{"201206030/novel":{"detail":{"owner":"201206030","name":"novel","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"8075b244268ab05711325d4fdf50d568c97dfe7f394fe8cc3f3a06ac565ec803","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.391666666667,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":82.608695652174,"c_responsiveness":0.1,"p_criticality":26.19,"c_criticality":0.466666666667,"p_governance":64.230769230769,"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:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.365833333333,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.391666666667,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.410833333333,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.359166666667,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.425833333333,"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/201206030__novel.json","source_sha256":"5ad37aadf2a8a93e48c36d64e939fb50609d12441909c701be631b4b10cb889f","fetched_at":"2026-10-28T01:04:46.714040+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"proxy:setup_signals_only","source":"raw/actions_runs/201206030__novel.json","source_sha256":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","fetched_at":"2026-10-26T00:05:47.112563+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":21,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.5,"score":null,"n":2,"window_start":"2026-04-27T18:10:00+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/201206030__novel.json","source_sha256":"5ad37aadf2a8a93e48c36d64e939fb50609d12441909c701be631b4b10cb889f","fetched_at":"2026-10-28T01:04:46.714040+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/201206030__novel.json","source_sha256":"ba44a6ea84618234b4b100cb22aad4e1eb0353424a4a08128230d492b28ce7ce","fetched_at":"2026-10-27T06:48:50.360106+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2619,"score":26.19,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/201206030__novel.json","source_sha256":"18e647efc4dcdc76a01b4fb9afde1e7618ad9432aedd1c90efd3cc10dc6b033c","fetched_at":"2026-10-29T06:12:05.554486+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":0.0,"score":null,"n":5,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"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/201206030__novel.json","source_sha256":"5ad37aadf2a8a93e48c36d64e939fb50609d12441909c701be631b4b10cb889f","fetched_at":"2026-10-28T01:04:46.714040+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":158.6867,"score":82.6086956521739,"n":5,"window_start":"2026-04-22T22:45:11.114792+00:00","window_end":"2026-10-19T22:45:11.114792+00:00","method":"primary","source":"raw/pr_window/201206030__novel.json","source_sha256":"6bca5c74d23834edbd51a4759268668406d36364af5f55a4bc433a58ec1de71f","fetched_at":"2026-10-19T22:45:11.114792+00:00","unmeasured_reason":null}]},"analysis-tools-dev/static-analysis":{"detail":{"owner":"analysis-tools-dev","name":"static-analysis","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"65c9c513b09c5dac04e6d85e68e7195c50cc91ec38174e0fc486f40f034d66a1","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3246,"tie_group":875,"porchlamp":45.9,"coverage":0.8375,"tier":"C","tier_ceiling":"A","quadrant":"Crucible","leverage":53.66,"friction":59.31,"leverage_coverage":0.675,"friction_coverage":1.0,"p_responsiveness":32.326666666667,"c_responsiveness":1.0,"p_criticality":40.18,"c_criticality":0.35,"p_governance":59.25,"c_governance":1.0,"p_rigor":72.4025,"c_rigor":1.0,"p_accessibility":33.75,"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":52.1,"coverage":0.87,"tier":"C","rated":true},"balanced":{"porchlamp":45.9,"coverage":0.8375,"tier":"C","rated":true},"career_capital":{"porchlamp":43.41,"coverage":0.7725,"tier":"C","rated":true},"first_timer":{"porchlamp":41.59,"coverage":0.935,"tier":"C","rated":true},"senior_systems":{"porchlamp":49.89,"coverage":0.7725,"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/analysis-tools-dev__static-analysis.json","source_sha256":"18b9f63e23cc483a7dc8778f63605e7d42cf81096b89f20edb5673e51ec50ce9","fetched_at":"2026-10-27T22:20:13.269733+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":0.8276,"score":100.0,"n":29,"window_start":"2026-04-25T00:47:11.721019+00:00","window_end":"2026-07-24T00:47:11.721019+00:00","method":"primary","source":"raw/pr_window/analysis-tools-dev__static-analysis.json","source_sha256":"4d9398e02d01b5059b775bedcca90a780aad75359fd19755598213c9238ad816","fetched_at":"2026-10-22T00:47:11.721019+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/analysis-tools-dev__static-analysis.json","source_sha256":"18cd1fd7332d9dc7936560e5ea9417dbfcb2ade2a1db273fc0d2b70f5a80f5c2","fetched_at":"2026-10-25T01:20:11.096272+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":159,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/analysis-tools-dev__static-analysis.json","source_sha256":"bae820c1a7f48e7bacb7099e18758b51541c8f9aee9ae12d01a7d0d496f455f6","fetched_at":"2026-10-28T16:41:20.158932+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.7169811320754716,"score":0.0,"n":53,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/analysis-tools-dev__static-analysis.json","source_sha256":"4d9398e02d01b5059b775bedcca90a780aad75359fd19755598213c9238ad816","fetched_at":"2026-10-22T00:47:11.721019+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/analysis-tools-dev__static-analysis.json","source_sha256":"18b9f63e23cc483a7dc8778f63605e7d42cf81096b89f20edb5673e51ec50ce9","fetched_at":"2026-10-27T22:20:13.269733+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.2889,"score":36.1125,"n":45,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/analysis-tools-dev__static-analysis.json","source_sha256":"d16e604314bdf18aa996acb92b3b77099e1672ca03bcc985088845e97f5b5782","fetched_at":"2026-10-10T21:47:14.427244+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.375,"score":75.0,"n":16,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/analysis-tools-dev__static-analysis.json","source_sha256":"d16e604314bdf18aa996acb92b3b77099e1672ca03bcc985088845e97f5b5782","fetched_at":"2026-10-10T21:47:14.427244+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/analysis-tools-dev__static-analysis.json","source_sha256":"514913aabb8b6c8c23ecb1ef8c5541fef76c8fcb2e2a83a35b3d842148df5fbb","fetched_at":"2026-10-26T19:08:49.923980+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4018,"score":40.18,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/analysis-tools-dev__static-analysis.json","source_sha256":"8a3e79e6c509a3637b33b4d0dc55a800389f5c412ddedece3e925af988bf1438","fetched_at":"2026-10-28T16:41:20.179498+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/analysis-tools-dev__static-analysis.json","source_sha256":"a4a914bde94e7b56906d50562154f43149ed947f196b32691a028597c8fbf676","fetched_at":"2026-10-30T10:00:26.179092+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/analysis-tools-dev__static-analysis.json","source_sha256":"18b9f63e23cc483a7dc8778f63605e7d42cf81096b89f20edb5673e51ec50ce9","fetched_at":"2026-10-27T22:20:13.269733+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/analysis-tools-dev__static-analysis.json","source_sha256":"d16e604314bdf18aa996acb92b3b77099e1672ca03bcc985088845e97f5b5782","fetched_at":"2026-10-10T21:47:14.427244+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.5574,"score":69.675,"n":61,"window_start":"2026-04-25T00:47:11.721019+00:00","window_end":"2026-10-22T00:47:11.721019+00:00","method":"primary","source":"raw/pr_window/analysis-tools-dev__static-analysis.json","source_sha256":"4d9398e02d01b5059b775bedcca90a780aad75359fd19755598213c9238ad816","fetched_at":"2026-10-22T00:47:11.721019+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":406.425,"score":0.0,"n":37,"window_start":"2026-04-25T00:47:11.721019+00:00","window_end":"2026-10-22T00:47:11.721019+00:00","method":"primary","source":"raw/pr_window/analysis-tools-dev__static-analysis.json","source_sha256":"4d9398e02d01b5059b775bedcca90a780aad75359fd19755598213c9238ad816","fetched_at":"2026-10-22T00:47:11.721019+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":2626.5164,"score":1.0416666666666714,"n":25,"window_start":"2026-04-25T00:47:11.721019+00:00","window_end":"2026-10-22T00:47:11.721019+00:00","method":"primary","source":"raw/pr_window/analysis-tools-dev__static-analysis.json","source_sha256":"4d9398e02d01b5059b775bedcca90a780aad75359fd19755598213c9238ad816","fetched_at":"2026-10-22T00:47:11.721019+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to analysis-tools-dev/static-analysis got a first human reply in a median of 16.9 days (37 pull requests, 25 April to 22 October 2026); 72% got none within 14 days.","It ranks 3,246 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":3246,"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":2579,"total":4002,"reason":null}},"similar":[{"owner":"niri-wm","name":"niri","rank":3256},{"owner":"mlua-rs","name":"mlua","rank":3257},{"owner":"louis-e","name":"arnis","rank":3275},{"owner":"rtk-ai","name":"rtk","rank":3285},{"owner":"scanopy","name":"scanopy","rank":3287}]},"AntennaPod/AntennaPod":{"detail":{"owner":"AntennaPod","name":"AntennaPod","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"c5340d775e2ff46599cb40aa5a1437b065425b7305ed438ca9318dba74d55564","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1119,"tie_group":261,"porchlamp":61.12,"coverage":0.866666666667,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":58.81,"friction":36.56,"leverage_coverage":0.733333333334,"friction_coverage":1.0,"p_responsiveness":76.424229898718,"c_responsiveness":1.0,"p_criticality":55.44,"c_criticality":0.466666666667,"p_governance":50.5,"c_governance":1.0,"p_rigor":69.9625,"c_rigor":1.0,"p_accessibility":50.375,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":63.47,"coverage":0.893333333333,"tier":"B","rated":true},"balanced":{"porchlamp":61.12,"coverage":0.866666666667,"tier":"B","rated":true},"career_capital":{"porchlamp":59.34,"coverage":0.813333333333,"tier":"B","rated":true},"first_timer":{"porchlamp":61.98,"coverage":0.946666666667,"tier":"B","rated":true},"senior_systems":{"porchlamp":60.0,"coverage":0.813333333333,"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/AntennaPod__AntennaPod.json","source_sha256":"7c9cbb44c4f5dc9f875c6f16a13bdadbc73ae1fe3c1b365567fb76ab9e0dbf01","fetched_at":"2026-10-27T23:55:40.518327+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.9062,"score":100.0,"n":32,"window_start":"2026-04-22T11:13:38.155224+00:00","window_end":"2026-07-21T11:13:38.155224+00:00","method":"primary","source":"raw/pr_window/AntennaPod__AntennaPod.json","source_sha256":"3c6ab51cb3cc456496e92b1f8e4c61f2aba68452a899bae8105f8b3c89d1749a","fetched_at":"2026-10-19T11:13:38.155224+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/AntennaPod__AntennaPod.json","source_sha256":"9e9fe40d70933199e5692225bcb546de877d00f385cfc7a787502a5d44e9438b","fetched_at":"2026-10-25T19:34:27.865719+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":325,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/AntennaPod__AntennaPod.json","source_sha256":"e024a18a0c10ebb4de3448b8e594c9bf803a76242632e23261dccf16cefccbf2","fetched_at":"2026-10-28T22:47:34.644996+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.14634146341463414,"score":70.73170731707317,"n":82,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/AntennaPod__AntennaPod.json","source_sha256":"3c6ab51cb3cc456496e92b1f8e4c61f2aba68452a899bae8105f8b3c89d1749a","fetched_at":"2026-10-19T11:13:38.155224+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/AntennaPod__AntennaPod.json","source_sha256":"7c9cbb44c4f5dc9f875c6f16a13bdadbc73ae1fe3c1b365567fb76ab9e0dbf01","fetched_at":"2026-10-27T23:55:40.518327+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.475,"score":59.375,"n":40,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/AntennaPod__AntennaPod.json","source_sha256":"45dbe4371810c49def8a63b51822038e84ff05f4ad0ff14bb2f5a719559f92be","fetched_at":"2026-10-10T23:50:17.327473+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.4375,"score":87.5,"n":16,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/AntennaPod__AntennaPod.json","source_sha256":"45dbe4371810c49def8a63b51822038e84ff05f4ad0ff14bb2f5a719559f92be","fetched_at":"2026-10-10T23:50:17.327473+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/AntennaPod__AntennaPod.json","source_sha256":"dad7aa0ff257cae921e56c22298f007bf7fd684a2354de65947759c869909fc7","fetched_at":"2026-10-27T01:15:31.390550+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5544,"score":55.44,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/AntennaPod__AntennaPod.json","source_sha256":"af435a15c1a7f93b9e47823deb258381f4fb35f3fc05426e7c8e3bd047f80f5e","fetched_at":"2026-10-28T22:47:34.690012+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":55.0,"score":55.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/AntennaPod__AntennaPod.json","source_sha256":"aacc966e1abb5f19f00ec566f85afb483fcaff750b7726cd47da9dd924464104","fetched_at":"2026-10-30T11:58:26.400825+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/AntennaPod__AntennaPod.json","source_sha256":"7c9cbb44c4f5dc9f875c6f16a13bdadbc73ae1fe3c1b365567fb76ab9e0dbf01","fetched_at":"2026-10-27T23:55:40.518327+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/AntennaPod__AntennaPod.json","source_sha256":"45dbe4371810c49def8a63b51822038e84ff05f4ad0ff14bb2f5a719559f92be","fetched_at":"2026-10-10T23:50:17.327473+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.519,"score":64.875,"n":79,"window_start":"2026-04-22T11:13:38.155224+00:00","window_end":"2026-10-19T11:13:38.155224+00:00","method":"primary","source":"raw/pr_window/AntennaPod__AntennaPod.json","source_sha256":"3c6ab51cb3cc456496e92b1f8e4c61f2aba68452a899bae8105f8b3c89d1749a","fetched_at":"2026-10-19T11:13:38.155224+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":23.1883,"score":76.2409337508935,"n":53,"window_start":"2026-04-22T11:13:38.155224+00:00","window_end":"2026-10-19T11:13:38.155224+00:00","method":"primary","source":"raw/pr_window/AntennaPod__AntennaPod.json","source_sha256":"3c6ab51cb3cc456496e92b1f8e4c61f2aba68452a899bae8105f8b3c89d1749a","fetched_at":"2026-10-19T11:13:38.155224+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":315.4006,"score":60.67193675889328,"n":41,"window_start":"2026-04-22T11:13:38.155224+00:00","window_end":"2026-10-19T11:13:38.155224+00:00","method":"primary","source":"raw/pr_window/AntennaPod__AntennaPod.json","source_sha256":"3c6ab51cb3cc456496e92b1f8e4c61f2aba68452a899bae8105f8b3c89d1749a","fetched_at":"2026-10-19T11:13:38.155224+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to AntennaPod/AntennaPod got a first human reply in a median of 23.2 hours (53 pull requests, 22 April to 19 October 2026); 15% got none within 14 days.","It ranks 1,119 of 4,044 overall.","For first-time contributors it ranks 735 of 1,904 (the top 39%)."],"standings":{"balanced":{"rank":1119,"total":4044,"reason":null},"first_timer":{"rank":735,"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":961,"total":4002,"reason":null}},"similar":[{"owner":"dependency-check","name":"DependencyCheck","rank":1082},{"owner":"spring-projects","name":"spring-framework","rank":1089},{"owner":"alibaba","name":"nacos","rank":1096},{"owner":"CaffeineMC","name":"sodium","rank":1102},{"owner":"apache","name":"groovy","rank":1115}]},"antonioru/beautiful-react-hooks":{"detail":{"owner":"antonioru","name":"beautiful-react-hooks","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"09a0ae170aaf1badb70f71464cdb3c07fdccec4f097ef11a8786b2292c4cb98f","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":[]},"Arize-ai/phoenix":{"detail":{"owner":"Arize-ai","name":"phoenix","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"0269ad42debd3d2e127d6dd287d9c655072aeda80e924d95666e86e716023060","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2028,"tie_group":523,"porchlamp":55.03,"coverage":0.8125,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":51.69,"friction":42.64,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":81.22728313946,"c_responsiveness":0.55,"p_criticality":52.002256885367,"c_criticality":1.0,"p_governance":29.5,"c_governance":1.0,"p_rigor":65.97777,"c_rigor":1.0,"p_accessibility":39.5,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":58.11,"coverage":0.86,"tier":"B","rated":true},"balanced":{"porchlamp":55.03,"coverage":0.8125,"tier":"B","rated":true},"career_capital":{"porchlamp":53.37,"coverage":0.81,"tier":"C","rated":true},"first_timer":{"porchlamp":56.5,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":52.93,"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":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Arize-ai__phoenix.json","source_sha256":"13607404a99aa41a8d6ca4810ef26ef1d770dc051468793622b9dd938b7fabcc","fetched_at":"2026-10-27T22:57:25.372540+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":6,"score":50.836120401337794,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/Arize-ai__phoenix.json","source_sha256":"be34f19385b4539f9dc6457f1cbb5f05ba49e23d3b48bfe10898032cbfef19f2","fetched_at":"2026-10-26T21:34:15.955220+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":626210,"score":55.285234899328856,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__phoenix.json","source_sha256":"c47a681a7a7be10ef288a959fbd7045232876d7ffb40057563490b307acf4b9a","fetched_at":"2026-10-30T10:39:41.956617+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/Arize-ai__phoenix.json","source_sha256":"22de7dabd3d740300361ce673010a931f900cf986565cd7c856c6c2b6963245e","fetched_at":"2026-10-25T03:22:19.387381+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":3571,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/Arize-ai__phoenix.json","source_sha256":"b63de5752dd9024be44c8795dd1830d0f3d71d31857ade823323dec397abdd54","fetched_at":"2026-10-28T19:20:43.952198+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.12211981566820276,"score":75.57603686635944,"n":434,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/Arize-ai__phoenix.json","source_sha256":"ffe49a9878759cae6ef2fea074bd76e1e88470cb2b761ef1baa5518d70849fbc","fetched_at":"2026-10-23T07:01:53.788501+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/Arize-ai__phoenix.json","source_sha256":"13607404a99aa41a8d6ca4810ef26ef1d770dc051468793622b9dd938b7fabcc","fetched_at":"2026-10-27T22:57:25.372540+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":2,"score":20.