{"activeloopai/deeplake":{"detail":{"owner":"activeloopai","name":"deeplake","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"7fe76996f4731e541fed13874166e02f406bca1244ef407479162ffbf82d74c8","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3636,"tie_group":null,"porchlamp":41.13,"coverage":0.78,"tier":"C","tier_ceiling":"B","quadrant":"Graveyard","leverage":38.76,"friction":56.74,"leverage_coverage":0.88,"friction_coverage":0.695,"p_responsiveness":35.041068798937,"c_responsiveness":0.45,"p_criticality":35.32,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":36.66875,"c_rigor":0.6,"p_accessibility":52.943529411765,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":39.78,"coverage":0.735,"tier":"D","rated":true},"balanced":{"porchlamp":41.13,"coverage":0.78,"tier":"C","rated":true},"career_capital":{"porchlamp":41.2,"coverage":0.82,"tier":"C","rated":true},"first_timer":{"porchlamp":42.92,"coverage":0.7225,"tier":"C","rated":true},"senior_systems":{"porchlamp":40.22,"coverage":0.83,"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/activeloopai__deeplake.json","source_sha256":"e33e2896e532a39d4a403bd3b2cbd7424ef865df171b9eed29b4680d97e25f7c","fetched_at":"2026-10-27T23:33:24.393988+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":100.0,"score":100.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/activeloopai__deeplake.json","source_sha256":"6bcde1bd0dc43143736510a78c8715f28b349cda6968cf5a212d46396421a311","fetched_at":"2026-10-25T16:25:29.845464+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":188,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/activeloopai__deeplake.json","source_sha256":"ca3b10b313350df4917d57be979112faa25bdb11c9a81495f5a694fff72b3551","fetched_at":"2026-10-28T21:31:19.132868+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.1951219512195122,"score":60.97560975609756,"n":41,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/activeloopai__deeplake.json","source_sha256":"7136d012a4f93f9e4fbf52427e6b02c2854d09b1264da3916d9ca3664b3b409d","fetched_at":"2026-10-23T09:22:58.382869+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/activeloopai__deeplake.json","source_sha256":"e33e2896e532a39d4a403bd3b2cbd7424ef865df171b9eed29b4680d97e25f7c","fetched_at":"2026-10-27T23:33:24.393988+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.4286,"score":85.72,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/activeloopai__deeplake.json","source_sha256":"0cd2cceecd3a3885a3412ece0ee892b30c5f212b2e35a3bd18ff2b059eff26ef","fetched_at":"2026-10-10T23:31:24.090139+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/activeloopai__deeplake.json","source_sha256":"998640adfb737a6f50f7c0e5dab873f2d8aebacf7b8d290bc5a4c462cb5dd4b3","fetched_at":"2026-10-26T23:48:53.534828+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3532,"score":35.32,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/activeloopai__deeplake.json","source_sha256":"78c11088da32a36375a396f7975397f1b8866364b9f51d06efc832f80cd2ef09","fetched_at":"2026-10-28T21:31:19.152395+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":38.6667,"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/activeloopai__deeplake.json","source_sha256":"e33e2896e532a39d4a403bd3b2cbd7424ef865df171b9eed29b4680d97e25f7c","fetched_at":"2026-10-27T23:33:24.393988+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.2667,"score":33.3375,"n":15,"window_start":"2026-04-26T09:22:58.382869+00:00","window_end":"2026-10-23T09:22:58.382869+00:00","method":"primary","source":"raw/pr_window/activeloopai__deeplake.json","source_sha256":"7136d012a4f93f9e4fbf52427e6b02c2854d09b1264da3916d9ca3664b3b409d","fetched_at":"2026-10-23T09:22:58.382869+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":104.1133,"score":22.073798320356786,"n":35,"window_start":"2026-04-26T09:22:58.382869+00:00","window_end":"2026-10-23T09:22:58.382869+00:00","method":"primary","source":"raw/pr_window/activeloopai__deeplake.json","source_sha256":"7136d012a4f93f9e4fbf52427e6b02c2854d09b1264da3916d9ca3664b3b409d","fetched_at":"2026-10-23T09:22:58.382869+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}],"answer":["Outside pull requests to activeloopai/deeplake got a first human reply in a median of 4.3 days (35 pull requests, 26 April to 23 October 2026); 20% got none within 14 days.","It ranks 3,636 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":3636,"total":4044,"reason":null},"first_timer":{"rank":null,"total":1904,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":872,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":986,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":3763,"total":4002,"reason":null}},"similar":[{"owner":"hrvach","name":"deskhop","rank":3613},{"owner":"google-deepmind","name":"mujoco","rank":3621},{"owner":"ahrm","name":"sioyek","rank":3632},{"owner":"sabrogden","name":"Ditto","rank":3637},{"owner":"BespokeSynth","name":"BespokeSynth","rank":3642}]},"Archmage83/tvapk":{"detail":{"owner":"Archmage83","name":"tvapk","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"6ca01637c3563eefa2f542c3421b0b5b22ec2dd865cf1aa85f932474c2db4860","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":[]},"ashishps1/awesome-leetcode-resources":{"detail":{"owner":"ashishps1","name":"awesome-leetcode-resources","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"8ac0b9c5897dd746dbbf86cf53ecc779a7df8992ac6ff39386eee605a6acdc3f","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":[]},"bestony/logoly":{"detail":{"owner":"bestony","name":"logoly","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"6d5448dabd34e2f54018feea7a36a93bf98b526230a37dbe906c6d14bac9c382","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":[]},"bytedeco/javacv":{"detail":{"owner":"bytedeco","name":"javacv","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"04b288ce3671ab63313349f4a8d75954b08836b8ce51281b9d694f502e4f8dc3","eligible":false,"gate_reason":"unrated: no_external_workflow","rated":false,"unrated_reason":"unrated: no_external_workflow","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"unrated: no_external_workflow","career_capital":"unrated: no_external_workflow","first_timer":"unrated: no_external_workflow","senior_systems":"unrated: no_external_workflow"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"dream7180/foobox-cn":{"detail":{"owner":"dream7180","name":"foobox-cn","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"7049e6aec35d93b667c78db9b417615ba4312a9b107091a950909e33d90133b1","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.3375,"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":27.73,"c_criticality":0.35,"p_governance":31.923076923077,"c_governance":0.65,"p_rigor":40.0,"c_rigor":0.3,"p_accessibility":0.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:responsiveness","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:responsiveness","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.3225,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.3375,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.35,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.3125,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.37,"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/dream7180__foobox-cn.json","source_sha256":"2ba6ab3e64f880b241e50451d0349402741edd8bd2200f3c9813d02d29897f9f","fetched_at":"2026-10-28T01:16:31.509077+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":0.0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"proxy:setup_signals_only","source":"raw/actions_runs/dream7180__foobox-cn.json","source_sha256":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","fetched_at":"2026-10-26T00:55:53.676779+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/dream7180__foobox-cn.json","source_sha256":"8a593267fce044063a918938a6d98dff49fb804a09de5538bb236657d24d66d4","fetched_at":"2026-10-29T07:00:57.933233+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.6666666666666666,"score":null,"n":6,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","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/dream7180__foobox-cn.json","source_sha256":"d4f4afa916295cff29df79fa471313c57b36c6f6e7257ae604bb9643cadb653a","fetched_at":"2026-10-27T07:59:44.357162+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2773,"score":27.73,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/dream7180__foobox-cn.json","source_sha256":"094884339969d58fa58c180ac0cd8956a0d9c5fad1fbef7c5b64efad5fd6a6cc","fetched_at":"2026-10-29T07:00:57.946049+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":0.0,"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/dream7180__foobox-cn.json","source_sha256":"2ba6ab3e64f880b241e50451d0349402741edd8bd2200f3c9813d02d29897f9f","fetched_at":"2026-10-28T01:16:31.509077+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"}]},"facebook/stylex":{"detail":{"owner":"facebook","name":"stylex","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"e0b8d044f6b4e4d19c7c06c6eabae8cf087f46d0309fa801ee36f8b8697833ba","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2536,"tie_group":null,"porchlamp":51.72,"coverage":0.925,"tier":"C","tier_ceiling":null,"quadrant":"Sweet Spot","leverage":55.27,"friction":49.29,"leverage_coverage":1.0,"friction_coverage":0.9,"p_responsiveness":46.628571814546,"c_responsiveness":1.0,"p_criticality":46.153999132702,"c_criticality":1.0,"p_governance":65.0,"c_governance":1.0,"p_rigor":63.99013,"c_rigor":1.0,"p_accessibility":39.5,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold"},"persona_composites":{"ai_assisted":{"porchlamp":54.65,"coverage":0.95,"tier":"C","rated":true},"balanced":{"porchlamp":51.72,"coverage":0.925,"tier":"C","rated":true},"career_capital":{"porchlamp":49.53,"coverage":0.9,"tier":"C","rated":true},"first_timer":{"porchlamp":48.93,"coverage":0.85,"tier":"C","rated":true},"senior_systems":{"porchlamp":54.17,"coverage":0.975,"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/facebook__stylex.json","source_sha256":"f6bda9bbffc55fb9a5732f4be5eb8534dd84fd2b52b6cf7a072a531e9cc14266","fetched_at":"2026-10-27T23:15:38.106843+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":7,"score":37.739234449760765,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/facebook__stylex.json","source_sha256":"df95e009f19001a10a304041ad98a6263c74ed9afd2fc59ac6ae4fe81c89663b","fetched_at":"2026-10-26T22:41:03.321351+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":5556871,"score":66.11922141119221,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__stylex.json","source_sha256":"b5f99afb148ae5e6ceeb7fef52b689917f3a31eb678f1fadf7eac3830fae9d33","fetched_at":"2026-10-30T10:59:21.921365+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.6471,"score":80.8875,"n":34,"window_start":"2026-04-25T08:28:12.917259+00:00","window_end":"2026-07-24T08:28:12.917259+00:00","method":"primary","source":"raw/pr_window/facebook__stylex.json","source_sha256":"f02e4bd7313f9efdbce94079b7b936dde06a967bc95e1d8956ee2766d428f38a","fetched_at":"2026-10-22T08:28:12.917259+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":27,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/facebook__stylex.json","source_sha256":"493822a60931189010c73a8873db97933cab4b0196383fe739ffdf26e8c5c2c6","fetched_at":"2026-10-25T04:35:55.927635+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":250,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/facebook__stylex.json","source_sha256":"37e14dbaf33919991991c9799541088c65ddad590badeb4324c06a48f09b7f0d","fetched_at":"2026-10-28T20:29:27.084882+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.6049382716049383,"score":0.0,"n":81,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/facebook__stylex.json","source_sha256":"f02e4bd7313f9efdbce94079b7b936dde06a967bc95e1d8956ee2766d428f38a","fetched_at":"2026-10-22T08:28:12.917259+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/facebook__stylex.json","source_sha256":"f6bda9bbffc55fb9a5732f4be5eb8534dd84fd2b52b6cf7a072a531e9cc14266","fetched_at":"2026-10-27T23:15:38.106843+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.6061,"score":75.7625,"n":33,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/facebook__stylex.json","source_sha256":"d72279ae9a33f3f9fadbd0c38a8d32e8734e94df3f159ae204fe9d3410c24dc0","fetched_at":"2026-10-10T22:57:22.454644+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":"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/facebook__stylex.json","source_sha256":"9144cf24a8bfbc4f2155b568bd3d889e3d06729637f2deee5af62733c0160abb","fetched_at":"2026-10-26T22:40:52.870472+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4151,"score":41.510000000000005,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/facebook__stylex.json","source_sha256":"2b67242138b3de7ad29c1fa5ce3e214a339e81bf1ca25d44d561cb0d34f7e7fd","fetched_at":"2026-10-28T20:29:27.127270+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":72.4972,"score":72.4972,"n":118,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/facebook__stylex.json","source_sha256":"f02e4bd7313f9efdbce94079b7b936dde06a967bc95e1d8956ee2766d428f38a","fetched_at":"2026-10-26T22:41:04.320959+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"VERIFIED","score":100.