{"ajayyy/SponsorBlock":{"detail":{"owner":"ajayyy","name":"SponsorBlock","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"fe1a9ac2b94b268117dd4f39154321a07834df2763bc4df018dffad360716c35","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2982,"tie_group":null,"porchlamp":34.41,"coverage":0.815,"tier":"D","tier_ceiling":"A","quadrant":"Graveyard","leverage":32.07,"friction":62.33,"leverage_coverage":1.0,"friction_coverage":0.645,"p_responsiveness":28.571428571429,"c_responsiveness":0.35,"p_criticality":24.147359900374,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":33.0,"c_rigor":1.0,"p_accessibility":41.176470588235,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":33.79,"coverage":0.855,"tier":"D","rated":true},"balanced":{"porchlamp":34.41,"coverage":0.815,"tier":"D","rated":true},"career_capital":{"porchlamp":33.28,"coverage":0.84,"tier":"D","rated":true},"first_timer":{"porchlamp":35.64,"coverage":0.7275,"tier":"D","rated":true},"senior_systems":{"porchlamp":34.02,"coverage":0.895,"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/ajayyy__SponsorBlock.json","source_sha256":"29d5a77b64db25192e0af1b949aff9bb05fab74c2a35d9299ee4721da706bda1","fetched_at":"2026-10-10T05:24:49.752528+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":2,"score":25.54794520547945,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/ajayyy__SponsorBlock.json","source_sha256":"f5864f046eb9c0c86fbb086992fd5784ae2ee16046d136b57f7bf5c2926b1446","fetched_at":"2026-10-10T16:00:45.279736+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":313,"score":7.2727272727272725,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__SponsorBlock.json","source_sha256":"0e0fef429a45101206c1562ad6596080d3f23cce18746cc56dc61e5889fe160b","fetched_at":"2026-10-10T11:18:31.284078+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/ajayyy__SponsorBlock.json","source_sha256":"226d97abfb412c18660579df58ef8cb80f2e2ddce5aeabd1e978e3028b2dc7f5","fetched_at":"2026-10-13T02:51:36.270811+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":74,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/ajayyy__SponsorBlock.json","source_sha256":"8707c41b485b6b08dffe6053c02e5d4e8e6c8c59870b92f97cda82c8184af61b","fetched_at":"2026-10-10T13:48:21.858172+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.5,"score":0.0,"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/ajayyy__SponsorBlock.json","source_sha256":"a0b491b2b434b987fe80b51ee67ec2afed407d6b3803e62d182dbbe18f39f0dd","fetched_at":"2026-10-15T09:34:10.218547+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/ajayyy__SponsorBlock.json","source_sha256":"29d5a77b64db25192e0af1b949aff9bb05fab74c2a35d9299ee4721da706bda1","fetched_at":"2026-10-10T05:24:49.752528+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.4,"score":50.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/ajayyy__SponsorBlock.json","source_sha256":"0e2a5fa30321d7ff31cf819d3a0c523873d22e7daefc6427a671bffb07e25e7e","fetched_at":"2026-10-10T21:57:41.628918+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.25,"score":50.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/ajayyy__SponsorBlock.json","source_sha256":"0e2a5fa30321d7ff31cf819d3a0c523873d22e7daefc6427a671bffb07e25e7e","fetched_at":"2026-10-10T21:57:41.628918+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/ajayyy__SponsorBlock.json","source_sha256":"3717211fe6e378df7641d4cf238e5dc25b7cd4dfddbe7e82fd6c5d24d150a520","fetched_at":"2026-10-09T07:28:05.693544+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.346,"score":34.599999999999994,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/ajayyy__SponsorBlock.json","source_sha256":"904e6ec4f0da53ef98e45261c74a3e004943d9f60e4db5c62da51751875239a6","fetched_at":"2026-10-10T16:00:45.279736+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/ajayyy__SponsorBlock.json","source_sha256":"5403f1d526a97e5c74bb21a5d23903862d07290a8d56b16914a58f2179006500","fetched_at":"2026-10-07T18:04:27.224817+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/ajayyy__SponsorBlock.json","source_sha256":"29d5a77b64db25192e0af1b949aff9bb05fab74c2a35d9299ee4721da706bda1","fetched_at":"2026-10-10T05:24:49.752528+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":21,"window_start":"2026-04-18T09:34:10.218547+00:00","window_end":"2026-10-15T09:34:10.218547+00:00","method":"primary","source":"raw/pr_window/ajayyy__SponsorBlock.json","source_sha256":"a0b491b2b434b987fe80b51ee67ec2afed407d6b3803e62d182dbbe18f39f0dd","fetched_at":"2026-10-15T09:34:10.218547+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":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 ajayyy/SponsorBlock, the reply time has too small a sample to measure (0 pull requests counted; 10 needed).","50% of 10 outside pull requests got no reply within 14 days (20 April to 17 October 2026).","It ranks 2,982 of 3,219 overall.","For first-time contributors it ranks 1,501 of 1,525 (the bottom 2%)."],"standings":{"balanced":{"rank":2982,"total":3219,"reason":null},"first_timer":{"rank":1501,"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":3499,"total":3696,"reason":null}},"similar":[{"owner":"onejs","name":"one","rank":2980},{"owner":"illuspas","name":"Node-Media-Server","rank":2981},{"owner":"AykutSarac","name":"jsoncrack.com","rank":2985},{"owner":"cypress-io","name":"cypress-realworld-app","rank":2986},{"owner":"vercel","name":"ms","rank":2988}]},"baairon/torlink":{"detail":{"owner":"baairon","name":"torlink","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"79a1c9885194b9193c57b2077df78b001fadd1d2ff132626b4c00ff7669e3f0d","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2355,"tie_group":null,"porchlamp":43.82,"coverage":0.925,"tier":"C","tier_ceiling":"A","quadrant":"Nursery","leverage":26.77,"friction":35.75,"leverage_coverage":1.0,"friction_coverage":0.9,"p_responsiveness":82.751605270335,"c_responsiveness":1.0,"p_criticality":19.146535779289,"c_criticality":1.0,"p_governance":59.25,"c_governance":1.0,"p_rigor":17.83098,"c_rigor":1.0,"p_accessibility":25.5,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":38.06,"coverage":0.95,"tier":"D","rated":true},"balanced":{"porchlamp":43.82,"coverage":0.925,"tier":"C","rated":true},"career_capital":{"porchlamp":39.02,"coverage":0.9,"tier":"D","rated":true},"first_timer":{"porchlamp":49.2,"coverage":0.85,"tier":"C","rated":true},"senior_systems":{"porchlamp":38.77,"coverage":0.975,"tier":"D","rated":true}},"suspicion":["closed_unread"],"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/baairon__torlink.json","source_sha256":"b16827e95e545561185e4e8175de8a22a59ceba4673df2aee452a8c693757967","fetched_at":"2026-10-10T08:51:59.018851+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/baairon__torlink.json","source_sha256":"f28a679ffb90b3f14266af54fb02a7a0543eac694da0a1558e7a0c8a250f9dc8","fetched_at":"2026-10-10T18:52:40.195037+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":6040,"score":15.034965034965035,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__torlink.json","source_sha256":"b37482f99e60869749b1523ec5cb72ebef6573ec2db9284f6cfb55b15d0f9d3b","fetched_at":"2026-10-10T12:08:24.824396+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":1.0,"score":100.0,"n":51,"window_start":"2026-04-19T06:58:39.496638+00:00","window_end":"2026-07-18T06:58:39.496638+00:00","method":"primary","source":"raw/pr_window/baairon__torlink.json","source_sha256":"50b5a60291ae2a9f5ac7a7d8fb42fdadabb5adf7a8303c510563611090e74e1e","fetched_at":"2026-10-16T06:58:39.496638+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":28,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/baairon__torlink.json","source_sha256":"963ab37e7966ba0d66be2ca835b9908298fb94ecfc647dae67721b58551b0a8b","fetched_at":"2026-10-13T03:24:54.043870+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":118,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/baairon__torlink.json","source_sha256":"8c29a8bb7f7d87cd887dce98b3135e0f33efa9f5af7d42f7a999216796aa15f9","fetched_at":"2026-10-10T16:52:40.135550+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.06796116504854369,"score":86.40776699029126,"n":103,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/baairon__torlink.json","source_sha256":"50b5a60291ae2a9f5ac7a7d8fb42fdadabb5adf7a8303c510563611090e74e1e","fetched_at":"2026-10-16T06:58:39.496638+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/baairon__torlink.json","source_sha256":"b16827e95e545561185e4e8175de8a22a59ceba4673df2aee452a8c693757967","fetched_at":"2026-10-10T08:51:59.018851+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.5556,"score":69.45,"n":45,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/baairon__torlink.json","source_sha256":"9861e5f753ade6a45904769216ce16f57fd051143d20484337c2b61f8b2cf9d0","fetched_at":"2026-10-11T00:53:37.644298+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/baairon__torlink.json","source_sha256":"8348c278d1b02367a365f2b900f7dc9279bbb91a19e9bbf734993aa1fa702035","fetched_at":"2026-10-09T17:29:48.145282+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3238,"score":32.379999999999995,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/baairon__torlink.json","source_sha256":"8c3f8e0d41bdbb44e84b3af09be63dfa70982827afa72c6537f21fdba069238e","fetched_at":"2026-10-10T18:52:40.195037+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":13.8462,"score":13.8462,"n":65,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/baairon__torlink.json","source_sha256":"50b5a60291ae2a9f5ac7a7d8fb42fdadabb5adf7a8303c510563611090e74e1e","fetched_at":"2026-10-16T06:58:39.496638+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/baairon__torlink.json","source_sha256":"b16827e95e545561185e4e8175de8a22a59ceba4673df2aee452a8c693757967","fetched_at":"2026-10-10T08:51:59.018851+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":0.0078,"score":0.975,"n":129,"window_start":"2026-04-19T06:58:39.496638+00:00","window_end":"2026-10-16T06:58:39.496638+00:00","method":"primary","source":"raw/pr_window/baairon__torlink.json","source_sha256":"50b5a60291ae2a9f5ac7a7d8fb42fdadabb5adf7a8303c510563611090e74e1e","fetched_at":"2026-10-16T06:58:39.496638+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":24.9261,"score":73.6344308256164,"n":36,"window_start":"2026-04-19T06:58:39.496638+00:00","window_end":"2026-10-16T06:58:39.496638+00:00","method":"primary","source":"raw/pr_window/baairon__torlink.json","source_sha256":"50b5a60291ae2a9f5ac7a7d8fb42fdadabb5adf7a8303c510563611090e74e1e","fetched_at":"2026-10-16T06:58:39.496638+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":47.3678,"score":88.10110974106041,"n":65,"window_start":"2026-04-19T06:58:39.496638+00:00","window_end":"2026-10-16T06:58:39.496638+00:00","method":"primary","source":"raw/pr_window/baairon__torlink.json","source_sha256":"50b5a60291ae2a9f5ac7a7d8fb42fdadabb5adf7a8303c510563611090e74e1e","fetched_at":"2026-10-16T06:58:39.496638+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to baairon/torlink got a first human reply in a median of 24.9 hours (36 pull requests, 19 April to 16 October 2026); 7% got none within 14 days.","It ranks 2,355 of 3,219 overall.","For first-time contributors it ranks 1,156 of 1,525 (the bottom 25%)."],"standings":{"balanced":{"rank":2355,"total":3219,"reason":null},"first_timer":{"rank":1156,"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":3255,"total":3696,"reason":null}},"similar":[{"owner":"shoutem","name":"ui","rank":2348},{"owner":"josdejong","name":"jsoneditor","rank":2349},{"owner":"gpujs","name":"gpu.js","rank":2353},{"owner":"umami-software","name":"umami","rank":2356},{"owner":"node-config","name":"node-config","rank":2359}]},"bailicangdu/react-pxq":{"detail":{"owner":"bailicangdu","name":"react-pxq","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"c57cda7922cb925ce55d92de95248cb320da78986b1d8ee6c589a6d3706617c9","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":[]},"beanstalkd/beanstalkd":{"detail":{"owner":"beanstalkd","name":"beanstalkd","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"95c20a28d460450b7413ea4560040aa9d3e1bee4a1b2e4ae2c7cb0faa02a4239","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":[]},"bfenetworks/bfe":{"detail":{"owner":"bfenetworks","name":"bfe","ecosystem":"go","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"5992b8fe68aa9e28838c6dc89d902a3b6a00791b74304a457b70bf5ddd7020b6","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1893,"tie_group":null,"porchlamp":48.12,"coverage":0.63,"tier":"C","tier_ceiling":"B","quadrant":"Crucible","leverage":52.03,"friction":54.55,"leverage_coverage":0.91,"friction_coverage":0.4,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":40.18611878248,"c_criticality":1.0,"p_governance":55.75,"c_governance":1.0,"p_rigor":69.285714285714,"c_rigor":0.7,"p_accessibility":30.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":54.56,"coverage":0.645,"tier":"C","rated":true},"balanced":{"porchlamp":48.12,"coverage":0.63,"tier":"C","rated":true},"career_capital":{"porchlamp":44.2,"coverage":0.67,"tier":"C","rated":true},"first_timer":{"porchlamp":null,"coverage":0.47,"tier":null,"rated":false},"senior_systems":{"porchlamp":51.01,"coverage":0.765,"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/bfenetworks__bfe.json","source_sha256":"2386dde32ffd49c2ce7262ce8f3aabacdb4408f4a3ce7b073a920351b2a393e8","fetched_at":"2026-10-10T08:31:02.841177+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":4,"score":45.10022271714922,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/bfenetworks__bfe.json","source_sha256":"a396469a44ba1a9b7aa159fdc32cd95c01a59c112f6a57072cd85fe954203cda","fetched_at":"2026-10-11T11:51:00.370355+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":100.0,"score":100.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/bfenetworks__bfe.json","source_sha256":"317321f364efa4feb68f303736de66eb2cea55b61bba3212014c66214d717fa3","fetched_at":"2026-10-13T03:21:23.185591+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":264,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/bfenetworks__bfe.json","source_sha256":"4dbdd528354bdb866540c55b2a0fbc45628e36f6859d0a4211d9b3e5d2ea8d63","fetched_at":"2026-10-10T16:41:25.036429+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":1.0,"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":"DCO","score":100.