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/Arize-ai__phoenix.json","source_sha256":"8af94c7c87e694c512ec4a1be69c40f588782e6a843f7c2fb2a16fa3a2e04f4e","fetched_at":"2026-10-26T21:33:59.445378+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5099,"score":50.99,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/Arize-ai__phoenix.json","source_sha256":"cc4014c138005f6379069cccc9eb3f3ecee1a850cc920a056d340998f20219f8","fetched_at":"2026-10-28T19:20:44.109864+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":65.3913,"score":65.3913,"n":759,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/Arize-ai__phoenix.json","source_sha256":"ffe49a9878759cae6ef2fea074bd76e1e88470cb2b761ef1baa5518d70849fbc","fetched_at":"2026-10-26T21:34:20.768671+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/Arize-ai__phoenix.json","source_sha256":"13607404a99aa41a8d6ca4810ef26ef1d770dc051468793622b9dd938b7fabcc","fetched_at":"2026-10-27T22:57:25.372540+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":0.3019,"score":37.7375,"n":424,"window_start":"2026-04-26T07:01:53.788501+00:00","window_end":"2026-10-23T07:01:53.788501+00:00","method":"primary","source":"raw/pr_window/Arize-ai__phoenix.json","source_sha256":"ffe49a9878759cae6ef2fea074bd76e1e88470cb2b761ef1baa5518d70849fbc","fetched_at":"2026-10-23T07:01:53.788501+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":16.3497,"score":88.84425604554842,"n":422,"window_start":"2026-04-26T07:01:53.788501+00:00","window_end":"2026-10-23T07:01:53.788501+00:00","method":"primary","source":"raw/pr_window/Arize-ai__phoenix.json","source_sha256":"ffe49a9878759cae6ef2fea074bd76e1e88470cb2b761ef1baa5518d70849fbc","fetched_at":"2026-10-23T07:01:53.788501+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":231.9756,"score":66.85323383084577,"n":1028,"window_start":"2026-04-26T07:01:53.788501+00:00","window_end":"2026-10-23T07:01:53.788501+00:00","method":"primary","source":"raw/pr_window/Arize-ai__phoenix.json","source_sha256":"ffe49a9878759cae6ef2fea074bd76e1e88470cb2b761ef1baa5518d70849fbc","fetched_at":"2026-10-23T07:01:53.788501+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to Arize-ai/phoenix got a first human reply in a median of 16.3 hours (422 pull requests, 26 April to 23 October 2026); 12% got none within 14 days.","It ranks 2,028 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":2028,"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":1693,"total":4002,"reason":null}},"similar":[{"owner":"NousResearch","name":"hermes-agent","rank":2021},{"owner":"Kiln-AI","name":"Kiln","rank":2023},{"owner":"open-edge-platform","name":"anomalib","rank":2027},{"owner":"stanfordnlp","name":"stanza","rank":2031},{"owner":"earthtojake","name":"text-to-cad","rank":2035}]},"AutoPiano/AutoPiano":{"detail":{"owner":"AutoPiano","name":"AutoPiano","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"b25ea1370d7fc327ca55ecac2c9105d9f75ee4b4503d04b9e9e24dc5f9986ac7","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":[]},"axios/axios":{"detail":{"owner":"axios","name":"axios","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"2b6e554246227fe17dd51e98c84bb5c7c3f5e94907908ecad9d156827f7fc865","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":865,"tie_group":190,"porchlamp":62.86,"coverage":0.875,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":80.47,"friction":49.63,"leverage_coverage":1.0,"friction_coverage":0.8,"p_responsiveness":44.493454666707,"c_responsiveness":0.8,"p_criticality":85.311536397397,"c_criticality":1.0,"p_governance":76.75,"c_governance":1.0,"p_rigor":74.865,"c_rigor":1.0,"p_accessibility":25.5,"c_accessibility":0.5,"persona_gates":{"first_timer":"insufficient_evidence:mr_first_rate"},"persona_composites":{"ai_assisted":{"porchlamp":66.23,"coverage":0.91,"tier":"B","rated":true},"balanced":{"porchlamp":62.86,"coverage":0.875,"tier":"B","rated":true},"career_capital":{"porchlamp":62.86,"coverage":0.86,"tier":"B","rated":true},"first_timer":{"porchlamp":50.75,"coverage":0.78,"tier":"C","rated":true},"senior_systems":{"porchlamp":71.97,"coverage":0.945,"tier":"A","rated":true}},"suspicion":["ef_domain_mismatch"],"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/axios__axios.json","source_sha256":"10fbcc4125a2cbbfd42b0c93f1b1b97feef7ed19201d27a1894fe263b29aac5b","fetched_at":"2026-10-27T19:12:39.888213+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":97210,"score":98.26555023923444,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/axios__axios.json","source_sha256":"8e81980ec7f321b5e3cd5d7da19ca61608693b91a4f945c88c07fb5accc65cd3","fetched_at":"2026-10-26T10:43:34.875198+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":447015935,"score":95.68126520681265,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__axios.json","source_sha256":"3a3970611979b42e28d02878e37327fa63910d7e14fa84315b84b9e5986b952b","fetched_at":"2026-10-30T07:39:35.957781+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.9655,"score":100.0,"n":116,"window_start":"2026-04-26T22:54:48.620758+00:00","window_end":"2026-07-25T22:54:48.620758+00:00","method":"primary","source":"raw/pr_window/axios__axios.json","source_sha256":"148a311be0678f7999e91dc5a9ff3bf6ff87cb5ddf3028c2e5f70803fd4a7cf1","fetched_at":"2026-10-23T22:54:48.620758+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/axios__axios.json","source_sha256":"fc4e8986a8dfe6ff918d8b7c523b96b8ab46e5f9cc1632841db94ee6668923e2","fetched_at":"2026-10-24T19:22:24.505915+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":6,"score":100.0,"n":364,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/axios__axios.json","source_sha256":"7b466d83d82a1b227c571eca9a3a8c2f9b6693ae26e789d3901b060a59ef6413","fetched_at":"2026-10-28T04:54:19.081091+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.3160621761658031,"score":36.787564766839374,"n":193,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/axios__axios.json","source_sha256":"148a311be0678f7999e91dc5a9ff3bf6ff87cb5ddf3028c2e5f70803fd4a7cf1","fetched_at":"2026-10-23T22:54:48.620758+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/axios__axios.json","source_sha256":"10fbcc4125a2cbbfd42b0c93f1b1b97feef7ed19201d27a1894fe263b29aac5b","fetched_at":"2026-10-27T19:12:39.888213+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/axios__axios.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-26T10:43:25.606052+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.631,"score":63.1,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/axios__axios.json","source_sha256":"88888c0d5138fb3dca18284f665ec583864a693f4b83b813455981a753c1d27e","fetched_at":"2026-10-28T04:54:19.140795+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":82.5,"score":82.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/axios__axios.json","source_sha256":"5eeadb601f574968579e3a3ede6539357bb300af76d385c2e93dcda7e40e59d2","fetched_at":"2026-10-30T07:39:34.759420+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/axios__axios.json","source_sha256":"10fbcc4125a2cbbfd42b0c93f1b1b97feef7ed19201d27a1894fe263b29aac5b","fetched_at":"2026-10-27T19:12:39.888213+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":0.3564,"score":44.55,"n":188,"window_start":"2026-04-26T22:54:48.620758+00:00","window_end":"2026-10-23T22:54:48.620758+00:00","method":"primary","source":"raw/pr_window/axios__axios.json","source_sha256":"148a311be0678f7999e91dc5a9ff3bf6ff87cb5ddf3028c2e5f70803fd4a7cf1","fetched_at":"2026-10-23T22:54:48.620758+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":130.7306,"score":13.862735997204538,"n":175,"window_start":"2026-04-26T22:54:48.620758+00:00","window_end":"2026-10-23T22:54:48.620758+00:00","method":"primary","source":"raw/pr_window/axios__axios.json","source_sha256":"148a311be0678f7999e91dc5a9ff3bf6ff87cb5ddf3028c2e5f70803fd4a7cf1","fetched_at":"2026-10-23T22:54:48.620758+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":1223.9239,"score":9.178082191780817,"n":106,"window_start":"2026-04-26T22:54:48.620758+00:00","window_end":"2026-10-23T22:54:48.620758+00:00","method":"primary","source":"raw/pr_window/axios__axios.json","source_sha256":"148a311be0678f7999e91dc5a9ff3bf6ff87cb5ddf3028c2e5f70803fd4a7cf1","fetched_at":"2026-10-23T22:54:48.620758+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to axios/axios got a first human reply in a median of 5.4 days (175 pull requests, 26 April to 23 October 2026); 32% got none within 14 days.","It ranks 865 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":865,"total":4044,"reason":null},"first_timer":{"rank":null,"total":1904,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":368,"total":872,"reason":null},"senior_systems":{"rank":140,"total":986,"reason":null},"ai_assisted":{"rank":630,"total":4002,"reason":null}},"similar":[{"owner":"thesysdev","name":"openui","rank":858},{"owner":"tinymce","name":"tinymce","rank":864},{"owner":"hydralauncher","name":"hydra","rank":866},{"owner":"koajs","name":"koa","rank":869},{"owner":"appium","name":"appium","rank":871}]},"brunosimon/folio-2019":{"detail":{"owner":"brunosimon","name":"folio-2019","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"3d785437fc1834186c1677ca57394dba4b0563205a9c9ee7be2e162ed1d76b70","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":[]},"cloudflare/workers-rs":{"detail":{"owner":"cloudflare","name":"workers-rs","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"aba4ee4e6aa494dc0f2082936ee144eea2f56c85b8952b8004070f87d371984e","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2177,"tie_group":571,"porchlamp":54.04,"coverage":0.9375,"tier":"C","tier_ceiling":null,"quadrant":"Sweet Spot","leverage":54.02,"friction":46.79,"leverage_coverage":1.0,"friction_coverage":0.875,"p_responsiveness":52.522774953872,"c_responsiveness":0.75,"p_criticality":58.34276323472,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":49.1516,"c_rigor":1.0,"p_accessibility":59.0,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":52.85,"coverage":0.95,"tier":"C","rated":true},"balanced":{"porchlamp":54.04,"coverage":0.9375,"tier":"C","rated":true},"career_capital":{"porchlamp":55.21,"coverage":0.95,"tier":"B","rated":true},"first_timer":{"porchlamp":54.41,"coverage":0.9125,"tier":"C","rated":true},"senior_systems":{"porchlamp":53.7,"coverage":0.9625,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/cloudflare__workers-rs.json","source_sha256":"0952cca0a842e9273e9bfea98eaccb1209fb81d69ee917d85af87abbf4d41097","fetched_at":"2026-10-28T02:29:31.407586+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":27,"score":66.57963446475196,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/cloudflare__workers-rs.json","source_sha256":"e80c66ce9e58fa0a21fa426afdfc2db232475dc3145c5b3a78b0bc0a53f55ea2","fetched_at":"2026-10-27T14:55:38.029632+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":693097,"score":68.89763779527559,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__workers-rs.json","source_sha256":"12c181daea56dc1a232c8f746044e0634a39106ca6cfc4e5a3a3b4928ad3cc3d","fetched_at":"2026-10-30T15:05:59.917229+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":15,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/cloudflare__workers-rs.json","source_sha256":"72b75401a6d15c17556cf410346c32162c765f33fb612527991a31844e9fe012","fetched_at":"2026-10-26T08:35:21.163768+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":105,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/cloudflare__workers-rs.json","source_sha256":"190ca2a8d66a8417108a681d6daa96c8ce808881ca65946d53be87497708fb72","fetched_at":"2026-10-29T11:57:47.584248+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.6129032258064516,"score":0.0,"n":31,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/cloudflare__workers-rs.json","source_sha256":"980c4f5fa26c4d8391a6626336d2ebd9f2155763d83615e99a16a6ccc494e73b","fetched_at":"2026-10-22T20:55:20.621668+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/cloudflare__workers-rs.json","source_sha256":"0952cca0a842e9273e9bfea98eaccb1209fb81d69ee917d85af87abbf4d41097","fetched_at":"2026-10-28T02:29:31.407586+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.8333,"score":100.0,"n":12,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/cloudflare__workers-rs.json","source_sha256":"369df5c97436b803d269dd98049d0b6722dcbae5cf1764e2dcc9195761845d7d","fetched_at":"2026-10-11T03:17:11.606992+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.5714,"score":100.0,"n":14,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/cloudflare__workers-rs.json","source_sha256":"369df5c97436b803d269dd98049d0b6722dcbae5cf1764e2dcc9195761845d7d","fetched_at":"2026-10-11T03:17:11.606992+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/cloudflare__workers-rs.json","source_sha256":"c8d8957d7d9140e5841e8972c54a3956bdac72042abfb59992441509e4017447","fetched_at":"2026-10-27T14:55:28.234801+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4139,"score":41.39,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/cloudflare__workers-rs.json","source_sha256":"4caa86eebc349ea7ec4daae640a9abd501497ecb13a71e048491b1144ee45985","fetched_at":"2026-10-29T11:57:47.606424+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":58.3415,"score":58.3415,"n":41,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/cloudflare__workers-rs.json","source_sha256":"980c4f5fa26c4d8391a6626336d2ebd9f2155763d83615e99a16a6ccc494e73b","fetched_at":"2026-10-27T14:55:39.368961+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/cloudflare__workers-rs.json","source_sha256":"0952cca0a842e9273e9bfea98eaccb1209fb81d69ee917d85af87abbf4d41097","fetched_at":"2026-10-28T02:29:31.407586+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.375,"score":75.