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/facebook__stylex.json","source_sha256":"f6bda9bbffc55fb9a5732f4be5eb8534dd84fd2b52b6cf7a072a531e9cc14266","fetched_at":"2026-10-27T23:15:38.106843+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":0.1731,"score":21.6375,"n":52,"window_start":"2026-04-25T08:28:12.917259+00:00","window_end":"2026-10-22T08:28:12.917259+00:00","method":"primary","source":"raw/pr_window/facebook__stylex.json","source_sha256":"f02e4bd7313f9efdbce94079b7b936dde06a967bc95e1d8956ee2766d428f38a","fetched_at":"2026-10-22T08:28:12.917259+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":69.8019,"score":36.49420247162249,"n":57,"window_start":"2026-04-25T08:28:12.917259+00:00","window_end":"2026-10-22T08:28:12.917259+00:00","method":"primary","source":"raw/pr_window/facebook__stylex.json","source_sha256":"f02e4bd7313f9efdbce94079b7b936dde06a967bc95e1d8956ee2766d428f38a","fetched_at":"2026-10-22T08:28:12.917259+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":2118.3703,"score":3.0593607305936104,"n":41,"window_start":"2026-04-25T08:28:12.917259+00:00","window_end":"2026-10-22T08:28:12.917259+00:00","method":"primary","source":"raw/pr_window/facebook__stylex.json","source_sha256":"f02e4bd7313f9efdbce94079b7b936dde06a967bc95e1d8956ee2766d428f38a","fetched_at":"2026-10-22T08:28:12.917259+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to facebook/stylex got a first human reply in a median of 2.9 days (57 pull requests, 25 April to 22 October 2026); 60% got none within 14 days.","It ranks 2,536 of 4,044 overall.","For first-time contributors it ranks 1,535 of 1,904 (the bottom 20%)."],"standings":{"balanced":{"rank":2536,"total":4044,"reason":null},"first_timer":{"rank":1535,"total":1904,"reason":null},"career_capital":{"rank":null,"total":872,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":772,"total":986,"reason":null},"ai_assisted":{"rank":2203,"total":4002,"reason":null}},"similar":[{"owner":"pure-css","name":"pure","rank":2523},{"owner":"kortix-ai","name":"suna","rank":2527},{"owner":"iconify","name":"iconify","rank":2529},{"owner":"jquery","name":"jquery","rank":2537},{"owner":"GoogleChrome","name":"lighthouse","rank":2543}]},"facebookresearch/DrQA":{"detail":{"owner":"facebookresearch","name":"DrQA","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"9e9b2b53b608909ee45c88aa2d805051778bb8e939ce9bcf70a08413b03ed498","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/metaseq":{"detail":{"owner":"facebookresearch","name":"metaseq","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"406b7b6fe10b797c7dcf472a17153134c302d2207c2bb72b6e05c1ef7090eb22","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":[]},"Foundry376/Mailspring":{"detail":{"owner":"Foundry376","name":"Mailspring","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"349ad55e3d92f54e7bfac5e91bec4f6e7e7c6a344e6596cd1998151f2b5524ef","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":761,"tie_group":158,"porchlamp":63.64,"coverage":0.8375,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":57.62,"friction":31.05,"leverage_coverage":0.675,"friction_coverage":1.0,"p_responsiveness":84.608149626483,"c_responsiveness":1.0,"p_criticality":53.48,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":69.2625,"c_rigor":1.0,"p_accessibility":57.5,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":65.18,"coverage":0.87,"tier":"B","rated":true},"balanced":{"porchlamp":63.64,"coverage":0.8375,"tier":"B","rated":true},"career_capital":{"porchlamp":61.64,"coverage":0.7725,"tier":"B","rated":true},"first_timer":{"porchlamp":66.71,"coverage":0.935,"tier":"B","rated":true},"senior_systems":{"porchlamp":60.76,"coverage":0.7725,"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/Foundry376__Mailspring.json","source_sha256":"fd06a5368ac4c5163aa5132749273681938b177fa0f874a9302896a5f414cc5a","fetched_at":"2026-10-27T21:55:40.179745+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":1.0,"score":100.0,"n":13,"window_start":"2026-04-24T02:24:31.317625+00:00","window_end":"2026-07-23T02:24:31.317625+00:00","method":"primary","source":"raw/pr_window/Foundry376__Mailspring.json","source_sha256":"92d3a050372d0b8010c7e207fb729cce59e3698f9613fc9a645c1d0646554497","fetched_at":"2026-10-21T02:24:31.317625+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/Foundry376__Mailspring.json","source_sha256":"36dfd98147112c00f07187c9eab0bd9eb723fc503641b1462a3c3483aea5f8b3","fetched_at":"2026-10-25T00:05:50.842701+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":705,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/Foundry376__Mailspring.json","source_sha256":"127b971fbccbe43d88221f0c537dfc8eba6c1d0eb4f6045010aa16984e3d054b","fetched_at":"2026-10-28T14:23:58.567384+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.0390625,"score":92.1875,"n":128,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/Foundry376__Mailspring.json","source_sha256":"92d3a050372d0b8010c7e207fb729cce59e3698f9613fc9a645c1d0646554497","fetched_at":"2026-10-21T02:24:31.317625+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/Foundry376__Mailspring.json","source_sha256":"fd06a5368ac4c5163aa5132749273681938b177fa0f874a9302896a5f414cc5a","fetched_at":"2026-10-27T21:55:40.179745+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.8889,"score":100.0,"n":18,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Foundry376__Mailspring.json","source_sha256":"6fbd7564ece577f9cc2b5c6ce2c763e554f6413cb3ada42083186146524793d6","fetched_at":"2026-10-10T21:27:07.482921+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.5556,"score":100.0,"n":9,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Foundry376__Mailspring.json","source_sha256":"6fbd7564ece577f9cc2b5c6ce2c763e554f6413cb3ada42083186146524793d6","fetched_at":"2026-10-10T21:27:07.482921+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/Foundry376__Mailspring.json","source_sha256":"dfa19e6259b333ab7711d286b44cdeb9b86270ce43d2de9e5673a8cb6a7ae6d1","fetched_at":"2026-10-26T17:29:25.126439+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5348,"score":53.480000000000004,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/Foundry376__Mailspring.json","source_sha256":"857c5cae28f754f455b215eb09758df97b00a42ed7b248f699ba01e17f1369d5","fetched_at":"2026-10-28T14:23:58.635362+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/Foundry376__Mailspring.json","source_sha256":"9aa235d22bda7805d9261c20673b44665e46bd862d42f984c98c43b188020336","fetched_at":"2026-10-30T09:24:00.363907+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/Foundry376__Mailspring.json","source_sha256":"fd06a5368ac4c5163aa5132749273681938b177fa0f874a9302896a5f414cc5a","fetched_at":"2026-10-27T21:55:40.179745+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.4,"score":80.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Foundry376__Mailspring.json","source_sha256":"6fbd7564ece577f9cc2b5c6ce2c763e554f6413cb3ada42083186146524793d6","fetched_at":"2026-10-10T21:27:07.482921+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.527,"score":65.875,"n":148,"window_start":"2026-04-24T02:24:31.317625+00:00","window_end":"2026-10-21T02:24:31.317625+00:00","method":"primary","source":"raw/pr_window/Foundry376__Mailspring.json","source_sha256":"92d3a050372d0b8010c7e207fb729cce59e3698f9613fc9a645c1d0646554497","fetched_at":"2026-10-21T02:24:31.317625+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":31.0289,"score":65.73554631963042,"n":101,"window_start":"2026-04-24T02:24:31.317625+00:00","window_end":"2026-10-21T02:24:31.317625+00:00","method":"primary","source":"raw/pr_window/Foundry376__Mailspring.json","source_sha256":"92d3a050372d0b8010c7e207fb729cce59e3698f9613fc9a645c1d0646554497","fetched_at":"2026-10-21T02:24:31.317625+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":212.0025,"score":60.593607305936075,"n":136,"window_start":"2026-04-24T02:24:31.317625+00:00","window_end":"2026-10-21T02:24:31.317625+00:00","method":"primary","source":"raw/pr_window/Foundry376__Mailspring.json","source_sha256":"92d3a050372d0b8010c7e207fb729cce59e3698f9613fc9a645c1d0646554497","fetched_at":"2026-10-21T02:24:31.317625+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to Foundry376/Mailspring got a first human reply in a median of 31 hours (101 pull requests, 24 April to 21 October 2026); 4% got none within 14 days.","It ranks 761 of 4,044 overall.","For first-time contributors it ranks 423 of 1,904 (the top 23%)."],"standings":{"balanced":{"rank":761,"total":4044,"reason":null},"first_timer":{"rank":423,"total":1904,"reason":null},"career_capital":{"rank":null,"total":872,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":986,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":766,"total":4002,"reason":null}},"similar":[{"owner":"primer","name":"octicons","rank":752},{"owner":"chakra-ui","name":"ark","rank":755},{"owner":"siyuan-note","name":"siyuan","rank":758},{"owner":"kulshekhar","name":"ts-jest","rank":760},{"owner":"emberjs","name":"ember.js","rank":770}]},"garrytan/gbrain":{"detail":{"owner":"garrytan","name":"gbrain","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"89ffc5517e398550d0a431633c197bb5568bb0b9e0121f47775153a2b9d3b592","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3737,"tie_group":null,"porchlamp":39.39,"coverage":0.65,"tier":"D","tier_ceiling":"B","quadrant":"Crucible","leverage":56.37,"friction":75.09,"leverage_coverage":0.675,"friction_coverage":0.675,"p_responsiveness":9.311659498007,"c_responsiveness":0.55,"p_criticality":56.09,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":60.74043,"c_rigor":1.0,"p_accessibility":25.5,"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":44.46,"coverage":0.73,"tier":"C","rated":true},"balanced":{"porchlamp":39.39,"coverage":0.65,"tier":"D","rated":true},"career_capital":{"porchlamp":null,"coverage":0.5825,"tier":null,"rated":false},"first_timer":{"porchlamp":30.17,"coverage":0.6275,"tier":"D","rated":true},"senior_systems":{"porchlamp":47.08,"coverage":0.68,"tier":"C","rated":true}},"suspicion":["closed_unread"],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/garrytan__gbrain.json","source_sha256":"d2ae6a234189d4575be4a22a6d0498d7882b1080e294a19fcdda0a83041bd3c2","fetched_at":"2026-10-27T21:03:17.755197+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/garrytan__gbrain.json","source_sha256":"bd8d77d5fac37ad91c68ac88c80304f6dcb031cc31db430e4244ab253a3758f3","fetched_at":"2026-10-24T21:35:56.612580+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":4810,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/garrytan__gbrain.json","source_sha256":"dda6922e22fed275454bcd554eb454a64eb7b416630f83c3303ae03f7cbb2163","fetched_at":"2026-10-28T09:46:43.620842+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.4367816091954023,"score":12.643678160919535,"n":522,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/garrytan__gbrain.json","source_sha256":"ec78b7c9ccd772f7a432afa113ae6055e32d7072bf2f640ee0a583d6b8f36cff","fetched_at":"2026-10-19T03:03:57.131253+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/garrytan__gbrain.json","source_sha256":"d2ae6a234189d4575be4a22a6d0498d7882b1080e294a19fcdda0a83041bd3c2","fetched_at":"2026-10-27T21:03:17.755197+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/garrytan__gbrain.json","source_sha256":"ac597961b96f712172b1b0d9728e146d94fe0bec08bc27fb27a4a98676b1bb71","fetched_at":"2026-10-26T14:21:49.500696+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5609,"score":56.089999999999996,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/garrytan__gbrain.json","source_sha256":"2b8c06bc8c4f75f1fdc78e2c16c7a2f8ec2b20fb2bfb6bae408b22c0dd47585a","fetched_at":"2026-10-28T09:46:43.885138+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":38.6667,"score":38.6667,"n":298,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/garrytan__gbrain.json","source_sha256":"ec78b7c9ccd772f7a432afa113ae6055e32d7072bf2f640ee0a583d6b8f36cff","fetched_at":"2026-10-26T14:22:00.843239+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/garrytan__gbrain.json","source_sha256":"d2ae6a234189d4575be4a22a6d0498d7882b1080e294a19fcdda0a83041bd3c2","fetched_at":"2026-10-27T21:03:17.755197+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":0.4473,"score":55.912499999999994,"n":626,"window_start":"2026-04-22T03:03:57.131253+00:00","window_end":"2026-10-19T03:03:57.131253+00:00","method":"primary","source":"raw/pr_window/garrytan__gbrain.json","source_sha256":"ec78b7c9ccd772f7a432afa113ae6055e32d7072bf2f640ee0a583d6b8f36cff","fetched_at":"2026-10-19T03:03:57.131253+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":159.3793,"score":6.716051125551488,"n":398,"window_start":"2026-04-22T03:03:57.131253+00:00","window_end":"2026-10-19T03:03:57.131253+00:00","method":"primary","source":"raw/pr_window/garrytan__gbrain.json","source_sha256":"ec78b7c9ccd772f7a432afa113ae6055e32d7072bf2f640ee0a583d6b8f36cff","fetched_at":"2026-10-19T03:03:57.131253+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":1012.3414,"score":12.100456621004568,"n":346,"window_start":"2026-04-22T03:03:57.131253+00:00","window_end":"2026-10-19T03:03:57.131253+00:00","method":"primary","source":"raw/pr_window/garrytan__gbrain.json","source_sha256":"ec78b7c9ccd772f7a432afa113ae6055e32d7072bf2f640ee0a583d6b8f36cff","fetched_at":"2026-10-19T03:03:57.131253+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to garrytan/gbrain got a first human reply in a median of 6.6 days (398 pull requests, 22 April to 19 October 2026); 44% got none within 14 days.","It ranks 3,737 