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/bfenetworks__bfe.json","source_sha256":"2386dde32ffd49c2ce7262ce8f3aabacdb4408f4a3ce7b073a920351b2a393e8","fetched_at":"2026-10-10T08:31:02.841177+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/bfenetworks__bfe.json","source_sha256":"15388ba5ce92953de73ea0df4f3351554dbd1d719ff13aa2d89d446375e3e305","fetched_at":"2026-10-09T15:56:28.577239+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3457,"score":34.57,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/bfenetworks__bfe.json","source_sha256":"6449817aa88a81186539db01cfad87594460bc2bc06a09177c518d142b48a195","fetched_at":"2026-10-11T11:51:00.370355+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/bfenetworks__bfe.json","source_sha256":"1da552f323ede351b2f12c147b6c6637ff7e71843df0950be7721e3d3d161d24","fetched_at":"2026-10-08T00:48:41.738352+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/bfenetworks__bfe.json","source_sha256":"2386dde32ffd49c2ce7262ce8f3aabacdb4408f4a3ce7b073a920351b2a393e8","fetched_at":"2026-10-10T08:31:02.841177+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 bfenetworks/bfe, the reply time and the share with no reply within 14 days both have too small a sample to measure (0 and 2 pull requests counted; 10 needed).","It ranks 1,893 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1893,"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":1240,"total":3696,"reason":null}},"similar":[{"owner":"komari-monitor","name":"komari","rank":1879},{"owner":"git-lfs","name":"git-lfs","rank":1892},{"owner":"tilt-dev","name":"tilt","rank":1895},{"owner":"stashapp","name":"stash","rank":1896},{"owner":"photoview","name":"photoview","rank":1912}]},"brettwooldridge/HikariCP":{"detail":{"owner":"brettwooldridge","name":"HikariCP","ecosystem":"maven","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"2daafcf1577a23f10db8b3583d182b9afb17c9b075df254c94447f3c74dffb22","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2830,"tie_group":null,"porchlamp":37.55,"coverage":0.6775,"tier":"D","tier_ceiling":"B","quadrant":"Crucible","leverage":55.11,"friction":73.59,"leverage_coverage":0.84,"friction_coverage":0.51,"p_responsiveness":14.285714285714,"c_responsiveness":0.35,"p_criticality":63.097821138211,"c_criticality":1.0,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":35.714285714286,"c_rigor":0.7,"p_accessibility":0.0,"c_accessibility":0.7,"persona_gates":{"first_timer":"high_barrier_to_entry"},"persona_composites":{"ai_assisted":{"porchlamp":37.61,"coverage":0.6825,"tier":"D","rated":true},"balanced":{"porchlamp":37.55,"coverage":0.6775,"tier":"D","rated":true},"career_capital":{"porchlamp":38.15,"coverage":0.7275,"tier":"D","rated":true},"first_timer":{"porchlamp":24.52,"coverage":0.6,"tier":"D","rated":true},"senior_systems":{"porchlamp":47.43,"coverage":0.74,"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/brettwooldridge__HikariCP.json","source_sha256":"b80e83b6c97c24a7c569877cef464ca058913e963209747c69af40c1bfa0d6a4","fetched_at":"2026-10-10T04:31:04.604312+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":2621,"score":91.46341463414635,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/brettwooldridge__HikariCP.json","source_sha256":"a76fc932bf0fa53961e5622d9c66d0ca709a36ac7842f9b20bbded20edb292dc","fetched_at":"2026-10-10T15:13:13.522608+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":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":11,"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":0.9333333333333333,"score":0.0,"n":15,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/brettwooldridge__HikariCP.json","source_sha256":"e2b51b3e041ce79a571450f6dbfab8d44d6c26f2a6547986da32c2ffb40a558a","fetched_at":"2026-10-07T16:49:12.272039+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/brettwooldridge__HikariCP.json","source_sha256":"b80e83b6c97c24a7c569877cef464ca058913e963209747c69af40c1bfa0d6a4","fetched_at":"2026-10-10T04:31:04.604312+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.2,"score":25.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/brettwooldridge__HikariCP.json","source_sha256":"7350d6af7a498cba51c1dc6fb9fa664fccf8c503b6dcd363992084d2f4de15cd","fetched_at":"2026-10-10T20:59:32.434214+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/brettwooldridge__HikariCP.json","source_sha256":"7350d6af7a498cba51c1dc6fb9fa664fccf8c503b6dcd363992084d2f4de15cd","fetched_at":"2026-10-10T20:59:32.434214+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/brettwooldridge__HikariCP.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-09T04:42:15.321364+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3068,"score":30.680000000000003,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/brettwooldridge__HikariCP.json","source_sha256":"77c64a9c8bafff31a4e421f652bf44e0835e5abe8054d04a0377cfa6418d94bb","fetched_at":"2026-10-10T15:13:13.522608+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":32.5,"score":32.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/brettwooldridge__HikariCP.json","source_sha256":"714b949919d28d9c41d66669671ad9cc81711eba31aefc18455ee04d7ed572e8","fetched_at":"2026-10-07T16:15:57.976761+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/brettwooldridge__HikariCP.json","source_sha256":"b80e83b6c97c24a7c569877cef464ca058913e963209747c69af40c1bfa0d6a4","fetched_at":"2026-10-10T04:31:04.604312+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 brettwooldridge/HikariCP, the reply time has too small a sample to measure (0 pull requests counted; 10 needed).","93% of 15 outside pull requests got no reply within 14 days (20 April to 17 October 2026).","It ranks 2,830 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":2830,"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":793,"total":798,"reason":null},"senior_systems":{"rank":887,"total":1276,"reason":null},"ai_assisted":{"rank":3287,"total":3696,"reason":null}},"similar":[{"owner":"bumptech","name":"glide","rank":2768},{"owner":"dropwizard","name":"dropwizard","rank":2792},{"owner":"FongMi","name":"TV","rank":2816},{"owner":"LWJGL","name":"lwjgl3","rank":2872},{"owner":"jOOQ","name":"jOOQ","rank":2886}]},"bup/bup":{"detail":{"owner":"bup","name":"bup","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"cc4a15307ce5bd01962f4c150db25dfcae2399b5a0bbbae5b1b79522ac96fb43","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.445,"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":25.55,"c_criticality":0.35,"p_governance":55.75,"c_governance":1.0,"p_rigor":45.714285714286,"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":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.5,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.445,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.4125,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.36,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.53,"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/bup__bup.json","source_sha256":"3a60f6b27e846a5943bcd412eed101c5849924449b041a68d41b14539a4f626a","fetched_at":"2026-10-10T07:42:24.755663+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":true,"value":1,"score":25.0,"n":317,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/bup__bup.json","source_sha256":"e89072fe1d0e4d8a96fb22f8a8e70bf89fc01ffd487f04d071e03ebfc5cf7c9f","fetched_at":"2026-10-10T15:52:09.958808+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":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"DCO","score":100.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/bup__bup.json","source_sha256":"3a60f6b27e846a5943bcd412eed101c5849924449b041a68d41b14539a4f626a","fetched_at":"2026-10-10T07:42:24.755663+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/bup__bup.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-09T13:43:33.121024+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2555,"score":25.55,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/bup__bup.json","source_sha256":"7eb123e6dc1f6d70668d5000925dbf4b5fed0c97f93ad731d052a05f5a37eb21","fetched_at":"2026-10-10T15:52:09.960455+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/bup__bup.json","source_sha256":"9357771f960bcdac9029d6b19d48d02a19bb8e2e9f6dfd7e5b31c702aab1e030","fetched_at":"2026-10-07T23:00:03.152446+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/bup__bup.json","source_sha256":"3a60f6b27e846a5943bcd412eed101c5849924449b041a68d41b14539a4f626a","fetched_at":"2026-10-10T07:42:24.755663+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"}]},"colmap/colmap":{"detail":{"owner":"colmap","name":"colmap","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"bf74611676ef1a17a3cb2bfb657ca2446b0d979c097033c56ababe85c142d4c3","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":359,"tie_group":null,"porchlamp":61.72,"coverage":0.875,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":60.48,"friction":33.74,"leverage_coverage":1.0,"friction_coverage":0.8,"p_responsiveness":95.21892807225,"c_responsiveness":0.8,"p_criticality":55.96,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":74.665,"c_rigor":1.0,"p_accessibility":17.5,"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":65.69,"coverage":0.91,"tier":"B","rated":true},"balanced":{"porchlamp":61.72,"coverage":0.875,"tier":"B","rated":true},"career_capital":{"porchlamp":57.17,"coverage":0.86,"tier":"B","rated":true},"first_timer":{"porchlamp":59.21,"coverage":0.78,"tier":"B","rated":true},"senior_systems":{"porchlamp":62.3,"coverage":0.945,"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/colmap__colmap.json","source_sha256":"07b9fdaaecd1c7f5b848004ad1dac44aebdd8f17e4e8c34c64182ba114c4b5ec","fetched_at":"2026-10-10T05:35:47.627590+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":0.901,"score":100.0,"n":101,"window_start":"2026-04-18T11:37:41.967455+00:00","window_end":"2026-07-17T11:37:41.967455+00:00","method":"primary","source":"raw/pr_window/colmap__colmap.json","source_sha256":"803e2876e38823662b14d2abcad792ff3700cb65ef2e5b43cae155964b16623c","fetched_at":"2026-10-15T11:37:41.967455+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":35.0,"score":35.0,"n":13,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/colmap__colmap.json","source_sha256":"876fa86f13e1df30a98a9a0a8e1f91a14bdbaae8e517a40824ac3b3b9e741d7a","fetched_at":"2026-10-13T02:53:40.566373+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":792,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/colmap__colmap.json","source_sha256":"75ed5745019fac2e1abadc7e1635bd710707c59e4c0a7b9d3eabfedf962def08","fetched_at":"2026-10-10T14:25:42.836864+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.04225352112676056,"score":91.54929577464789,"n":284,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/colmap__colmap.json","source_sha256":"803e2876e38823662b14d2abcad792ff3700cb65ef2e5b43cae155964b16623c","fetched_at":"2026-10-15T11:37:41.967455+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/colmap__colmap.json","source_sha256":"07b9fdaaecd1c7f5b848004ad1dac44aebdd8f17e4e8c34c64182ba114c4b5ec","fetched_at":"2026-10-10T05:35:47.627590+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/colmap__colmap.json","source_sha256":"27bd1b5e6553226efe0da2a18a6110e865cb26d4a121429521e19ae7791978ab","fetched_at":"2026-10-09T07:50:32.987014+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5596,"score":55.96,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/colmap__colmap.json","source_sha256":"7cfe55ed641f74de306573f399adc95115caecf581848e4d114ccabe090e2505","fetched_at":"2026-10-10T14:25:42.840033+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":85.0,"score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/colmap__colmap.json","source_sha256":"05fb016985a02de176941b7c1dd780f8fd34c1f8c31372abd4ee188e16518139","fetched_at":"2026-10-07T18:32:54.358863+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/colmap__colmap.json","source_sha256":"07b9fdaaecd1c7f5b848004ad1dac44aebdd8f17e4e8c34c64182ba114c4b5ec","fetched_at":"2026-10-10T05:35:47.627590+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":"collector_failure"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.3244,"score":40.550000000000004,"n":336,"window_start":"2026-04-18T11:37:41.967455+00:00","window_end":"2026-10-15T11:37:41.967455+00:00","method":"primary","source":"raw/pr_window/colmap__colmap.json","source_sha256":"803e2876e38823662b14d2abcad792ff3700cb65ef2e5b43cae155964b16623c","fetched_at":"2026-10-15T11:37:41.967455+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":3.9578,"score":100.0,"n":319,"window_start":"2026-04-18T11:37:41.967455+00:00","window_end":"2026-10-15T11:37:41.967455+00:00","method":"primary","source":"raw/pr_window/colmap__colmap.json","source_sha256":"803e2876e38823662b14d2abcad792ff3700cb65ef2e5b43cae155964b16623c","fetched_at":"2026-10-15T11:37:41.967455+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":149.6006,"score":74.42748091603053,"n":292,"window_start":"2026-04-18T11:37:41.967455+00:00","window_end":"2026-10-15T11:37:41.967455+00:00","method":"primary","source":"raw/pr_window/colmap__colmap.json","source_sha256":"803e2876e38823662b14d2abcad792ff3700cb65ef2e5b43cae155964b16623c","fetched_at":"2026-10-15T11:37:41.967455+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to colmap/colmap got a first human reply in a median of 4 hours (319 pull requests, 18 April to 15 October 2026); 4% got none within 14 days.","It ranks 359 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":359,"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":245,"total":3696,"reason":null}},"similar":[{"owner":"janet-lang","name":"janet","rank":344},{"owner":"nanopb","name":"nanopb","rank":350},{"owner":"winsiderss","name":"systeminformer","rank":354},{"owner":"Vita3K","name":"Vita3K","rank":361},{"owner":"microsoft","name":"STL","rank":373}]},"diesel-rs/diesel":{"detail":{"owner":"diesel-rs","name":"diesel","ecosystem":"crates","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"e208389d6f89dd8a1e6a6cce985724272cf8ceeb60f57173e9d1a118923f7b41","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":7,"tie_group":null,"porchlamp":73.72,"coverage":1.0,"tier":"A","tier_ceiling":null,"quadrant":"Sweet