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/cloudflare__workers-rs.json","source_sha256":"369df5c97436b803d269dd98049d0b6722dcbae5cf1764e2dcc9195761845d7d","fetched_at":"2026-10-11T03:17:11.606992+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.3684,"score":46.05,"n":19,"window_start":"2026-04-25T20:55:20.621668+00:00","window_end":"2026-10-22T20:55:20.621668+00:00","method":"primary","source":"raw/pr_window/cloudflare__workers-rs.json","source_sha256":"980c4f5fa26c4d8391a6626336d2ebd9f2155763d83615e99a16a6ccc494e73b","fetched_at":"2026-10-22T20:55:20.621668+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":36.5686,"score":59.810725263467305,"n":24,"window_start":"2026-04-25T20:55:20.621668+00:00","window_end":"2026-10-22T20:55:20.621668+00:00","method":"primary","source":"raw/pr_window/cloudflare__workers-rs.json","source_sha256":"980c4f5fa26c4d8391a6626336d2ebd9f2155763d83615e99a16a6ccc494e73b","fetched_at":"2026-10-22T20:55:20.621668+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":945.9467,"score":14.48863636363636,"n":16,"window_start":"2026-04-25T20:55:20.621668+00:00","window_end":"2026-10-22T20:55:20.621668+00:00","method":"primary","source":"raw/pr_window/cloudflare__workers-rs.json","source_sha256":"980c4f5fa26c4d8391a6626336d2ebd9f2155763d83615e99a16a6ccc494e73b","fetched_at":"2026-10-22T20:55:20.621668+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to cloudflare/workers-rs got a first human reply in a median of 36.6 hours (24 pull requests, 25 April to 22 October 2026); 61% got none within 14 days.","It ranks 2,177 of 4,044 overall.","For first-time contributors it ranks 1,246 of 1,904 (the bottom 35%)."],"standings":{"balanced":{"rank":2177,"total":4044,"reason":null},"first_timer":{"rank":1246,"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":2486,"total":4002,"reason":null}},"similar":[{"owner":"crmne","name":"spotifast","rank":2165},{"owner":"libp2p","name":"rust-libp2p","rank":2170},{"owner":"tokio-rs","name":"topcoat","rank":2172},{"owner":"katanemo","name":"plano","rank":2175},{"owner":"windmill-labs","name":"windmill","rank":2191}]},"coolsnowwolf/lede":{"detail":{"owner":"coolsnowwolf","name":"lede","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"b43c04db79eba3e61ffa9ac0d93658d3544896b73401dbec53cf939f913e3ad9","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2444,"tie_group":645,"porchlamp":52.32,"coverage":0.9025,"tier":"C","tier_ceiling":null,"quadrant":"Nursery","leverage":48.46,"friction":40.5,"leverage_coverage":1.0,"friction_coverage":0.82,"p_responsiveness":76.574972474539,"c_responsiveness":0.7,"p_criticality":54.27,"c_criticality":1.0,"p_governance":55.75,"c_governance":1.0,"p_rigor":33.92375,"c_rigor":1.0,"p_accessibility":22.457647058824,"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":48.65,"coverage":0.925,"tier":"C","rated":true},"balanced":{"porchlamp":52.32,"coverage":0.9025,"tier":"C","rated":true},"career_capital":{"porchlamp":50.56,"coverage":0.91,"tier":"C","rated":true},"first_timer":{"porchlamp":50.72,"coverage":0.85,"tier":"C","rated":true},"senior_systems":{"porchlamp":52.33,"coverage":0.9475,"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/coolsnowwolf__lede.json","source_sha256":"eac648ff211bdc06bccf846055ec1c2db01f75aa7c845fefc8eb12003c5ca7e9","fetched_at":"2026-10-27T21:00:20.328169+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":1.0,"score":100.0,"n":20,"window_start":"2026-04-22T02:07:12.668882+00:00","window_end":"2026-07-21T02:07:12.668882+00:00","method":"primary","source":"raw/pr_window/coolsnowwolf__lede.json","source_sha256":"0f768820c949076ba0c552faa9e3a4e6efaead5a20b5b9bf1ae01c8c426e9e98","fetched_at":"2026-10-19T02:07:12.668882+00:00","unmeasured_reason":null},{"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/coolsnowwolf__lede.json","source_sha256":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","fetched_at":"2026-10-24T21:27:51.019606+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":516,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/coolsnowwolf__lede.json","source_sha256":"7fa1042f8d9c0b5b406187c87cdc1272f26a0a663153049701a3e9aa54840a2e","fetched_at":"2026-10-28T09:31:49.606906+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.1111111111111111,"score":77.77777777777777,"n":36,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/coolsnowwolf__lede.json","source_sha256":"0f768820c949076ba0c552faa9e3a4e6efaead5a20b5b9bf1ae01c8c426e9e98","fetched_at":"2026-10-19T02:07:12.668882+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"DCO","score":100.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/coolsnowwolf__lede.json","source_sha256":"eac648ff211bdc06bccf846055ec1c2db01f75aa7c845fefc8eb12003c5ca7e9","fetched_at":"2026-10-27T21:00:20.328169+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.3125,"score":39.0625,"n":16,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/coolsnowwolf__lede.json","source_sha256":"ab2fe9bb7f2624d7dc4e5dd4eb3bae3db7a425af967380059962532de3cd1a65","fetched_at":"2026-10-10T20:07:13.923269+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.2727,"score":54.54,"n":11,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/coolsnowwolf__lede.json","source_sha256":"ab2fe9bb7f2624d7dc4e5dd4eb3bae3db7a425af967380059962532de3cd1a65","fetched_at":"2026-10-10T20:07:13.923269+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/coolsnowwolf__lede.json","source_sha256":"5ce921306ea46a6fae880ee1e1a9d85ae76b9269b5b37e14ebbe4e667b12d02b","fetched_at":"2026-10-26T14:13:16.403947+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5427,"score":54.269999999999996,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/coolsnowwolf__lede.json","source_sha256":"e66dac0294081e5f22878e7fca34aa7e0d6f4545c2d9eaa0a74abe74177bf4d6","fetched_at":"2026-10-28T09:31:49.695349+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":50.0,"score":50.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/coolsnowwolf__lede.json","source_sha256":"72a935ede984a0cd20612b7e2c223c9348c9081914ef9d7bd839b7d49e13530a","fetched_at":"2026-10-30T08:31:05.058806+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/coolsnowwolf__lede.json","source_sha256":"eac648ff211bdc06bccf846055ec1c2db01f75aa7c845fefc8eb12003c5ca7e9","fetched_at":"2026-10-27T21:00:20.328169+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":0.0513,"score":6.4125,"n":39,"window_start":"2026-04-22T02:07:12.668882+00:00","window_end":"2026-10-19T02:07:12.668882+00:00","method":"primary","source":"raw/pr_window/coolsnowwolf__lede.json","source_sha256":"0f768820c949076ba0c552faa9e3a4e6efaead5a20b5b9bf1ae01c8c426e9e98","fetched_at":"2026-10-19T02:07:12.668882+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":61.1686,"score":91.23314065510597,"n":33,"window_start":"2026-04-22T02:07:12.668882+00:00","window_end":"2026-10-19T02:07:12.668882+00:00","method":"primary","source":"raw/pr_window/coolsnowwolf__lede.json","source_sha256":"0f768820c949076ba0c552faa9e3a4e6efaead5a20b5b9bf1ae01c8c426e9e98","fetched_at":"2026-10-19T02:07:12.668882+00:00","unmeasured_reason":null}],"answer":["For coolsnowwolf/lede, the reply time has too small a sample to measure (0 pull requests counted; 10 needed).","11% of 36 outside pull requests got no reply within 14 days (27 April to 24 October 2026).","It ranks 2,444 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":2444,"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":3015,"total":4002,"reason":null}},"similar":[{"owner":"shadowsocks","name":"shadowsocks-c","rank":2427},{"owner":"openwall","name":"john","rank":2441},{"owner":"jrouwe","name":"JoltPhysics","rank":2453},{"owner":"google","name":"highway","rank":2466},{"owner":"swaywm","name":"sway","rank":2477}]},"cxasm/notepad--":{"detail":{"owner":"cxasm","name":"notepad--","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"9732602f64e103700805747dfd09d0863d3336a93017e9ee17a96ce547a2887e","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":[]},"DefectDojo/django-DefectDojo":{"detail":{"owner":"DefectDojo","name":"django-DefectDojo","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"b3004aed07e32110863dbb7db932a1d4e6bddfe9ef0a4b33a51a5a5fed52fa35","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":31,"tie_group":null,"porchlamp":77.2,"coverage":0.65,"tier":"B","tier_ceiling":"B","quadrant":"Sweet Spot","leverage":66.18,"friction":10.88,"leverage_coverage":0.675,"friction_coverage":0.675,"p_responsiveness":95.840743763976,"c_responsiveness":0.55,"p_criticality":58.38,"c_criticality":0.35,"p_governance":86.0,"c_governance":1.0,"p_rigor":65.965,"c_rigor":1.0,"p_accessibility":77.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold"},"persona_composites":{"ai_assisted":{"porchlamp":74.53,"coverage":0.73,"tier":"B","rated":true},"balanced":{"porchlamp":77.2,"coverage":0.65,"tier":"B","rated":true},"career_capital":{"porchlamp":null,"coverage":0.5825,"tier":null,"rated":false},"first_timer":{"porchlamp":81.98,"coverage":0.6275,"tier":"B","rated":true},"senior_systems":{"porchlamp":73.35,"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/DefectDojo__django-DefectDojo.json","source_sha256":"2af77bf590610a536a8e1d39decce09ebea89609948c0512d3db473f38b96b5c","fetched_at":"2026-10-28T01:43:56.377161+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":12,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/DefectDojo__django-DefectDojo.json","source_sha256":"a7f0dfb4fac8c2196180ce1c5eb8556feb18548829fa00ee0bd800f0fd496756","fetched_at":"2026-10-26T03:16:07.817073+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":1982,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/DefectDojo__django-DefectDojo.json","source_sha256":"c4c8b18b2222fcb87ad27f6ebb6402c69e3a52774dd7ec952df6684fa789cf0b","fetched_at":"2026-10-29T08:47:49.668648+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.009296148738379814,"score":98.14077025232403,"n":753,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/DefectDojo__django-DefectDojo.json","source_sha256":"38fc0f374f88592db1599160fac71ed29793be9ad46e34bd38552d9ef01b7311","fetched_at":"2026-10-22T13:42:51.138355+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/DefectDojo__django-DefectDojo.json","source_sha256":"2af77bf590610a536a8e1d39decce09ebea89609948c0512d3db473f38b96b5c","fetched_at":"2026-10-28T01:43:56.377161+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":8,"score":80.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/DefectDojo__django-DefectDojo.json","source_sha256":"3e1c02b9efa2753d67cf590596c6e72e95cd3db10d2f5ccf270b623af4cb0421","fetched_at":"2026-10-27T10:36:50.099893+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5838,"score":58.379999999999995,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/DefectDojo__django-DefectDojo.json","source_sha256":"10411b1be48a165a10bce746555b9bad1a4e857fee9eabcf7dd4e417da237a33","fetched_at":"2026-10-29T08:47:49.823140+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":85.0,"score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/DefectDojo__django-DefectDojo.json","source_sha256":"6ebcad65af6307efdb558a671d7c3a1efd8b179ad58f211fd8940b1740784a1f","fetched_at":"2026-10-30T14:01:09.281461+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/DefectDojo__django-DefectDojo.json","source_sha256":"2af77bf590610a536a8e1d39decce09ebea89609948c0512d3db473f38b96b5c","fetched_at":"2026-10-28T01:43:56.377161+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":0.0924,"score":11.549999999999999,"n":877,"window_start":"2026-04-25T13:42:51.138355+00:00","window_end":"2026-10-22T13:42:51.138355+00:00","method":"primary","source":"raw/pr_window/DefectDojo__django-DefectDojo.json","source_sha256":"38fc0f374f88592db1599160fac71ed29793be9ad46e34bd38552d9ef01b7311","fetched_at":"2026-10-22T13:42:51.138355+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":9.9014,"score":100.0,"n":858,"window_start":"2026-04-25T13:42:51.138355+00:00","window_end":"2026-10-22T13:42:51.138355+00:00","method":"primary","source":"raw/pr_window/DefectDojo__django-DefectDojo.json","source_sha256":"38fc0f374f88592db1599160fac71ed29793be9ad46e34bd38552d9ef01b7311","fetched_at":"2026-10-22T13:42:51.138355+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":142.2372,"score":79.91293532338308,"n":847,"window_start":"2026-04-25T13:42:51.138355+00:00","window_end":"2026-10-22T13:42:51.138355+00:00","method":"primary","source":"raw/pr_window/DefectDojo__django-DefectDojo.json","source_sha256":"38fc0f374f88592db1599160fac71ed29793be9ad46e34bd38552d9ef01b7311","fetched_at":"2026-10-22T13:42:51.138355+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to DefectDojo/django-DefectDojo got a first human reply in a median of 9.9 hours (858 pull requests, 25 April to 22 October 2026); 1% got none within 14 days.","It ranks 31 of 4,044 overall.","For first-time contributors it ranks 23 of 1,904 (the top 2%)."],"standings":{"balanced":{"rank":31,"total":4044,"reason":null},"first_timer":{"rank":23,"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":100,"total":986,"reason":null},"ai_assisted":{"rank":98,"total":4002,"reason":null}},"similar":[{"owner":"scikit-learn","name":"scikit-learn","rank":15},{"owner":"getsentry","name":"sentry","rank":23},{"owner":"onnx","name":"onnx","rank":24},{"owner":"ray-project","name":"ray","rank":25},{"owner":"python","name":"cpython","rank":40}]},"dora-rs/dora":{"detail":{"owner":"dora-rs","name":"dora","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"12e5648752f6bd2ad2c01af36d98f0292387db4793bc2b3fc988b46284c4bdc2","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1530,"tie_group":380,"porchlamp":58.15,"coverage":0.8125,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":53.08,"friction":34.74,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":88.223482568004,"c_responsiveness":0.55,"p_criticality":48.098505523461,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":63.10468,"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":59.93,"coverage":0.86,"tier":"B","rated":true},"balanced":{"porchlamp":58.15,"coverage":0.8125,"tier":"B","rated":true},"career_capital":{"porchlamp":54.36,"coverage":0.81,"tier":"C","rated":true},"first_timer":{"porchlamp":58.57,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":56.81,"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/dora-rs__dora.json","source_sha256":"c1aa2a8db53aba9dfb98c5723d782fc3b8388a3f84666cb729981ad433ad9c37","fetched_at":"2026-10-28T02:26:26.880038+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":6,"score":52.34986945169713,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/dora-rs__dora.json","source_sha256":"2ed84178f12adf6d976c7180e26f49d6ada29889d7baf3fce61f79deedf74c48","fetched_at":"2026-10-27T14:37:34.968516+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":2808,"score":32.15223097112861,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__dora.json","source_sha256":"73751f91f3afccbb95a547fde4b0fcb53db39975a9ef59a1bbc61854a864782a","fetched_at":"2026-10-30T15:03:40.698399+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":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/dora-rs__dora.json","source_sha256":"0a3283d68941be2a8b280ee931c012e8296e6785a7772fed922f2fe85d286a4d","fetched_at":"2026-10-26T08:03:05.184832+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":2071,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/dora-rs__dora.json","source_sha256":"aeff259e860c8cc3ab31c59e0b47522b96e86c68f82d529212edcdf5f669bcf7","fetched_at":"2026-10-29T11:43:30.914418+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.006622516556291391,"score":98.67549668874172,"n":151,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/dora-rs__dora.json","source_sha256":"55ff3650016de60534728f6958a74c754a24c13c7ec0e8da5d91e0bbdfe0c50e","fetched_at":"2026-10-22T20:15:53.412766+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/dora-rs__dora.json","source_sha256":"c1aa2a8db53aba9dfb98c5723d782fc3b8388a3f84666cb729981ad433ad9c37","fetched_at":"2026-10-28T02:26:26.880038+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/dora-rs__dora.json","source_sha256":"53cfa1850cf98d13ec621ce58ae7a659d0438be22babd2ad8e3c9ed303fde8db","fetched_at":"2026-10-27T14:37:16.315429+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5463,"score":54.63,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/dora-rs__dora.json","source_sha256":"aa3ae96113b5d78e2416693aff2abc1028b67a81d754f0790d9726bb716ecabc","fetched_at":"2026-10-29T11:43:31.057285+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":11.5117,"score":11.5117,"n":1207,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/dora-rs__dora.json","source_sha256":"55ff3650016de60534728f6958a74c754a24c13c7ec0e8da5d91e0bbdfe0c50e","fetched_at":"2026-10-27T14:37:37.298127+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/dora-rs__dora.json","source_sha256":"c1aa2a8db53aba9dfb98c5723d782fc3b8388a3f84666cb729981ad433ad9c37","fetched_at":"2026-10-28T02:26:26.880038+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":0.9688,"score":100.0,"n":160,"window_start":"2026-04-25T20:15:53.412766+00:00","window_end":"2026-10-22T20:15:53.412766+00:00","method":"primary","source":"raw/pr_window/dora-rs__dora.json","source_sha256":"55ff3650016de60534728f6958a74c754a24c13c7ec0e8da5d91e0bbdfe0c50e","fetched_at":"2026-10-22T20:15:53.412766+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":1.7375,"score":100.0,"n":175,"window_start":"2026-04-25T20:15:53.412766+00:00","window_end":"2026-10-22T20:15:53.412766+00:00","method":"primary","source":"raw/pr_window/dora-rs__dora.json","source_sha256":"55ff3650016de60534728f6958a74c754a24c13c7ec0e8da5d91e0bbdfe0c50e","fetched_at":"2026-10-22T20:15:53.412766+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":438.1306,"score":37.21590909090909,"n":125,"window_start":"2026-04-25T20:15:53.412766+00:00","window_end":"2026-10-22T20:15:53.412766+00:00","method":"primary","source":"raw/pr_window/dora-rs__dora.json","source_sha256":"55ff3650016de60534728f6958a74c754a24c13c7ec0e8da5d91e0bbdfe0c50e","fetched_at":"2026-10-22T20:15:53.412766+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to