{"rank":2362,"total":3219,"reason":null},"first_timer":{"rank":1149,"total":1525,"reason":null},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":2721,"total":3696,"reason":null}},"similar":[{"owner":"node-config","name":"node-config","rank":2359},{"owner":"google","name":"wireit","rank":2364},{"owner":"GrapesJS","name":"grapesjs","rank":2365},{"owner":"websockets","name":"ws","rank":2366},{"owner":"expressjs","name":"morgan","rank":2367}]},"sachinchoolur/lightGallery":{"detail":{"owner":"sachinchoolur","name":"lightGallery","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"d97d86e8999dae82beb67d8857be7df476c1b8241dfc0abdb02f99a3c12b00e5","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2998,"tie_group":null,"porchlamp":33.88,"coverage":0.6075,"tier":"D","tier_ceiling":"B","quadrant":"Graveyard","leverage":40.72,"friction":69.7,"leverage_coverage":0.91,"friction_coverage":0.37,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":36.80571975285,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":40.714285714286,"c_rigor":0.7,"p_accessibility":0.0,"c_accessibility":0.35,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":36.48,"coverage":0.63,"tier":"D","rated":true},"balanced":{"porchlamp":33.88,"coverage":0.6075,"tier":"D","rated":true},"career_capital":{"porchlamp":30.66,"coverage":0.64,"tier":"D","rated":true},"first_timer":{"porchlamp":null,"coverage":0.425,"tier":null,"rated":false},"senior_systems":{"porchlamp":39.59,"coverage":0.7575,"tier":"D","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/sachinchoolur__lightGallery.json","source_sha256":"abceae21ca19a3e6b498d672976ed6030cfb7d2ca2ba7033f3226b66da47e7ac","fetched_at":"2026-10-10T07:47:55.043294+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":39,"score":40.205479452054796,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/sachinchoolur__lightGallery.json","source_sha256":"ff3ba2b17af6caf9d295a242b8ca34f941db36c1fac11278d9f7f19dc8e4fd87","fetched_at":"2026-10-10T17:56:45.013427+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":455165,"score":41.88811188811189,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__lightGallery.json","source_sha256":"7dffb466075c92ee308f8289e276c681334b30972d81d1d560d4d565244cb14b","fetched_at":"2026-10-10T11:54:57.718225+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":346,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/sachinchoolur__lightGallery.json","source_sha256":"e085c92c96034148ceaf5d83de90e41b7cc18acbf70313694854cdd5c0d893f2","fetched_at":"2026-10-10T15:59:02.863686+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":1.0,"score":null,"n":1,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/sachinchoolur__lightGallery.json","source_sha256":"abceae21ca19a3e6b498d672976ed6030cfb7d2ca2ba7033f3226b66da47e7ac","fetched_at":"2026-10-10T07:47:55.043294+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/sachinchoolur__lightGallery.json","source_sha256":"c6a1218cabd23e961a837548e1f70743372aef7cffff62dc21026e4cf361a62d","fetched_at":"2026-10-09T14:33:31.077405+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2929,"score":29.29,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/sachinchoolur__lightGallery.json","source_sha256":"0a9f10f4d7ed003f69c30effe2bbd66ceb07f48cb056a940f2bf104fb02d6dab","fetched_at":"2026-10-10T17:56:45.013427+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":0.0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/sachinchoolur__lightGallery.json","source_sha256":"50d8212223f27773a4f258220bd3c6bc0678aafe9a26d61055eb511d210956a5","fetched_at":"2026-10-07T23:32:26.121109+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/sachinchoolur__lightGallery.json","source_sha256":"abceae21ca19a3e6b498d672976ed6030cfb7d2ca2ba7033f3226b66da47e7ac","fetched_at":"2026-10-10T07:47:55.043294+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}],"answer":["For sachinchoolur/lightGallery, the reply time and the share with no reply within 14 days both have too small a sample to measure (0 and 1 pull request counted; 10 needed).","It ranks 2,998 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":2998,"total":3219,"reason":null},"first_timer":{"rank":null,"total":1525,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":3358,"total":3696,"reason":null}},"similar":[{"owner":"codesandbox","name":"codesandbox-client","rank":2989},{"owner":"chrisleekr","name":"binance-trading-bot","rank":2991},{"owner":"Done-0","name":"fuck-u-code","rank":2994},{"owner":"sass","name":"sass","rank":2999},{"owner":"aleksey-hoffman","name":"sigma-file-manager","rank":3004}]},"sofish/pen":{"detail":{"owner":"sofish","name":"pen","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"67d2d76fb597eb2feff5469cfe8b4d3a6ec3ae411f885482047d5d701616551c","eligible":false,"gate_reason":"stale","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"stale","career_capital":"stale","first_timer":"stale","senior_systems":"stale"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"tflearn/tflearn":{"detail":{"owner":"tflearn","name":"tflearn","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"7ab01940d526cfc6b2b49e67c7d162b842357fd0e0ced554b5443033debbd826","eligible":false,"gate_reason":"stale","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"stale","career_capital":"stale","first_timer":"stale","senior_systems":"stale"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"The-PR-Agent/pr-agent":{"detail":{"owner":"The-PR-Agent","name":"pr-agent","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"ffa145addafc82178cb7dcd9dfff791787077ff3e8ae08d013495d4eb50d7f25","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.51,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":31.797148448682,"c_criticality":1.0,"p_governance":92.5,"c_governance":0.7,"p_rigor":95.0,"c_rigor":0.3,"p_accessibility":79.