Spot","leverage":70.19,"friction":24.29,"leverage_coverage":1.0,"friction_coverage":1.0,"p_responsiveness":85.960523917277,"c_responsiveness":1.0,"p_criticality":70.973665806674,"c_criticality":1.0,"p_governance":59.25,"c_governance":1.0,"p_rigor":76.16375,"c_rigor":1.0,"p_accessibility":74.75,"c_accessibility":1.0,"persona_gates":{"senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":74.41,"coverage":1.0,"tier":"A","rated":true},"balanced":{"porchlamp":73.72,"coverage":1.0,"tier":"A","rated":true},"career_capital":{"porchlamp":73.49,"coverage":1.0,"tier":"A","rated":true},"first_timer":{"porchlamp":76.11,"coverage":1.0,"tier":"A","rated":true},"senior_systems":{"porchlamp":71.52,"coverage":1.0,"tier":"A","rated":true}},"suspicion":["merges_without_return"],"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/diesel-rs__diesel.json","source_sha256":"678723a6ca39c022c975bbf1d57336143fe9fd342ce97f610f5e5a43104584ad","fetched_at":"2026-10-10T05:21:53.731626+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":416,"score":83.47953216374269,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/diesel-rs__diesel.json","source_sha256":"018bb32cf52778f461f0cb095b01b9c80a186717cd38c627c8ab7a74bb6ba564","fetched_at":"2026-10-10T15:57:56.827598+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":2999821,"score":76.02941176470588,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__diesel.json","source_sha256":"847aeb7957996b7954077b8557920db8b1e5cd7d087f146498799884ef073eb3","fetched_at":"2026-10-10T21:15:45.535029+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":1.0,"score":100.0,"n":12,"window_start":"2026-04-18T09:04:42.011836+00:00","window_end":"2026-07-17T09:04:42.011836+00:00","method":"primary","source":"raw/pr_window/diesel-rs__diesel.json","source_sha256":"49fdda58a4d83b1ea218474841e66bc830ab21ab2bf758e43676872b8b0618f4","fetched_at":"2026-10-15T09:04:42.011836+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":35.0,"score":35.0,"n":16,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/diesel-rs__diesel.json","source_sha256":"db045831e7127ca964b4cd71dee7c77baa56285bd95e59584b874ccff4aea782","fetched_at":"2026-10-13T02:50:15.919347+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":999,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/diesel-rs__diesel.json","source_sha256":"601e5207ac743f93fd3f0a21dc64cae79e088a0eb7d4bc82e66c32044f5ac5a9","fetched_at":"2026-10-10T13:45:56.699886+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.09090909090909091,"score":81.81818181818181,"n":44,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/diesel-rs__diesel.json","source_sha256":"49fdda58a4d83b1ea218474841e66bc830ab21ab2bf758e43676872b8b0618f4","fetched_at":"2026-10-15T09:04:42.011836+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/diesel-rs__diesel.json","source_sha256":"678723a6ca39c022c975bbf1d57336143fe9fd342ce97f610f5e5a43104584ad","fetched_at":"2026-10-10T05:21:53.731626+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.8387,"score":100.0,"n":31,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/diesel-rs__diesel.json","source_sha256":"37e994b6c7759f83bb0b5d89d59b44cab2e85b14072134d1cb83cfd6c87da6cf","fetched_at":"2026-10-10T21:53:44.467207+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.6667,"score":100.0,"n":15,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/diesel-rs__diesel.json","source_sha256":"37e994b6c7759f83bb0b5d89d59b44cab2e85b14072134d1cb83cfd6c87da6cf","fetched_at":"2026-10-10T21:53:44.467207+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":9,"score":90.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/diesel-rs__diesel.json","source_sha256":"5316f7259580a14a42e99f634240237398424faca8913e0b41ac6d202fc5f183","fetched_at":"2026-10-09T07:17:37.550523+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5307,"score":53.06999999999999,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/diesel-rs__diesel.json","source_sha256":"d6bb2fdfc0127d11fa27b41cc7fe18986f34ca4fd983d3682a8f4c7092846290","fetched_at":"2026-10-10T15:57:56.827598+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/diesel-rs__diesel.json","source_sha256":"c9a8ce27dbe2349dc60deee0abdbd466d6ff5820938fa0e5f189357b4fe33f56","fetched_at":"2026-10-07T17:56:33.913626+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/diesel-rs__diesel.json","source_sha256":"678723a6ca39c022c975bbf1d57336143fe9fd342ce97f610f5e5a43104584ad","fetched_at":"2026-10-10T05:21:53.731626+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.1,"score":20.0,"n":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/diesel-rs__diesel.json","source_sha256":"37e994b6c7759f83bb0b5d89d59b44cab2e85b14072134d1cb83cfd6c87da6cf","fetched_at":"2026-10-10T21:53:44.467207+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.6977,"score":87.21249999999999,"n":43,"window_start":"2026-04-18T09:04:42.011836+00:00","window_end":"2026-10-15T09:04:42.011836+00:00","method":"primary","source":"raw/pr_window/diesel-rs__diesel.json","source_sha256":"49fdda58a4d83b1ea218474841e66bc830ab21ab2bf758e43676872b8b0618f4","fetched_at":"2026-10-15T09:04:42.011836+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":19.5197,"score":82.45258814176516,"n":53,"window_start":"2026-04-18T09:04:42.011836+00:00","window_end":"2026-10-15T09:04:42.011836+00:00","method":"primary","source":"raw/pr_window/diesel-rs__diesel.json","source_sha256":"49fdda58a4d83b1ea218474841e66bc830ab21ab2bf758e43676872b8b0618f4","fetched_at":"2026-10-15T09:04:42.011836+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":379.0642,"score":39.52020202020202,"n":34,"window_start":"2026-04-18T09:04:42.011836+00:00","window_end":"2026-10-15T09:04:42.011836+00:00","method":"primary","source":"raw/pr_window/diesel-rs__diesel.json","source_sha256":"49fdda58a4d83b1ea218474841e66bc830ab21ab2bf758e43676872b8b0618f4","fetched_at":"2026-10-15T09:04:42.011836+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to diesel-rs/diesel got a first human reply in a median of 19.5 hours (53 pull requests, 18 April to 15 October 2026); 9% got none within 14 days.","It ranks 7 of 3,219 overall.","For first-time contributors it ranks 13 of 1,525 (the top 1%)."],"standings":{"balanced":{"rank":7,"total":3219,"reason":null},"first_timer":{"rank":13,"total":1525,"reason":null},"career_capital":{"rank":33,"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":53,"total":3696,"reason":null}},"similar":[{"owner":"servo","name":"rust-smallvec","rank":1},{"owner":"rust-lang","name":"libc","rank":3},{"owner":"rust-lang","name":"cc-rs","rank":5},{"owner":"wasm-bindgen","name":"wasm-bindgen","rank":16},{"owner":"rust-lang","name":"socket2","rank":19}]},"dm77/barcodescanner":{"detail":{"owner":"dm77","name":"barcodescanner","ecosystem":"maven","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"028bccd2488a36cb9d2c534610ebde384a3ad41cbe130d554be194c1b242d955","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":[]},"dragonflydb/dragonfly":{"detail":{"owner":"dragonflydb","name":"dragonfly","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"78923371211822e040cbfe0ab288b9724a98a854fecdec5e987cda369c55cc2c","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.57,"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":53.79,"c_criticality":1.0,"p_governance":55.0,"c_governance":0.7,"p_rigor":84.142857142857,"c_rigor":0.7,"p_accessibility":24.5,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":63.63,"coverage":0.6,"tier":"B","rated":true},"balanced":{"porchlamp":null,"coverage":0.57,"tier":null,"rated":false},"career_capital":{"porchlamp":50.49,"coverage":0.625,"tier":"C","rated":true},"first_timer":{"porchlamp":null,"coverage":0.425,"tier":null,"rated":false},"senior_systems":{"porchlamp":59.56,"coverage":0.69,"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/dragonflydb__dragonfly.json","source_sha256":"58f7244bab8dde334181525ae7b87766b4d9a635142e7096d3e1dda02f889c2d","fetched_at":"2026-10-10T03:36:31.384066+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":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":35.0,"score":35.0,"n":22,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/dragonflydb__dragonfly.json","source_sha256":"445733f841af07fa8b5a82403e0213761e583d402c241bda3dee251b61f299cf","fetched_at":"2026-10-13T02:34:34.967630+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":970,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/dragonflydb__dragonfly.json","source_sha256":"3814f208d12e8114d5afec6493ee131c39fe21c85cc25fb0f7b78087aac71217","fetched_at":"2026-10-10T12:29:20.978101+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/dragonflydb__dragonfly.json","source_sha256":"58f7244bab8dde334181525ae7b87766b4d9a635142e7096d3e1dda02f889c2d","fetched_at":"2026-10-10T03:36:31.384066+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":2,"score":20.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/dragonflydb__dragonfly.json","source_sha256":"833dfc3f4f11bac5ae251a70c5939f9a33403e1debea76ca0c83b4a189725eff","fetched_at":"2026-10-09T03:31:51.698656+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5379,"score":53.790000000000006,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/dragonflydb__dragonfly.json","source_sha256":"c74f046fa7f7309f497d6240e7fe91b648e77f9cc56000ef4d4d95d0031d809d","fetched_at":"2026-10-10T12:29:20.981377+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":76.0,"score":76.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/dragonflydb__dragonfly.json","source_sha256":"dd2de23405db3d42b58794609e28f08a888773c21ddefff6547555b8dbba7594","fetched_at":"2026-10-07T15:05:12.287668+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"}]},"dragonflyoss/dragonfly-archived":{"detail":{"owner":"dragonflyoss","name":"dragonfly-archived","ecosystem":"go","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"f8cb39d247c66d29e1aa76220c2666b3b371e1587d7633603c957060550923e7","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":[]},"facebookresearch/pytext":{"detail":{"owner":"facebookresearch","name":"pytext","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"56c4bfa7065fd9dd5ae29904adeece2a7e6c6f11273a0ad5c8cd860399b81303","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":[]},"facebookresearch/vggt-omega":{"detail":{"owner":"facebookresearch","name":"vggt-omega","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"b4a2a05c953a8f9f37b1a9b8241dfc34c260d536a287b342f76de68bf85da8f9","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.245,"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":18.71,"c_criticality":0.35,"p_governance":40.0,"c_governance":0.3,"p_rigor":40.0,"c_rigor":0.3,"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":0.255,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.245,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.2675,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.215,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.275,"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/facebookresearch__vggt-omega.json","source_sha256":"7b4fce781e68a5aa790c7bb28b04c31abc758cab428613fe25a748e3200c84a0","fetched_at":"2026-10-10T10:38:33.445668+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":8,"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":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":"legal_ip","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":"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/facebookresearch__vggt-omega.json","source_sha256":"c827de66a4ea76e49f36f09b6a07109b52d148f762fe4eaaa7b865358656b465","fetched_at":"2026-10-09T21:56:31.771682+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.1871,"score":18.709999999999997,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/facebookresearch__vggt-omega.json","source_sha256":"ebc2ed42ed95e9bad193c563e28f544342c2d063b4192c38beb6332c84210151","fetched_at":"2026-10-10T18:26:25.806442+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":35.7895,"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":"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/facebookresearch__vggt-omega.json","source_sha256":"7b4fce781e68a5aa790c7bb28b04c31abc758cab428613fe25a748e3200c84a0","fetched_at":"2026-10-10T10:38:33.445668+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"}]},"firecrawl/pdf-inspector":{"detail":{"owner":"firecrawl","name":"pdf-inspector","ecosystem":"crates","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"827f667ff49b96baef28f251c49277e713f5040fce75a386fb3396aefb71f3b9","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2545,"tie_group":655,"porchlamp":41.64,"coverage":0.8625,"tier":"C","tier_ceiling":"A","quadrant":"Graveyard","leverage":40.96,"friction":54.13,"leverage_coverage":1.0,"friction_coverage":0.775,"p_responsiveness":55.440227365061,"c_responsiveness":0.75,"p_criticality":33.489128310974,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":47.0575,"c_rigor":1.0,"p_accessibility":15.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":43.33,"coverage":0.9,"tier":"C","rated":true},"balanced":{"porchlamp":41.64,"coverage":0.8625,"tier":"C","rated":true},"career_capital":{"porchlamp":38.09,"coverage":0.85,"tier":"D","rated":true},"first_timer":{"porchlamp":39.53,"coverage":0.7625,"tier":"D","rated":true},"senior_systems":{"porchlamp":42.82,"coverage":0.9375,"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/firecrawl__pdf-inspector.json","source_sha256":"cdecee212ff235386182a7352f80fe6f1225610ee701e63c56e0cf6cc73515d4","fetched_at":"2026-10-10T04:37:27.609492+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/firecrawl__pdf-inspector.json","source_sha256":"29d0bac9dc7fe5c5b5d59ef1707623e70d4f6813fc48b8b73bd24fbe23c3fb20","fetched_at":"2026-10-10T15:20:58.299785+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":229395,"score":61.911764705882355,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__pdf-inspector.json","source_sha256":"0cad1d27fb55a9c5be2cc06d7a7e7a3c588f45ea0caf740796d3f9b76789a363","fetched_at":"2026-10-07T16:28:36.623827+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/firecrawl__pdf-inspector.json","source_sha256":"63a077f82c0a2d27d01787abeb04e8571bdceacb4733afaf477ad4dae04b3ff2","fetched_at":"2026-10-13T02:43:14.977830+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":554,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/firecrawl__pdf-inspector.json","source_sha256":"9f330b5c049c0dd839d83240fb508c8dbdbdfa69a65a60a3b81ef7f2f3cf77b7","fetched_at":"2026-10-10T12:54:53.087713+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.9037037037037037,"score":0.0,"n":135,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/firecrawl__pdf-inspector.json","source_sha256":"0352ed1495a31da7aa421804dd22b9d7228544fa3b40a830bd4a4a5220144309","fetched_at":"2026-10-07T18:09:50.220808+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/firecrawl__pdf-inspector.json","source_sha256":"cdecee212ff235386182a7352f80fe6f1225610ee701e63c56e0cf6cc73515d4","fetched_at":"2026-10-10T04:37:27.609492+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.4,"score":50.