dora-rs/dora got a first human reply in a median of 1.7 hours (175 pull requests, 25 April to 22 October 2026); 1% got none within 14 days.","It ranks 1,530 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1530,"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":1438,"total":4002,"reason":null}},"similar":[{"owner":"pimalaya","name":"himalaya","rank":1519},{"owner":"RustPython","name":"RustPython","rank":1520},{"owner":"macro-inc","name":"macro","rank":1522},{"owner":"modelcontextprotocol","name":"rust-sdk","rank":1538},{"owner":"eclipse-zenoh","name":"zenoh","rank":1544}]},"flashlight/wav2letter":{"detail":{"owner":"flashlight","name":"wav2letter","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"5b6b809a43bb61469b8ca451c9905ddc30240df5ccda709d49267f4857ce0e53","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":[]},"helidon-io/helidon":{"detail":{"owner":"helidon-io","name":"helidon","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"0e947f5c4882655755c4844a02639abcb222e2edd09c7f7ca255fd1e9dd388a9","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1873,"tie_group":477,"porchlamp":56.11,"coverage":0.8125,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":50.48,"friction":36.19,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":85.417507393792,"c_responsiveness":0.55,"p_criticality":42.763300699301,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":63.34108,"c_rigor":1.0,"p_accessibility":29.7625,"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":58.36,"coverage":0.86,"tier":"B","rated":true},"balanced":{"porchlamp":56.11,"coverage":0.8125,"tier":"B","rated":true},"career_capital":{"porchlamp":51.91,"coverage":0.81,"tier":"C","rated":true},"first_timer":{"porchlamp":57.01,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":54.56,"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/helidon-io__helidon.json","source_sha256":"9bcf3345a68fb958eb7be344f71bbccc51f5fe56319f1b6a7299ee36164ed273","fetched_at":"2026-10-28T02:27:42.737078+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":60,"score":38.81118881118881,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/helidon-io__helidon.json","source_sha256":"f815189d6a46ced258426d831884c779288b545c9c1688331e823a462b65fb90","fetched_at":"2026-10-27T14:44:41.777144+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":75.875,"score":75.875,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/helidon-io__helidon.json","source_sha256":"6f91088dab15c8af2e588962fff5857456b02787e054eefb545f4e60ccbf5504","fetched_at":"2026-10-26T08:23:36.073217+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":784,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/helidon-io__helidon.json","source_sha256":"6e4a6b3808489c38fe6d193efa305e1abb5168f738d3909cec37a5de98c0592a","fetched_at":"2026-10-29T11:46:53.676987+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.12307692307692308,"score":75.38461538461539,"n":65,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/helidon-io__helidon.json","source_sha256":"df3f1cc1489a90e3fa9177cce48867cd977c510f6ee2dde0dd32544234809ed9","fetched_at":"2026-10-22T20:29:09.781746+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/helidon-io__helidon.json","source_sha256":"9bcf3345a68fb958eb7be344f71bbccc51f5fe56319f1b6a7299ee36164ed273","fetched_at":"2026-10-28T02:27:42.737078+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":1,"score":10.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/helidon-io__helidon.json","source_sha256":"35caeb71089cb253808fd0c4fc6e424de652100a23c36e9e0e8cd88b72a7f28f","fetched_at":"2026-10-27T14:44:22.445426+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4728,"score":47.28,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/helidon-io__helidon.json","source_sha256":"8d1b3bd06707649c830114f12f6319bf73344ee8aa9ed7685a9af3cec3d5921e","fetched_at":"2026-10-29T11:46:53.728702+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":93.0277,"score":93.0277,"n":589,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/helidon-io__helidon.json","source_sha256":"df3f1cc1489a90e3fa9177cce48867cd977c510f6ee2dde0dd32544234809ed9","fetched_at":"2026-10-27T14:44:44.588387+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/helidon-io__helidon.json","source_sha256":"9bcf3345a68fb958eb7be344f71bbccc51f5fe56319f1b6a7299ee36164ed273","fetched_at":"2026-10-28T02:27:42.737078+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":0.3768,"score":47.1,"n":69,"window_start":"2026-04-25T20:29:09.781746+00:00","window_end":"2026-10-22T20:29:09.781746+00:00","method":"primary","source":"raw/pr_window/helidon-io__helidon.json","source_sha256":"df3f1cc1489a90e3fa9177cce48867cd977c510f6ee2dde0dd32544234809ed9","fetched_at":"2026-10-22T20:29:09.781746+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":10.1517,"score":100.0,"n":79,"window_start":"2026-04-25T20:29:09.781746+00:00","window_end":"2026-10-22T20:29:09.781746+00:00","method":"primary","source":"raw/pr_window/helidon-io__helidon.json","source_sha256":"df3f1cc1489a90e3fa9177cce48867cd977c510f6ee2dde0dd32544234809ed9","fetched_at":"2026-10-22T20:29:09.781746+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":358.1631,"score":56.719367588932805,"n":62,"window_start":"2026-04-25T20:29:09.781746+00:00","window_end":"2026-10-22T20:29:09.781746+00:00","method":"primary","source":"raw/pr_window/helidon-io__helidon.json","source_sha256":"df3f1cc1489a90e3fa9177cce48867cd977c510f6ee2dde0dd32544234809ed9","fetched_at":"2026-10-22T20:29:09.781746+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to helidon-io/helidon got a first human reply in a median of 10.2 hours (79 pull requests, 25 April to 22 October 2026); 12% got none within 14 days.","It ranks 1,873 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1873,"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":1660,"total":4002,"reason":null}},"similar":[{"owner":"SeleniumHQ","name":"selenium","rank":1835},{"owner":"graphql-java","name":"graphql-java","rank":1836},{"owner":"swagger-api","name":"swagger-core","rank":1849},{"owner":"AsyncHttpClient","name":"async-http-client","rank":1884},{"owner":"iflytek","name":"astron-agent","rank":1899}]},"hpcaitech/Open-Sora":{"detail":{"owner":"hpcaitech","name":"Open-Sora","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"6e18f6430af4aa65d003f2a294ed004f9f39c362770288e45a61dce64067379a","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":[]},"hugohe3/ppt-master":{"detail":{"owner":"hugohe3","name":"ppt-master","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"53e0ac3a52feeeb0be35d05698a6c953da45f618f2e1676279984bde1ec69f71","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1642,"tie_group":null,"porchlamp":57.46,"coverage":0.815,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":57.6,"friction":38.87,"leverage_coverage":0.675,"friction_coverage":0.97,"p_responsiveness":87.011902985075,"c_responsiveness":1.0,"p_criticality":49.92,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":75.13156,"c_rigor":1.0,"p_accessibility":12.352941176471,"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":62.49,"coverage":0.855,"tier":"B","rated":true},"balanced":{"porchlamp":57.46,"coverage":0.815,"tier":"B","rated":true},"career_capital":{"porchlamp":52.43,"coverage":0.7425,"tier":"C","rated":true},"first_timer":{"porchlamp":54.24,"coverage":0.89,"tier":"C","rated":true},"senior_systems":{"porchlamp":58.79,"coverage":0.765,"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/hugohe3__ppt-master.json","source_sha256":"4bc362cc17173ec2a07cf0bebbe1bdd4383a56e9de057ec298755b152001797f","fetched_at":"2026-10-27T19:33:18.479581+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":52,"window_start":"2026-04-21T13:30:52.431442+00:00","window_end":"2026-07-20T13:30:52.431442+00:00","method":"primary","source":"raw/pr_window/hugohe3__ppt-master.json","source_sha256":"75e47f257f696511f346238a1abe6e95125a818b609d748ae759f8286e6783d0","fetched_at":"2026-10-18T13:30:52.431442+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":0,"window_start":null,"window_end":null,"method":"proxy:setup_signals_only","source":"raw/actions_runs/hugohe3__ppt-master.json","source_sha256":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","fetched_at":"2026-10-24T20:04:53.720306+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":2217,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/hugohe3__ppt-master.json","source_sha256":"b81bc1a8ca90d4b0337e78ecc11bae2811c80b398f99f849576fb64f2043f12b","fetched_at":"2026-10-28T06:41:22.795320+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.0,"score":100.0,"n":79,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/hugohe3__ppt-master.json","source_sha256":"75e47f257f696511f346238a1abe6e95125a818b609d748ae759f8286e6783d0","fetched_at":"2026-10-18T13:30:52.431442+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/hugohe3__ppt-master.json","source_sha256":"4bc362cc17173ec2a07cf0bebbe1bdd4383a56e9de057ec298755b152001797f","fetched_at":"2026-10-27T19:33:18.479581+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.2857,"score":35.7125,"n":49,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/hugohe3__ppt-master.json","source_sha256":"10dd98bc30ff19239c95461f2ee273d2fc23da17401111ae2b3e3e0e1e1865cf","fetched_at":"2026-10-10T19:40:45.721123+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/hugohe3__ppt-master.json","source_sha256":"10dd98bc30ff19239c95461f2ee273d2fc23da17401111ae2b3e3e0e1e1865cf","fetched_at":"2026-10-10T19:40:45.721123+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/hugohe3__ppt-master.json","source_sha256":"c4779a6c8f2d5db05112c01c62f1d827fdcf0407903291413b2727228a5bc338","fetched_at":"2026-10-26T12:16:49.826726+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4992,"score":49.919999999999995,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/hugohe3__ppt-master.json","source_sha256":"f264f0b81e3a1beda070333d0c9869762c8f973e3c6acd3aa24c3e6db547fec4","fetched_at":"2026-10-28T06:41:22.928278+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":41.5789,"score":41.5789,"n":38,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/hugohe3__ppt-master.json","source_sha256":"75e47f257f696511f346238a1abe6e95125a818b609d748ae759f8286e6783d0","fetched_at":"2026-10-26T12:16:53.706236+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/hugohe3__ppt-master.json","source_sha256":"4bc362cc17173ec2a07cf0bebbe1bdd4383a56e9de057ec298755b152001797f","fetched_at":"2026-10-27T19:33:18.479581+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":0.8333,"score":100.0,"n":84,"window_start":"2026-04-21T13:30:52.431442+00:00","window_end":"2026-10-18T13:30:52.431442+00:00","method":"primary","source":"raw/pr_window/hugohe3__ppt-master.json","source_sha256":"75e47f257f696511f346238a1abe6e95125a818b609d748ae759f8286e6783d0","fetched_at":"2026-10-18T13:30:52.431442+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":2.7594,"score":100.0,"n":77,"window_start":"2026-04-21T13:30:52.431442+00:00","window_end":"2026-10-18T13:30:52.431442+00:00","method":"primary","source":"raw/pr_window/hugohe3__ppt-master.json","source_sha256":"75e47f257f696511f346238a1abe6e95125a818b609d748ae759f8286e6783d0","fetched_at":"2026-10-18T13:30:52.431442+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":10.6461,"score":98.69402985074626,"n":38,"window_start":"2026-04-21T13:30:52.431442+00:00","window_end":"2026-10-18T13:30:52.431442+00:00","method":"primary","source":"raw/pr_window/hugohe3__ppt-master.json","source_sha256":"75e47f257f696511f346238a1abe6e95125a818b609d748ae759f8286e6783d0","fetched_at":"2026-10-18T13:30:52.431442+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to hugohe3/ppt-master got a first human reply in a median of 2.8 hours (77 pull requests, 21 April to 18 October 2026); 0% got none within 14 days.","It ranks 1,642 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":1642,"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":1084,"total":4002,"reason":null}},"similar":[{"owner":"oumi-ai","name":"oumi","rank":1631},{"owner":"TheAlgorithms","name":"Python","rank":1633},{"owner":"lark-parser","name":"lark","rank":1640},{"owner":"OpenByteInc","name":"QuantDinger","rank":1641},{"owner":"LibrePhotos","name":"librephotos","rank":1648}]},"hyperium/hyper":{"detail":{"owner":"hyperium","name":"hyper","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"1e2e03b70c1f583a7d33bc3c54a98b1a9147aeb76b602ecb53a4dc8758e5b363","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":88,"tie_group":null,"porchlamp":73.64,"coverage":1.0,"tier":"A","tier_ceiling":null,"quadrant":"Sweet Spot","leverage":74.76,"friction":22.99,"leverage_coverage":1.0,"friction_coverage":1.0,"p_responsiveness":84.666676397237,"c_responsiveness":1.0,"p_criticality":81.28870629373,"c_criticality":1.0,"p_governance":87.25,"c_governance":1.0,"p_rigor":55.53625,"c_rigor":1.0,"p_accessibility":42.5,"c_accessibility":1.0,"persona_gates":{},"persona_composites":{"ai_assisted":{"porchlamp":69.97,"coverage":1.0,"tier":"B","rated":true},"balanced":{"porchlamp":73.64,"coverage":1.0,"tier":"A","rated":true},"career_capital":{"porchlamp":72.53,"coverage":1.0,"tier":"A","rated":true},"first_timer":{"porchlamp":69.15,"coverage":1.0,"tier":"B","rated":true},"senior_systems":{"porchlamp":76.2,"coverage":1.0,"tier":"A","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/hyperium__hyper.json","source_sha256":"b71d4e4f89ebdc41546035a4823b1363b4d43b9fc3c13601fa8286b2586a0f90","fetched_at":"2026-10-27T19:03:07.917204+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":3915,"score":95.95300261096605,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/hyperium__hyper.json","source_sha256":"9d4f70fce5e1c9b6f02583e00e00010fd7814b3075dfe8882178861bc768b591","fetched_at":"2026-10-26T10:14:51.760800+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":86108147,"score":93.83202099737532,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__hyper.json","source_sha256":"4a769d1c20a21d0d3454865461908d1709de8de4671579529b701d842f12f0ef","fetched_at":"2026-10-30T07:22:20.735671+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.8235,"score":100.0,"n":34,"window_start":"2026-04-21T07:15:13.522306+00:00","window_end":"2026-07-20T07:15:13.522306+00:00","method":"primary","source":"raw/pr_window/hyperium__hyper.json","source_sha256":"35dcbfa2b79897aeeed79af7455c01fe5d6fefb4e717a1d7eeae1b6e2d77333e","fetched_at":"2026-10-18T07:15:13.522306+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/hyperium__hyper.json","source_sha256":"44e7de1a9a8efd15af2cfa66a6cc66162decab1032c98d1034563e17aab01164","fetched_at":"2026-10-24T19:04:44.113408+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":5,"score":100.0,"n":136,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/hyperium__hyper.json","source_sha256":"9471f5f7877f5b7ffbaef9b92fa2ddbc9f3bd0f2a03107f23cc60df3b5a127d0","fetched_at":"2026-10-28T04:06:05.394827+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.14814814814814814,"score":70.37037037037038,"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/hyperium__hyper.json","source_sha256":"35dcbfa2b79897aeeed79af7455c01fe5d6fefb4e717a1d7eeae1b6e2d77333e","fetched_at":"2026-10-18T07:15:13.522306+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/hyperium__hyper.json","source_sha256":"b71d4e4f89ebdc41546035a4823b1363b4d43b9fc3c13601fa8286b2586a0f90","fetched_at":"2026-10-27T19:03:07.917204+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.6897,"score":86.21249999999999,"n":29,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/hyperium__hyper.json","source_sha256":"4bbef6e81a4fd45a0a6416e0f838309e8bc9f9be0fa7679ad743fc36a472ec3b","fetched_at":"2026-10-29T17:46:05.625036+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.6667,"score":100.0,"n":18,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/hyperium__hyper.json","source_sha256":"4bbef6e81a4fd45a0a6416e0f838309e8bc9f9be0fa7679ad743fc36a472ec3b","fetched_at":"2026-10-29T17:46:05.625036+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/hyperium__hyper.json","source_sha256":"88e58ea8b82a399a22026e8fd4b1645e6084fcb85ba9065d4c06eaf63d8fc228","fetched_at":"2026-10-26T10:14:05.462096+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5557,"score":55.57,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/hyperium__hyper.json","source_sha256":"58e180c97b8f88f017fe9f8a99044e0456d86f03616e6a2a7be11632c446e420","fetched_at":"2026-10-28T04:06:05.415539+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/hyperium__hyper.json","source_sha256":"529817652f3915dcab606eea09fe7e0c2cb281c0f19d8d8a31b7b61df6a7c55d","fetched_at":"2026-10-30T07:22:16.889979+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"DOCUMENTED","score":75.