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":3737,"total":4044,"reason":null},"first_timer":{"rank":null,"total":1904,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":872,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":986,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":3446,"total":4002,"reason":null}},"similar":[{"owner":"pubkey","name":"rxdb","rank":3731},{"owner":"markodenic","name":"web-development-resources","rank":3735},{"owner":"basketikun","name":"infinite-canvas","rank":3736},{"owner":"google","name":"brotli","rank":3741},{"owner":"google","name":"zx","rank":3743}]},"google/battery-historian":{"detail":{"owner":"google","name":"battery-historian","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"d734f4b2cc3a4e9fc935cc0991047e6e9e175894ce3cc24803725c54e9ca8184","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":[]},"google/lovefield":{"detail":{"owner":"google","name":"lovefield","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"9dfdf3a55622143708e725c3392579db1d1ca38339cf1255f7751b9b69a5b6b4","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":[]},"hacksider/Deep-Live-Cam":{"detail":{"owner":"hacksider","name":"Deep-Live-Cam","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"847c4852fad11aa5a5c8a5d639cbbcaafa6c2e1b8f0f17b5629fc204869a0098","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3462,"tie_group":null,"porchlamp":43.38,"coverage":0.815,"tier":"C","tier_ceiling":"A","quadrant":"Crucible","leverage":50.55,"friction":60.47,"leverage_coverage":0.675,"friction_coverage":0.97,"p_responsiveness":33.077076787117,"c_responsiveness":1.0,"p_criticality":45.78,"c_criticality":0.35,"p_governance":59.25,"c_governance":1.0,"p_rigor":52.69213,"c_rigor":1.0,"p_accessibility":26.081176470588,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"high_barrier_to_entry","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":45.71,"coverage":0.855,"tier":"C","rated":true},"balanced":{"porchlamp":43.38,"coverage":0.815,"tier":"C","rated":true},"career_capital":{"porchlamp":42.01,"coverage":0.7425,"tier":"C","rated":true},"first_timer":{"porchlamp":38.14,"coverage":0.89,"tier":"D","rated":true},"senior_systems":{"porchlamp":47.64,"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":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/hacksider__Deep-Live-Cam.json","source_sha256":"4b503909bf7996615d2c47016c7be69daa65b74886784132fd96f076dfe81c79","fetched_at":"2026-10-27T19:14:40.502294+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":0.7586,"score":94.825,"n":29,"window_start":"2026-04-24T13:09:46.929601+00:00","window_end":"2026-07-23T13:09:46.929601+00:00","method":"primary","source":"raw/pr_window/hacksider__Deep-Live-Cam.json","source_sha256":"f0dffbbda0f52a5b3b5948f451c2a70f51a658ffaaedb0633da635427ecb0c64","fetched_at":"2026-10-21T13:09:46.929601+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/hacksider__Deep-Live-Cam.json","source_sha256":"6218f4e0695a923fa6309fcb0347240cccec610bc9b42bc835666b0c844c7bd0","fetched_at":"2026-10-24T19:26:02.756543+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":184,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/hacksider__Deep-Live-Cam.json","source_sha256":"2904f84a034bf98ecffc72cc43b75210959783f762207744b57f2e1825e381cd","fetched_at":"2026-10-29T13:38:18.207056+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.45614035087719296,"score":8.771929824561411,"n":57,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/hacksider__Deep-Live-Cam.json","source_sha256":"f0dffbbda0f52a5b3b5948f451c2a70f51a658ffaaedb0633da635427ecb0c64","fetched_at":"2026-10-21T13:09:46.929601+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/hacksider__Deep-Live-Cam.json","source_sha256":"4b503909bf7996615d2c47016c7be69daa65b74886784132fd96f076dfe81c79","fetched_at":"2026-10-27T19:14:40.502294+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.3125,"score":39.0625,"n":48,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/hacksider__Deep-Live-Cam.json","source_sha256":"7033f1099d672124ba0490164466a4e4fc9cf32333bacfca80bfd2730591bc23","fetched_at":"2026-10-10T19:27:05.592435+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.1667,"score":33.339999999999996,"n":18,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/hacksider__Deep-Live-Cam.json","source_sha256":"7033f1099d672124ba0490164466a4e4fc9cf32333bacfca80bfd2730591bc23","fetched_at":"2026-10-10T19:27:05.592435+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/hacksider__Deep-Live-Cam.json","source_sha256":"3d50153cd6380363e456fcdf69bd9d4f2e96a289a3745592326790fb5149c7b8","fetched_at":"2026-10-26T10:49:50.814142+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4578,"score":45.78,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/hacksider__Deep-Live-Cam.json","source_sha256":"75e31604e6173db79cb672fb21a53007d901bf0538dc1240f8265624d88b57b0","fetched_at":"2026-10-29T13:38:18.207056+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":55.6522,"score":55.6522,"n":23,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/hacksider__Deep-Live-Cam.json","source_sha256":"f0dffbbda0f52a5b3b5948f451c2a70f51a658ffaaedb0633da635427ecb0c64","fetched_at":"2026-10-26T10:49:56.140340+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/hacksider__Deep-Live-Cam.json","source_sha256":"4b503909bf7996615d2c47016c7be69daa65b74886784132fd96f076dfe81c79","fetched_at":"2026-10-27T19:14:40.502294+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":0.4915,"score":61.4375,"n":59,"window_start":"2026-04-24T13:09:46.929601+00:00","window_end":"2026-10-21T13:09:46.929601+00:00","method":"primary","source":"raw/pr_window/hacksider__Deep-Live-Cam.json","source_sha256":"f0dffbbda0f52a5b3b5948f451c2a70f51a658ffaaedb0633da635427ecb0c64","fetched_at":"2026-10-21T13:09:46.929601+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":315.3547,"score":0.0,"n":44,"window_start":"2026-04-24T13:09:46.929601+00:00","window_end":"2026-10-21T13:09:46.929601+00:00","method":"primary","source":"raw/pr_window/hacksider__Deep-Live-Cam.json","source_sha256":"f0dffbbda0f52a5b3b5948f451c2a70f51a658ffaaedb0633da635427ecb0c64","fetched_at":"2026-10-21T13:09:46.929601+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":2166.7889,"score":2.4253731343283533,"n":23,"window_start":"2026-04-24T13:09:46.929601+00:00","window_end":"2026-10-21T13:09:46.929601+00:00","method":"primary","source":"raw/pr_window/hacksider__Deep-Live-Cam.json","source_sha256":"f0dffbbda0f52a5b3b5948f451c2a70f51a658ffaaedb0633da635427ecb0c64","fetched_at":"2026-10-21T13:09:46.929601+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to hacksider/Deep-Live-Cam got a first human reply in a median of 13.1 days (44 pull requests, 24 April to 21 October 2026); 46% got none within 14 days.","It ranks 3,462 of 4,044 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":3462,"total":4044,"reason":null},"first_timer":{"rank":null,"total":1904,"reason":"This repository does not show a low enough barrier for a first-time contributor."},"career_capital":{"rank":null,"total":872,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":986,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":3337,"total":4002,"reason":null}},"similar":[{"owner":"HIPS","name":"autograd","rank":3452},{"owner":"opencv","name":"opencv-python","rank":3460},{"owner":"Bogdanp","name":"dramatiq","rank":3461},{"owner":"brython-dev","name":"brython","rank":3463},{"owner":"yihong0618","name":"bilingual_book_maker","rank":3464}]},"harvard-edge/cs249r_book":{"detail":{"owner":"harvard-edge","name":"cs249r_book","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"abb93ce3b3527e97ba4b19ffe25d73cdd4f224a81fe090ee5bbf75aef5a6a907","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3185,"tie_group":null,"porchlamp":46.43,"coverage":0.8125,"tier":"C","tier_ceiling":"A","quadrant":"Nursery","leverage":33.19,"friction":38.28,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":81.148249154916,"c_responsiveness":0.55,"p_criticality":25.156180175529,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":35.04741,"c_rigor":1.0,"p_accessibility":30.0,"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":44.1,"coverage":0.86,"tier":"C","rated":true},"balanced":{"porchlamp":46.43,"coverage":0.8125,"tier":"C","rated":true},"career_capital":{"porchlamp":42.11,"coverage":0.81,"tier":"C","rated":true},"first_timer":{"porchlamp":51.0,"coverage":0.6925,"tier":"C","rated":true},"senior_systems":{"porchlamp":42.11,"coverage":0.9075,"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/harvard-edge__cs249r_book.json","source_sha256":"e593c3f92940c1c20dbf06efa642cf5e3a16cadec287e8529fddbad380e289a9","fetched_at":"2026-10-27T21:13:23.931436+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":19.23076923076923,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/harvard-edge__cs249r_book.json","source_sha256":"2a2cd25ae9328cbe6c79e1bedf4b0253cc0118bb078c168439faede26a54f45c","fetched_at":"2026-10-26T14:51:24.320799+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":88,"score":3.523489932885906,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__cs249r_book.json","source_sha256":"8778ceab8d34ccd0cd27b9f59d5dd83caa542f4dcb9504b59143bfe7a3604f75","fetched_at":"2026-10-30T08:43:47.540613+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":100.0,"score":100.0,"n":9,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/harvard-edge__cs249r_book.json","source_sha256":"c6d4ad7215b2c79a23e2139323a1c7b4f71bbb9186680ecae0514ddb855dfec2","fetched_at":"2026-10-24T21:59:29.253935+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":4737,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/harvard-edge__cs249r_book.json","source_sha256":"9a2ce255d44e5d3b8abbd38e5431b183d5693c3b3c59727aab591afc74bdf9c6","fetched_at":"2026-10-28T10:36:59.015880+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.025,"score":95.0,"n":40,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/harvard-edge__cs249r_book.json","source_sha256":"3a760920547ef38f315f9c4501dafa0da69501c74bcb88f43fc9f898cf0b272c","fetched_at":"2026-10-19T05:38:29.375586+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/harvard-edge__cs249r_book.json","source_sha256":"e593c3f92940c1c20dbf06efa642cf5e3a16cadec287e8529fddbad380e289a9","fetched_at":"2026-10-27T21:13:23.931436+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/harvard-edge__cs249r_book.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-26T14:51:21.205790+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4738,"score":47.38,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/harvard-edge__cs249r_book.json","source_sha256":"fed21d7c17f43418f7c84a426332139573bb31a8a000b0190d7c0089e9a1d24e","fetched_at":"2026-10-28T10:36:59.172473+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":38.4654,"score":38.4654,"n":477,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/harvard-edge__cs249r_book.json","source_sha256":"3a760920547ef38f315f9c4501dafa0da69501c74bcb88f43fc9f898cf0b272c","fetched_at":"2026-10-26T14:51:26.032005+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/harvard-edge__cs249r_book.json","source_sha256":"e593c3f92940c1c20dbf06efa642cf5e3a16cadec287e8529fddbad380e289a9","fetched_at":"2026-10-27T21:13:23.931436+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":0.2043,"score":25.5375,"n":93,"window_start":"2026-04-22T05:38:29.375586+00:00","window_end":"2026-10-19T05:38:29.375586+00:00","method":"primary","source":"raw/pr_window/harvard-edge__cs249r_book.json","source_sha256":"3a760920547ef38f315f9c4501dafa0da69501c74bcb88f43fc9f898cf0b272c","fetched_at":"2026-10-19T05:38:29.375586+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":21.1694,"score":79.52635064802617,"n":21,"window_start":"2026-04-22T05:38:29.375586+00:00","window_end":"2026-10-19T05:38:29.375586+00:00","method":"primary","source":"raw/pr_window/harvard-edge__cs249r_book.json","source_sha256":"3a760920547ef38f315f9c4501dafa0da69501c74bcb88f43fc9f898cf0b272c","fetched_at":"2026-10-19T05:38:29.375586+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":253.2169,"score":65.2363184079602,"n":88,"window_start":"2026-04-22T05:38:29.375586+00:00","window_end":"2026-10-19T05:38:29.375586+00:00","method":"primary","source":"raw/pr_window/harvard-edge__cs249r_book.json","source_sha256":"3a760920547ef38f315f9c4501dafa0da69501c74bcb88f43fc9f898cf0b272c","fetched_at":"2026-10-19T05:38:29.375586+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to harvard-edge/cs249r_book got a first human reply in a median of 21.2 hours (21 pull requests, 22 April to 19 October 2026); 3% got none within 14 days.","It ranks 3,185 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":3185,"total":4044,"reason":null},"first_timer":{"rank":null,"total":1904,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":872,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":986,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":3475,"total":4002,"reason":null}},"similar":[{"owner":"HKUDS","name":"ClawTeam","rank":3174},{"owner":"deepspeedai","name":"DeepSpeedExamples","rank":3175},{"owner":"MagicStack","name":"asyncpg","rank":3184},{"owner":"EverMind-AI","name":"EverOS","rank":3190},{"owner":"shareAI-lab","name":"learn-claude-code","rank":3192}]},"Jasonchenlijian/FastBle":{"detail":{"owner":"Jasonchenlijian","name":"FastBle","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"6c04b9ac5a6608401dfe2fffd891fab69888e09eede434831dd2ace52edb818b","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":[]},"JCTools/JCTools":{"detail":{"owner":"JCTools","name":"JCTools","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"3ee8a0fee1682ef58f93013344a155e2c70269f2236a0ae64896ec1543dc0224","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1918,"tie_group":null,"porchlamp":55.75,"coverage":0.68,"tier":"B","tier_ceiling":"B","quadrant":"Nursery","leverage":46.5,"friction":31.58,"leverage_coverage":0.91,"friction_coverage":0.5,"p_responsiveness":100.0,"c_responsiveness":0.2,"p_criticality":49.650377622378,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":38.571428571429,"c_rigor":0.7,"p_accessibility":16.36875,"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":52.64,"coverage":0.685,"tier":"C","rated":true},"balanced":{"porchlamp":55.75,"coverage":0.68,"tier":"B","rated":true},"career_capital":{"porchlamp":52.08,"coverage":0.71,"tier":"C","rated":true},"first_timer":{"porchlamp":null,"coverage":0.54,"tier":null,"rated":false},"senior_systems":{"porchlamp":53.54,"coverage":0.795,"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/JCTools__JCTools.json","source_sha256":"558bb2ad5fb7586d54a35558b06a6caae933052133d288607178a8428ba0a38f","fetched_at":"2026-10-28T02:27:07.781270+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":245,"score":58.04195804195804,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/JCTools__JCTools.json","source_sha256":"fbd72d6d34018ccc79269a0dc9af5648c30737e73135a438e070bf21e80b5b0d","fetched_at":"2026-10-27T14:40:13.589642+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":54.5625,"score":54.5625,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/JCTools__JCTools.json","source_sha256":"90a102243e3900eb67d6a5365c1741c621dc73da500fd8ec1f38a7e0ef265cc2","fetched_at":"2026-10-26T08:20:12.635273+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":89,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/JCTools__JCTools.json","source_sha256":"c299f229147050dfdb45935e9ebe18a6cdb63f6929210809c5b951cb60cbcb24","fetched_at":"2026-10-29T11:45:08.377389+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.3333333333333333,"score":null,"n":3,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+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/JCTools__JCTools.json","source_sha256":"558bb2ad5fb7586d54a35558b06a6caae933052133d288607178a8428ba0a38f","fetched_at":"2026-10-28T02:27:07.781270+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.8,"score":100.