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/firecrawl__pdf-inspector.json","source_sha256":"0614b2ea8438a2cc6fc5b13464823124ffa297ad064e60d14216e806d7f1bd67","fetched_at":"2026-10-10T20:56:25.148468+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/firecrawl__pdf-inspector.json","source_sha256":"21d55958ec23a4e067e4d627e89f5da36df2cfadc02a69ad6a5cede7d924c2f5","fetched_at":"2026-10-09T05:25:54.676660+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3258,"score":32.58,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/firecrawl__pdf-inspector.json","source_sha256":"55bc872b72f2146f63681a606e42d66ecef8c5125ad2a6b1b888aee71fd39ee2","fetched_at":"2026-10-10T15:20:58.299785+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":40.0,"score":40.0,"n":276,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/firecrawl__pdf-inspector.json","source_sha256":"0352ed1495a31da7aa421804dd22b9d7228544fa3b40a830bd4a4a5220144309","fetched_at":"2026-10-09T05:25:57.620392+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/firecrawl__pdf-inspector.json","source_sha256":"cdecee212ff235386182a7352f80fe6f1225610ee701e63c56e0cf6cc73515d4","fetched_at":"2026-10-10T04:37:27.609492+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":0.0682,"score":8.525,"n":44,"window_start":"2026-04-10T18:09:50.220808+00:00","window_end":"2026-10-07T18:09:50.220808+00:00","method":"primary","source":"raw/pr_window/firecrawl__pdf-inspector.json","source_sha256":"0352ed1495a31da7aa421804dd22b9d7228544fa3b40a830bd4a4a5220144309","fetched_at":"2026-10-07T18:09:50.220808+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":21.4028,"score":79.13087144295513,"n":19,"window_start":"2026-04-10T18:09:50.220808+00:00","window_end":"2026-10-07T18:09:50.220808+00:00","method":"primary","source":"raw/pr_window/firecrawl__pdf-inspector.json","source_sha256":"0352ed1495a31da7aa421804dd22b9d7228544fa3b40a830bd4a4a5220144309","fetched_at":"2026-10-07T18:09:50.220808+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":104.2842,"score":78.4090909090909,"n":9,"window_start":"2026-04-10T18:09:50.220808+00:00","window_end":"2026-10-07T18:09:50.220808+00:00","method":"primary","source":"raw/pr_window/firecrawl__pdf-inspector.json","source_sha256":"0352ed1495a31da7aa421804dd22b9d7228544fa3b40a830bd4a4a5220144309","fetched_at":"2026-10-07T18:09:50.220808+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to firecrawl/pdf-inspector got a first human reply in a median of 21.4 hours (19 pull requests, 10 April to 7 October 2026); 90% got none within 14 days.","It ranks 2,545 of 3,219 overall.","For first-time contributors it ranks 1,455 of 1,525 (the bottom 5%)."],"standings":{"balanced":{"rank":2545,"total":3219,"reason":null},"first_timer":{"rank":1455,"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":2745,"total":3696,"reason":null}},"similar":[{"owner":"mikeyobrien","name":"ralph-orchestrator","rank":2523},{"owner":"jpochyla","name":"psst","rank":2528},{"owner":"dtolnay","name":"cargo-expand","rank":2531},{"owner":"bgreenwell","name":"doxx","rank":2565},{"owner":"pvolok","name":"dekit","rank":2568}]},"freemocap/freemocap":{"detail":{"owner":"freemocap","name":"freemocap","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"daa6e9709cf0a2f8a77e44cde0ef38f846ce9fe07ff590cd44786551b10e54ba","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2504,"tie_group":647,"porchlamp":42.08,"coverage":0.65,"tier":"C","tier_ceiling":"B","quadrant":"Graveyard","leverage":39.67,"friction":52.56,"leverage_coverage":0.675,"friction_coverage":0.675,"p_responsiveness":56.176909934791,"c_responsiveness":0.55,"p_criticality":40.04,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":31.8327,"c_rigor":1.0,"p_accessibility":21.0,"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":40.06,"coverage":0.73,"tier":"C","rated":true},"balanced":{"porchlamp":42.08,"coverage":0.65,"tier":"C","rated":true},"career_capital":{"porchlamp":null,"coverage":0.5825,"tier":null,"rated":false},"first_timer":{"porchlamp":40.72,"coverage":0.6275,"tier":"C","rated":true},"senior_systems":{"porchlamp":42.48,"coverage":0.68,"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/freemocap__freemocap.json","source_sha256":"e8a9f6be695e300ce16668901f8e4952f60ac1f7805b525b3daddf564bef722b","fetched_at":"2026-10-10T06:20:49.580503+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":26,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/freemocap__freemocap.json","source_sha256":"a12e1e0ae79baa4835bbf4be2c161b70391dd1f29f1943d8ec0d7a14afc63fc1","fetched_at":"2026-10-13T03:00:15.167572+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":184,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/freemocap__freemocap.json","source_sha256":"dfe57a59b423bd09e084921a0002a1a8c7183d50b3b869499dbfce5f84eeffe4","fetched_at":"2026-10-10T14:46:41.268968+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.15,"score":70.0,"n":20,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/freemocap__freemocap.json","source_sha256":"43ec777fecd9141f6ed6d94b2ba2895a58a5c3223b3f86bd57cbe3073d42f50a","fetched_at":"2026-10-15T16:30:32.746124+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/freemocap__freemocap.json","source_sha256":"e8a9f6be695e300ce16668901f8e4952f60ac1f7805b525b3daddf564bef722b","fetched_at":"2026-10-10T06:20:49.580503+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/freemocap__freemocap.json","source_sha256":"0f7b2309f00eeee9568f824d4588f70f26214ed543d94710582c493d06e2688e","fetched_at":"2026-10-09T09:49:55.417371+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4004,"score":40.04,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/freemocap__freemocap.json","source_sha256":"c5a67a8c996405b5ca4ecb19d4b021b7e2321f0926b07087b1e9f8ea33042625","fetched_at":"2026-10-10T14:46:41.269844+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":37.863,"score":37.863,"n":73,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/freemocap__freemocap.json","source_sha256":"43ec777fecd9141f6ed6d94b2ba2895a58a5c3223b3f86bd57cbe3073d42f50a","fetched_at":"2026-10-15T16:30:32.746124+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/freemocap__freemocap.json","source_sha256":"e8a9f6be695e300ce16668901f8e4952f60ac1f7805b525b3daddf564bef722b","fetched_at":"2026-10-10T06:20:49.580503+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":0.125,"score":15.625,"n":24,"window_start":"2026-04-18T16:30:32.746124+00:00","window_end":"2026-10-15T16:30:32.746124+00:00","method":"primary","source":"raw/pr_window/freemocap__freemocap.json","source_sha256":"43ec777fecd9141f6ed6d94b2ba2895a58a5c3223b3f86bd57cbe3073d42f50a","fetched_at":"2026-10-15T16:30:32.746124+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":57.7175,"score":43.350639853734954,"n":11,"window_start":"2026-04-18T16:30:32.746124+00:00","window_end":"2026-10-15T16:30:32.746124+00:00","method":"primary","source":"raw/pr_window/freemocap__freemocap.json","source_sha256":"43ec777fecd9141f6ed6d94b2ba2895a58a5c3223b3f86bd57cbe3073d42f50a","fetched_at":"2026-10-15T16:30:32.746124+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":120.4817,"score":73.92108508014796,"n":16,"window_start":"2026-04-18T16:30:32.746124+00:00","window_end":"2026-10-15T16:30:32.746124+00:00","method":"primary","source":"raw/pr_window/freemocap__freemocap.json","source_sha256":"43ec777fecd9141f6ed6d94b2ba2895a58a5c3223b3f86bd57cbe3073d42f50a","fetched_at":"2026-10-15T16:30:32.746124+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to freemocap/freemocap got a first human reply in a median of 2.4 days (11 pull requests, 18 April to 15 October 2026); 15% got none within 14 days.","It ranks 2,504 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":2504,"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":3102,"total":3696,"reason":null}},"similar":[{"owner":"AlaSQL","name":"alasql","rank":2496},{"owner":"HumanSignal","name":"label-studio","rank":2498},{"owner":"react-native-maps","name":"react-native-maps","rank":2502},{"owner":"konstaui","name":"konsta","rank":2505},{"owner":"stalniy","name":"casl","rank":2507}]},"github/gh-aw":{"detail":{"owner":"github","name":"gh-aw","ecosystem":"go","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"8e937e65e55eb16b1fad8d3c71270291f0f2a550a6fff8d149624a572de4e490","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":27.468048997773,"c_criticality":1.0,"p_governance":55.0,"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","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":51.6,"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/github__gh-aw.json","source_sha256":"c1c996340c6e861814ff2f77334c97258c42164c801a9d876837378b4b95e88c","fetched_at":"2026-10-10T09:47:38.533383+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__gh-aw.json","source_sha256":"f8174fee2660a9c4d0a317d7f188d56e5e8370a7b4653b5fd6f8714ccc9a1fcd","fetched_at":"2026-10-11T11:58:28.797920+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":15,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/github__gh-aw.json","source_sha256":"2c0dbe77f7be513f4dc9e235ac626726af8035bc706ce9642845d4523d8edf99","fetched_at":"2026-10-13T04:01:48.450539+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":161,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/github__gh-aw.json","source_sha256":"aecb5dbaaeee5ce7eb1cac72a4da342296252e6ef9c58af8fdf56b51d45af9af","fetched_at":"2026-10-10T17:42:44.343275+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__gh-aw.json","source_sha256":"c1c996340c6e861814ff2f77334c97258c42164c801a9d876837378b4b95e88c","fetched_at":"2026-10-10T09:47:38.533383+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__gh-aw.json","source_sha256":"fa8bf4ee7c2c13076078aff04d294993c246574962e88afa45db24ddc325f7d6","fetched_at":"2026-10-09T19:48:03.894728+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4117,"score":41.17,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/github__gh-aw.json","source_sha256":"8598ee85fab065bd55d297564ddf3981e35c6e635d41a230a65c951995e2116e","fetched_at":"2026-10-11T11:58:28.797920+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"}]},"google/ios-webkit-debug-proxy":{"detail":{"owner":"google","name":"ios-webkit-debug-proxy","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"42c55d363cb6580f2397aafb1a0c982e51ca8af34fa58e3b0631d48c440131b1","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":[]},"google/osv-scanner":{"detail":{"owner":"google","name":"osv-scanner","ecosystem":"go","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"a8a7e7712e6fd01e99a46ac5141a9e38364542c121f97a69def5f4c556b56431","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":372,"tie_group":58,"porchlamp":61.56,"coverage":0.875,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":57.75,"friction":33.89,"leverage_coverage":1.0,"friction_coverage":0.8,"p_responsiveness":88.218540580789,"c_responsiveness":0.8,"p_criticality":54.77074684484,"c_criticality":1.0,"p_governance":47.0,"c_governance":1.0,"p_rigor":69.89875,"c_rigor":1.0,"p_accessibility":39.5,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate"},"persona_composites":{"ai_assisted":{"porchlamp":64.06,"coverage":0.91,"tier":"B","rated":true},"balanced":{"porchlamp":61.56,"coverage":0.875,"tier":"B","rated":true},"career_capital":{"porchlamp":58.75,"coverage":0.86,"tier":"B","rated":true},"first_timer":{"porchlamp":62.24,"coverage":0.78,"tier":"B","rated":true},"senior_systems":{"porchlamp":60.11,"coverage":0.945,"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/google__osv-scanner.json","source_sha256":"5df9e47a6895352011a3416e8f6a45a027ebbd5c46d8fb5bc3f346bfbbac4d45","fetched_at":"2026-10-10T05:53:53.674264+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":25,"score":61.69265033407572,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/google__osv-scanner.json","source_sha256":"4de2ecb96560ecb8f1e88971450948db21d3f250ba792a2ec990c7b66ad5326a","fetched_at":"2026-10-11T11:35:09.815574+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":true,"value":0.8727,"score":100.0,"n":55,"window_start":"2026-04-18T15:16:23.065580+00:00","window_end":"2026-07-17T15:16:23.065580+00:00","method":"primary","source":"raw/pr_window/google__osv-scanner.json","source_sha256":"bc2275d7df1a8aa82c53a5edc9aecddc163a27c2d0dbc324b68adeada040318c","fetched_at":"2026-10-15T15:16:23.065580+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":14,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/google__osv-scanner.json","source_sha256":"1df05afbea3506a313d544b747133f698c6eb65a8c8f2cbac64959753dd44887","fetched_at":"2026-10-13T02:58:02.241540+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":522,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/google__osv-scanner.json","source_sha256":"7ef7b03229dfe6a2d0ba6037f7afc2dd6463782d18d8212f70b4639e4e058f72","fetched_at":"2026-10-10T14:40:24.894933+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.10784313725490197,"score":78.43137254901961,"n":102,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/google__osv-scanner.json","source_sha256":"bc2275d7df1a8aa82c53a5edc9aecddc163a27c2d0dbc324b68adeada040318c","fetched_at":"2026-10-15T15:16:23.065580+00:00","unmeasured_reason":null},{"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/google__osv-scanner.json","source_sha256":"5df9e47a6895352011a3416e8f6a45a027ebbd5c46d8fb5bc3f346bfbbac4d45","fetched_at":"2026-10-10T05:53:53.674264+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":2,"score":20.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/google__osv-scanner.json","source_sha256":"870b9fab75112ed24fc8b584d659237c58394d7751538738ac17379433732d6f","fetched_at":"2026-10-09T09:27:17.878576+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4686,"score":46.86,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/google__osv-scanner.json","source_sha256":"f41b13ebc3e766a3d69b76b2e81591f45fe6670f4c97b370e781e9b13f5cf2e1","fetched_at":"2026-10-11T11:35:09.815574+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":88.0,"score":88.