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/hyperium__hyper.json","source_sha256":"b71d4e4f89ebdc41546035a4823b1363b4d43b9fc3c13601fa8286b2586a0f90","fetched_at":"2026-10-27T19:03:07.917204+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":12,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/hyperium__hyper.json","source_sha256":"4bbef6e81a4fd45a0a6416e0f838309e8bc9f9be0fa7679ad743fc36a472ec3b","fetched_at":"2026-10-29T17:46:05.625036+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.4143,"score":51.7875,"n":70,"window_start":"2026-04-21T07:15:13.522306+00:00","window_end":"2026-10-18T07:15:13.522306+00:00","method":"primary","source":"raw/pr_window/hyperium__hyper.json","source_sha256":"35dcbfa2b79897aeeed79af7455c01fe5d6fefb4e717a1d7eeae1b6e2d77333e","fetched_at":"2026-10-18T07:15:13.522306+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":15.4897,"score":90.79313007833163,"n":75,"window_start":"2026-04-21T07:15:13.522306+00:00","window_end":"2026-10-18T07:15:13.522306+00:00","method":"primary","source":"raw/pr_window/hyperium__hyper.json","source_sha256":"35dcbfa2b79897aeeed79af7455c01fe5d6fefb4e717a1d7eeae1b6e2d77333e","fetched_at":"2026-10-18T07:15:13.522306+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":329.04,"score":46.30681818181818,"n":54,"window_start":"2026-04-21T07:15:13.522306+00:00","window_end":"2026-10-18T07:15:13.522306+00:00","method":"primary","source":"raw/pr_window/hyperium__hyper.json","source_sha256":"35dcbfa2b79897aeeed79af7455c01fe5d6fefb4e717a1d7eeae1b6e2d77333e","fetched_at":"2026-10-18T07:15:13.522306+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to hyperium/hyper got a first human reply in a median of 15.5 hours (75 pull requests, 21 April to 18 October 2026); 15% got none within 14 days.","It ranks 88 of 4,044 overall.","For first-time contributors it ranks 279 of 1,904 (the top 15%)."],"standings":{"balanced":{"rank":88,"total":4044,"reason":null},"first_timer":{"rank":279,"total":1904,"reason":null},"career_capital":{"rank":67,"total":872,"reason":null},"senior_systems":{"rank":54,"total":986,"reason":null},"ai_assisted":{"rank":335,"total":4002,"reason":null}},"similar":[{"owner":"RustAudio","name":"cpal","rank":77},{"owner":"rust-lang","name":"socket2","rank":79},{"owner":"uutils","name":"coreutils","rank":84},{"owner":"wasm-bindgen","name":"wasm-bindgen","rank":87},{"owner":"quinn-rs","name":"quinn","rank":90}]},"i3/i3":{"detail":{"owner":"i3","name":"i3","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"57045cf3cfb978624adc5b354474fd5c453874dabe8e70a3659e1accd4866002","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3781,"tie_group":991,"porchlamp":38.3,"coverage":0.795,"tier":"D","tier_ceiling":"B","quadrant":"Crucible","leverage":55.25,"friction":75.14,"leverage_coverage":0.91,"friction_coverage":0.695,"p_responsiveness":4.517233997003,"c_responsiveness":0.45,"p_criticality":45.23,"c_criticality":1.0,"p_governance":59.25,"c_governance":1.0,"p_rigor":69.285714285714,"c_rigor":0.7,"p_accessibility":24.121176470588,"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":45.5,"coverage":0.77,"tier":"C","rated":true},"balanced":{"porchlamp":38.3,"coverage":0.795,"tier":"D","rated":true},"career_capital":{"porchlamp":37.37,"coverage":0.83,"tier":"D","rated":true},"first_timer":{"porchlamp":29.16,"coverage":0.7325,"tier":"D","rated":true},"senior_systems":{"porchlamp":46.38,"coverage":0.85,"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/i3__i3.json","source_sha256":"1122d6364fb203ae9d072731fb5c5b952f2b4785162faf5c21670b53ad2d6448","fetched_at":"2026-10-27T23:10:52.282901+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":70.0,"score":70.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/i3__i3.json","source_sha256":"6248ef54bb78aabb16f571e2df47032a367689683b2522c1a880337522713dbb","fetched_at":"2026-10-25T04:15:24.097760+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":49,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/i3__i3.json","source_sha256":"15bbfd51c8ce9ee18c3c6aa72c78687761974cc0af27afb80c644e30dfc55b51","fetched_at":"2026-10-28T20:07:59.019819+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.625,"score":0.0,"n":16,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/i3__i3.json","source_sha256":"d73d9b060f9ecf3533707c99bfae825df3e0201517451e33652c951f7d9d4c68","fetched_at":"2026-10-22T07:27:58.225917+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/i3__i3.json","source_sha256":"1122d6364fb203ae9d072731fb5c5b952f2b4785162faf5c21670b53ad2d6448","fetched_at":"2026-10-27T23:10:52.282901+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.0,"score":0.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/i3__i3.json","source_sha256":"8c5627fefdfac8d3e4bf19fdf155c98545025f5c4aafe6d8a7ddf01d116ebd23","fetched_at":"2026-10-10T22:51:53.355047+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.1429,"score":28.58,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/i3__i3.json","source_sha256":"8c5627fefdfac8d3e4bf19fdf155c98545025f5c4aafe6d8a7ddf01d116ebd23","fetched_at":"2026-10-10T22:51:53.355047+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/i3__i3.json","source_sha256":"f7e3fb06cea5340d6cf871579b5a407c1476e607fc2456b20e71cf364c7aaf9c","fetched_at":"2026-10-26T22:18:45.683587+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4523,"score":45.23,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/i3__i3.json","source_sha256":"38a475776a59ce0ba9dbf059053525157bf22a004b1b665558a57add29c582fb","fetched_at":"2026-10-28T20:07:59.031023+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":50.0,"score":50.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/i3__i3.json","source_sha256":"75ace6f4b73856500cafc76ecf652b4a9618ca0bb81a48a09839735b36d3369f","fetched_at":"2026-10-30T10:54:52.863869+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/i3__i3.json","source_sha256":"1122d6364fb203ae9d072731fb5c5b952f2b4785162faf5c21670b53ad2d6448","fetched_at":"2026-10-27T23:10:52.282901+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":906.0586,"score":20.32755298651253,"n":5,"window_start":"2026-04-25T07:27:58.225917+00:00","window_end":"2026-10-22T07:27:58.225917+00:00","method":"primary","source":"raw/pr_window/i3__i3.json","source_sha256":"d73d9b060f9ecf3533707c99bfae825df3e0201517451e33652c951f7d9d4c68","fetched_at":"2026-10-22T07:27:58.225917+00:00","unmeasured_reason":null}],"answer":["For i3/i3, the reply time has too small a sample to measure (0 pull requests counted; 10 needed).","63% of 16 outside pull requests got no reply within 14 days (27 April to 24 October 2026).","It ranks 3,781 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":3781,"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":3356,"total":4002,"reason":null}},"similar":[{"owner":"istoreos","name":"istoreos","rank":3762},{"owner":"OHF-Voice","name":"piper1-gpl","rank":3765},{"owner":"mit-pdos","name":"xv6-riscv","rank":3771},{"owner":"zeux","name":"meshoptimizer","rank":3788},{"owner":"jedisct1","name":"libsodium","rank":3797}]},"jasperproject/jasper-client":{"detail":{"owner":"jasperproject","name":"jasper-client","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"c98bda86d98614af32d317ab147e57801b94aed8e84eb57dd76f8d05884db830","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":[]},"jpush/aurora-imui":{"detail":{"owner":"jpush","name":"aurora-imui","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"5ece9aa8b73ca8e77b20c5d224ffa79c7faabbb26711743469e84846d2417374","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":[]},"luongnv89/claude-howto":{"detail":{"owner":"luongnv89","name":"claude-howto","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"4d7d5cef503cc4be1a26c634bc4557a38d150121cbfc59616e88defc521c8aa9","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2781,"tie_group":737,"porchlamp":49.95,"coverage":0.815,"tier":"C","tier_ceiling":"A","quadrant":"Nursery","leverage":48.57,"friction":46.57,"leverage_coverage":0.675,"friction_coverage":0.97,"p_responsiveness":64.749297047845,"c_responsiveness":1.0,"p_criticality":39.65,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":62.1475,"c_rigor":1.0,"p_accessibility":29.535294117647,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":53.16,"coverage":0.855,"tier":"C","rated":true},"balanced":{"porchlamp":49.95,"coverage":0.815,"tier":"C","rated":true},"career_capital":{"porchlamp":46.52,"coverage":0.7425,"tier":"C","rated":true},"first_timer":{"porchlamp":49.28,"coverage":0.89,"tier":"C","rated":true},"senior_systems":{"porchlamp":50.12,"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/luongnv89__claude-howto.json","source_sha256":"8feb4602b6142f701333d5dea9b5b101279acee1aae5833ba42244ca59f6e4fa","fetched_at":"2026-10-27T19:45:06.949644+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":0.7222,"score":90.27499999999999,"n":18,"window_start":"2026-04-21T18:23:05.083678+00:00","window_end":"2026-07-20T18:23:05.083678+00:00","method":"primary","source":"raw/pr_window/luongnv89__claude-howto.json","source_sha256":"3184f9f567bc40c28f184102567e537b39ac49976b0d58835901f05ad5610e6c","fetched_at":"2026-10-18T18:23:05.083678+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/luongnv89__claude-howto.json","source_sha256":"d5a59df966df5edcd2dd2e3903688e05feac09f7e09416de33a8f8bb8d0b0a82","fetched_at":"2026-10-24T20:34:09.188161+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":259,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/luongnv89__claude-howto.json","source_sha256":"87d88068d2ac1741909784495d087ac01b51d38db4fae007e15fd8106f6c851f","fetched_at":"2026-10-28T07:46:40.457472+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.47619047619047616,"score":4.761904761904773,"n":21,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/luongnv89__claude-howto.json","source_sha256":"3184f9f567bc40c28f184102567e537b39ac49976b0d58835901f05ad5610e6c","fetched_at":"2026-10-18T18:23:05.083678+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/luongnv89__claude-howto.json","source_sha256":"8feb4602b6142f701333d5dea9b5b101279acee1aae5833ba42244ca59f6e4fa","fetched_at":"2026-10-27T19:45:06.949644+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.525,"score":65.625,"n":40,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/luongnv89__claude-howto.json","source_sha256":"136f5ca6bcbf1710bcb9136604daf3f6185cddf14991a343c724d4524292e162","fetched_at":"2026-10-10T19:50:23.262057+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.1765,"score":35.3,"n":17,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/luongnv89__claude-howto.json","source_sha256":"136f5ca6bcbf1710bcb9136604daf3f6185cddf14991a343c724d4524292e162","fetched_at":"2026-10-10T19:50:23.262057+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/luongnv89__claude-howto.json","source_sha256":"36bf3f2220315f58c1ce5f605dbd412863c2e045818599c80ce70ed3ca5922b9","fetched_at":"2026-10-26T12:58:45.439482+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3965,"score":39.65,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/luongnv89__claude-howto.json","source_sha256":"782c63efa8bccac75873eba09e1401516e4102828f4f4d2a19010b08ae97fad2","fetched_at":"2026-10-28T07:46:40.487120+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":40.0,"score":40.0,"n":50,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/luongnv89__claude-howto.json","source_sha256":"3184f9f567bc40c28f184102567e537b39ac49976b0d58835901f05ad5610e6c","fetched_at":"2026-10-26T12:58:48.798681+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/luongnv89__claude-howto.json","source_sha256":"8feb4602b6142f701333d5dea9b5b101279acee1aae5833ba42244ca59f6e4fa","fetched_at":"2026-10-27T19:45:06.949644+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":0.4706,"score":58.825,"n":17,"window_start":"2026-04-21T18:23:05.083678+00:00","window_end":"2026-10-18T18:23:05.083678+00:00","method":"primary","source":"raw/pr_window/luongnv89__claude-howto.json","source_sha256":"3184f9f567bc40c28f184102567e537b39ac49976b0d58835901f05ad5610e6c","fetched_at":"2026-10-18T18:23:05.083678+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":29.6142,"score":67.41863230589517,"n":10,"window_start":"2026-04-21T18:23:05.083678+00:00","window_end":"2026-10-18T18:23:05.083678+00:00","method":"primary","source":"raw/pr_window/luongnv89__claude-howto.json","source_sha256":"3184f9f567bc40c28f184102567e537b39ac49976b0d58835901f05ad5610e6c","fetched_at":"2026-10-18T18:23:05.083678+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":137.8683,"score":81.15671641791045,"n":14,"window_start":"2026-04-21T18:23:05.083678+00:00","window_end":"2026-10-18T18:23:05.083678+00:00","method":"primary","source":"raw/pr_window/luongnv89__claude-howto.json","source_sha256":"3184f9f567bc40c28f184102567e537b39ac49976b0d58835901f05ad5610e6c","fetched_at":"2026-10-18T18:23:05.083678+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to luongnv89/claude-howto got a first human reply in a median of 29.6 hours (10 pull requests, 21 April to 18 October 2026); 48% got none within 14 days.","It ranks 2,781 of 4,044 overall.","For first-time contributors it ranks 1,518 of 1,904 (the bottom 21%)."],"standings":{"balanced":{"rank":2781,"total":4044,"reason":null},"first_timer":{"rank":1518,"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":2446,"total":4002,"reason":null}},"similar":[{"owner":"bmad-code-org","name":"BMAD-METHOD","rank":2756},{"owner":"Baekalfen","name":"PyBoy","rank":2757},{"owner":"Genesis-Embodied-AI","name":"genesis-world","rank":2788},{"owner":"pyscript","name":"pyscript","rank":2793},{"owner":"oomol-lab","name":"pdf-craft","rank":2806}]},"mail-in-a-box/mailinabox":{"detail":{"owner":"mail-in-a-box","name":"mailinabox","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"5116b2597d0510f521be43cbf8355725544f2a03ed4984cf76f8abcf59485f04","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":[]},"Matt-Esch/virtual-dom":{"detail":{"owner":"Matt-Esch","name":"virtual-dom","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"a3767ebdf629f4f76abb6b9dc305bef7eb2e4efbfa6c03d6b283eac6bf1db918","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":[]},"max-mapper/art-of-node":{"detail":{"owner":"max-mapper","name":"art-of-node","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"2055af8272fc375d1a6e6b2efb6f7acc8f32d5124c897658596a3e3f6ef2bd48","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":[]},"microsoft/reactxp":{"detail":{"owner":"microsoft","name":"reactxp","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"b3c57cdb706a4f8eea96ddc086a16173f5cb5c7766d261cfb592b0a52afe814e","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":[]},"Miserlou/Zappa":{"detail":{"owner":"Miserlou","name":"Zappa","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"921c4daf53a8e401e4952c4491b8868da57a15ce4a353f1eb1222707d5217ec9","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":[]},"nextai-translator/nextai-translator":{"detail":{"owner":"nextai-translator","name":"nextai-translator","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"031d4dd0831f31d39dec8434a6ee40559f2a63bb407c519ceecc1154177e5768","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2977,"tie_group":795,"porchlamp":48.41,"coverage":0.7,"tier":"C","tier_ceiling":"B","quadrant":"Nursery","leverage":44.71,"friction":47.1,"leverage_coverage":0.675,"friction_coverage":0.725,"p_responsiveness":58.498224251649,"c_responsiveness":0.45,"p_criticality":43.23,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":43.32668,"c_rigor":1.0,"p_accessibility":42.5,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":47.33,"coverage":0.76,"tier":"C","rated":true},"balanced":{"porchlamp":48.41,"coverage":0.7,"tier":"C","rated":true},"career_capital":{"porchlamp":47.24,"coverage":0.6625,"tier":"C","rated":true},"first_timer":{"porchlamp":49.46,"coverage":0.7425,"tier":"C","rated":true},"senior_systems":{"porchlamp":47.32,"coverage":0.69,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/nextai-translator__nextai-translator.json","source_sha256":"0f0feeb890d6eaf5dd8a34efd9d0b881e72774f464bed446e632b172ae1cd71b","fetched_at":"2026-10-27T21:23:33.319451+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":23,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/nextai-translator__nextai-translator.json","source_sha256":"1cacc5c7a2d063d0c0ec51f5fc960ab93e5ab80a0b1091fb6ada0584cf2acca1","fetched_at":"2026-10-24T22:29:17.711669+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":75,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/nextai-translator__nextai-translator.json","source_sha256":"acd0f46c09e0b7d61a90055cdf72bff8f748f6fed2ddb15746bd13486fc3fa83","fetched_at":"2026-10-28T11:26:27.567875+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.5454545454545454,"score":0.0,"n":22,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/nextai-translator__nextai-translator.json","source_sha256":"57d2efced84cdf17c6941f0a83c3cf218cdae8956a665803d5654cc8bc1ba5be","fetched_at":"2026-10-20T16:53:27.433587+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/nextai-translator__nextai-translator.json","source_sha256":"0f0feeb890d6eaf5dd8a34efd9d0b881e72774f464bed446e632b172ae1cd71b","fetched_at":"2026-10-27T21:23:33.319451+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/nextai-translator__nextai-translator.json","source_sha256":"f05d34822426456407a146c5611267380cce79d622afed3506257d9e8bd07619","fetched_at":"2026-10-10T20:42:58.172933+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.75,"score":100.