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/JCTools__JCTools.json","source_sha256":"034826e69e9eb8125eb919d748be6d7cf551ca9e57a0eeacd782ae6872b1462e","fetched_at":"2026-10-11T03:53:47.139951+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/JCTools__JCTools.json","source_sha256":"a0bf4d7baa2b173b077e34cca019cdfd3a510a7c229bc9bea1945ab9df89aafa","fetched_at":"2026-10-27T14:40:07.358007+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4006,"score":40.06,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/JCTools__JCTools.json","source_sha256":"c8a54419a8110255ad0a78a228f998322ffc5a8b3ae8714a01d927733723bff0","fetched_at":"2026-10-29T11:45:08.393391+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/JCTools__JCTools.json","source_sha256":"3dd2c89d9700f3e39b8b2a53601a5c8fcc6aa63b92c677710ebd99d7bea31bf9","fetched_at":"2026-10-30T15:04:10.363733+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/JCTools__JCTools.json","source_sha256":"558bb2ad5fb7586d54a35558b06a6caae933052133d288607178a8428ba0a38f","fetched_at":"2026-10-28T02:27:07.781270+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 JCTools/JCTools, the reply time and the share with no reply within 14 days both have too small a sample to measure (0 and 3 pull requests counted; 10 needed).","It ranks 1,918 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1918,"total":4044,"reason":null},"first_timer":{"rank":null,"total":1904,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":872,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":986,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":2511,"total":4002,"reason":null}},"similar":[{"owner":"helidon-io","name":"helidon","rank":1873},{"owner":"AsyncHttpClient","name":"async-http-client","rank":1884},{"owner":"iflytek","name":"astron-agent","rank":1899},{"owner":"Anuken","name":"Mindustry","rank":1913},{"owner":"apache","name":"hive","rank":1956}]},"ml-explore/mlx":{"detail":{"owner":"ml-explore","name":"mlx","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"fbe18aaf3d55a8f1b2b10dc45dfe1885bb57d93e5a327329b44000ba84582465","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":823,"tie_group":176,"porchlamp":63.17,"coverage":0.8125,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":69.24,"friction":36.37,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":76.607750052583,"c_responsiveness":0.55,"p_criticality":57.27,"c_criticality":1.0,"p_governance":76.75,"c_governance":1.0,"p_rigor":84.18293,"c_rigor":1.0,"p_accessibility":11.48751,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate"},"persona_composites":{"ai_assisted":{"porchlamp":68.9,"coverage":0.86,"tier":"B","rated":true},"balanced":{"porchlamp":63.17,"coverage":0.8125,"tier":"B","rated":true},"career_capital":{"porchlamp":57.59,"coverage":0.81,"tier":"B","rated":true},"first_timer":{"porchlamp":55.92,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":68.13,"coverage":0.9075,"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/ml-explore__mlx.json","source_sha256":"f24e68431f7a4aec81687fbfa7f4d3c45d7eafcf8a4001e48c52a2e0036a3fd9","fetched_at":"2026-10-27T21:11:35.698194+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":38.2917,"score":38.2917,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/ml-explore__mlx.json","source_sha256":"fae8f1bc01b3e0a04b743aa745f571638c0312e222b8e5fcbb8a1e28625f0b8b","fetched_at":"2026-10-24T21:56:50.318055+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":6,"score":100.0,"n":1009,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/ml-explore__mlx.json","source_sha256":"c48e649a07bb65db40937204e5c8ba964ced143fe01451040a9949f5b685f6d7","fetched_at":"2026-10-28T10:22:50.355393+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.05108359133126935,"score":89.78328173374612,"n":646,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/ml-explore__mlx.json","source_sha256":"c65a709dae9e5f17b8d9d48c1e073a0d0eb42f3dbe22a5386d47d8be3e16c6ee","fetched_at":"2026-10-19T05:22:21.982423+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/ml-explore__mlx.json","source_sha256":"f24e68431f7a4aec81687fbfa7f4d3c45d7eafcf8a4001e48c52a2e0036a3fd9","fetched_at":"2026-10-27T21:11:35.698194+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/ml-explore__mlx.json","source_sha256":"fc4c2eef618d0cbc911c2bd982556ed55a834a965420993a966df2fdf1512f70","fetched_at":"2026-10-26T14:47:32.317641+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5727,"score":57.269999999999996,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/ml-explore__mlx.json","source_sha256":"e5b04b79b806591c411e6c72d57ec770684cbb55d94147ee955a6129880d6c7c","fetched_at":"2026-10-28T10:22:50.406192+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":94.6667,"score":94.6667,"n":610,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/ml-explore__mlx.json","source_sha256":"c65a709dae9e5f17b8d9d48c1e073a0d0eb42f3dbe22a5386d47d8be3e16c6ee","fetched_at":"2026-10-26T14:47:35.037094+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/ml-explore__mlx.json","source_sha256":"f24e68431f7a4aec81687fbfa7f4d3c45d7eafcf8a4001e48c52a2e0036a3fd9","fetched_at":"2026-10-27T21:11:35.698194+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":0.4751,"score":59.3875,"n":703,"window_start":"2026-04-22T05:22:21.982423+00:00","window_end":"2026-10-19T05:22:21.982423+00:00","method":"primary","source":"raw/pr_window/ml-explore__mlx.json","source_sha256":"c65a709dae9e5f17b8d9d48c1e073a0d0eb42f3dbe22a5386d47d8be3e16c6ee","fetched_at":"2026-10-19T05:22:21.982423+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":22.1694,"score":77.86161701694134,"n":707,"window_start":"2026-04-22T05:22:21.982423+00:00","window_end":"2026-10-19T05:22:21.982423+00:00","method":"primary","source":"raw/pr_window/ml-explore__mlx.json","source_sha256":"c65a709dae9e5f17b8d9d48c1e073a0d0eb42f3dbe22a5386d47d8be3e16c6ee","fetched_at":"2026-10-19T05:22:21.982423+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":374.0158,"score":53.08285163776493,"n":498,"window_start":"2026-04-22T05:22:21.982423+00:00","window_end":"2026-10-19T05:22:21.982423+00:00","method":"primary","source":"raw/pr_window/ml-explore__mlx.json","source_sha256":"c65a709dae9e5f17b8d9d48c1e073a0d0eb42f3dbe22a5386d47d8be3e16c6ee","fetched_at":"2026-10-19T05:22:21.982423+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to ml-explore/mlx got a first human reply in a median of 22.2 hours (707 pull requests, 22 April to 19 October 2026); 5% got none within 14 days.","It ranks 823 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":823,"total":4044,"reason":null},"first_timer":{"rank":null,"total":1904,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":872,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":275,"total":986,"reason":null},"ai_assisted":{"rank":392,"total":4002,"reason":null}},"similar":[{"owner":"wesnoth","name":"wesnoth","rank":814},{"owner":"dragonflydb","name":"dragonfly","rank":818},{"owner":"WebAssembly","name":"wabt","rank":828},{"owner":"luanti-org","name":"luanti","rank":832},{"owner":"radareorg","name":"radare2","rank":835}]},"netease-youdao/LobsterAI":{"detail":{"owner":"netease-youdao","name":"LobsterAI","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"b4ff40b2c81eb44e52fb396f2b4cb538573264d3a996891ee2014bb7a631560a","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.3975,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":16.078360217792,"c_responsiveness":0.45,"p_criticality":null,"c_criticality":0.0,"p_governance":40.0,"c_governance":0.3,"p_rigor":56.13625,"c_rigor":1.0,"p_accessibility":15.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"insufficient_evidence:coverage","first_timer":"insufficient_evidence:coverage","senior_systems":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.535,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.3975,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.335,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.4525,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.3675,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/netease-youdao__LobsterAI.json","source_sha256":"e3b95255113cbfb951ac7edf2a2629a239496444bb614deb75621ab9c6012c26","fetched_at":"2026-10-10T08:38:05.803204+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/netease-youdao__LobsterAI.json","source_sha256":"2b0db951fffc6ab7106a2acd55be7584ef8b821325529fb36028d3e65c751cda","fetched_at":"2026-10-25T23:22:19.381209+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","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":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.6578947368421053,"score":0.0,"n":38,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/netease-youdao__LobsterAI.json","source_sha256":"e90d86b56cbb2ff3d16f999d6155fca57d1697e734d2a7511be1c0510d51d735","fetched_at":"2026-10-19T20:26:27.620691+00:00","unmeasured_reason":null},{"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":"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/netease-youdao__LobsterAI.json","source_sha256":"8502b8c1c0114f4795c0efe286f160e3686cb317ef24ea7216192753ac43200f","fetched_at":"2026-10-09T16:41:55.161615+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","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":"collector_failure"},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":40.0,"score":40.0,"n":917,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/netease-youdao__LobsterAI.json","source_sha256":"e90d86b56cbb2ff3d16f999d6155fca57d1697e734d2a7511be1c0510d51d735","fetched_at":"2026-10-19T20:26:27.620691+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/netease-youdao__LobsterAI.json","source_sha256":"e3b95255113cbfb951ac7edf2a2629a239496444bb614deb75621ab9c6012c26","fetched_at":"2026-10-10T08:38:05.803204+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":0.3103,"score":38.7875,"n":29,"window_start":"2026-04-22T20:26:27.620691+00:00","window_end":"2026-10-19T20:26:27.620691+00:00","method":"primary","source":"raw/pr_window/netease-youdao__LobsterAI.json","source_sha256":"e90d86b56cbb2ff3d16f999d6155fca57d1697e734d2a7511be1c0510d51d735","fetched_at":"2026-10-19T20:26:27.620691+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":98.3778,"score":24.11754032668793,"n":17,"window_start":"2026-04-22T20:26:27.620691+00:00","window_end":"2026-10-19T20:26:27.620691+00:00","method":"primary","source":"raw/pr_window/netease-youdao__LobsterAI.json","source_sha256":"e90d86b56cbb2ff3d16f999d6155fca57d1697e734d2a7511be1c0510d51d735","fetched_at":"2026-10-19T20:26:27.620691+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}]},"NomaDamas/k-skill":{"detail":{"owner":"NomaDamas","name":"k-skill","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"554857c4bfae4fe7f04aebd277d45c5f85c7fed0122b28fbfc3b398f3fd59736","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2771,"tie_group":736,"porchlamp":50.04,"coverage":0.925,"tier":"C","tier_ceiling":null,"quadrant":"Nursery","leverage":38.31,"friction":35.28,"leverage_coverage":1.0,"friction_coverage":0.9,"p_responsiveness":90.744988584475,"c_responsiveness":1.0,"p_criticality":22.536612102586,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":56.479,"c_rigor":1.0,"p_accessibility":21.