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/google__osv-scanner.json","source_sha256":"36d238c97cb2f03ee2961efe6ab1f7e555963d23b7679ba93178f0e1eed596e0","fetched_at":"2026-10-07T19:28:29.212837+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/google__osv-scanner.json","source_sha256":"5df9e47a6895352011a3416e8f6a45a027ebbd5c46d8fb5bc3f346bfbbac4d45","fetched_at":"2026-10-10T05:53:53.674264+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":"collector_failure"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.1653,"score":20.6625,"n":121,"window_start":"2026-04-18T15:16:23.065580+00:00","window_end":"2026-10-15T15:16:23.065580+00:00","method":"primary","source":"raw/pr_window/google__osv-scanner.json","source_sha256":"bc2275d7df1a8aa82c53a5edc9aecddc163a27c2d0dbc324b68adeada040318c","fetched_at":"2026-10-15T15:16:23.065580+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":0.9922,"score":100.0,"n":113,"window_start":"2026-04-18T15:16:23.065580+00:00","window_end":"2026-10-15T15:16:23.065580+00:00","method":"primary","source":"raw/pr_window/google__osv-scanner.json","source_sha256":"bc2275d7df1a8aa82c53a5edc9aecddc163a27c2d0dbc324b68adeada040318c","fetched_at":"2026-10-15T15:16:23.065580+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":511.5372,"score":38.10126582278481,"n":52,"window_start":"2026-04-18T15:16:23.065580+00:00","window_end":"2026-10-15T15:16:23.065580+00:00","method":"primary","source":"raw/pr_window/google__osv-scanner.json","source_sha256":"bc2275d7df1a8aa82c53a5edc9aecddc163a27c2d0dbc324b68adeada040318c","fetched_at":"2026-10-15T15:16:23.065580+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to google/osv-scanner got a first human reply in a median of 1 hour (113 pull requests, 18 April to 15 October 2026); 11% got none within 14 days.","It ranks 372 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":372,"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":403,"total":1276,"reason":null},"ai_assisted":{"rank":330,"total":3696,"reason":null}},"similar":[{"owner":"knative","name":"serving","rank":363},{"owner":"lib","name":"pq","rank":369},{"owner":"gonum","name":"gonum","rank":371},{"owner":"KaijuEngine","name":"kaiju","rank":374},{"owner":"wal-g","name":"wal-g","rank":386}]},"GyulyVGC/sniffnet":{"detail":{"owner":"GyulyVGC","name":"sniffnet","ecosystem":"crates","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"0017abcf852c76dfa61dffc5d83a9552721d2c124c59069fae7269e05c00d06d","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1306,"tie_group":322,"porchlamp":52.86,"coverage":0.9775,"tier":"C","tier_ceiling":null,"quadrant":"Nursery","leverage":35.85,"friction":31.11,"leverage_coverage":1.0,"friction_coverage":0.97,"p_responsiveness":83.326464646465,"c_responsiveness":1.0,"p_criticality":23.838275369797,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":46.09232,"c_rigor":1.0,"p_accessibility":60.389411764706,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":51.18,"coverage":0.985,"tier":"C","rated":true},"balanced":{"porchlamp":52.86,"coverage":0.9775,"tier":"C","rated":true},"career_capital":{"porchlamp":49.27,"coverage":0.97,"tier":"C","rated":true},"first_timer":{"porchlamp":61.85,"coverage":0.955,"tier":"B","rated":true},"senior_systems":{"porchlamp":45.71,"coverage":0.9925,"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/GyulyVGC__sniffnet.json","source_sha256":"c87c1358c22beaec3ba09ea41754c4d0984d8ac56d5701df3602bc06a7516453","fetched_at":"2026-10-10T03:25:17.674737+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/GyulyVGC__sniffnet.json","source_sha256":"034b4dad81a6bec866927aaae60b3c3cd368884b09c8247377e692edc3f8309b","fetched_at":"2026-10-10T14:23:34.578025+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":183,"score":13.382352941176471,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__sniffnet.json","source_sha256":"7c20b525923d6370fb682c49b9af50474d1eab344fd1a93f4901d3eaa167156a","fetched_at":"2026-10-07T14:31:19.728722+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.9,"score":100.0,"n":30,"window_start":"2026-04-17T23:52:23.167354+00:00","window_end":"2026-07-16T23:52:23.167354+00:00","method":"primary","source":"raw/pr_window/GyulyVGC__sniffnet.json","source_sha256":"0d1eef03dfbe2380ce6871867d8fe9d5370bb551fabbe678f0fdcfc87200b6ac","fetched_at":"2026-10-14T23:52:23.167354+00:00","unmeasured_reason":null},{"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/GyulyVGC__sniffnet.json","source_sha256":"8138002abb5ac28358ad05f4aac26436e2d8089535059ece10d21a251cdd43fa","fetched_at":"2026-10-13T02:30:30.627927+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":609,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/GyulyVGC__sniffnet.json","source_sha256":"6a282fe5045fa531496310beae94cb1b16db0c9c3968ef8f33cbcb46bbf4d26f","fetched_at":"2026-10-10T12:10:27.923648+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.15555555555555556,"score":68.88888888888889,"n":45,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/GyulyVGC__sniffnet.json","source_sha256":"0d1eef03dfbe2380ce6871867d8fe9d5370bb551fabbe678f0fdcfc87200b6ac","fetched_at":"2026-10-14T23:52:23.167354+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/GyulyVGC__sniffnet.json","source_sha256":"c87c1358c22beaec3ba09ea41754c4d0984d8ac56d5701df3602bc06a7516453","fetched_at":"2026-10-10T03:25:17.674737+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.5172,"score":64.65,"n":29,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/GyulyVGC__sniffnet.json","source_sha256":"9ec10cc0edec4e8a9fc7d506cd02879540ab7fc0b811c60d6b10051cf8117275","fetched_at":"2026-10-10T19:50:18.758612+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.3333,"score":66.66,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/GyulyVGC__sniffnet.json","source_sha256":"9ec10cc0edec4e8a9fc7d506cd02879540ab7fc0b811c60d6b10051cf8117275","fetched_at":"2026-10-10T19:50:18.758612+00:00","unmeasured_reason":null},{"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/GyulyVGC__sniffnet.json","source_sha256":"80bfeff83cc853dd487de4c95e74980319d05cfcf201a982f7cc894ed43b7135","fetched_at":"2026-10-09T02:42:52.559759+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3967,"score":39.67,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/GyulyVGC__sniffnet.json","source_sha256":"f3418727f8a2285a79a84a964ab11b7f1f923aa6d6fd0b188365e7696b2d1ad7","fetched_at":"2026-10-10T14:23:34.578025+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":85.2308,"score":85.2308,"n":65,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/GyulyVGC__sniffnet.json","source_sha256":"0d1eef03dfbe2380ce6871867d8fe9d5370bb551fabbe678f0fdcfc87200b6ac","fetched_at":"2026-10-14T23:52:23.167354+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/GyulyVGC__sniffnet.json","source_sha256":"c87c1358c22beaec3ba09ea41754c4d0984d8ac56d5701df3602bc06a7516453","fetched_at":"2026-10-10T03:25:17.674737+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":106,"window_start":"2026-04-17T23:52:23.167354+00:00","window_end":"2026-10-14T23:52:23.167354+00:00","method":"primary","source":"raw/pr_window/GyulyVGC__sniffnet.json","source_sha256":"0d1eef03dfbe2380ce6871867d8fe9d5370bb551fabbe678f0fdcfc87200b6ac","fetched_at":"2026-10-14T23:52:23.167354+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":2.2444,"score":100.0,"n":72,"window_start":"2026-04-17T23:52:23.167354+00:00","window_end":"2026-10-14T23:52:23.167354+00:00","method":"primary","source":"raw/pr_window/GyulyVGC__sniffnet.json","source_sha256":"0d1eef03dfbe2380ce6871867d8fe9d5370bb551fabbe678f0fdcfc87200b6ac","fetched_at":"2026-10-14T23:52:23.167354+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":271.4089,"score":50.63131313131313,"n":50,"window_start":"2026-04-17T23:52:23.167354+00:00","window_end":"2026-10-14T23:52:23.167354+00:00","method":"primary","source":"raw/pr_window/GyulyVGC__sniffnet.json","source_sha256":"0d1eef03dfbe2380ce6871867d8fe9d5370bb551fabbe678f0fdcfc87200b6ac","fetched_at":"2026-10-14T23:52:23.167354+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to GyulyVGC/sniffnet got a first human reply in a median of 2.2 hours (72 pull requests, 17 April to 14 October 2026); 16% got none within 14 days.","It ranks 1,306 of 3,219 overall.","For first-time contributors it ranks 429 of 1,525 (the top 29%)."],"standings":{"balanced":{"rank":1306,"total":3219,"reason":null},"first_timer":{"rank":429,"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":1702,"total":3696,"reason":null}},"similar":[{"owner":"not-fl3","name":"macroquad","rank":1294},{"owner":"actix","name":"actix","rank":1299},{"owner":"crmne","name":"fastpotify","rank":1300},{"owner":"mimblewimble","name":"grin","rank":1311},{"owner":"vosen","name":"ZLUDA","rank":1313}]},"hect0x7/JMComic-Crawler-Python":{"detail":{"owner":"hect0x7","name":"JMComic-Crawler-Python","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"1a94d9d4f654eda9899220d22fc7f1cc8b87d6bf05985ea4b51c0747ef213e55","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2551,"tie_group":null,"porchlamp":41.6,"coverage":0.7375,"tier":"C","tier_ceiling":"B","quadrant":"Nursery","leverage":33.75,"friction":46.99,"leverage_coverage":1.0,"friction_coverage":0.525,"p_responsiveness":69.711714245535,"c_responsiveness":0.25,"p_criticality":32.103795842127,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":25.33332,"c_rigor":1.0,"p_accessibility":15.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":38.3,"coverage":0.8,"tier":"D","rated":true},"balanced":{"porchlamp":41.6,"coverage":0.7375,"tier":"C","rated":true},"career_capital":{"porchlamp":38.29,"coverage":0.75,"tier":"D","rated":true},"first_timer":{"porchlamp":null,"coverage":0.5875,"tier":null,"rated":false},"senior_systems":{"porchlamp":40.13,"coverage":0.8625,"tier":"C","rated":true}},"suspicion":["closed_unread"],"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/hect0x7__JMComic-Crawler-Python.json","source_sha256":"c96bc6dd0764f5a9bfc479280128bd3d9947a471d449066f134c5995f610237e","fetched_at":"2026-10-10T07:33:47.730363+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":1,"score":34.395604395604394,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/hect0x7__JMComic-Crawler-Python.json","source_sha256":"76b758aa524bdd8ccd68a1d3085ae275719ae3881b1ac905a361029871385b41","fetched_at":"2026-10-10T17:42:41.366908+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":33976,"score":36.53421633554084,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__JMComic-Crawler-Python.json","source_sha256":"e5f9b3bc8a3542bdf46972101c7dd48d28a60794288ae192d8ef6a7c4444250d","fetched_at":"2026-10-10T11:49:26.336064+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/hect0x7__JMComic-Crawler-Python.json","source_sha256":"fc274ef6ccde72296df6b2c1699b87f1ab2172c09b4207f5510e9250d6653aff","fetched_at":"2026-10-13T03:12:16.147410+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":32,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/hect0x7__JMComic-Crawler-Python.json","source_sha256":"3694221a5fcbef11966e1e3b911a8e173889ce16703fa49e4371f2a261142699","fetched_at":"2026-10-10T15:50:54.595291+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.23076923076923078,"score":53.84615384615385,"n":13,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/hect0x7__JMComic-Crawler-Python.json","source_sha256":"471d3c1e292e898f70dd552174cd88674e871547e6eff6f1b0232f456111d755","fetched_at":"2026-10-16T00:13:24.429548+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/hect0x7__JMComic-Crawler-Python.json","source_sha256":"c96bc6dd0764f5a9bfc479280128bd3d9947a471d449066f134c5995f610237e","fetched_at":"2026-10-10T07:33:47.730363+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/hect0x7__JMComic-Crawler-Python.json","source_sha256":"d7b14e744686395f07ac302f5852de8caad14d1a2762e101888f903d3b15d7f2","fetched_at":"2026-10-09T13:30:40.932042+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2632,"score":26.32,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/hect0x7__JMComic-Crawler-Python.json","source_sha256":"24bf22408173a1b350efd751c5e81ff61de3b1ac980f4e1c62bd2431379f4fa5","fetched_at":"2026-10-10T17:42:41.366908+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":33.3333,"score":33.3333,"n":17,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/hect0x7__JMComic-Crawler-Python.json","source_sha256":"471d3c1e292e898f70dd552174cd88674e871547e6eff6f1b0232f456111d755","fetched_at":"2026-10-16T00:13:24.429548+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/hect0x7__JMComic-Crawler-Python.json","source_sha256":"c96bc6dd0764f5a9bfc479280128bd3d9947a471d449066f134c5995f610237e","fetched_at":"2026-10-10T07:33:47.730363+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":15,"window_start":"2026-04-19T00:13:24.429548+00:00","window_end":"2026-10-16T00:13:24.429548+00:00","method":"primary","source":"raw/pr_window/hect0x7__JMComic-Crawler-Python.json","source_sha256":"471d3c1e292e898f70dd552174cd88674e871547e6eff6f1b0232f456111d755","fetched_at":"2026-10-16T00:13:24.429548+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":27.1092,"score":93.51005484460694,"n":5,"window_start":"2026-04-19T00:13:24.429548+00:00","window_end":"2026-10-16T00:13:24.429548+00:00","method":"primary","source":"raw/pr_window/hect0x7__JMComic-Crawler-Python.json","source_sha256":"471d3c1e292e898f70dd552174cd88674e871547e6eff6f1b0232f456111d755","fetched_at":"2026-10-16T00:13:24.429548+00:00","unmeasured_reason":null}],"answer":["For hect0x7/JMComic-Crawler-Python, the reply time has too small a sample to measure (0 pull requests counted; 10 needed).","23% of 13 outside pull requests got no reply within 14 days (20 April to 17 October 2026).","It ranks 2,551 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":2551,"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":3232,"total":3696,"reason":null}},"similar":[{"owner":"yihong0618","name":"bilingual_book_maker","rank":2530},{"owner":"django-oscar","name":"django-oscar","rank":2533},{"owner":"StarTrail-org","name":"PixelRAG","rank":2537},{"owner":"aiming-lab","name":"AutoResearchClaw","rank":2546},{"owner":"Comfy-Org","name":"ComfyUI-Manager","rank":2548}]},"hiteshchoudhary/chai-aur-react":{"detail":{"owner":"hiteshchoudhary","name":"chai-aur-react","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"82b1dd6fd88a9fcc8ce549ebcd2175cdd262b3761fbf7ad76fbfd23684d56e6d","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":[]},"hluwa/frida-dexdump":{"detail":{"owner":"hluwa","name":"frida-dexdump","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"9307cd7cf9ca371e02754dc76ac91d0dead962af09cb969772c975e8016a34eb","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":[]},"humphd/have-fun-with-machine-learning":{"detail":{"owner":"humphd","name":"have-fun-with-machine-learning","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"3f2f5fd6589453626ca02a5bf908b0603b8c1175e295682712e1b22e499a183e","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":[]},"Imbad0202/academic-research-skills-codex":{"detail":{"owner":"Imbad0202","name":"academic-research-skills-codex","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"cb7217c8b68b5400994532562b0e5209c191d7e29ecbc547d6e6a0a02913d9ee","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":["closed_unread"],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"kubie-org/kubie":{"detail":{"owner":"kubie-org","name":"kubie","ecosystem":"crates","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"9963213de6dd067c110cd8416594134ce540af402c922789f4ced2abb04f0d2f","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3113,"tie_group":null,"porchlamp":29.99,"coverage":0.645,"tier":"D","tier_ceiling":"B","quadrant":"Graveyard","leverage":27.94,"friction":63.63,"leverage_coverage":0.81,"friction_coverage":0.495,"p_responsiveness":25.800026666117,"c_responsiveness":0.4,"p_criticality":18.178275369797,"c_criticality":1.0,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":20.0,"c_rigor":0.6,"p_accessibility":21.