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/nextai-translator__nextai-translator.json","source_sha256":"f05d34822426456407a146c5611267380cce79d622afed3506257d9e8bd07619","fetched_at":"2026-10-10T20:42:58.172933+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/nextai-translator__nextai-translator.json","source_sha256":"8439f7177e810ef4d8d2d9c9d6d120bb9c9ad66429e59c89f4f1cc25e958f9f9","fetched_at":"2026-10-26T15:33:00.197299+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4323,"score":43.230000000000004,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/nextai-translator__nextai-translator.json","source_sha256":"c6862b32d6547648eef1b4262fb1538eb050fd8e0cf107c5430c33d85c988ad5","fetched_at":"2026-10-28T11:26:27.583533+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":37.0667,"score":37.0667,"n":25,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/nextai-translator__nextai-translator.json","source_sha256":"57d2efced84cdf17c6941f0a83c3cf218cdae8956a665803d5654cc8bc1ba5be","fetched_at":"2026-10-26T15:33:12.576988+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/nextai-translator__nextai-translator.json","source_sha256":"0f0feeb890d6eaf5dd8a34efd9d0b881e72774f464bed446e632b172ae1cd71b","fetched_at":"2026-10-27T21:23:33.319451+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/nextai-translator__nextai-translator.json","source_sha256":"f05d34822426456407a146c5611267380cce79d622afed3506257d9e8bd07619","fetched_at":"2026-10-10T20:42:58.172933+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0,"score":0.0,"n":12,"window_start":"2026-04-23T16:53:27.433587+00:00","window_end":"2026-10-20T16:53:27.433587+00:00","method":"primary","source":"raw/pr_window/nextai-translator__nextai-translator.json","source_sha256":"57d2efced84cdf17c6941f0a83c3cf218cdae8956a665803d5654cc8bc1ba5be","fetched_at":"2026-10-20T16:53:27.433587+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":193.6253,"score":63.242009132420094,"n":12,"window_start":"2026-04-23T16:53:27.433587+00:00","window_end":"2026-10-20T16:53:27.433587+00:00","method":"primary","source":"raw/pr_window/nextai-translator__nextai-translator.json","source_sha256":"57d2efced84cdf17c6941f0a83c3cf218cdae8956a665803d5654cc8bc1ba5be","fetched_at":"2026-10-20T16:53:27.433587+00:00","unmeasured_reason":null}],"answer":["For nextai-translator/nextai-translator, the reply time has too small a sample to measure (0 pull requests counted; 10 needed).","55% of 22 outside pull requests got no reply within 14 days (27 April to 24 October 2026).","It ranks 2,977 of 4,044 overall.","For first-time contributors it ranks 1,511 of 1,904 (the bottom 21%)."],"standings":{"balanced":{"rank":2977,"total":4044,"reason":null},"first_timer":{"rank":1511,"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":3169,"total":4002,"reason":null}},"similar":[{"owner":"Anionex","name":"banana-slides","rank":2974},{"owner":"huntabyte","name":"shadcn-svelte","rank":2975},{"owner":"better-auth","name":"better-auth","rank":2976},{"owner":"SillyTavern","name":"SillyTavern","rank":2979},{"owner":"Martian-Engineering","name":"lossless-claw","rank":2982}]},"nteract/papermill":{"detail":{"owner":"nteract","name":"papermill","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"cb78519a1f65088574dfd686b2813a9c075c83d10bf847e365784f2a7d6325ca","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":[]},"onivim/oni":{"detail":{"owner":"onivim","name":"oni","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"c81cf79b87b39d95c87e46cfa96ca5a10768f51c273e7201305a7e22bf420b8e","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":[]},"openzfs/zfs":{"detail":{"owner":"openzfs","name":"zfs","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"58dc891b8f4eb96b4da04f69114230bf2e049d8b3b852372c4fa4b9f698d507e","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":128,"tie_group":8,"porchlamp":72.09,"coverage":0.8125,"tier":"A","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":77.15,"friction":25.41,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":79.373837389655,"c_responsiveness":0.55,"p_criticality":64.58,"c_criticality":1.0,"p_governance":100.0,"c_governance":1.0,"p_rigor":82.87125,"c_rigor":1.0,"p_accessibility":24.5,"c_accessibility":0.5,"persona_gates":{"first_timer":"insufficient_evidence:mr_first_rate"},"persona_composites":{"ai_assisted":{"porchlamp":75.25,"coverage":0.86,"tier":"A","rated":true},"balanced":{"porchlamp":72.09,"coverage":0.8125,"tier":"A","rated":true},"career_capital":{"porchlamp":66.66,"coverage":0.81,"tier":"B","rated":true},"first_timer":{"porchlamp":64.88,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":77.31,"coverage":0.9075,"tier":"A","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/openzfs__zfs.json","source_sha256":"b22126f41508422b4cad5c97572bc71814d256f0d6a5e7a219397e383fa59a08","fetched_at":"2026-10-27T22:45:27.591242+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":35.0,"score":35.0,"n":11,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/openzfs__zfs.json","source_sha256":"b70190bed50f723414e2b58cd9a398f38aa994fd8525b2628aee67ed243b4ee9","fetched_at":"2026-10-25T02:43:11.689224+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":4,"score":100.0,"n":1238,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/openzfs__zfs.json","source_sha256":"04f11e05b8ee37a06ade70d8c6e0d19464c41e4595df2dc23435649ed9495226","fetched_at":"2026-10-28T18:32:57.589509+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.0611764705882353,"score":87.76470588235294,"n":425,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/openzfs__zfs.json","source_sha256":"53f688fd3f4dfdcc316022eb4219359718a468b29960ecea08bee3ddbfafb2ca","fetched_at":"2026-10-19T09:45:08.443903+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"DCO","score":100.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/openzfs__zfs.json","source_sha256":"b22126f41508422b4cad5c97572bc71814d256f0d6a5e7a219397e383fa59a08","fetched_at":"2026-10-27T22:45:27.591242+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":2,"score":20.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/openzfs__zfs.json","source_sha256":"5d8ebd9d7546a3bcc87c3ed7cd4d1ef52b877bb78bf55c48723fc1e63a94f620","fetched_at":"2026-10-26T20:49:05.141172+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.6458,"score":64.58,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/openzfs__zfs.json","source_sha256":"8b879ba9e24a46cd519cceb507146dc72c72c6333172f3e609d6c0516ffdd52d","fetched_at":"2026-10-28T18:32:57.664984+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":82.5,"score":82.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/openzfs__zfs.json","source_sha256":"2cea0e196a5097a670f42088c7c63053ec69b32af345cab984ecc5e7b377b6e4","fetched_at":"2026-10-30T10:27:48.922138+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/openzfs__zfs.json","source_sha256":"b22126f41508422b4cad5c97572bc71814d256f0d6a5e7a219397e383fa59a08","fetched_at":"2026-10-27T22:45:27.591242+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":0.5699,"score":71.2375,"n":465,"window_start":"2026-04-22T09:45:08.443903+00:00","window_end":"2026-10-19T09:45:08.443903+00:00","method":"primary","source":"raw/pr_window/openzfs__zfs.json","source_sha256":"53f688fd3f4dfdcc316022eb4219359718a468b29960ecea08bee3ddbfafb2ca","fetched_at":"2026-10-19T09:45:08.443903+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":18.8639,"score":83.68516075745566,"n":514,"window_start":"2026-04-22T09:45:08.443903+00:00","window_end":"2026-10-19T09:45:08.443903+00:00","method":"primary","source":"raw/pr_window/openzfs__zfs.json","source_sha256":"53f688fd3f4dfdcc316022eb4219359718a468b29960ecea08bee3ddbfafb2ca","fetched_at":"2026-10-19T09:45:08.443903+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":360.8061,"score":53.85356454720617,"n":428,"window_start":"2026-04-22T09:45:08.443903+00:00","window_end":"2026-10-19T09:45:08.443903+00:00","method":"primary","source":"raw/pr_window/openzfs__zfs.json","source_sha256":"53f688fd3f4dfdcc316022eb4219359718a468b29960ecea08bee3ddbfafb2ca","fetched_at":"2026-10-19T09:45:08.443903+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to openzfs/zfs got a first human reply in a median of 18.9 hours (514 pull requests, 22 April to 19 October 2026); 6% got none within 14 days.","It ranks 128 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":128,"total":4044,"reason":null},"first_timer":{"rank":null,"total":1904,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":192,"total":872,"reason":null},"senior_systems":{"rank":42,"total":986,"reason":null},"ai_assisted":{"rank":82,"total":4002,"reason":null}},"similar":[{"owner":"OpenRCT2","name":"OpenRCT2","rank":119},{"owner":"apache","name":"kvrocks","rank":120},{"owner":"f3d-app","name":"f3d","rank":127},{"owner":"PrismLauncher","name":"PrismLauncher","rank":144},{"owner":"NixOS","name":"nix","rank":147}]},"Osmantic/ODS":{"detail":{"owner":"Osmantic","name":"ODS","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"66b3c64e44cd0a1b7681efaa9c151248e5f4723299aaedf0bd795d11de96a612","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3756,"tie_group":null,"porchlamp":38.84,"coverage":0.65,"tier":"D","tier_ceiling":"B","quadrant":"Crucible","leverage":54.36,"friction":70.88,"leverage_coverage":0.675,"friction_coverage":0.675,"p_responsiveness":12.946630483944,"c_responsiveness":0.55,"p_criticality":51.19,"c_criticality":0.35,"p_governance":68.5,"c_governance":1.0,"p_rigor":50.22688,"c_rigor":1.0,"p_accessibility":10.5,"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":41.73,"coverage":0.73,"tier":"C","rated":true},"balanced":{"porchlamp":38.84,"coverage":0.65,"tier":"D","rated":true},"career_capital":{"porchlamp":null,"coverage":0.5825,"tier":null,"rated":false},"first_timer":{"porchlamp":28.1,"coverage":0.6275,"tier":"D","rated":true},"senior_systems":{"porchlamp":47.55,"coverage":0.68,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Osmantic__ODS.json","source_sha256":"eabe9b897a3e453240b73b624ef243ad64421b68d6a384e4db1df1563aae695e","fetched_at":"2026-10-28T00:21:14.851308+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":35.0,"score":35.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/Osmantic__ODS.json","source_sha256":"dd38fccde435cc85536adadefe17eef714842d645e6ccdb8979ccf844f67d67b","fetched_at":"2026-10-25T21:14:55.338913+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":4984,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/Osmantic__ODS.json","source_sha256":"d8207d5ec3fa2a3890d547b8515bc06968d3853d5b311282c1e3d936b8045836","fetched_at":"2026-10-29T00:15:16.724364+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.7145061728395061,"score":0.0,"n":648,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/Osmantic__ODS.json","source_sha256":"dbebcea55573001e88a6afd9ce1a56a11f37fdddc0b719b3a1ae4c1bcb664963","fetched_at":"2026-10-24T05:45:22.035323+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/Osmantic__ODS.json","source_sha256":"eabe9b897a3e453240b73b624ef243ad64421b68d6a384e4db1df1563aae695e","fetched_at":"2026-10-28T00:21:14.851308+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/Osmantic__ODS.json","source_sha256":"52442748875908cabc95da38b9abb5fa43bbdd25747fab64a8a95cb866205c87","fetched_at":"2026-10-27T03:07:55.491859+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5119,"score":51.190000000000005,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/Osmantic__ODS.json","source_sha256":"89e0efbb394b8ac5d2982aaa0be93d6a9ef83cd151844c765b44ad910b9877b9","fetched_at":"2026-10-29T00:15:16.926025+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":42.5797,"score":42.5797,"n":322,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/Osmantic__ODS.json","source_sha256":"dbebcea55573001e88a6afd9ce1a56a11f37fdddc0b719b3a1ae4c1bcb664963","fetched_at":"2026-10-27T03:07:58.352621+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/Osmantic__ODS.json","source_sha256":"eabe9b897a3e453240b73b624ef243ad64421b68d6a384e4db1df1563aae695e","fetched_at":"2026-10-28T00:21:14.851308+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":0.1252,"score":15.65,"n":639,"window_start":"2026-04-27T05:45:22.035323+00:00","window_end":"2026-10-24T05:45:22.035323+00:00","method":"primary","source":"raw/pr_window/Osmantic__ODS.json","source_sha256":"dbebcea55573001e88a6afd9ce1a56a11f37fdddc0b719b3a1ae4c1bcb664963","fetched_at":"2026-10-24T05:45:22.035323+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":527.2753,"score":0.0,"n":453,"window_start":"2026-04-27T05:45:22.035323+00:00","window_end":"2026-10-24T05:45:22.035323+00:00","method":"primary","source":"raw/pr_window/Osmantic__ODS.json","source_sha256":"dbebcea55573001e88a6afd9ce1a56a11f37fdddc0b719b3a1ae4c1bcb664963","fetched_at":"2026-10-24T05:45:22.035323+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":201.8722,"score":71.20646766169153,"n":838,"window_start":"2026-04-27T05:45:22.035323+00:00","window_end":"2026-10-24T05:45:22.035323+00:00","method":"primary","source":"raw/pr_window/Osmantic__ODS.json","source_sha256":"dbebcea55573001e88a6afd9ce1a56a11f37fdddc0b719b3a1ae4c1bcb664963","fetched_at":"2026-10-24T05:45:22.035323+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to Osmantic/ODS got a first human reply in a median of 22 days (453 pull requests, 27 April to 24 October 2026); 71% got none within 14 days.","It ranks 3,756 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":3756,"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":3648,"total":4002,"reason":null}},"similar":[{"owner":"exaloop","name":"codon","rank":3751},{"owner":"mingrammer","name":"diagrams","rank":3753},{"owner":"zylon-ai","name":"private-gpt","rank":3757},{"owner":"SWE-bench","name":"SWE-bench","rank":3759},{"owner":"cactus-compute","name":"needle","rank":3760}]},"pagehelper-org/Mybatis-PageHelper":{"detail":{"owner":"pagehelper-org","name":"Mybatis-PageHelper","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"980b9ab12a193ae4a269f84e84f5797f5dad96b7e13a39b0fe6db22ca088ec7c","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.366666666667,"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":30.72,"c_criticality":0.466666666667,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":40.0,"c_rigor":0.3,"p_accessibility":15.