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":52.1,"coverage":0.95,"tier":"C","rated":true},"balanced":{"porchlamp":50.04,"coverage":0.925,"tier":"C","rated":true},"career_capital":{"porchlamp":43.46,"coverage":0.9,"tier":"C","rated":true},"first_timer":{"porchlamp":53.54,"coverage":0.85,"tier":"C","rated":true},"senior_systems":{"porchlamp":46.47,"coverage":0.975,"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/NomaDamas__k-skill.json","source_sha256":"5f0815908ba635e5e79c7194323786d01b686300942c0cf668f24758c416167f","fetched_at":"2026-10-28T00:10:35.040268+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":13.456937799043063,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/NomaDamas__k-skill.json","source_sha256":"77309cade756cf355fde41b5495ba05d583331d6c660cefaf22f7a86d87ab46f","fetched_at":"2026-10-27T02:19:28.337790+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":6813,"score":18.18734793187348,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__k-skill.json","source_sha256":"041725f02b406e4da3a933a79a0fef8fafc6d2d79e271c8e022d2c237712e3d2","fetched_at":"2026-10-30T12:14:43.569900+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":1.0,"score":100.0,"n":55,"window_start":"2026-04-25T10:58:38.372496+00:00","window_end":"2026-07-24T10:58:38.372496+00:00","method":"primary","source":"raw/pr_window/NomaDamas__k-skill.json","source_sha256":"df6d4a8ed9b9c866b8cfcaf9eceddac9dce3f2446c6b3c023a2c4a1bf591a63b","fetched_at":"2026-10-22T10:58:38.372496+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/NomaDamas__k-skill.json","source_sha256":"40510faa0ebeb5b2314b5b838bd3ad7c440b3fe9edaae2d47a62469b160e6c5b","fetched_at":"2026-10-25T20:29:12.397608+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":1163,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/NomaDamas__k-skill.json","source_sha256":"e4901e25d9c8aa5525d8e9bd3dd4a955d64e24d63fc2aeead7f8fac52b2c374b","fetched_at":"2026-10-28T23:35:00.980513+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.0,"score":100.0,"n":72,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/NomaDamas__k-skill.json","source_sha256":"df6d4a8ed9b9c866b8cfcaf9eceddac9dce3f2446c6b3c023a2c4a1bf591a63b","fetched_at":"2026-10-22T10:58:38.372496+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/NomaDamas__k-skill.json","source_sha256":"5f0815908ba635e5e79c7194323786d01b686300942c0cf668f24758c416167f","fetched_at":"2026-10-28T00:10:35.040268+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.5319,"score":66.48750000000001,"n":47,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/NomaDamas__k-skill.json","source_sha256":"78cadc7fc52fb1eed26d72b20a23c9e7fe802f24e0fe39925b7486ea69a9340f","fetched_at":"2026-10-11T00:03:05.309858+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/NomaDamas__k-skill.json","source_sha256":"e37dcb2ef182290f05a2c4ff44299a9541b310c1c973935386a04e80e63c0a32","fetched_at":"2026-10-27T02:18:59.434535+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3602,"score":36.02,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/NomaDamas__k-skill.json","source_sha256":"01144b3214f142c966d91d01ed48ab7df0a9750a8576b270a2f396824591407b","fetched_at":"2026-10-28T23:35:01.078040+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":23.0725,"score":23.0725,"n":276,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/NomaDamas__k-skill.json","source_sha256":"df6d4a8ed9b9c866b8cfcaf9eceddac9dce3f2446c6b3c023a2c4a1bf591a63b","fetched_at":"2026-10-27T02:19:29.452070+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/NomaDamas__k-skill.json","source_sha256":"5f0815908ba635e5e79c7194323786d01b686300942c0cf668f24758c416167f","fetched_at":"2026-10-28T00:10:35.040268+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":0.5,"score":62.5,"n":76,"window_start":"2026-04-25T10:58:38.372496+00:00","window_end":"2026-10-22T10:58:38.372496+00:00","method":"primary","source":"raw/pr_window/NomaDamas__k-skill.json","source_sha256":"df6d4a8ed9b9c866b8cfcaf9eceddac9dce3f2446c6b3c023a2c4a1bf591a63b","fetched_at":"2026-10-22T10:58:38.372496+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":8.6194,"score":100.0,"n":40,"window_start":"2026-04-25T10:58:38.372496+00:00","window_end":"2026-10-22T10:58:38.372496+00:00","method":"primary","source":"raw/pr_window/NomaDamas__k-skill.json","source_sha256":"df6d4a8ed9b9c866b8cfcaf9eceddac9dce3f2446c6b3c023a2c4a1bf591a63b","fetched_at":"2026-10-22T10:58:38.372496+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":134.8922,"score":74.47488584474885,"n":60,"window_start":"2026-04-25T10:58:38.372496+00:00","window_end":"2026-10-22T10:58:38.372496+00:00","method":"primary","source":"raw/pr_window/NomaDamas__k-skill.json","source_sha256":"df6d4a8ed9b9c866b8cfcaf9eceddac9dce3f2446c6b3c023a2c4a1bf591a63b","fetched_at":"2026-10-22T10:58:38.372496+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to NomaDamas/k-skill got a first human reply in a median of 8.6 hours (40 pull requests, 25 April to 22 October 2026); 0% got none within 14 days.","It ranks 2,771 of 4,044 overall.","For first-time contributors it ranks 1,294 of 1,904 (the bottom 33%)."],"standings":{"balanced":{"rank":2771,"total":4044,"reason":null},"first_timer":{"rank":1294,"total":1904,"reason":null},"career_capital":{"rank":null,"total":872,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":986,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":2577,"total":4002,"reason":null}},"similar":[{"owner":"copy","name":"v86","rank":2764},{"owner":"pbakaus","name":"impeccable","rank":2768},{"owner":"loopbackio","name":"loopback-next","rank":2769},{"owner":"bpmn-io","name":"bpmn-js","rank":2776},{"owner":"pqoqubbw","name":"icons","rank":2777}]},"open-policy-agent/gatekeeper":{"detail":{"owner":"open-policy-agent","name":"gatekeeper","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"e5223bb5663c62c1a6a4c4a82484ef5751bcac162760012bd06934cc4be087fc","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1423,"tie_group":349,"porchlamp":58.82,"coverage":0.925,"tier":"B","tier_ceiling":null,"quadrant":"Sweet Spot","leverage":66.03,"friction":45.44,"leverage_coverage":1.0,"friction_coverage":0.9,"p_responsiveness":56.413167913573,"c_responsiveness":1.0,"p_criticality":57.936749262537,"c_criticality":1.0,"p_governance":64.5,"c_governance":1.0,"p_rigor":80.5225,"c_rigor":1.0,"p_accessibility":35.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold"},"persona_composites":{"ai_assisted":{"porchlamp":64.23,"coverage":0.95,"tier":"B","rated":true},"balanced":{"porchlamp":58.82,"coverage":0.925,"tier":"B","rated":true},"career_capital":{"porchlamp":56.29,"coverage":0.9,"tier":"B","rated":true},"first_timer":{"porchlamp":53.77,"coverage":0.85,"tier":"C","rated":true},"senior_systems":{"porchlamp":62.72,"coverage":0.975,"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/open-policy-agent__gatekeeper.json","source_sha256":"bd33850ae774737bf16b058e3ee85eec5a6bcd8017c20a7b993711281f64d6c4","fetched_at":"2026-10-28T02:20:12.168086+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":52,"score":66.90265486725664,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/open-policy-agent__gatekeeper.json","source_sha256":"e3db45370b2c2b2758b0acb2fcf135132ee0bbe36c9f5e68012cab916cade9af","fetched_at":"2026-10-27T13:51:09.765914+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":0.875,"score":100.0,"n":48,"window_start":"2026-04-25T18:57:06.370639+00:00","window_end":"2026-07-24T18:57:06.370639+00:00","method":"primary","source":"raw/pr_window/open-policy-agent__gatekeeper.json","source_sha256":"98848e2b80c8ad5ed94bd0ceae0152cef6112f3d57401598a164e131075c94c2","fetched_at":"2026-10-22T18:57:06.370639+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/open-policy-agent__gatekeeper.json","source_sha256":"01709516bea7f7767b3dc46d60a7b3bced74dfe963133f0754fd432c868ca957","fetched_at":"2026-10-26T07:27:59.476036+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":125,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/open-policy-agent__gatekeeper.json","source_sha256":"3f7e7662a9dbe6b2b3e762e59e6d1ff90a45ebfe4bc1836ab9cad8aceba2ae60","fetched_at":"2026-10-29T11:06:52.345417+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.2696629213483146,"score":46.06741573033708,"n":89,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/open-policy-agent__gatekeeper.json","source_sha256":"98848e2b80c8ad5ed94bd0ceae0152cef6112f3d57401598a164e131075c94c2","fetched_at":"2026-10-22T18:57:06.370639+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"FOUNDATION_CLA","score":75.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/open-policy-agent__gatekeeper.json","source_sha256":"bd33850ae774737bf16b058e3ee85eec5a6bcd8017c20a7b993711281f64d6c4","fetched_at":"2026-10-28T02:20:12.168086+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.6667,"score":83.33749999999999,"n":27,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/open-policy-agent__gatekeeper.json","source_sha256":"804682c95e5014cba6c32aaed4fedec2d5c3f1e53f0a35bdd4e37356fc032a02","fetched_at":"2026-10-11T02:52:18.022640+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":"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/open-policy-agent__gatekeeper.json","source_sha256":"775ca08a75445001aad54d7fd0c9b2596fd7404c0974e4fb40393db12fc81218","fetched_at":"2026-10-27T13:51:02.273633+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4769,"score":47.69,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/open-policy-agent__gatekeeper.json","source_sha256":"720fee86cb86f2dea0a4be44aedcfc8bc9ead6604c094e6f3531ee00afd712b8","fetched_at":"2026-10-29T11:06:52.389722+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":94.0,"score":94.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/open-policy-agent__gatekeeper.json","source_sha256":"fbb5d7ecf352e2d15f78e908fb489cf7cc54b6ec476030f737edf63eaf55bd92","fetched_at":"2026-10-30T14:55:00.346164+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/open-policy-agent__gatekeeper.json","source_sha256":"bd33850ae774737bf16b058e3ee85eec5a6bcd8017c20a7b993711281f64d6c4","fetched_at":"2026-10-28T02:20:12.168086+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":0.3846,"score":48.075,"n":78,"window_start":"2026-04-25T18:57:06.370639+00:00","window_end":"2026-10-22T18:57:06.370639+00:00","method":"primary","source":"raw/pr_window/open-policy-agent__gatekeeper.json","source_sha256":"98848e2b80c8ad5ed94bd0ceae0152cef6112f3d57401598a164e131075c94c2","fetched_at":"2026-10-22T18:57:06.370639+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":108.7481,"score":20.502902897792936,"n":93,"window_start":"2026-04-25T18:57:06.370639+00:00","window_end":"2026-10-22T18:57:06.370639+00:00","method":"primary","source":"raw/pr_window/open-policy-agent__gatekeeper.json","source_sha256":"98848e2b80c8ad5ed94bd0ceae0152cef6112f3d57401598a164e131075c94c2","fetched_at":"2026-10-22T18:57:06.370639+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":1049.6731,"score":16.846846846846844,"n":71,"window_start":"2026-04-25T18:57:06.370639+00:00","window_end":"2026-10-22T18:57:06.370639+00:00","method":"primary","source":"raw/pr_window/open-policy-agent__gatekeeper.json","source_sha256":"98848e2b80c8ad5ed94bd0ceae0152cef6112f3d57401598a164e131075c94c2","fetched_at":"2026-10-22T18:57:06.370639+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to open-policy-agent/gatekeeper got a first human reply in a median of 4.5 days (93 pull requests, 25 April to 22 October 2026); 27% got none within 14 days.","It ranks 1,423 of 4,044 overall.","For first-time contributors it ranks 1,285 of 1,904 (the bottom 33%)."],"standings":{"balanced":{"rank":1423,"total":4044,"reason":null},"first_timer":{"rank":1285,"total":1904,"reason":null},"career_capital":{"rank":null,"total":872,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":476,"total":986,"reason":null},"ai_assisted":{"rank":876,"total":4002,"reason":null}},"similar":[{"owner":"jenkins-x","name":"jx","rank":1405},{"owner":"ariga","name":"atlas","rank":1414},{"owner":"containerd","name":"nerdctl","rank":1418},{"owner":"getlago","name":"lago","rank":1436},{"owner":"hashicorp","name":"consul","rank":1442}]},"pantsel/konga":{"detail":{"owner":"pantsel","name":"konga","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"a15dd8dcf413d6100b9d6c204521fecf939b03ad5c8a75f60471c6db76106883","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":[]},"PufferAI/PufferLib":{"detail":{"owner":"PufferAI","name":"PufferLib","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"da0bff86969b728bbe444bce53a984fa897b5d645338f5cd503f343a22dbaaf6","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":[]},"rkt/rkt":{"detail":{"owner":"rkt","name":"rkt","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"8a9e0cbdc7a1ff47b2a9936023b280ad89d4e2ff9ac4f3e1091e5fbea0ab2b2a","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":[]},"Shawn-Shan/fawkes":{"detail":{"owner":"Shawn-Shan","name":"fawkes","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"4e88fa4bfdcd765c77009e77cea42fa3584d60604e6f21ed1d2a9b9a618931f3","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":[]},"shuzijun/leetcode-editor":{"detail":{"owner":"shuzijun","name":"leetcode-editor","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"0ded13620919acbac2cbb5e148f85723004bcd5ada6f5c9c9938c252c10746e5","eligible":false,"gate_reason":"unrated: no_external_workflow","rated":false,"unrated_reason":"unrated: no_external_workflow","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"unrated: no_external_workflow","career_capital":"unrated: no_external_workflow","first_timer":"unrated: no_external_workflow","senior_systems":"unrated: no_external_workflow"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"Significant-Gravitas/AutoGPT":{"detail":{"owner":"Significant-Gravitas","name":"AutoGPT","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"939d66789d4ff552b37a9bdbd25a673e053ea3a0e24d6c62fa5dd1737ff864b6","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2589,"tie_group":682,"porchlamp":51.42,"coverage":0.815,"tier":"C","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":51.62,"friction":47.99,"leverage_coverage":0.675,"friction_coverage":0.97,"p_responsiveness":59.678556690002,"c_responsiveness":1.0,"p_criticality":55.72,"c_criticality":0.35,"p_governance":47.5,"c_governance":1.0,"p_rigor":47.5263,"c_rigor":1.0,"p_accessibility":39.595294117647,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"high_barrier_to_entry","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":50.8,"coverage":0.855,"tier":"C","rated":true},"balanced":{"porchlamp":51.42,"coverage":0.815,"tier":"C","rated":true},"career_capital":{"porchlamp":51.23,"coverage":0.7425,"tier":"C","rated":true},"first_timer":{"porchlamp":50.22,"coverage":0.89,"tier":"C","rated":true},"senior_systems":{"porchlamp":51.81,"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/Significant-Gravitas__AutoGPT.json","source_sha256":"0b15f50c40a9fb3bf66b05c7965a12015d79d7e5a23877912ceb8663ef774414","fetched_at":"2026-10-27T19:07:35.314554+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":0.8871,"score":100.0,"n":248,"window_start":"2026-04-27T17:41:20.828054+00:00","window_end":"2026-07-26T17:41:20.828054+00:00","method":"primary","source":"raw/pr_window/Significant-Gravitas__AutoGPT.json","source_sha256":"c64e0ecbd1858be8d9ad7cc7ab911f7a1fae1b022cd8a1ac6794d0c7f3f78af7","fetched_at":"2026-10-24T17:41:20.828054+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":14,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/Significant-Gravitas__AutoGPT.json","source_sha256":"fcd9653ccc1194dbc87808a6285cfe25ab78062f8ac2d502600e74b069671ef7","fetched_at":"2026-10-24T19:11:38.414279+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":2683,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/Significant-Gravitas__AutoGPT.json","source_sha256":"87dabe7d0b2dd2022f20c14ebe2511ac2f7474fc309f1dec246fc23ed6a93fb9","fetched_at":"2026-10-28T04:26:49.871230+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.22448979591836735,"score":55.10204081632653,"n":196,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/Significant-Gravitas__AutoGPT.json","source_sha256":"c64e0ecbd1858be8d9ad7cc7ab911f7a1fae1b022cd8a1ac6794d0c7f3f78af7","fetched_at":"2026-10-24T17:41:20.828054+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/Significant-Gravitas__AutoGPT.json","source_sha256":"0b15f50c40a9fb3bf66b05c7965a12015d79d7e5a23877912ceb8663ef774414","fetched_at":"2026-10-27T19:07:35.314554+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.2745,"score":34.3125,"n":51,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Significant-Gravitas__AutoGPT.json","source_sha256":"c2108e56791b0e27f820c595b986520a3bf9cf667b77b5eb15ed0c84ac2af288","fetched_at":"2026-10-30T05:33:13.750336+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.2308,"score":46.160000000000004,"n":13,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Significant-Gravitas__AutoGPT.json","source_sha256":"c2108e56791b0e27f820c595b986520a3bf9cf667b77b5eb15ed0c84ac2af288","fetched_at":"2026-10-30T05:33:13.750336+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/Significant-Gravitas__AutoGPT.json","source_sha256":"e934be7cbead457f18c75fb4036ffba67b0d88d87ee4c7ca79b18881f96014a4","fetched_at":"2026-10-26T10:30:50.863737+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5572,"score":55.720000000000006,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/Significant-Gravitas__AutoGPT.json","source_sha256":"b0b8c93bcd0de73cc7de0c81be7ceeeb3bf475ae36892d14106195cbed0ff02e","fetched_at":"2026-10-28T04:26:49.969895+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":24.822,"score":24.822,"n":631,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/Significant-Gravitas__AutoGPT.json","source_sha256":"c64e0ecbd1858be8d9ad7cc7ab911f7a1fae1b022cd8a1ac6794d0c7f3f78af7","fetched_at":"2026-10-26T10:30:57.004683+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"VERIFIED","score":100.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Significant-Gravitas__AutoGPT.json","source_sha256":"0b15f50c40a9fb3bf66b05c7965a12015d79d7e5a23877912ceb8663ef774414","fetched_at":"2026-10-27T19:07:35.314554+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":0.2426,"score":30.325000000000003,"n":202,"window_start":"2026-04-27T17:41:20.828054+00:00","window_end":"2026-10-24T17:41:20.828054+00:00","method":"primary","source":"raw/pr_window/Significant-Gravitas__AutoGPT.json","source_sha256":"c64e0ecbd1858be8d9ad7cc7ab911f7a1fae1b022cd8a1ac6794d0c7f3f78af7","fetched_at":"2026-10-24T17:41:20.828054+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":52.1189,"score":47.03069426331826,"n":127,"window_start":"2026-04-27T17:41:20.828054+00:00","window_end":"2026-10-24T17:41:20.828054+00:00","method":"primary","source":"raw/pr_window/Significant-Gravitas__AutoGPT.json","source_sha256":"c64e0ecbd1858be8d9ad7cc7ab911f7a1fae1b022cd8a1ac6794d0c7f3f78af7","fetched_at":"2026-10-24T17:41:20.828054+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":329.3081,"score":54.41542288557214,"n":402,"window_start":"2026-04-27T17:41:20.828054+00:00","window_end":"2026-10-24T17:41:20.828054+00:00","method":"primary","source":"raw/pr_window/Significant-Gravitas__AutoGPT.json","source_sha256":"c64e0ecbd1858be8d9ad7cc7ab911f7a1fae1b022cd8a1ac6794d0c7f3f78af7","fetched_at":"2026-10-24T17:41:20.828054+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to Significant-Gravitas/AutoGPT got a first human reply in a median of 2.2 days (127 pull requests, 27 April to 24 October 2026); 22% got none within 14 days.","It ranks 2,589 of 4,044 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":2589,"total":4044,"reason":null},"first_timer":{"rank":null,"total":1904,"reason":"This repository does not show a low enough barrier for a first-time contributor."},"career_capital":{"rank":null,"total":872,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":986,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":2754,"total":4002,"reason":null}},"similar":[{"owner":"D4Vinci","name":"Scrapling","rank":2582},{"owner":"arc53","name":"DocsGPT","rank":2585},{"owner":"invoke-ai","name":"InvokeAI","rank":2588},{"owner":"kivy","name":"python-for-android","rank":2593},{"owner":"MervinPraison","name":"PraisonAI","rank":2599}]},"sindresorhus/p-queue":{"detail":{"owner":"sindresorhus","name":"p-queue","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"cdc9f88b8f4646d11b889ff4fb8a834558d632ecde5a396f8a2db1e4a0363a12","eligible":false,"gate_reason":"unrated: no_external_workflow","rated":false,"unrated_reason":"unrated: no_external_workflow","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"unrated: no_external_workflow","career_capital":"unrated: no_external_workflow","first_timer":"unrated: no_external_workflow","senior_systems":"unrated: no_external_workflow"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"smogon/pokemon-showdown":{"detail":{"owner":"smogon","name":"pokemon-showdown","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"8c310b0ea48e2cbfa9da871846489a4f0dd44e710b3ea32e7c24d8d6b64e5122","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1782,"tie_group":452,"porchlamp":56.59,"coverage":0.875,"tier":"B","tier_ceiling":"A","quadrant":"Nursery","leverage":46.73,"friction":27.97,"leverage_coverage":1.0,"friction_coverage":0.8,"p_responsiveness":89.611118137713,"c_responsiveness":0.8,"p_criticality":34.492833147068,"c_criticality":1.0,"p_governance":76.75,"c_governance":1.0,"p_rigor":47.12125,"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"},"persona_composites":{"ai_assisted":{"porchlamp":54.93,"coverage":0.91,"tier":"C","rated":true},"balanced":{"porchlamp":56.59,"coverage":0.875,"tier":"B","rated":true},"career_capital":{"porchlamp":50.42,"coverage":0.86,"tier":"C","rated":true},"first_timer":{"porchlamp":57.34,"coverage":0.78,"tier":"B","rated":true},"senior_systems":{"porchlamp":55.18,"coverage":0.945,"tier":"B","rated":true}},"suspicion":["ef_domain_mismatch"],"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/smogon__pokemon-showdown.json","source_sha256":"4e5f58b5ec60614b32415740bdd9b9024befefe366405b3468b6d0920e159c01","fetched_at":"2026-10-28T00:59:21.655254+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":4,"score":35.70574162679426,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/smogon__pokemon-showdown.json","source_sha256":"690128358ca4718e986d2eae1d173fc6bc9cb8607dd7a390022b39748a37850a","fetched_at":"2026-10-27T06:22:28.833201+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":15448,"score":23.54014598540146,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__pokemon-showdown.json","source_sha256":"39f5d50b75f5b8c4a0aed257d6cc7898e9f32e5ec14d0f3fab112e3d133e861b","fetched_at":"2026-10-30T13:10:20.163830+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.7895,"score":98.6875,"n":95,"window_start":"2026-04-22T21:38:41.084689+00:00","window_end":"2026-07-21T21:38:41.084689+00:00","method":"primary","source":"raw/pr_window/smogon__pokemon-showdown.json","source_sha256":"91c7b124b271dd800187bb5a67d7a88ad758231567911458d0c7b804c493e02b","fetched_at":"2026-10-19T21:38:41.084689+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/smogon__pokemon-showdown.json","source_sha256":"abb8862bb39766a69608406e88bc0f3bd5c9d465035331b18afae2d4b2e86d43","fetched_at":"2026-10-25T23:46:41.644592+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":4,"score":100.0,"n":867,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/smogon__pokemon-showdown.json","source_sha256":"0f91d37bc89860b869d93963ab1a8e135d8b98ddb9abf21d8774424ed378b0f1","fetched_at":"2026-10-29T05:40:38.309788+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.15757575757575756,"score":68.48484848484848,"n":165,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/smogon__pokemon-showdown.json","source_sha256":"91c7b124b271dd800187bb5a67d7a88ad758231567911458d0c7b804c493e02b","fetched_at":"2026-10-19T21:38:41.084689+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/smogon__pokemon-showdown.json","source_sha256":"4e5f58b5ec60614b32415740bdd9b9024befefe366405b3468b6d0920e159c01","fetched_at":"2026-10-28T00:59:21.655254+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/smogon__pokemon-showdown.json","source_sha256":"d813cd176cea8707805f2f10ab52e754ac64c9feed3e8a65fdf808604cacac31","fetched_at":"2026-10-27T06:22:15.139597+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4093,"score":40.93,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/smogon__pokemon-showdown.json","source_sha256":"10649ffbbe273d3f9dfe31f35eb80857834a8308866cbcbe8cc3ade0056f95df","fetched_at":"2026-10-29T05:40:38.372100+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":70.0,"score":70.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/smogon__pokemon-showdown.json","source_sha256":"708ba452453e6ab231d35fcfcdcfce61bc2a25a9eb3316b77f3ca21702bad0cd","fetched_at":"2026-10-30T13:10:18.895601+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/smogon__pokemon-showdown.json","source_sha256":"4e5f58b5ec60614b32415740bdd9b9024befefe366405b3468b6d0920e159c01","fetched_at":"2026-10-28T00:59:21.655254+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":0.1899,"score":23.7375,"n":158,"window_start":"2026-04-22T21:38:41.084689+00:00","window_end":"2026-10-19T21:38:41.084689+00:00","method":"primary","source":"raw/pr_window/smogon__pokemon-showdown.json","source_sha256":"91c7b124b271dd800187bb5a67d7a88ad758231567911458d0c7b804c493e02b","fetched_at":"2026-10-19T21:38:41.084689+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":5.4544,"score":100.0,"n":55,"window_start":"2026-04-22T21:38:41.084689+00:00","window_end":"2026-10-19T21:38:41.084689+00:00","method":"primary","source":"raw/pr_window/smogon__pokemon-showdown.json","source_sha256":"91c7b124b271dd800187bb5a67d7a88ad758231567911458d0c7b804c493e02b","fetched_at":"2026-10-19T21:38:41.084689+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":170.5542,"score":67.44292237442923,"n":124,"window_start":"2026-04-22T21:38:41.084689+00:00","window_end":"2026-10-19T21:38:41.084689+00:00","method":"primary","source":"raw/pr_window/smogon__pokemon-showdown.json","source_sha256":"91c7b124b271dd800187bb5a67d7a88ad758231567911458d0c7b804c493e02b","fetched_at":"2026-10-19T21:38:41.084689+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to smogon/pokemon-showdown got a first human reply in a median of 5.5 hours (55 pull requests, 22 April to 19 October 2026); 16% got none within 14 days.","It ranks 1,782 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1782,"total":4044,"reason":null},"first_timer":{"rank":null,"total":1904,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":872,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":734,"total":986,"reason":null},"ai_assisted":{"rank":2165,"total":4002,"reason":null}},"similar":[{"owner":"adaltas","name":"node-csv","rank":1773},{"owner":"obgnail","name":"typora_plugin","rank":1778},{"owner":"OutlineFoundation","name":"outline-apps","rank":1780},{"owner":"mqttjs","name":"MQTT.js","rank":1785},{"owner":"Floorp-Projects","name":"Floorp","rank":1791}]},"snail007/goproxy":{"detail":{"owner":"snail007","name":"goproxy","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"83cbe5514611b581d7acc3be79c114a08a590f76cc0a066b602c7a1ae71a1a31","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":[]},"steipete/summarize":{"detail":{"owner":"steipete","name":"summarize","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"3543ecaa43e82485ea638fd24c42ce67e0e2eb6f937594e828ed4e5e70304f24","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2153,"tie_group":565,"porchlamp":54.24,"coverage":1.0,"tier":"C","tier_ceiling":null,"quadrant":"Nursery","leverage":41.21,"friction":33.45,"leverage_coverage":1.0,"friction_coverage":1.0,"p_responsiveness":79.700151581544,"c_responsiveness":1.0,"p_criticality":25.444984365359,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":61.29312,"c_rigor":1.0,"p_accessibility":57.749,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":55.83,"coverage":1.0,"tier":"B","rated":true},"balanced":{"porchlamp":54.24,"coverage":1.0,"tier":"C","rated":true},"career_capital":{"porchlamp":50.1,"coverage":1.0,"tier":"C","rated":true},"first_timer":{"porchlamp":61.47,"coverage":1.0,"tier":"B","rated":true},"senior_systems":{"porchlamp":48.63,"coverage":1.0,"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/steipete__summarize.json","source_sha256":"bedf870bd51394ce6053d59a091a28f120c7df0ce83bed4918a8b029b51c378e","fetched_at":"2026-10-28T00:32:06.929843+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":13.456937799043063,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/steipete__summarize.json","source_sha256":"5e9ea04f89b2fd9d979a34090c28d1b95f689d11bed24849377e7314e3e015d1","fetched_at":"2026-10-27T04:19:19.761516+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":14980,"score":23.29683698296837,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__summarize.json","source_sha256":"cd71d186b5ae07640f7e511631d549ed09c021f7609ca8078e9fec37b6d285fc","fetched_at":"2026-10-30T12:39:43.160037+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":1.0,"score":100.0,"n":38,"window_start":"2026-04-22T14:06:55.621643+00:00","window_end":"2026-07-21T14:06:55.621643+00:00","method":"primary","source":"raw/pr_window/steipete__summarize.json","source_sha256":"6edc8c150cdaa887548d47dbfb88539c9b54bdcca99ec7897dc7428b9ffb2793","fetched_at":"2026-10