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":27.53,"coverage":0.6375,"tier":"D","rated":true},"balanced":{"porchlamp":29.99,"coverage":0.645,"tier":"D","rated":true},"career_capital":{"porchlamp":27.36,"coverage":0.6875,"tier":"D","rated":true},"first_timer":{"porchlamp":null,"coverage":0.5475,"tier":null,"rated":false},"senior_systems":{"porchlamp":31.34,"coverage":0.7175,"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/kubie-org__kubie.json","source_sha256":"113abdf248279ff774a37de5749180ff128bb5a34ed9c3f42fa8bd4ea03f6c35","fetched_at":"2026-10-10T11:38:32.242402+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/kubie-org__kubie.json","source_sha256":"106d1baa6735f666f6e85c4e8c9c42af31f3f40694ac25df78b8000fb529def9","fetched_at":"2026-10-10T21:02:53.621174+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":89,"score":8.382352941176471,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__kubie.json","source_sha256":"f354f2a2d8b3922336e4215ed90db9c981cd5b2cf9830775cdfa6b9d5a0d6901","fetched_at":"2026-10-08T13:48:45.753523+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/kubie-org__kubie.json","source_sha256":"9ca673f0c9373e8710d2c703f29c3b46a8f9639f64fcbbdf84336e9ee851ed9e","fetched_at":"2026-10-13T04:18:13.144268+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":20,"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":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/kubie-org__kubie.json","source_sha256":"113abdf248279ff774a37de5749180ff128bb5a34ed9c3f42fa8bd4ea03f6c35","fetched_at":"2026-10-10T11:38:32.242402+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/kubie-org__kubie.json","source_sha256":"a931b91a7edde2430eca34c99ea40e2f586bf799ddcbc728e239e433b4b5bc1c","fetched_at":"2026-10-10T02:02:18.008382+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2707,"score":27.07,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/kubie-org__kubie.json","source_sha256":"630e08bdc7fc33a73d63e1672cc355cb8bc070349a179d691b235518357021cd","fetched_at":"2026-10-10T21:02:53.621174+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":100.0,"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/kubie-org__kubie.json","source_sha256":"113abdf248279ff774a37de5749180ff128bb5a34ed9c3f42fa8bd4ea03f6c35","fetched_at":"2026-10-10T11:38:32.242402+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":22,"window_start":"2026-04-11T06:23:58.493717+00:00","window_end":"2026-10-08T06:23:58.493717+00:00","method":"primary","source":"raw/pr_window/kubie-org__kubie.json","source_sha256":"4f0913f5a1adcb074de1a62291ddc92da9f60c45dbb17c0cdd5396717e7c2c2d","fetched_at":"2026-10-08T06:23:58.493717+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":108.3433,"score":20.637409292196125,"n":10,"window_start":"2026-04-11T06:23:58.493717+00:00","window_end":"2026-10-08T06:23:58.493717+00:00","method":"primary","source":"raw/pr_window/kubie-org__kubie.json","source_sha256":"4f0913f5a1adcb074de1a62291ddc92da9f60c45dbb17c0cdd5396717e7c2c2d","fetched_at":"2026-10-08T06:23:58.493717+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":356.3778,"score":41.28787878787879,"n":7,"window_start":"2026-04-11T06:23:58.493717+00:00","window_end":"2026-10-08T06:23:58.493717+00:00","method":"primary","source":"raw/pr_window/kubie-org__kubie.json","source_sha256":"4f0913f5a1adcb074de1a62291ddc92da9f60c45dbb17c0cdd5396717e7c2c2d","fetched_at":"2026-10-08T06:23:58.493717+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to kubie-org/kubie got a first human reply in a median of 4.5 days (10 pull requests, 11 April to 8 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 3,113 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":3113,"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":1246,"total":1276,"reason":null},"ai_assisted":{"rank":3641,"total":3696,"reason":null}},"similar":[{"owner":"obi1kenobi","name":"trustfall","rank":3074},{"owner":"arcboxlabs","name":"arcbox","rank":3094},{"owner":"astrid-runtime","name":"sdk-rust","rank":3115},{"owner":"rust-lang","name":"book","rank":3121},{"owner":"waditu","name":"czsc","rank":3140}]},"lastmile-ai/mcp-agent":{"detail":{"owner":"lastmile-ai","name":"mcp-agent","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"8f82889687f2cae96003cbe1298cfb2ea28e2826defe01fcbb914bcf7cd8e3ca","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":["closed_unread"],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"lenve/vhr":{"detail":{"owner":"lenve","name":"vhr","ecosystem":"maven","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"ef1dd1884ec81d186580f84f7976b7700b7067936c3613c7f9cfb3b5d2ab29d6","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":[]},"microsoft/agent-lightning":{"detail":{"owner":"microsoft","name":"agent-lightning","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"32d2a7ee9c11c7bbecb28aac5226d3d5a1922cd2e6afe0f163b4ae27f21ae345","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2484,"tie_group":644,"porchlamp":42.41,"coverage":0.9375,"tier":"C","tier_ceiling":"A","quadrant":"Graveyard","leverage":29.98,"friction":50.45,"leverage_coverage":1.0,"friction_coverage":0.875,"p_responsiveness":48.426856704875,"c_responsiveness":0.75,"p_criticality":28.575117543604,"c_criticality":1.0,"p_governance":29.5,"c_governance":1.0,"p_rigor":32.62717,"c_rigor":1.0,"p_accessibility":82.452,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":39.49,"coverage":0.95,"tier":"D","rated":true},"balanced":{"porchlamp":42.41,"coverage":0.9375,"tier":"C","rated":true},"career_capital":{"porchlamp":43.86,"coverage":0.95,"tier":"C","rated":true},"first_timer":{"porchlamp":52.23,"coverage":0.9125,"tier":"C","rated":true},"senior_systems":{"porchlamp":35.29,"coverage":0.9625,"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/microsoft__agent-lightning.json","source_sha256":"b72adaa3cb60ee6457086eed41d089d1e2b7fd0a326ad5b23328917b8b90c34e","fetched_at":"2026-10-10T04:42:50.655966+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/microsoft__agent-lightning.json","source_sha256":"560b73e11ad8492bcee81161f25bed7ab57c0074d463198b622dc5b7e11247c8","fetched_at":"2026-10-10T15:28:49.410677+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":32658,"score":35.8719646799117,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__agent-lightning.json","source_sha256":"301609836d756ef516132b3bbe90a8bd2ed7674cc2f8690f642a51338be1b06b","fetched_at":"2026-10-10T11:09:07.514861+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/microsoft__agent-lightning.json","source_sha256":"0ef69cfaf706930d0deeecbc716954c8ea5722a6813e74fbbcbae3cb5dfb3e4b","fetched_at":"2026-10-13T02:44:53.740374+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":582,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/microsoft__agent-lightning.json","source_sha256":"747fa8cd23e81a7fe3632e806ae541f26a7246c21ec9e2991a3752a328ab9575","fetched_at":"2026-10-10T13:25:52.939412+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.3559322033898305,"score":28.813559322033896,"n":59,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/microsoft__agent-lightning.json","source_sha256":"44a049992949b7ea4bf170268b96d96390ffc499f79ef9a8bed491c4014e7bc1","fetched_at":"2026-10-07T18:25:27.055736+00:00","unmeasured_reason":null},{"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__agent-lightning.json","source_sha256":"b72adaa3cb60ee6457086eed41d089d1e2b7fd0a326ad5b23328917b8b90c34e","fetched_at":"2026-10-10T04:42:50.655966+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.3077,"score":38.4625,"n":13,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/microsoft__agent-lightning.json","source_sha256":"e9f1adde8ba321480ba4c9136130efeabc39974e187ccfad28a643914b344e2e","fetched_at":"2026-10-10T21:03:57.666168+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.3529,"score":70.58,"n":17,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/microsoft__agent-lightning.json","source_sha256":"e9f1adde8ba321480ba4c9136130efeabc39974e187ccfad28a643914b344e2e","fetched_at":"2026-10-10T21:03:57.666168+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":11,"score":100.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/microsoft__agent-lightning.json","source_sha256":"ae1949c6923d3e7a0b237dddcd23bb6d2f99ba744c65dbd3b08d5f3396dbd756","fetched_at":"2026-10-09T05:36:25.926506+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3781,"score":37.81,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/microsoft__agent-lightning.json","source_sha256":"ce7c8b6b87e68fa080ea101db63f58b5751f60eb2e2362382204bfd4ff6514bf","fetched_at":"2026-10-10T15:28:49.410677+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":42.7273,"score":42.7273,"n":44,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/microsoft__agent-lightning.json","source_sha256":"44a049992949b7ea4bf170268b96d96390ffc499f79ef9a8bed491c4014e7bc1","fetched_at":"2026-10-09T05:36:29.109770+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/microsoft__agent-lightning.json","source_sha256":"b72adaa3cb60ee6457086eed41d089d1e2b7fd0a326ad5b23328917b8b90c34e","fetched_at":"2026-10-10T04:42:50.655966+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.3333,"score":66.66,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/microsoft__agent-lightning.json","source_sha256":"e9f1adde8ba321480ba4c9136130efeabc39974e187ccfad28a643914b344e2e","fetched_at":"2026-10-10T21:03:57.666168+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0943,"score":11.7875,"n":53,"window_start":"2026-04-10T18:25:27.055736+00:00","window_end":"2026-10-07T18:25:27.055736+00:00","method":"primary","source":"raw/pr_window/microsoft__agent-lightning.json","source_sha256":"44a049992949b7ea4bf170268b96d96390ffc499f79ef9a8bed491c4014e7bc1","fetched_at":"2026-10-07T18:25:27.055736+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":36.1678,"score":60.20821402073256,"n":11,"window_start":"2026-04-10T18:25:27.055736+00:00","window_end":"2026-10-07T18:25:27.055736+00:00","method":"primary","source":"raw/pr_window/microsoft__agent-lightning.json","source_sha256":"44a049992949b7ea4bf170268b96d96390ffc499f79ef9a8bed491c4014e7bc1","fetched_at":"2026-10-07T18:25:27.055736+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":226.8267,"score":62.43144424131627,"n":44,"window_start":"2026-04-10T18:25:27.055736+00:00","window_end":"2026-10-07T18:25:27.055736+00:00","method":"primary","source":"raw/pr_window/microsoft__agent-lightning.json","source_sha256":"44a049992949b7ea4bf170268b96d96390ffc499f79ef9a8bed491c4014e7bc1","fetched_at":"2026-10-07T18:25:27.055736+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to microsoft/agent-lightning got a first human reply in a median of 36.2 hours (11 pull requests, 10 April to 7 October 2026); 36% got none within 14 days.","It ranks 2,484 of 3,219 overall.","For first-time contributors it ranks 1,001 of 1,525 (the bottom 35%)."],"standings":{"balanced":{"rank":2484,"total":3219,"reason":null},"first_timer":{"rank":1001,"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":3145,"total":3696,"reason":null}},"similar":[{"owner":"cloudtools","name":"troposphere","rank":2469},{"owner":"andrewyng","name":"aisuite","rank":2473},{"owner":"francescopace","name":"espectre","rank":2477},{"owner":"MIC-DKFZ","name":"nnUNet","rank":2480},{"owner":"facebookresearch","name":"xformers","rank":2497}]},"miqdadbadjuber/anti-slop":{"detail":{"owner":"miqdadbadjuber","name":"anti-slop","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"1e36c4941890f60e109e374b079ee104d114831fbaa6a89c56841a01e9ffadad","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2439,"tie_group":632,"porchlamp":42.9,"coverage":0.7375,"tier":"C","tier_ceiling":"B","quadrant":"Nursery","leverage":26.91,"friction":38.16,"leverage_coverage":1.0,"friction_coverage":0.525,"p_responsiveness":84.98150431566,"c_responsiveness":0.25,"p_criticality":17.136731583485,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":27.46668,"c_rigor":1.0,"p_accessibility":21.