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:responsiveness","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:responsiveness","senior_systems":"insufficient_evidence:responsiveness"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.345833333333,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.366666666667,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.390833333333,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.324166666667,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.410833333333,"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/pagehelper-org__Mybatis-PageHelper.json","source_sha256":"c5b325969fafb7fffa510afce68833f07402d3a24ae149c41e1754b716c97131","fetched_at":"2026-10-27T22:46:56.244654+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/pagehelper-org__Mybatis-PageHelper.json","source_sha256":"4f1f2f8790c4f010b8f77e5e3a1cf5c426b404eaf2f216c6ec31534a6c370826","fetched_at":"2026-10-25T02:46:55.068776+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":11,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.0,"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/pagehelper-org__Mybatis-PageHelper.json","source_sha256":"c5b325969fafb7fffa510afce68833f07402d3a24ae149c41e1754b716c97131","fetched_at":"2026-10-27T22:46:56.244654+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/pagehelper-org__Mybatis-PageHelper.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-26T20:55:50.532179+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3072,"score":30.72,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/pagehelper-org__Mybatis-PageHelper.json","source_sha256":"6bbf56c30200364c040e0bc5b14d436afbe6cbc868042a0ea458ea6451af6fba","fetched_at":"2026-10-28T18:38:37.987630+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":36.3636,"score":null,"n":4,"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/pagehelper-org__Mybatis-PageHelper.json","source_sha256":"c5b325969fafb7fffa510afce68833f07402d3a24ae149c41e1754b716c97131","fetched_at":"2026-10-27T22:46:56.244654+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"}]},"pion/webrtc":{"detail":{"owner":"pion","name":"webrtc","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"e2fd972b3d3f88f191692b16af464804e73e141086b06655775ad5b54c817715","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":489,"tie_group":85,"porchlamp":66.01,"coverage":1.0,"tier":"B","tier_ceiling":null,"quadrant":"Sweet Spot","leverage":63.36,"friction":29.69,"leverage_coverage":1.0,"friction_coverage":1.0,"p_responsiveness":79.222202159056,"c_responsiveness":1.0,"p_criticality":68.805002949853,"c_criticality":1.0,"p_governance":68.0,"c_governance":1.0,"p_rigor":51.19625,"c_rigor":1.0,"p_accessibility":51.5,"c_accessibility":1.0,"persona_gates":{},"persona_composites":{"ai_assisted":{"porchlamp":62.87,"coverage":1.0,"tier":"B","rated":true},"balanced":{"porchlamp":66.01,"coverage":1.0,"tier":"B","rated":true},"career_capital":{"porchlamp":65.55,"coverage":1.0,"tier":"B","rated":true},"first_timer":{"porchlamp":65.38,"coverage":1.0,"tier":"B","rated":true},"senior_systems":{"porchlamp":65.78,"coverage":1.0,"tier":"B","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/pion__webrtc.json","source_sha256":"e49eeaa7bc5919ae79f8bfc1f0eebb10a5c64304cf35e329444dd67ba57c603f","fetched_at":"2026-10-27T22:03:35.455328+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":782,"score":82.38938053097345,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/pion__webrtc.json","source_sha256":"47a93979dfabe3a4538a7688c7d768a885c1fead7ca84a0a8fb97c72aecd52cd","fetched_at":"2026-10-26T17:54:53.536886+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":0.5714,"score":71.425,"n":14,"window_start":"2026-04-24T04:17:14.388750+00:00","window_end":"2026-07-23T04:17:14.388750+00:00","method":"primary","source":"raw/pr_window/pion__webrtc.json","source_sha256":"6b7969e5a0f69e4028f50f64478240c80d845d751c09886367bfc8fa8dbbcf9a","fetched_at":"2026-10-21T04:17:14.388750+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/pion__webrtc.json","source_sha256":"f67b15691dd15ec932d2079d86b64db7dbb54cab173bdaedec0fb823a924b44c","fetched_at":"2026-10-25T00:28:21.515926+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":155,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/pion__webrtc.json","source_sha256":"735759c644d0a83c333c17286aabd1bc35516ee62bcb1920d70f1c42259d4b71","fetched_at":"2026-10-29T14:38:17.376324+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.22413793103448276,"score":55.172413793103445,"n":58,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/pion__webrtc.json","source_sha256":"6b7969e5a0f69e4028f50f64478240c80d845d751c09886367bfc8fa8dbbcf9a","fetched_at":"2026-10-21T04:17:14.388750+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/pion__webrtc.json","source_sha256":"e49eeaa7bc5919ae79f8bfc1f0eebb10a5c64304cf35e329444dd67ba57c603f","fetched_at":"2026-10-27T22:03:35.455328+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.9,"score":100.0,"n":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/pion__webrtc.json","source_sha256":"5f596d0c315074f9a1885e743a9b790999271930cf393c7686af6e6ff993f4e5","fetched_at":"2026-10-10T21:33:25.316371+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.7273,"score":100.0,"n":11,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/pion__webrtc.json","source_sha256":"5f596d0c315074f9a1885e743a9b790999271930cf393c7686af6e6ff993f4e5","fetched_at":"2026-10-10T21:33:25.316371+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/pion__webrtc.json","source_sha256":"29e9f293cf7b9c31e8699a6e0e6f75edd530ba6fbad092fff702659dc5e307ab","fetched_at":"2026-10-26T17:54:44.742870+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5328,"score":53.28000000000001,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/pion__webrtc.json","source_sha256":"1924127ba1e3e6e30aace467bd40a2f12b80a174b0aa7431c5a35aac230f83b5","fetched_at":"2026-10-29T14:38:17.376324+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":65.0,"score":65.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/pion__webrtc.json","source_sha256":"004ef4ddb393f618e853ab058e6c4227fc9e97ab80e193cc7148814de116b45b","fetched_at":"2026-10-30T09:42:25.416860+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/pion__webrtc.json","source_sha256":"e49eeaa7bc5919ae79f8bfc1f0eebb10a5c64304cf35e329444dd67ba57c603f","fetched_at":"2026-10-27T22:03:35.455328+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.125,"score":25.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/pion__webrtc.json","source_sha256":"5f596d0c315074f9a1885e743a9b790999271930cf393c7686af6e6ff993f4e5","fetched_at":"2026-10-10T21:33:25.316371+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.3519,"score":43.9875,"n":54,"window_start":"2026-04-24T04:17:14.388750+00:00","window_end":"2026-10-21T04:17:14.388750+00:00","method":"primary","source":"raw/pr_window/pion__webrtc.json","source_sha256":"6b7969e5a0f69e4028f50f64478240c80d845d751c09886367bfc8fa8dbbcf9a","fetched_at":"2026-10-21T04:17:14.388750+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":3.9597,"score":100.0,"n":57,"window_start":"2026-04-24T04:17:14.388750+00:00","window_end":"2026-10-21T04:17:14.388750+00:00","method":"primary","source":"raw/pr_window/pion__webrtc.json","source_sha256":"6b7969e5a0f69e4028f50f64478240c80d845d751c09886367bfc8fa8dbbcf9a","fetched_at":"2026-10-21T04:17:14.388750+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":678.2061,"score":30.900900900900908,"n":45,"window_start":"2026-04-24T04:17:14.388750+00:00","window_end":"2026-10-21T04:17:14.388750+00:00","method":"primary","source":"raw/pr_window/pion__webrtc.json","source_sha256":"6b7969e5a0f69e4028f50f64478240c80d845d751c09886367bfc8fa8dbbcf9a","fetched_at":"2026-10-21T04:17:14.388750+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to pion/webrtc got a first human reply in a median of 4 hours (57 pull requests, 24 April to 21 October 2026); 22% got none within 14 days.","It ranks 489 of 4,044 overall.","For first-time contributors it ranks 510 of 1,904 (the top 27%)."],"standings":{"balanced":{"rank":489,"total":4044,"reason":null},"first_timer":{"rank":510,"total":1904,"reason":null},"career_capital":{"rank":232,"total":872,"reason":null},"senior_systems":{"rank":358,"total":986,"reason":null},"ai_assisted":{"rank":1027,"total":4002,"reason":null}},"similar":[{"owner":"github","name":"gh-ost","rank":463},{"owner":"labstack","name":"echo","rank":469},{"owner":"ethereum","name":"go-ethereum","rank":471},{"owner":"flyteorg","name":"flyte","rank":503},{"owner":"vitessio","name":"vitess","rank":513}]},"pulumi/pulumi":{"detail":{"owner":"pulumi","name":"pulumi","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"acc5993599aa2098fe13d0a2cd8cc4e5f1f5446ae4bfe1c213c56d6fb8901c9a","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":231,"tie_group":26,"porchlamp":69.76,"coverage":0.8125,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":72.71,"friction":28.83,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":91.83204947503,"c_responsiveness":0.55,"p_criticality":73.629498525074,"c_criticality":1.0,"p_governance":68.0,"c_governance":1.0,"p_rigor":74.33,"c_rigor":1.0,"p_accessibility":24.27499,"c_accessibility":0.5,"persona_gates":{"first_timer":"insufficient_evidence:mr_first_rate"},"persona_composites":{"ai_assisted":{"porchlamp":71.74,"coverage":0.86,"tier":"A","rated":true},"balanced":{"porchlamp":69.76,"coverage":0.8125,"tier":"B","rated":true},"career_capital":{"porchlamp":66.62,"coverage":0.81,"tier":"B","rated":true},"first_timer":{"porchlamp":64.42,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":72.62,"coverage":0.9075,"tier":"A","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/pulumi__pulumi.json","source_sha256":"12bacd43d155f3f15d0f96a015f80de3bcd7487d5fbfbd8b0a939d838860e3cb","fetched_at":"2026-10-27T21:21:00.714042+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":918,"score":83.80530973451327,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/pulumi__pulumi.json","source_sha256":"5ab854fd4afac8b6ab512f693277e0b68e677d704da1e76c0c5bc752f1d5328d","fetched_at":"2026-10-26T15:24:06.708041+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":57.5833,"score":57.5833,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/pulumi__pulumi.json","source_sha256":"65054132b974fcf6f98d238d27fe7a0c63b1711f9d55eebf28741bdb089794ec","fetched_at":"2026-10-24T22:22:21.456454+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":2405,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/pulumi__pulumi.json","source_sha256":"5ab4d8cadf71c88731935da04faeb718616053995f9a4b21169f15f770c059fd","fetched_at":"2026-10-28T11:15:56.002463+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.03292894280762565,"score":93.41421143847487,"n":577,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/pulumi__pulumi.json","source_sha256":"f00ddb7575235f9c7e41b7669b8b3bd33598bbc805dc47acae8f180691e188b8","fetched_at":"2026-10-20T16:15:34.484330+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/pulumi__pulumi.json","source_sha256":"12bacd43d155f3f15d0f96a015f80de3bcd7487d5fbfbd8b0a939d838860e3cb","fetched_at":"2026-10-27T21:21:00.714042+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":1,"score":10.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/pulumi__pulumi.json","source_sha256":"4a2676642ee4566203666ebf6379dedc9469a58452e6bbf3ac1b71fb4f359389","fetched_at":"2026-10-26T15:23:54.410828+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.62,"score":62.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/pulumi__pulumi.json","source_sha256":"875985bb6c9100f000d949c9bf396c6cade260873832fef8fddc9778e39fdde8","fetched_at":"2026-10-28T11:15:56.149372+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":72.5,"score":72.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/pulumi__pulumi.json","source_sha256":"84be4be1407eeb3528e04c2b6bed34575f3aeb895395bd7ec610b08c248e6a62","fetched_at":"2026-10-30T08:50:06.449703+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/pulumi__pulumi.json","source_sha256":"12bacd43d155f3f15d0f96a015f80de3bcd7487d5fbfbd8b0a939d838860e3cb","fetched_at":"2026-10-27T21:21:00.714042+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":0.4488,"score":56.099999999999994,"n":586,"window_start":"2026-04-23T16:15:34.484330+00:00","window_end":"2026-10-20T16:15:34.484330+00:00","method":"primary","source":"raw/pr_window/pulumi__pulumi.json","source_sha256":"f00ddb7575235f9c7e41b7669b8b3bd33598bbc805dc47acae8f180691e188b8","fetched_at":"2026-10-20T16:15:34.484330+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":3.1782,"score":100.0,"n":630,"window_start":"2026-04-23T16:15:34.484330+00:00","window_end":"2026-10-20T16:15:34.484330+00:00","method":"primary","source":"raw/pr_window/pulumi__pulumi.json","source_sha256":"f00ddb7575235f9c7e41b7669b8b3bd33598bbc805dc47acae8f180691e188b8","fetched_at":"2026-10-20T16:15:34.484330+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":266.4736,"score":64.95495495495496,"n":533,"window_start":"2026-04-23T16:15:34.484330+00:00","window_end":"2026-10-20T16:15:34.484330+00:00","method":"primary","source":"raw/pr_window/pulumi__pulumi.json","source_sha256":"f00ddb7575235f9c7e41b7669b8b3bd33598bbc805dc47acae8f180691e188b8","fetched_at":"2026-10-20T16:15:34.484330+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to pulumi/pulumi got a first human reply in a median of 3.2 hours (630 pull requests, 23 April to 20 October 2026); 3% got none within 14 days.","It ranks 231 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":231,"total":4044,"reason":null},"first_timer":{"rank":null,"total":1904,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":193,"total":872,"reason":null},"senior_systems":{"rank":124,"total":986,"reason":null},"ai_assisted":{"rank":213,"total":4002,"reason":null}},"similar":[{"owner":"dapr","name":"dapr","rank":221},{"owner":"k8sgpt-ai","name":"k8sgpt","rank":230},{"owner":"weaviate","name":"weaviate","rank":233},{"owner":"hajimehoshi","name":"ebiten","rank":238},{"owner":"rclone","name":"rclone","rank":245}]},"Qovery/Replibyte":{"detail":{"owner":"Qovery","name":"Replibyte","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"1172b0ee056ebc8072b87cff6c224f4b45839e68248791c1b14e08e331a49ad3","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":[]},"QwenLM/Qwen-Image":{"detail":{"owner":"QwenLM","name":"Qwen-Image","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"7a4c906d94a92accc57d3788be637601da7aca4594a3ab005bf0cecb3284f740","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":[]},"railsware/upterm":{"detail":{"owner":"railsware","name":"upterm","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"d73007a0ec72b692efe00e30b43053c3ce331e4346823ad36383d29696d9250e","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":[]},"redox-os/orbtk":{"detail":{"owner":"redox-os","name":"orbtk","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"63f98a639b619f31f4836465a79e1e9d3170cc46965f6578f579b96ce257e292","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":[]},"remoteinterview/zero":{"detail":{"owner":"remoteinterview","name":"zero","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"5714a9f727e7d128b56e1853b93ba203e120e971966299dff2ca925969679966","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":[]},"remotion-dev/skills":{"detail":{"owner":"remotion-dev","name":"skills","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"d120de7c8efddb94d28d0c4b11a3eb84e8bdb7157061e3ea33b8178c7f81c450","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":[]},"rust-lang/rustfmt":{"detail":{"owner":"rust-lang","name":"rustfmt","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"eca6b58ac9436defaf4f25e1c8b24555b0521e99031c16213667f6be282b34c6","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":130,"tie_group":null,"porchlamp":71.94,"coverage":1.0,"tier":"A","tier_ceiling":null,"quadrant":"Sweet