-19T14:06:55.621643+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/steipete__summarize.json","source_sha256":"80270a0c8443c1952f16ae8c76c34a5ca6abce95223c84c3cd346826b593ea95","fetched_at":"2026-10-25T21:58:25.501666+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":2246,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/steipete__summarize.json","source_sha256":"051d895017a613cd9d752794641a06202a82211013e1e78fae6d1d3bf31b1d98","fetched_at":"2026-10-29T03:43:24.065140+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.018518518518518517,"score":96.29629629629629,"n":54,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/steipete__summarize.json","source_sha256":"6edc8c150cdaa887548d47dbfb88539c9b54bdcca99ec7897dc7428b9ffb2793","fetched_at":"2026-10-19T14:06:55.621643+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/steipete__summarize.json","source_sha256":"bedf870bd51394ce6053d59a091a28f120c7df0ce83bed4918a8b029b51c378e","fetched_at":"2026-10-28T00:32:06.929843+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.7455,"score":93.1875,"n":55,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/steipete__summarize.json","source_sha256":"7b08896d4680f3a450b9b050c6b8ed24a9e63e23eab7bf838d7279d003d4c7cd","fetched_at":"2026-10-11T00:43:32.352283+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.6316,"score":100.0,"n":19,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/steipete__summarize.json","source_sha256":"7b08896d4680f3a450b9b050c6b8ed24a9e63e23eab7bf838d7279d003d4c7cd","fetched_at":"2026-10-11T00:43:32.352283+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/steipete__summarize.json","source_sha256":"4efa39e2cb4ea04d9ac77329da1e2b9fa16428260d8f04edf0f649f74111f1f8","fetched_at":"2026-10-27T04:19:15.803340+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4068,"score":40.68,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/steipete__summarize.json","source_sha256":"337874fcc1151be24764902441ca0cc7660326ff1257b6b27f4b1b88b9863df4","fetched_at":"2026-10-29T03:43:24.178714+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":35.1078,"score":35.1078,"n":272,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/steipete__summarize.json","source_sha256":"6edc8c150cdaa887548d47dbfb88539c9b54bdcca99ec7897dc7428b9ffb2793","fetched_at":"2026-10-27T04:19:21.512018+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/steipete__summarize.json","source_sha256":"bedf870bd51394ce6053d59a091a28f120c7df0ce83bed4918a8b029b51c378e","fetched_at":"2026-10-28T00:32:06.929843+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.3333,"score":66.66,"n":12,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/steipete__summarize.json","source_sha256":"7b08896d4680f3a450b9b050c6b8ed24a9e63e23eab7bf838d7279d003d4c7cd","fetched_at":"2026-10-11T00:43:32.352283+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.5,"score":62.5,"n":80,"window_start":"2026-04-22T14:06:55.621643+00:00","window_end":"2026-10-19T14:06:55.621643+00:00","method":"primary","source":"raw/pr_window/steipete__summarize.json","source_sha256":"6edc8c150cdaa887548d47dbfb88539c9b54bdcca99ec7897dc7428b9ffb2793","fetched_at":"2026-10-19T14:06:55.621643+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":43.2233,"score":53.780629574199104,"n":42,"window_start":"2026-04-22T14:06:55.621643+00:00","window_end":"2026-10-19T14:06:55.621643+00:00","method":"primary","source":"raw/pr_window/steipete__summarize.json","source_sha256":"6edc8c150cdaa887548d47dbfb88539c9b54bdcca99ec7897dc7428b9ffb2793","fetched_at":"2026-10-19T14:06:55.621643+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":259.7536,"score":54.84018264840183,"n":69,"window_start":"2026-04-22T14:06:55.621643+00:00","window_end":"2026-10-19T14:06:55.621643+00:00","method":"primary","source":"raw/pr_window/steipete__summarize.json","source_sha256":"6edc8c150cdaa887548d47dbfb88539c9b54bdcca99ec7897dc7428b9ffb2793","fetched_at":"2026-10-19T14:06:55.621643+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to steipete/summarize got a first human reply in a median of 43.2 hours (42 pull requests, 22 April to 19 October 2026); 2% got none within 14 days.","It ranks 2,153 of 4,044 overall.","For first-time contributors it ranks 782 of 1,904 (the top 42%)."],"standings":{"balanced":{"rank":2153,"total":4044,"reason":null},"first_timer":{"rank":782,"total":1904,"reason":null},"career_capital":{"rank":null,"total":872,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":986,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":2041,"total":4002,"reason":null}},"similar":[{"owner":"anyproto","name":"anytype-ts","rank":2145},{"owner":"kysely-org","name":"kysely","rank":2147},{"owner":"rybbit-io","name":"rybbit","rank":2151},{"owner":"SilentVoid13","name":"Templater","rank":2157},{"owner":"beekeeper-studio","name":"beekeeper-studio","rank":2163}]},"streadway/amqp":{"detail":{"owner":"streadway","name":"amqp","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"ca01d208431e2c37e7ee71b80df486b849a6eb96e43f954d49d739bbe2c98fe9","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":[]},"taikoxyz/taiko-mono":{"detail":{"owner":"taikoxyz","name":"taiko-mono","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"0823c60def4aa93396fe392b035f23c33f8eaf991ab8126c4b0f64c2511b54d6","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1481,"tie_group":null,"porchlamp":58.5,"coverage":0.65,"tier":"B","tier_ceiling":"B","quadrant":"Sweet Spot","leverage":57.09,"friction":36.27,"leverage_coverage":0.675,"friction_coverage":0.675,"p_responsiveness":83.519972451791,"c_responsiveness":0.55,"p_criticality":52.25,"c_criticality":0.35,"p_governance":59.25,"c_governance":1.0,"p_rigor":63.71054,"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":60.44,"coverage":0.73,"tier":"B","rated":true},"balanced":{"porchlamp":58.5,"coverage":0.65,"tier":"B","rated":true},"career_capital":{"porchlamp":null,"coverage":0.5825,"tier":null,"rated":false},"first_timer":{"porchlamp":56.02,"coverage":0.6275,"tier":"B","rated":true},"senior_systems":{"porchlamp":59.42,"coverage":0.68,"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/taikoxyz__taiko-mono.json","source_sha256":"d24d0c511445bec1279f2d8172ef48980017092158e1935cc6b7f9d55047df02","fetched_at":"2026-10-28T02:05:36.027739+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":11,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/taikoxyz__taiko-mono.json","source_sha256":"ac80224f96a105efd39f450a78025d01c3d4cc27e3df8a14eccbb5343f9f2272","fetched_at":"2026-10-26T05:57:28.708434+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":875,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/taikoxyz__taiko-mono.json","source_sha256":"1582aabdc89d4a98d97d4db5fcb284bed557c00f0520b7ca360f76d9fa7e2531","fetched_at":"2026-10-29T10:07:15.733228+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.12,"score":76.0,"n":150,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/taikoxyz__taiko-mono.json","source_sha256":"f0697d900fd90d7f964bd3824ae050a384c402b83b2c12acdd234df3cb9f8654","fetched_at":"2026-10-22T16:51:50.698405+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/taikoxyz__taiko-mono.json","source_sha256":"d24d0c511445bec1279f2d8172ef48980017092158e1935cc6b7f9d55047df02","fetched_at":"2026-10-28T02:05:36.027739+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/taikoxyz__taiko-mono.json","source_sha256":"d7b10f4dfb1a177c54b5d6d718114a9c25f3e4c8eba824932d68d59eb8f086ea","fetched_at":"2026-10-27T12:22:32.799448+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5225,"score":52.25,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/taikoxyz__taiko-mono.json","source_sha256":"453040c6141c9d5c76c9811f66af989dfb541f8ea5b68b25e8d37ba32dc44484","fetched_at":"2026-10-29T10:07:15.821174+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":60.6326,"score":60.6326,"n":411,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/taikoxyz__taiko-mono.json","source_sha256":"f0697d900fd90d7f964bd3824ae050a384c402b83b2c12acdd234df3cb9f8654","fetched_at":"2026-10-27T12:22:36.454819+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/taikoxyz__taiko-mono.json","source_sha256":"d24d0c511445bec1279f2d8172ef48980017092158e1935cc6b7f9d55047df02","fetched_at":"2026-10-28T02:05:36.027739+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":0.2922,"score":36.525,"n":154,"window_start":"2026-04-25T16:51:50.698405+00:00","window_end":"2026-10-22T16:51:50.698405+00:00","method":"primary","source":"raw/pr_window/taikoxyz__taiko-mono.json","source_sha256":"f0697d900fd90d7f964bd3824ae050a384c402b83b2c12acdd234df3cb9f8654","fetched_at":"2026-10-22T16:51:50.698405+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":0.9186,"score":100.0,"n":145,"window_start":"2026-04-25T16:51:50.698405+00:00","window_end":"2026-10-22T16:51:50.698405+00:00","method":"primary","source":"raw/pr_window/taikoxyz__taiko-mono.json","source_sha256":"f0697d900fd90d7f964bd3824ae050a384c402b83b2c12acdd234df3cb9f8654","fetched_at":"2026-10-22T16:51:50.698405+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":336.3728,"score":45.359848484848484,"n":125,"window_start":"2026-04-25T16:51:50.698405+00:00","window_end":"2026-10-22T16:51:50.698405+00:00","method":"primary","source":"raw/pr_window/taikoxyz__taiko-mono.json","source_sha256":"f0697d900fd90d7f964bd3824ae050a384c402b83b2c12acdd234df3cb9f8654","fetched_at":"2026-10-22T16:51:50.698405+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to taikoxyz/taiko-mono got a first human reply in a median of 55 minutes (145 pull requests, 25 April to 22 October 2026); 12% got none within 14 days.","It ranks 1,481 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1481,"total":4044,"reason":null},"first_timer":{"rank":null,"total":1904,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":872,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":986,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":1367,"total":4002,"reason":null}},"similar":[{"owner":"lycheeverse","name":"lychee","rank":1476},{"owner":"linebender","name":"resvg","rank":1478},{"owner":"moonrepo","name":"moon","rank":1488},{"owner":"trifectatechfoundation","name":"sudo-rs","rank":1495},{"owner":"gitbutlerapp","name":"gitbutler","rank":1498}]},"taskflow/taskflow":{"detail":{"owner":"taskflow","name":"taskflow","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"3e0cfd6b6d871a89f1cdd40972adbd59dd198a7fc6076246db46d84fc017f3ae","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2566,"tie_group":675,"porchlamp":51.58,"coverage":0.8175,"tier":"C","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":51.23,"friction":45.8,"leverage_coverage":0.91,"friction_coverage":0.725,"p_responsiveness":49.432669663884,"c_responsiveness":0.45,"p_criticality":45.25,"c_criticality":1.0,"p_governance":68.0,"c_governance":1.0,"p_rigor":50.0,"c_rigor":0.7,"p_accessibility":45.397255,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold"},"persona_composites":{"ai_assisted":{"porchlamp":51.18,"coverage":0.785,"tier":"C","rated":true},"balanced":{"porchlamp":51.58,"coverage":0.8175,"tier":"C","rated":true},"career_capital":{"porchlamp":50.0,"coverage":0.86,"tier":"C","rated":true},"first_timer":{"porchlamp":50.65,"coverage":0.7775,"tier":"C","rated":true},"senior_systems":{"porchlamp":52.52,"coverage":0.8575,"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/taskflow__taskflow.json","source_sha256":"833501cbe3eae9b3692f4ed9dcd100a1156923fa3538b8fdcd43fce8945d0fdb","fetched_at":"2026-10-27T22:49:16.845040+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":1.5417,"score":1.5417,"n":15,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/taskflow__taskflow.json","source_sha256":"f52d5cd756f77e2da8e464c5bc766cfe1aaf9f898e6578ec9864fa44c89db643","fetched_at":"2026-10-25T02:54:51.663610+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":279,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/taskflow__taskflow.json","source_sha256":"ace5c3615a231b9e1964d4d3de9f9859ddb978368c53b4f8cd822ace20fffa4d","fetched_at":"2026-10-28T18:43:33.819032+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.6428571428571429,"score":0.0,"n":14,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/taskflow__taskflow.json","source_sha256":"9c297cdfe0d7f42123623399033f527ddf6ef57a7d3dae656ab1dc4b538f7254","fetched_at":"2026-10-19T10:26:34.109452+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/taskflow__taskflow.json","source_sha256":"833501cbe3eae9b3692f4ed9dcd100a1156923fa3538b8fdcd43fce8945d0fdb","fetched_at":"2026-10-27T22:49:16.845040+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":1.0,"score":100.0,"n":9,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/taskflow__taskflow.json","source_sha256":"715538181f9c4d6df57e709d0a20e90fde1d939bd6f4bd1aa8e83186caeb495c","fetched_at":"2026-10-10T21:59:25.768216+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.9,"score":100.0,"n":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/taskflow__taskflow.json","source_sha256":"715538181f9c4d6df57e709d0a20e90fde1d939bd6f4bd1aa8e83186caeb495c","fetched_at":"2026-10-10T21:59:25.768216+00:00","unmeasured_reason":null},{"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/taskflow__taskflow.json","source_sha256":"c7024f0b4f2a15dcbd540a8b89fcea7b7ae11cba93664f2a8fb3daa5935c3748","fetched_at":"2026-10-26T21:04:35.077120+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4525,"score":45.25,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/taskflow__taskflow.json","source_sha256":"f491aa08125b5adb9baa9a9253ac2035b4abaa9862abf2ca94f0a079f3db6157","fetched_at":"2026-10-28T18:43:33.849302+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":57.5,"score":57.