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":39.71,"coverage":0.8,"tier":"D","rated":true},"balanced":{"porchlamp":42.9,"coverage":0.7375,"tier":"C","rated":true},"career_capital":{"porchlamp":37.52,"coverage":0.75,"tier":"D","rated":true},"first_timer":{"porchlamp":null,"coverage":0.5875,"tier":null,"rated":false},"senior_systems":{"porchlamp":37.91,"coverage":0.8625,"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/miqdadbadjuber__anti-slop.json","source_sha256":"df193238c325b1fa3f9b9e0b37f248fad4968342054c35e72cf50461d28fb608","fetched_at":"2026-10-10T10:30:47.446488+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/miqdadbadjuber__anti-slop.json","source_sha256":"7d798483c48ce75a236ab48c37f2414323ffbd12cb19d4bbf2c4b48555a9c88a","fetched_at":"2026-10-10T20:17:16.947015+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":10071,"score":18.251748251748253,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__anti-slop.json","source_sha256":"33a8e0144a2b1806d0fe5d8791e56f837a0a5d470b04e320631b0f1c4e573745","fetched_at":"2026-10-10T12:27:18.371184+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":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/miqdadbadjuber__anti-slop.json","source_sha256":"fb5b0dd883a0a1fc917ca89fd9fa9a83058f9682a45fa881d9507ef2bd9bc4f9","fetched_at":"2026-10-13T04:08:02.173029+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":114,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/miqdadbadjuber__anti-slop.json","source_sha256":"a62bf47a3887b52cb15a2338087f28105346ac62924f2ca5b90df3a754ae26e3","fetched_at":"2026-10-10T18:24:37.849621+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.0,"score":100.0,"n":20,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/miqdadbadjuber__anti-slop.json","source_sha256":"29e5067b94c6038a770b2461f4c56829965eff2df724c9f17a584f9995907b7f","fetched_at":"2026-10-16T16:27:11.049890+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/miqdadbadjuber__anti-slop.json","source_sha256":"df193238c325b1fa3f9b9e0b37f248fad4968342054c35e72cf50461d28fb608","fetched_at":"2026-10-10T10:30:47.446488+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/miqdadbadjuber__anti-slop.json","source_sha256":"0a4a2e3c4071d4ed5bc43df7f8d8f27f6a68e60cc436854105963fca8fa0baab","fetched_at":"2026-10-09T21:51:37.091149+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2434,"score":24.34,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/miqdadbadjuber__anti-slop.json","source_sha256":"4976227fc21136b2efa93b9de5f0c1ce47a5f4c1b58c13ae88ac7f54a162e0e6","fetched_at":"2026-10-10T20:17:16.947015+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":38.6667,"score":38.6667,"n":22,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/miqdadbadjuber__anti-slop.json","source_sha256":"29e5067b94c6038a770b2461f4c56829965eff2df724c9f17a584f9995907b7f","fetched_at":"2026-10-16T16:27:11.049890+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/miqdadbadjuber__anti-slop.json","source_sha256":"df193238c325b1fa3f9b9e0b37f248fad4968342054c35e72cf50461d28fb608","fetched_at":"2026-10-10T10:30:47.446488+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":27,"window_start":"2026-04-19T16:27:11.049890+00:00","window_end":"2026-10-16T16:27:11.049890+00:00","method":"primary","source":"raw/pr_window/miqdadbadjuber__anti-slop.json","source_sha256":"29e5067b94c6038a770b2461f4c56829965eff2df724c9f17a584f9995907b7f","fetched_at":"2026-10-16T16:27:11.049890+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":186.2939,"score":62.4537607891492,"n":22,"window_start":"2026-04-19T16:27:11.049890+00:00","window_end":"2026-10-16T16:27:11.049890+00:00","method":"primary","source":"raw/pr_window/miqdadbadjuber__anti-slop.json","source_sha256":"29e5067b94c6038a770b2461f4c56829965eff2df724c9f17a584f9995907b7f","fetched_at":"2026-10-16T16:27:11.049890+00:00","unmeasured_reason":null}],"answer":["For miqdadbadjuber/anti-slop, the reply time has too small a sample to measure (0 pull requests counted; 10 needed).","0% of 20 outside pull requests got no reply within 14 days (20 April to 17 October 2026).","It ranks 2,439 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":2439,"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":3126,"total":3696,"reason":null}},"similar":[{"owner":"microsoft","name":"fast","rank":2435},{"owner":"certd","name":"certd","rank":2438},{"owner":"FaridSafi","name":"react-native-gifted-chat","rank":2441},{"owner":"web-infra-dev","name":"modern.js","rank":2442},{"owner":"alam00000","name":"bentopdf","rank":2443}]},"Morizeyao/GPT2-Chinese":{"detail":{"owner":"Morizeyao","name":"GPT2-Chinese","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"f9e97927649fe580f3082e20c730b26e64590d4b8d843cc57f14a612abcc389c","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":[]},"nbs-system/naxsi":{"detail":{"owner":"nbs-system","name":"naxsi","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"55b5425b93d4572abb8c8457e01d9e9e6e02236bfdfd85dc1377e46078f9e3cd","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":[]},"Nutlope/roomGPT":{"detail":{"owner":"Nutlope","name":"roomGPT","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"b0e874a32b0f09f15546109459939dde8615779ec1f4996d731c7d1515d2a135","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":[]},"PaddlePaddle/Paddle-Lite":{"detail":{"owner":"PaddlePaddle","name":"Paddle-Lite","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"142d581f569df2fb92aa6237ff177414900bc73f2a12a9984d9706314849605e","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":[]},"philipl/pifs":{"detail":{"owner":"philipl","name":"pifs","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"55f6d9a6bd0603e19dde5ad9cb02cecad5ce1ecf242e788b984f8f373b2c9b7c","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":[]},"pinpoint-apm/pinpoint":{"detail":{"owner":"pinpoint-apm","name":"pinpoint","ecosystem":"maven","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"6fac35159deaf96b982c6cfb9c07e345486b789acfebf24067441ef605a84a3b","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.57,"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":27.298888888889,"c_criticality":1.0,"p_governance":67.5,"c_governance":0.7,"p_rigor":67.857142857143,"c_rigor":0.7,"p_accessibility":25.5,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":52.36,"coverage":0.6,"tier":"C","rated":true},"balanced":{"porchlamp":null,"coverage":0.57,"tier":null,"rated":false},"career_capital":{"porchlamp":39.46,"coverage":0.625,"tier":"D","rated":true},"first_timer":{"porchlamp":null,"coverage":0.425,"tier":null,"rated":false},"senior_systems":{"porchlamp":48.56,"coverage":0.69,"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/pinpoint-apm__pinpoint.json","source_sha256":"9fb2fce0df10913541326f0b1737b8929e0c42a3487502e965398da8a4011478","fetched_at":"2026-10-10T05:25:05.556069+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":4,"score":16.666666666666668,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/pinpoint-apm__pinpoint.json","source_sha256":"41a338b5693069a9c71c09b82a951d74ec6b24ee4737e23eca4aa70bc8623b81","fetched_at":"2026-10-10T16:01:10.136510+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":85.0,"score":85.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/pinpoint-apm__pinpoint.json","source_sha256":"0f2cef62b2e7019b52206878073baf49586157a4c6a96c11ed1122db6be7aa10","fetched_at":"2026-10-13T02:51:06.701308+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":998,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/pinpoint-apm__pinpoint.json","source_sha256":"9694e66aabe04c77933464c6784f2dca4c9ed963356ef2de46a334e2a06bbdc9","fetched_at":"2026-10-10T13:48:40.192302+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/pinpoint-apm__pinpoint.json","source_sha256":"9fb2fce0df10913541326f0b1737b8929e0c42a3487502e965398da8a4011478","fetched_at":"2026-10-10T05:25:05.556069+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/pinpoint-apm__pinpoint.json","source_sha256":"9da662e537adb13fc0bd1f4f8892bc6f0529998a2ad137ba501d3cac018f1491","fetched_at":"2026-10-09T07:22:36.269231+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3945,"score":39.45,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/pinpoint-apm__pinpoint.json","source_sha256":"d192a631f68fea8951e5987b7bcd6c8df13b96d97b4b3349984e6fa089d0d285","fetched_at":"2026-10-10T16:01:10.136510+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/pinpoint-apm__pinpoint.json","source_sha256":"eee9d259e26ec821a6c9d7119cee251978c12036c74c30d36175b8ed53b3059e","fetched_at":"2026-10-07T18:05:16.149786+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"}]},"pydantic/pydantic":{"detail":{"owner":"pydantic","name":"pydantic","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"959643862190d75265499e37988c268bfe6739401ecb888e07b8ef2a49497b7e","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.57,"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":86.070800548238,"c_criticality":1.0,"p_governance":55.0,"c_governance":0.7,"p_rigor":54.285714285714,"c_rigor":0.7,"p_accessibility":21.0,"c_accessibility":0.5,"persona_gates":{"first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":58.21,"coverage":0.6,"tier":"B","rated":true},"balanced":{"porchlamp":null,"coverage":0.57,"tier":null,"rated":false},"career_capital":{"porchlamp":60.0,"coverage":0.625,"tier":"B","rated":true},"first_timer":{"porchlamp":null,"coverage":0.425,"tier":null,"rated":false},"senior_systems":{"porchlamp":65.63,"coverage":0.69,"tier":"B","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/pydantic__pydantic.json","source_sha256":"3a56ab8ce7cbbbf5a1155d33b7902c7d5a8ff8d1484a38e71f5683fe1326b84d","fetched_at":"2026-10-10T03:41:04.748411+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":9821,"score":99.56043956043956,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/pydantic__pydantic.json","source_sha256":"c6b6b76b3df0c6c5d1f21296a5619cd1237af3afbcc78ce11243fc43e79cb897","fetched_at":"2026-10-10T14:45:47.155510+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":842451944,"score":99.55849889624724,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__pydantic.json","source_sha256":"c5f86113752a236a0f751c96a46ded1a1d8862410985bae7d676c207f5e1380b","fetched_at":"2026-10-08T04:59:13.478955+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/pydantic__pydantic.json","source_sha256":"3332bf8ff6b4c4107ec0e2d0a5ffa263403ac7abd9390cdfb07d64b35fd9162d","fetched_at":"2026-10-13T02:36:26.191566+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":499,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/pydantic__pydantic.json","source_sha256":"b4ec4deb81ce4c36c750ffdd00788ffda80b7996f1be30ebfba09da5cb29f7c2","fetched_at":"2026-10-10T12:31:54.874499+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/pydantic__pydantic.json","source_sha256":"3a56ab8ce7cbbbf5a1155d33b7902c7d5a8ff8d1484a38e71f5683fe1326b84d","fetched_at":"2026-10-10T03:41:04.748411+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/pydantic__pydantic.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-09T03:40:30.586786+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.6102,"score":61.019999999999996,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/pydantic__pydantic.json","source_sha256":"13b2323feac9b6228c8f5099cd263cf773067429def9ccabe40441a1496c208f","fetched_at":"2026-10-10T14:45:47.155510+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/pydantic__pydantic.json","source_sha256":"cf56faad91735cb35504f7f1f6450c09c1a83ac13404bbc5582b38fb4a6d5f43","fetched_at":"2026-10-07T15:21:55.766049+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"}]},"qazbnm456/awesome-web-security":{"detail":{"owner":"qazbnm456","name":"awesome-web-security","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"aeed34837d1ac081d8ae45c3a84a00d8b5fc0aba3e10159ccf29befd1e161791","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":[]},"qilingframework/qiling":{"detail":{"owner":"qilingframework","name":"qiling","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"2bccf3c50a2bf62fc6473d50fa5a2cf7e38452e22830729918536d4a51d021d4","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3061,"tie_group":751,"porchlamp":32.06,"coverage":0.65,"tier":"D","tier_ceiling":"B","quadrant":"Graveyard","leverage":47.42,"friction":80.34,"leverage_coverage":0.675,"friction_coverage":0.675,"p_responsiveness":0.614924380921,"c_responsiveness":0.55,"p_criticality":40.44,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":57.00125,"c_rigor":1.0,"p_accessibility":21.0,"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":37.84,"coverage":0.73,"tier":"D","rated":true},"balanced":{"porchlamp":32.06,"coverage":0.65,"tier":"D","rated":true},"career_capital":{"porchlamp":null,"coverage":0.5825,"tier":null,"rated":false},"first_timer":{"porchlamp":23.83,"coverage":0.6275,"tier":"D","rated":true},"senior_systems":{"porchlamp":39.32,"coverage":0.68,"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/qilingframework__qiling.json","source_sha256":"23ba3475f44516a2ac661276e69bfb46a8062628d47dcba1c888c8e7aa667cfc","fetched_at":"2026-10-10T08:40:18.184420+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/qilingframework__qiling.json","source_sha256":"b11ea108b14e25bbf7eb62916940e03aa71ad1730903f89d122a23035c36405d","fetched_at":"2026-10-13T03:22:12.935519+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":86,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/qilingframework__qiling.json","source_sha256":"720aa5fd38949b73ed6a2ed8aca2fa8373b9e010706defaf53ffd73baa6e764d","fetched_at":"2026-10-10T16:43:41.219375+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.5,"score":0.0,"n":16,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/qilingframework__qiling.json","source_sha256":"882be3c0055f9ea1017a60d83ffc516459294c46887523ff04d426c97f8fba6c","fetched_at":"2026-10-16T05:26:51.411814+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/qilingframework__qiling.json","source_sha256":"23ba3475f44516a2ac661276e69bfb46a8062628d47dcba1c888c8e7aa667cfc","fetched_at":"2026-10-10T08:40:18.184420+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/qilingframework__qiling.json","source_sha256":"e09d90e9d8028f5473032cf394d5582780897281a22d0180c9d87ffd4462a51f","fetched_at":"2026-10-09T16:33:17.786816+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4044,"score":40.44,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/qilingframework__qiling.json","source_sha256":"bbf9f7a1c3e971a93fcefec03bd327be7bf9ba7996e33292e01f235850253826","fetched_at":"2026-10-10T16:43:41.219935+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/qilingframework__qiling.json","source_sha256":"6da92758e8aa6523992d968f74b952efb4eb665573331ca2aa563d79a49e0b65","fetched_at":"2026-10-08T01:06:43.648040+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/qilingframework__qiling.json","source_sha256":"23ba3475f44516a2ac661276e69bfb46a8062628d47dcba1c888c8e7aa667cfc","fetched_at":"2026-10-10T08:40:18.184420+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":15,"window_start":"2026-04-19T05:26:51.411814+00:00","window_end":"2026-10-16T05:26:51.411814+00:00","method":"primary","source":"raw/pr_window/qilingframework__qiling.json","source_sha256":"882be3c0055f9ea1017a60d83ffc516459294c46887523ff04d426c97f8fba6c","fetched_at":"2026-10-16T05:26:51.411814+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":270.1658,"score":0.0,"n":14,"window_start":"2026-04-19T05:26:51.411814+00:00","window_end":"2026-10-16T05:26:51.411814+00:00","method":"primary","source":"raw/pr_window/qilingframework__qiling.json","source_sha256":"882be3c0055f9ea1017a60d83ffc516459294c46887523ff04d426c97f8fba6c","fetched_at":"2026-10-16T05:26:51.411814+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":1750.2492,"score":3.3820840950639877,"n":13,"window_start":"2026-04-19T05:26:51.411814+00:00","window_end":"2026-10-16T05:26:51.411814+00:00","method":"primary","source":"raw/pr_window/qilingframework__qiling.json","source_sha256":"882be3c0055f9ea1017a60d83ffc516459294c46887523ff04d426c97f8fba6c","fetched_at":"2026-10-16T05:26:51.411814+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to