Spot","leverage":65.68,"friction":20.29,"leverage_coverage":1.0,"friction_coverage":1.0,"p_responsiveness":88.162692477097,"c_responsiveness":1.0,"p_criticality":49.370630325583,"c_criticality":1.0,"p_governance":77.25,"c_governance":1.0,"p_rigor":85.1475,"c_rigor":1.0,"p_accessibility":62.25,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":75.12,"coverage":1.0,"tier":"A","rated":true},"balanced":{"porchlamp":71.94,"coverage":1.0,"tier":"A","rated":true},"career_capital":{"porchlamp":67.46,"coverage":1.0,"tier":"B","rated":true},"first_timer":{"porchlamp":74.57,"coverage":1.0,"tier":"A","rated":true},"senior_systems":{"porchlamp":69.96,"coverage":1.0,"tier":"B","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/rust-lang__rustfmt.json","source_sha256":"22f4110babc436e46d48d1a6e221e1c870403a2848506f5bd1800882f59bf135","fetched_at":"2026-10-28T00:25:25.332447+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":17,"score":60.96605744125326,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/rust-lang__rustfmt.json","source_sha256":"9303bbc74ead24deee808eaea078a7b8a82b4101ed90c6d6331f07ee7341a9c9","fetched_at":"2026-10-27T03:46:43.201817+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":2689,"score":31.364829396325458,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__rustfmt.json","source_sha256":"78929b68429b2d3ba1e8cca2d0505007ffc553d3f336b0fd850ff3da38c8d8a2","fetched_at":"2026-10-30T12:32:10.118126+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.7879,"score":98.48750000000001,"n":33,"window_start":"2026-04-26T15:29:50.946230+00:00","window_end":"2026-07-25T15:29:50.946230+00:00","method":"primary","source":"raw/pr_window/rust-lang__rustfmt.json","source_sha256":"a4d933d6f5f12faf5c9221a6695c800b87486c212efac5a8d0b296325649ee6b","fetched_at":"2026-10-23T15:29:50.946230+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":19,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/rust-lang__rustfmt.json","source_sha256":"37374b90d6d17ba7fb19fb7048febdcbb98042e556e36490ceceafea459693b0","fetched_at":"2026-10-25T21:31:11.359527+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":484,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/rust-lang__rustfmt.json","source_sha256":"ec602fff7a22299100d5f590a43a375a4fd3ab40bc636311548be991834e34d6","fetched_at":"2026-10-29T03:10:59.993770+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.09302325581395349,"score":81.3953488372093,"n":129,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/rust-lang__rustfmt.json","source_sha256":"a4d933d6f5f12faf5c9221a6695c800b87486c212efac5a8d0b296325649ee6b","fetched_at":"2026-10-23T15:29:50.946230+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/rust-lang__rustfmt.json","source_sha256":"22f4110babc436e46d48d1a6e221e1c870403a2848506f5bd1800882f59bf135","fetched_at":"2026-10-28T00:25:25.332447+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.7097,"score":88.7125,"n":31,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/rust-lang__rustfmt.json","source_sha256":"cb17de91b15edb5107a4a851f75a3870fc4dcf4be7994c156deced7911afe108","fetched_at":"2026-10-11T00:37:40.531056+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.5,"score":100.0,"n":14,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/rust-lang__rustfmt.json","source_sha256":"cb17de91b15edb5107a4a851f75a3870fc4dcf4be7994c156deced7911afe108","fetched_at":"2026-10-11T00:37:40.531056+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/rust-lang__rustfmt.json","source_sha256":"51b7661c9c17b1f688aece8c183b6194f31a28963411587014dbb5044ed6b435","fetched_at":"2026-10-27T03:46:20.074804+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4898,"score":48.980000000000004,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/rust-lang__rustfmt.json","source_sha256":"f2a38d739bb6086b59bae85d52a0697aa258d27079fba2a8bfd0bb772e1de5f7","fetched_at":"2026-10-29T03:11:00.065950+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":82.5,"score":82.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/rust-lang__rustfmt.json","source_sha256":"23fcb4278c0feec0bef752aa83f9cb60d2186902adc4696a8001e174b3927968","fetched_at":"2026-10-30T12:32:08.244723+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/rust-lang__rustfmt.json","source_sha256":"22f4110babc436e46d48d1a6e221e1c870403a2848506f5bd1800882f59bf135","fetched_at":"2026-10-28T00:25:25.332447+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.25,"score":50.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/rust-lang__rustfmt.json","source_sha256":"cb17de91b15edb5107a4a851f75a3870fc4dcf4be7994c156deced7911afe108","fetched_at":"2026-10-11T00:37:40.531056+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.6306,"score":78.825,"n":111,"window_start":"2026-04-26T15:29:50.946230+00:00","window_end":"2026-10-23T15:29:50.946230+00:00","method":"primary","source":"raw/pr_window/rust-lang__rustfmt.json","source_sha256":"a4d933d6f5f12faf5c9221a6695c800b87486c212efac5a8d0b296325649ee6b","fetched_at":"2026-10-23T15:29:50.946230+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":3.7229,"score":100.0,"n":140,"window_start":"2026-04-26T15:29:50.946230+00:00","window_end":"2026-10-23T15:29:50.946230+00:00","method":"primary","source":"raw/pr_window/rust-lang__rustfmt.json","source_sha256":"a4d933d6f5f12faf5c9221a6695c800b87486c212efac5a8d0b296325649ee6b","fetched_at":"2026-10-23T15:29:50.946230+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":464.2303,"score":35.890151515151516,"n":69,"window_start":"2026-04-26T15:29:50.946230+00:00","window_end":"2026-10-23T15:29:50.946230+00:00","method":"primary","source":"raw/pr_window/rust-lang__rustfmt.json","source_sha256":"a4d933d6f5f12faf5c9221a6695c800b87486c212efac5a8d0b296325649ee6b","fetched_at":"2026-10-23T15:29:50.946230+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to rust-lang/rustfmt got a first human reply in a median of 3.7 hours (140 pull requests, 26 April to 23 October 2026); 9% got none within 14 days.","It ranks 130 of 4,044 overall.","For first-time contributors it ranks 123 of 1,904 (the top 7%)."],"standings":{"balanced":{"rank":130,"total":4044,"reason":null},"first_timer":{"rank":123,"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":84,"total":4002,"reason":null}},"similar":[{"owner":"cloud-hypervisor","name":"cloud-hypervisor","rank":114},{"owner":"juspay","name":"hyperswitch","rank":125},{"owner":"tracel-ai","name":"burn","rank":134},{"owner":"gleam-lang","name":"gleam","rank":149},{"owner":"agent-of-empires","name":"agent-of-empires","rank":153}]},"satnaing/shadcn-admin":{"detail":{"owner":"satnaing","name":"shadcn-admin","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"0a3bf9730aa7bb70b89c56578fe1ca221add31477095127027034ff95016bb94","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":[]},"scwang90/SmartRefreshLayout":{"detail":{"owner":"scwang90","name":"SmartRefreshLayout","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"3ff67ff40d5d6b953b004a6b5890078d5ac1b0abd85b55d032718a91423ef439","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":[]},"tester-army/e2e":{"detail":{"owner":"tester-army","name":"e2e","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"faccfce619e175e6ae6694ccaf484092ead399e0016d0238207357861e727f0f","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1562,"tie_group":391,"porchlamp":57.92,"coverage":0.8125,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":52.86,"friction":34.76,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":88.974225292429,"c_responsiveness":0.55,"p_criticality":41.084779002084,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":74.04832,"c_rigor":1.0,"p_accessibility":28.0,"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":62.3,"coverage":0.86,"tier":"B","rated":true},"balanced":{"porchlamp":57.92,"coverage":0.8125,"tier":"B","rated":true},"career_capital":{"porchlamp":52.75,"coverage":0.81,"tier":"C","rated":true},"first_timer":{"porchlamp":58.63,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":56.56,"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/tester-army__e2e.json","source_sha256":"d5eebca481b2a306397c0e48ae103269d3f501dc12ca3e66db23a3bc919b17e5","fetched_at":"2026-10-28T00:25:11.885418+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":3,"score":34.44976076555024,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/tester-army__e2e.json","source_sha256":"0ee943cf604c5d47fcc769301797c9dae569e981b643a98a57b00f55beb537cf","fetched_at":"2026-10-27T03:45:27.930470+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":1141665,"score":53.345498783454985,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__e2e.json","source_sha256":"8132850880f7449471c3b8d9e9763eda7174f2766a58a4e4b90d2185508dd025","fetched_at":"2026-10-30T12:31:45.611437+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":12,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/tester-army__e2e.json","source_sha256":"2bda06cb9caea29f257c8e3194582e4433b532ba01705d0f1489e2e29c1305ec","fetched_at":"2026-10-25T21:30:26.699462+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":921,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/tester-army__e2e.json","source_sha256":"060a9c70faab79a910415da0802aa1dac5bf73c888428a9c6dc2e58d92ae58e9","fetched_at":"2026-10-29T03:10:18.697121+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.010101010101010102,"score":97.97979797979798,"n":99,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/tester-army__e2e.json","source_sha256":"1c6b8b5a7dc727105759bbac38e78f920a054dc4c5bb37dfe8ec08e17274f57a","fetched_at":"2026-10-24T06:02:10.989848+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/tester-army__e2e.json","source_sha256":"d5eebca481b2a306397c0e48ae103269d3f501dc12ca3e66db23a3bc919b17e5","fetched_at":"2026-10-28T00:25:11.885418+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":1,"score":10.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/tester-army__e2e.json","source_sha256":"75b6248951d008a44ac92f074822246e61ae8f6bd918b6c6cd5f42230331e38e","fetched_at":"2026-10-27T03:45:03.697492+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3991,"score":39.910000000000004,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/tester-army__e2e.json","source_sha256":"4168dc5f1ecbda45a8d2869da0c6d6278100b8aaf6e9ae5cacf26124edd6e625","fetched_at":"2026-10-29T03:10:18.774538+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":48.2458,"score":48.2458,"n":895,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/tester-army__e2e.json","source_sha256":"1c6b8b5a7dc727105759bbac38e78f920a054dc4c5bb37dfe8ec08e17274f57a","fetched_at":"2026-10-27T03:45:30.191522+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/tester-army__e2e.json","source_sha256":"d5eebca481b2a306397c0e48ae103269d3f501dc12ca3e66db23a3bc919b17e5","fetched_at":"2026-10-28T00:25:11.885418+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":0.7,"score":87.5,"n":180,"window_start":"2026-04-27T06:02:10.989848+00:00","window_end":"2026-10-24T06:02:10.989848+00:00","method":"primary","source":"raw/pr_window/tester-army__e2e.json","source_sha256":"1c6b8b5a7dc727105759bbac38e78f920a054dc4c5bb37dfe8ec08e17274f57a","fetched_at":"2026-10-24T06:02:10.989848+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":14.6492,"score":92.8053131329787,"n":193,"window_start":"2026-04-27T06:02:10.989848+00:00","window_end":"2026-10-24T06:02:10.989848+00:00","method":"primary","source":"raw/pr_window/tester-army__e2e.json","source_sha256":"1c6b8b5a7dc727105759bbac38e78f920a054dc4c5bb37dfe8ec08e17274f57a","fetched_at":"2026-10-24T06:02:10.989848+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":190.9875,"score":63.97260273972603,"n":129,"window_start":"2026-04-27T06:02:10.989848+00:00","window_end":"2026-10-24T06:02:10.989848+00:00","method":"primary","source":"raw/pr_window/tester-army__e2e.json","source_sha256":"1c6b8b5a7dc727105759bbac38e78f920a054dc4c5bb37dfe8ec08e17274f57a","fetched_at":"2026-10-24T06:02:10.989848+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to tester-army/e2e got a first human reply in a median of 14.6 hours (193 pull requests, 27 April to 24 October 2026); 1% got none within 14 days.","It ranks 1,562 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1562,"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":1114,"total":4002,"reason":null}},"similar":[{"owner":"coder","name":"code-server","rank":1545},{"owner":"genspark-ai","name":"genoffice","rank":1551},{"owner":"swagger-api","name":"swagger-editor","rank":1554},{"owner":"formbricks","name":"formbricks","rank":1555},{"owner":"graphql","name":"graphiql","rank":1558}]},"TheCherno/Hazel":{"detail":{"owner":"TheCherno","name":"Hazel","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"65d7cecb0191b8bb2492fce081f4d187a9167899580590aa08d77f670ec924eb","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":[]},"ustbhuangyi/better-scroll":{"detail":{"owner":"ustbhuangyi","name":"better-scroll","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"44c5bd76835167f876991f36b250ed37fb27360a62cf3551bf998e007dfbf608","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":[]},"WeiYe-Jing/datax-web":{"detail":{"owner":"WeiYe-Jing","name":"datax-web","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"16b3d669eb5e5a50bd202ade34727540c6c7d18907d599b8f7a15b58f496f06f","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":[]},"wifiphisher/wifiphisher":{"detail":{"owner":"wifiphisher","name":"wifiphisher","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"28261a0c1311b29506b28cb47a33671f307e6ded8205546ef89fcd9370c37420","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":[]},"yang991178/fluent-reader":{"detail":{"owner":"yang991178","name":"fluent-reader","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"db8edc44fb29e5ccc6b43396f06f24072f3a39406931a69e43f9a85d08ad0185","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.52,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":28.28,"c_criticality":0.35,"p_governance":41.5,"c_governance":1.0,"p_rigor":69.285714285714,"c_rigor":0.7,"p_accessibility":0.0,"c_accessibility":0.85,"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":0.55,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.52,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.5125,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.51,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.555,"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/yang991178__fluent-reader.json","source_sha256":"82f27f5120377cb2bc2124cdb1f253e7d7f539c4a70b891a187016ff806ae723","fetched_at":"2026-10-27T23:23:32.504269+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/yang991178__fluent-reader.json","source_sha256":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","fetched_at":"2026-10-25T15:53:36.408386+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":38,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/yang991178__fluent-reader.json","source_sha256":"4389bb0c8f707200425bd2b65063afd92759caaa32820f0062fdea7843d54c86","fetched_at":"2026-10-28T20:53:28.012284+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.8333333333333334,"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":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/yang991178__fluent-reader.json","source_sha256":"82f27f5120377cb2bc2124cdb1f253e7d7f539c4a70b891a187016ff806ae723","fetched_at":"2026-10-27T23:23:32.504269+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":0.0,"score":0.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/yang991178__fluent-reader.json","source_sha256":"4bc392dd1dbaeb6e55e1d90a2b60dc3b5ebb7c14505c56c5b0cde02a3c7d8217","fetched_at":"2026-10-10T23:06:16.358034+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/yang991178__fluent-reader.json","source_sha256":"2889a73447e7b8141823ae7756dd0782e5beb32413822c56c8fe0bf7f70b25d3","fetched_at":"2026-10-26T23:12:54.084099+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2828,"score":28.28,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/yang991178__fluent-reader.json","source_sha256":"716ddb53ef137bcef6275a7f76f34a4a7fb5ccbad581b4e2284eaaa792bd3d40","fetched_at":"2026-10-28T20:53:28.028243+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":50.0,"score":50.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/yang991178__fluent-reader.json","source_sha256":"7bda6719c88964fce265630b0aefc4d777cecc4a995b85944477b19309f7de0a","fetched_at":"2026-10-30T11:09:07.184109+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"CLOSED","score":10.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/yang991178__fluent-reader.json","source_sha256":"82f27f5120377cb2bc2124cdb1f253e7d7f539c4a70b891a187016ff806ae723","fetched_at":"2026-10-27T23:23:32.504269+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"}]}}