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/taskflow__taskflow.json","source_sha256":"8bcece72bb8f056e5865083595732f087718c6a4db083289a87514cc659f36a9","fetched_at":"2026-10-30T10:31:18.747416+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/taskflow__taskflow.json","source_sha256":"833501cbe3eae9b3692f4ed9dcd100a1156923fa3538b8fdcd43fce8945d0fdb","fetched_at":"2026-10-27T22:49:16.845040+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.2222,"score":44.440000000000005,"n":9,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/taskflow__taskflow.json","source_sha256":"715538181f9c4d6df57e709d0a20e90fde1d939bd6f4bd1aa8e83186caeb495c","fetched_at":"2026-10-10T21:59:25.768216+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":844.8864,"score":22.447013487475914,"n":8,"window_start":"2026-04-22T10:26:34.109452+00:00","window_end":"2026-10-19T10:26:34.109452+00:00","method":"primary","source":"raw/pr_window/taskflow__taskflow.json","source_sha256":"9c297cdfe0d7f42123623399033f527ddf6ef57a7d3dae656ab1dc4b538f7254","fetched_at":"2026-10-19T10:26:34.109452+00:00","unmeasured_reason":null}],"answer":["For taskflow/taskflow, the reply time has too small a sample to measure (0 pull requests counted; 10 needed).","64% of 14 outside pull requests got no reply within 14 days (27 April to 24 October 2026).","It ranks 2,566 of 4,044 overall.","For first-time contributors it ranks 1,466 of 1,904 (the bottom 24%)."],"standings":{"balanced":{"rank":2566,"total":4044,"reason":null},"first_timer":{"rank":1466,"total":1904,"reason":null},"career_capital":{"rank":null,"total":872,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":812,"total":986,"reason":null},"ai_assisted":{"rank":2712,"total":4002,"reason":null}},"similar":[{"owner":"ossrs","name":"srs","rank":2540},{"owner":"LibreSprite","name":"LibreSprite","rank":2541},{"owner":"immortalwrt","name":"immortalwrt","rank":2547},{"owner":"TigerVNC","name":"tigervnc","rank":2583},{"owner":"nginx","name":"nginx","rank":2587}]},"trekhleb/javascript-algorithms":{"detail":{"owner":"trekhleb","name":"javascript-algorithms","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"9d3bbf4290070f25859361355dfbbf2c7da75dbe03ea8a1d1a36007d0b615a60","eligible":false,"gate_reason":"black_hole","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"black_hole","career_capital":"black_hole","first_timer":"black_hole","senior_systems":"black_hole"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":{"unanswered":30,"population_n":36,"unanswered_share":0.8333333333333334,"ignored":28,"ignored_share":0.7777777777777778,"wilson_lower_bound":0.6467,"threshold_share":0.5,"min_n":10,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","fetched_at":"2026-10-23T04:03:06.785571+00:00","source":"raw/pr_window/trekhleb__javascript-algorithms.json","source_sha256":"76f3fbe63672756a47a875d92a0180201b1b3964a64fa3cc7e1050df81c5b1c4","excluded":{"draft":0,"self_closed":4,"new_account":1,"bot":0,"internal":0,"under_14d":3},"counted_prs":[{"number":2224,"created_at":"2026-10-06T13:17:28Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2223,"created_at":"2026-10-06T13:17:25Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2222,"created_at":"2026-10-06T11:27:11Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2220,"created_at":"2026-09-19T16:56:08Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2219,"created_at":"2026-09-19T16:52:44Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2218,"created_at":"2026-09-12T20:23:41Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2217,"created_at":"2026-09-12T10:44:55Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2216,"created_at":"2026-09-09T08:37:47Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2205,"created_at":"2026-08-27T19:27:53Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2204,"created_at":"2026-08-27T19:18:33Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2203,"created_at":"2026-08-27T19:00:40Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2202,"created_at":"2026-08-26T16:47:03Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2200,"created_at":"2026-08-19T04:07:33Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2199,"created_at":"2026-08-16T22:14:57Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2198,"created_at":"2026-08-05T08:39:05Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2197,"created_at":"2026-07-19T07:05:04Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2195,"created_at":"2026-07-14T22:55:01Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2191,"created_at":"2026-07-07T18:22:54Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2188,"created_at":"2026-07-03T17:07:41Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2187,"created_at":"2026-07-03T16:22:56Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2185,"created_at":"2026-06-16T19:53:05Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2184,"created_at":"2026-06-12T07:09:09Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2183,"created_at":"2026-06-12T07:07:22Z","answered_within_14d":true,"first_response_at":"2026-06-14T15:18:16Z","response_kind":"merged","touched_ever":true},{"number":2181,"created_at":"2026-06-06T17:11:56Z","answered_within_14d":true,"first_response_at":"2026-06-14T15:25:49Z","response_kind":"merged","touched_ever":true},{"number":2180,"created_at":"2026-06-06T17:09:39Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2179,"created_at":"2026-06-06T17:07:50Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2178,"created_at":"2026-06-05T05:30:11Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2177,"created_at":"2026-06-03T16:47:33Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2175,"created_at":"2026-05-31T14:12:01Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2174,"created_at":"2026-05-29T20:36:39Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":true},{"number":2171,"created_at":"2026-05-29T17:22:01Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":2170,"created_at":"2026-05-29T17:15:59Z","answered_within_14d":true,"first_response_at":"2026-05-29T18:51:46Z","response_kind":"closed_by_maintainer","touched_ever":true},{"number":2169,"created_at":"2026-05-29T17:11:54Z","answered_within_14d":true,"first_response_at":"2026-05-29T18:51:30Z","response_kind":"closed_by_maintainer","touched_ever":true},{"number":2167,"created_at":"2026-05-28T07:50:02Z","answered_within_14d":true,"first_response_at":"2026-05-28T14:11:59Z","response_kind":"merged","touched_ever":true},{"number":2159,"created_at":"2026-05-16T15:40:33Z","answered_within_14d":true,"first_response_at":"2026-05-20T15:02:36Z","response_kind":"review_or_comment","touched_ever":true},{"number":2157,"created_at":"2026-05-04T22:23:12Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":true}],"rule_inputs_measured":true}},"evidence":[]},"u14app/deep-research":{"detail":{"owner":"u14app","name":"deep-research","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"9e1a861a36b7b9285171769ede86dc2885fc8e58da3042e42005e1120f2e3e66","eligible":false,"gate_reason":"unrated: no_external_workflow","rated":false,"unrated_reason":"unrated: no_external_workflow","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"unrated: no_external_workflow","career_capital":"unrated: no_external_workflow","first_timer":"unrated: no_external_workflow","senior_systems":"unrated: no_external_workflow"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"VERT-sh/VERT":{"detail":{"owner":"VERT-sh","name":"VERT","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"0f4fa8fc24fb2c683738fbb18854ec6f9c08304f85e75cafead1b0b123260dbd","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3813,"tie_group":null,"porchlamp":37.48,"coverage":0.715,"tier":"D","tier_ceiling":"B","quadrant":"Graveyard","leverage":42.83,"friction":67.43,"leverage_coverage":0.555,"friction_coverage":0.875,"p_responsiveness":7.699421613394,"c_responsiveness":0.75,"p_criticality":41.44,"c_criticality":0.35,"p_governance":59.25,"c_governance":1.0,"p_rigor":34.20625,"c_rigor":0.6,"p_accessibility":54.731,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"high_barrier_to_entry","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":36.16,"coverage":0.68,"tier":"D","rated":true},"balanced":{"porchlamp":37.48,"coverage":0.715,"tier":"D","rated":true},"career_capital":{"porchlamp":39.3,"coverage":0.6825,"tier":"D","rated":true},"first_timer":{"porchlamp":35.57,"coverage":0.8075,"tier":"D","rated":true},"senior_systems":{"porchlamp":40.05,"coverage":0.655,"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/VERT-sh__VERT.json","source_sha256":"66a7546df9674567ec52c48eeaaca6ad78ad5dcc4287261bc2280c4bb86dc928","fetched_at":"2026-10-27T22:11:38.347983+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/VERT-sh__VERT.json","source_sha256":"1cab186aa7ed65e9e5ca2abeeb127760e210261de060311ffa800543a30f2eb9","fetched_at":"2026-10-25T00:53:37.163999+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":320,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/VERT-sh__VERT.json","source_sha256":"93fc5e1735cf26b0c9308cfb7279ee424de06d9c14783584e8dca54d36f8f683","fetched_at":"2026-10-28T16:03:15.282448+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.5789473684210527,"score":0.0,"n":19,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/VERT-sh__VERT.json","source_sha256":"6b6a0637e582a797c30f6ec6bf9171e25e7cbb0a952f3784a46cdab9e80bf4db","fetched_at":"2026-10-21T06:30:25.814169+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/VERT-sh__VERT.json","source_sha256":"66a7546df9674567ec52c48eeaaca6ad78ad5dcc4287261bc2280c4bb86dc928","fetched_at":"2026-10-27T22:11:38.347983+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.2308,"score":28.85,"n":13,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/VERT-sh__VERT.json","source_sha256":"6e80fdf17641f5d50e586b4dc3eb52e402074a29cf8723722ebaebee8276210a","fetched_at":"2026-10-10T21:39:46.947156+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.6316,"score":100.0,"n":19,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/VERT-sh__VERT.json","source_sha256":"6e80fdf17641f5d50e586b4dc3eb52e402074a29cf8723722ebaebee8276210a","fetched_at":"2026-10-10T21:39:46.947156+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/VERT-sh__VERT.json","source_sha256":"e7768f1b43637764a830ede411ea99b883bf636f063fbb885c1dbc269c7afa09","fetched_at":"2026-10-26T18:30:55.638740+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4144,"score":41.44,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/VERT-sh__VERT.json","source_sha256":"8143955542e4b502c0ec08c93ba0ffe9169e57bf158b64f7804f313f819fdc50","fetched_at":"2026-10-28T16:03:15.330837+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":38.6667,"score":null,"n":6,"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/VERT-sh__VERT.json","source_sha256":"66a7546df9674567ec52c48eeaaca6ad78ad5dcc4287261bc2280c4bb86dc928","fetched_at":"2026-10-27T22:11:38.347983+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.3077,"score":61.53999999999999,"n":13,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/VERT-sh__VERT.json","source_sha256":"6e80fdf17641f5d50e586b4dc3eb52e402074a29cf8723722ebaebee8276210a","fetched_at":"2026-10-10T21:39:46.947156+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.2273,"score":28.4125,"n":22,"window_start":"2026-04-24T06:30:25.814169+00:00","window_end":"2026-10-21T06:30:25.814169+00:00","method":"primary","source":"raw/pr_window/VERT-sh__VERT.json","source_sha256":"6b6a0637e582a797c30f6ec6bf9171e25e7cbb0a952f3784a46cdab9e80bf4db","fetched_at":"2026-10-21T06:30:25.814169+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":1272.4875,"score":0.0,"n":15,"window_start":"2026-04-24T06:30:25.814169+00:00","window_end":"2026-10-21T06:30:25.814169+00:00","method":"primary","source":"raw/pr_window/VERT-sh__VERT.json","source_sha256":"6b6a0637e582a797c30f6ec6bf9171e25e7cbb0a952f3784a46cdab9e80bf4db","fetched_at":"2026-10-21T06:30:25.814169+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":3958.5792,"score":0.045662100456624444,"n":5,"window_start":"2026-04-24T06:30:25.814169+00:00","window_end":"2026-10-21T06:30:25.814169+00:00","method":"primary","source":"raw/pr_window/VERT-sh__VERT.json","source_sha256":"6b6a0637e582a797c30f6ec6bf9171e25e7cbb0a952f3784a46cdab9e80bf4db","fetched_at":"2026-10-21T06:30:25.814169+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to VERT-sh/VERT got a first human reply in a median of 53 days (15 pull requests, 24 April to 21 October 2026); 58% got none within 14 days.","It ranks 3,813 of 4,044 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":3813,"total":4044,"reason":null},"first_timer":{"rank":null,"total":1904,"reason":"This repository does not show a low enough barrier for a first-time contributor."},"career_capital":{"rank":null,"total":872,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":986,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":3887,"total":4002,"reason":null}},"similar":[{"owner":"blackboardsh","name":"electrobun","rank":3805},{"owner":"overleaf","name":"overleaf","rank":3808},{"owner":"chenglou","name":"pretext","rank":3814},{"owner":"obytes","name":"react-native-template-obytes","rank":3818},{"owner":"KeygraphHQ","name":"shannon","rank":3820}]},"wb14123/seq2seq-couplet":{"detail":{"owner":"wb14123","name":"seq2seq-couplet","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"838dbbec0f88fa9db7f30d43fe0820602ab1f84bb02856d15d8d7d5fb2378468","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":[]},"Yqnn/svg-path-editor":{"detail":{"owner":"Yqnn","name":"svg-path-editor","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"7a3fd404a021cdc49a15a341bf75bb4da3171082e3d86895c69d78e9806472ce","eligible":false,"gate_reason":"unrated: no_external_workflow","rated":false,"unrated_reason":"unrated: no_external_workflow","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"unrated: no_external_workflow","career_capital":"unrated: no_external_workflow","first_timer":"unrated: no_external_workflow","senior_systems":"unrated: no_external_workflow"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]}}