qilingframework/qiling got a first human reply in a median of 11.3 days (14 pull requests, 19 April to 16 October 2026); 50% got none within 14 days.","It ranks 3,061 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":3061,"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":3267,"total":3696,"reason":null}},"similar":[{"owner":"PaddlePaddle","name":"PaddleNLP","rank":3045},{"owner":"samuelclay","name":"NewsBlur","rank":3072},{"owner":"mopidy","name":"mopidy","rank":3073},{"owner":"Evil0ctal","name":"Douyin_TikTok_Download_API","rank":3082},{"owner":"EnableSecurity","name":"wafw00f","rank":3083}]},"Raathigesh/majestic":{"detail":{"owner":"Raathigesh","name":"majestic","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"d669db1a0127da18523ea8bff649adf088e25cf0ab25c028d13ac0992e211f26","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":[]},"regl-project/regl":{"detail":{"owner":"regl-project","name":"regl","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"251d43d715fab6c6105411ff55ba6909f3d87f012cf18cb754fd71f3ac029cd6","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":48.03294376856,"c_criticality":1.0,"p_governance":72.307692307692,"c_governance":0.65,"p_rigor":38.571428571429,"c_rigor":0.7,"p_accessibility":15.0,"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":43.14,"coverage":0.6175,"tier":"C","rated":true},"first_timer":{"porchlamp":null,"coverage":0.4175,"tier":null,"rated":false},"senior_systems":{"porchlamp":51.0,"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/regl-project__regl.json","source_sha256":"8fd66a9614fecc2e2dcafc741fabc542248e2db11cff9fa8fbaf48c207efc2c1","fetched_at":"2026-10-10T09:00:26.610295+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":275,"score":59.657534246575345,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/regl-project__regl.json","source_sha256":"fae8bac6a621b3c5ee2869fd7ec6656c388c712c191b50263fb6b029939ea7f7","fetched_at":"2026-10-10T19:11:31.185955+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":3664297,"score":60.27972027972028,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__regl.json","source_sha256":"7f8b31fe8c1b5a5174e7cf3f775b9a4a45fef6f40ebfdd3722eb61775f5c1b63","fetched_at":"2026-10-08T02:16:19.223541+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":16,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/regl-project__regl.json","source_sha256":"d3db4058404fab1d3dde38e9983ee1d985e0b61ba25f72407f49e943111d2a83","fetched_at":"2026-10-13T03:27:01.626192+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":2,"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":"DCO","score":100.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/regl-project__regl.json","source_sha256":"8fd66a9614fecc2e2dcafc741fabc542248e2db11cff9fa8fbaf48c207efc2c1","fetched_at":"2026-10-10T09:00:26.610295+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/regl-project__regl.json","source_sha256":"c471542b19e0e5756081fddfe82296a2ac55c41b484a05be4a405c431deae508","fetched_at":"2026-10-09T17:58:54.296587+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.26,"score":26.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/regl-project__regl.json","source_sha256":"d30e5942c3feb712f37a80c68cde2bc996f9ad77ff87ab855556f330fdd7ea5e","fetched_at":"2026-10-10T19:11:31.185955+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/regl-project__regl.json","source_sha256":"70aa1658a8605c3ba1e4e8683042344f1fc2386fc1e96bb2bb0d3868a5712a14","fetched_at":"2026-10-08T02:16:17.891959+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/regl-project__regl.json","source_sha256":"8fd66a9614fecc2e2dcafc741fabc542248e2db11cff9fa8fbaf48c207efc2c1","fetched_at":"2026-10-10T09:00:26.610295+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"}]},"standard/standard":{"detail":{"owner":"standard","name":"standard","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"ae88c44743cf50dd71f26492ed644d9776a99d08d1a0f52b496df043078acdbf","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":[]},"unknwon/go-fundamental-programming":{"detail":{"owner":"unknwon","name":"go-fundamental-programming","ecosystem":"go","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"d26fe3d5650a632c5d27c3bd51a8f052a925e46fe2e313805bc7a10e74f6cf0a","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":[]},"Vinzent03/obsidian-git":{"detail":{"owner":"Vinzent03","name":"obsidian-git","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"e86050f94c83b0537e7f2d872cc0baa35b64eae159c30b46c1b6e0aa5c43a8d8","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1608,"tie_group":408,"porchlamp":50.44,"coverage":0.8375,"tier":"C","tier_ceiling":"A","quadrant":"Nursery","leverage":48.81,"friction":46.32,"leverage_coverage":0.675,"friction_coverage":1.0,"p_responsiveness":63.29129864502,"c_responsiveness":1.0,"p_criticality":47.84,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":49.29642,"c_rigor":1.0,"p_accessibility":34.422,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":50.5,"coverage":0.87,"tier":"C","rated":true},"balanced":{"porchlamp":50.44,"coverage":0.8375,"tier":"C","rated":true},"career_capital":{"porchlamp":48.79,"coverage":0.7725,"tier":"C","rated":true},"first_timer":{"porchlamp":49.77,"coverage":0.935,"tier":"C","rated":true},"senior_systems":{"porchlamp":50.44,"coverage":0.7725,"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/Vinzent03__obsidian-git.json","source_sha256":"b0dae7218d954be4f5eb9a740a32757ed21f8379d3933dd89a12a893ce45208c","fetched_at":"2026-10-10T05:42:16.697388+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":true,"value":0.8571,"score":100.0,"n":14,"window_start":"2026-04-18T12:42:30.619939+00:00","window_end":"2026-07-17T12:42:30.619939+00:00","method":"primary","source":"raw/pr_window/Vinzent03__obsidian-git.json","source_sha256":"39a1dded14b129660ce7aede6b780b698f16babd45f20abc645490b00d48fca8","fetched_at":"2026-10-15T12:42:30.619939+00:00","unmeasured_reason":null},{"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/Vinzent03__obsidian-git.json","source_sha256":"3d7c315e6ac3a486be2196eba0e3b941d3cbaf1a77383fc5395feca2a8c5fc17","fetched_at":"2026-10-13T02:55:08.919533+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":199,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/Vinzent03__obsidian-git.json","source_sha256":"2b571ff4e4ed0ec96bb20ff1b4be427bc3ebf8b4a7c63e5962ffe3d1bfef26f0","fetched_at":"2026-10-10T14:30:55.153456+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.1388888888888889,"score":72.22222222222223,"n":36,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/Vinzent03__obsidian-git.json","source_sha256":"39a1dded14b129660ce7aede6b780b698f16babd45f20abc645490b00d48fca8","fetched_at":"2026-10-15T12:42:30.619939+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/Vinzent03__obsidian-git.json","source_sha256":"b0dae7218d954be4f5eb9a740a32757ed21f8379d3933dd89a12a893ce45208c","fetched_at":"2026-10-10T05:42:16.697388+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.5,"score":62.5,"n":20,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Vinzent03__obsidian-git.json","source_sha256":"f54518446d2fa212f82f99157f0cbb5c0be9d95af3d557302a3bccdaf691c0e9","fetched_at":"2026-10-10T22:35:22.927643+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.3846,"score":76.92,"n":13,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Vinzent03__obsidian-git.json","source_sha256":"f54518446d2fa212f82f99157f0cbb5c0be9d95af3d557302a3bccdaf691c0e9","fetched_at":"2026-10-10T22:35:22.927643+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/Vinzent03__obsidian-git.json","source_sha256":"f374618fb0e13f45e0c506079bf09551c8293fde2b031f84f9e6e8d60947f8ab","fetched_at":"2026-10-09T08:31:02.399366+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4784,"score":47.839999999999996,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/Vinzent03__obsidian-git.json","source_sha256":"72de2f729267be8169a8123a12f538a14f52b174040b6ad213dc1b2263c08367","fetched_at":"2026-10-10T14:30:55.154438+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":45.4848,"score":45.4848,"n":44,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/Vinzent03__obsidian-git.json","source_sha256":"39a1dded14b129660ce7aede6b780b698f16babd45f20abc645490b00d48fca8","fetched_at":"2026-10-15T12:42:30.619939+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/Vinzent03__obsidian-git.json","source_sha256":"b0dae7218d954be4f5eb9a740a32757ed21f8379d3933dd89a12a893ce45208c","fetched_at":"2026-10-10T05:42:16.697388+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Vinzent03__obsidian-git.json","source_sha256":"f54518446d2fa212f82f99157f0cbb5c0be9d95af3d557302a3bccdaf691c0e9","fetched_at":"2026-10-10T22:35:22.927643+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0694,"score":8.675,"n":72,"window_start":"2026-04-18T12:42:30.619939+00:00","window_end":"2026-10-15T12:42:30.619939+00:00","method":"primary","source":"raw/pr_window/Vinzent03__obsidian-git.json","source_sha256":"39a1dded14b129660ce7aede6b780b698f16babd45f20abc645490b00d48fca8","fetched_at":"2026-10-15T12:42:30.619939+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":78.9719,"score":32.042375124447304,"n":26,"window_start":"2026-04-18T12:42:30.619939+00:00","window_end":"2026-10-15T12:42:30.619939+00:00","method":"primary","source":"raw/pr_window/Vinzent03__obsidian-git.json","source_sha256":"39a1dded14b129660ce7aede6b780b698f16babd45f20abc645490b00d48fca8","fetched_at":"2026-10-15T12:42:30.619939+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":249.2814,"score":53.45252774352651,"n":44,"window_start":"2026-04-18T12:42:30.619939+00:00","window_end":"2026-10-15T12:42:30.619939+00:00","method":"primary","source":"raw/pr_window/Vinzent03__obsidian-git.json","source_sha256":"39a1dded14b129660ce7aede6b780b698f16babd45f20abc645490b00d48fca8","fetched_at":"2026-10-15T12:42:30.619939+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to Vinzent03/obsidian-git got a first human reply in a median of 3.3 days (26 pull requests, 18 April to 15 October 2026); 14% got none within 14 days.","It ranks 1,608 of 3,219 overall.","For first-time contributors it ranks 1,124 of 1,525 (the bottom 27%)."],"standings":{"balanced":{"rank":1608,"total":3219,"reason":null},"first_timer":{"rank":1124,"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":1796,"total":3696,"reason":null}},"similar":[{"owner":"sverweij","name":"dependency-cruiser","rank":1605},{"owner":"keplergl","name":"kepler.gl","rank":1607},{"owner":"slidevjs","name":"slidev","rank":1609},{"owner":"reactive-resume","name":"app","rank":1610},{"owner":"plouc","name":"nivo","rank":1611}]},"yandex/gixy":{"detail":{"owner":"yandex","name":"gixy","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"aeaf3a9dff08821d4ca671e9623e7f0e34bf5dfc2c442a40ccc622dbd43df7ec","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":[]},"yrutschle/sslh":{"detail":{"owner":"yrutschle","name":"sslh","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"34c15f75e41d2212d2e76369a3424634e999ab568bfb5ac6410258eae2093bd8","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2828,"tie_group":null,"porchlamp":37.61,"coverage":0.6325,"tier":"D","tier_ceiling":"B","quadrant":"Graveyard","leverage":44.18,"friction":63.92,"leverage_coverage":0.91,"friction_coverage":0.42,"p_responsiveness":41.857506361323,"c_responsiveness":0.1,"p_criticality":39.88,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":47.142857142857,"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":40.42,"coverage":0.65,"tier":"C","rated":true},"balanced":{"porchlamp":37.61,"coverage":0.6325,"tier":"D","rated":true},"career_capital":{"porchlamp":34.62,"coverage":0.66,"tier":"D","rated":true},"first_timer":{"porchlamp":null,"coverage":0.46,"tier":null,"rated":false},"senior_systems":{"porchlamp":42.29,"coverage":0.7725,"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/yrutschle__sslh.json","source_sha256":"505c0c5adaa16d8355a963b5d8977c97a8bdafd01665ef96b73986aac94ebc8b","fetched_at":"2026-10-10T09:44:17.842672+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":33,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/yrutschle__sslh.json","source_sha256":"81fa6535ab638a2141fa648fccec43e1a2e15365315d0f81de39fcfbd9c4753e","fetched_at":"2026-10-10T17:45:05.548028+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.16666666666666666,"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/yrutschle__sslh.json","source_sha256":"505c0c5adaa16d8355a963b5d8977c97a8bdafd01665ef96b73986aac94ebc8b","fetched_at":"2026-10-10T09:44:17.842672+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/yrutschle__sslh.json","source_sha256":"bc20e8dc72c85cf1e8236f4e226277691bc205f44b2f68d24dccde7decee51e5","fetched_at":"2026-10-09T19:57:43.416822+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3988,"score":39.879999999999995,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/yrutschle__sslh.json","source_sha256":"8b0763467230831d1987e6f4806acaba1cea202156cc04d721f42dfa8442ff2b","fetched_at":"2026-10-10T17:45:05.548614+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/yrutschle__sslh.json","source_sha256":"7dfbc3248747a8eebc369a62b0e3ef8a0b5b6da0fcb5482375c0400df9afad72","fetched_at":"2026-10-08T03:38:09.267507+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/yrutschle__sslh.json","source_sha256":"505c0c5adaa16d8355a963b5d8977c97a8bdafd01665ef96b73986aac94ebc8b","fetched_at":"2026-10-10T09:44:17.842672+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":true,"value":458.0833,"score":41.85750636132315,"n":5,"window_start":"2026-04-19T12:55:41.298841+00:00","window_end":"2026-10-16T12:55:41.298841+00:00","method":"primary","source":"raw/pr_window/yrutschle__sslh.json","source_sha256":"2a02d2d754dc67266e5f29f207cc0eab2b1c6c94e00809795c95d6629ee69dd6","fetched_at":"2026-10-16T12:55:41.298841+00:00","unmeasured_reason":null}],"answer":["For yrutschle/sslh, the reply time and the share with no reply within 14 days both have too small a sample to measure (0 and 6 pull requests counted; 10 needed).","It ranks 2,828 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":2828,"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":3068,"total":3696,"reason":null}},"similar":[{"owner":"Tencent","name":"ncnn","rank":2809},{"owner":"jedisct1","name":"libsodium","rank":2810},{"owner":"OHF-Voice","name":"piper1-gpl","rank":2814},{"owner":"boostorg","name":"beast","rank":2837},{"owner":"lightvector","name":"KataGo","rank":2849}]}}