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.46,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.51,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.585,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.385,"tier":null,"rated":false},"senior_systems":{"porchlamp":67.3,"coverage":0.61,"tier":"B","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/The-PR-Agent__pr-agent.json","source_sha256":"55643ab6ea2d1888b15533c736828c284ebd3ca6afff3b8edde7fe0ebdbd86ef","fetched_at":"2026-10-10T05:33:51.565546+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":15.934065934065934,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/The-PR-Agent__pr-agent.json","source_sha256":"7d5fb85196415ffcc13dbe747f796b3589bf2b534daf997af9980ad331ea5859","fetched_at":"2026-10-10T16:12:09.590361+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":30654,"score":35.32008830022075,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__pr-agent.json","source_sha256":"10c1c3012cec9e71e3f60471d67087958647514f6f0e1d3c4c0d58c14883e6aa","fetched_at":"2026-10-08T06:27:53.872901+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":100.0,"score":100.0,"n":19,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/The-PR-Agent__pr-agent.json","source_sha256":"a60db58acb21b856106d2501bfd68a11a29940ca6424ceaa471e811a1648de7d","fetched_at":"2026-10-13T02:53:08.200551+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":5,"score":100.0,"n":970,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/The-PR-Agent__pr-agent.json","source_sha256":"646178e7d06a8a85aa8a7e789f223f9063daf671af61ac569219e16497ba3737","fetched_at":"2026-10-10T14:23:58.136148+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/The-PR-Agent__pr-agent.json","source_sha256":"55643ab6ea2d1888b15533c736828c284ebd3ca6afff3b8edde7fe0ebdbd86ef","fetched_at":"2026-10-10T05:33:51.565546+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":7,"score":70.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/The-PR-Agent__pr-agent.json","source_sha256":"950a0f5ae7ecfc36e4b3800e6a22f34a659ae2e58bf86bc48502797f7895a4c5","fetched_at":"2026-10-09T07:46:39.369728+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4741,"score":47.410000000000004,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/The-PR-Agent__pr-agent.json","source_sha256":"3e84d4b24ddceb70ed26fea3a15c915aac9ac8a902955e9939516ec3b86fdb30","fetched_at":"2026-10-10T16:12:09.590361+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"promotion_ladder","pillar":"governance","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"}]},"xiangyuecn/Recorder":{"detail":{"owner":"xiangyuecn","name":"Recorder","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"7fccf5b168e29951bf2faa55fa8c0f2bb7fa757240668a244a3d2965c571d62e","eligible":false,"gate_reason":"unrated: no_external_workflow","rated":false,"unrated_reason":"unrated: no_external_workflow","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"unrated: no_external_workflow","career_capital":"unrated: no_external_workflow","first_timer":"unrated: no_external_workflow","senior_systems":"unrated: no_external_workflow"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"Yorko/mlcourse.ai":{"detail":{"owner":"Yorko","name":"mlcourse.ai","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"f90d8d3b61f4c3a507cbce39b0ca4eaf8bb2e4234d9a57058c14f8dca8c27fad","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.375,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":28.17,"c_criticality":0.35,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":24.285714285714,"c_rigor":0.7,"p_accessibility":0.0,"c_accessibility":0.35,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.4475,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.375,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.36,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.3075,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.4425,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Yorko__mlcourse.ai.json","source_sha256":"32c2a4098ccca6fb0d4146279b4a99e714fa42614b5684f52e40ec06eb94df91","fetched_at":"2026-10-10T05:57:35.872226+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":17,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.6666666666666666,"score":null,"n":3,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Yorko__mlcourse.ai.json","source_sha256":"32c2a4098ccca6fb0d4146279b4a99e714fa42614b5684f52e40ec06eb94df91","fetched_at":"2026-10-10T05:57:35.872226+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/Yorko__mlcourse.ai.json","source_sha256":"1c9aa97d5c4901ce44425e99146f35e98d7a91341c4262bf296362fc5abd3b4a","fetched_at":"2026-10-09T09:37:41.045707+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2817,"score":28.17,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/Yorko__mlcourse.ai.json","source_sha256":"c6c7d272b4b9020497ce1f37e573a327bb5bf255a04c8fbd637a4f89806f9b84","fetched_at":"2026-10-10T14:42:49.135615+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":12.5,"score":12.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/Yorko__mlcourse.ai.json","source_sha256":"257bf90078cacef8beb9883a771f57949485c65ef5951f2e3fda30326e3d05fb","fetched_at":"2026-10-07T19:40:04.425811+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Yorko__mlcourse.ai.json","source_sha256":"32c2a4098ccca6fb0d4146279b4a99e714fa42614b5684f52e40ec06eb94df91","fetched_at":"2026-10-10T05:57:35.872226+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}]}}