{"alacritty/alacritty":{"detail":{"owner":"alacritty","name":"alacritty","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"729ae5e5756ee125c54dee97815b0f6a50dc2d7865e3cbf81a9f874515f8d6f2","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":454,"tie_group":76,"porchlamp":66.48,"coverage":0.9775,"tier":"B","tier_ceiling":null,"quadrant":"Sweet Spot","leverage":60.67,"friction":25.24,"leverage_coverage":1.0,"friction_coverage":0.97,"p_responsiveness":82.64946969697,"c_responsiveness":1.0,"p_criticality":50.784408047395,"c_criticality":1.0,"p_governance":76.75,"c_governance":1.0,"p_rigor":66.4325,"c_rigor":1.0,"p_accessibility":52.058823529412,"c_accessibility":0.85,"persona_gates":{"ai_assisted":"ai_hard_ban","career_capital":"criticality_below_threshold"},"persona_composites":{"ai_assisted":{"porchlamp":66.66,"coverage":0.985,"tier":"B","rated":true},"balanced":{"porchlamp":66.48,"coverage":0.9775,"tier":"B","rated":true},"career_capital":{"porchlamp":62.87,"coverage":0.97,"tier":"B","rated":true},"first_timer":{"porchlamp":67.78,"coverage":0.955,"tier":"B","rated":true},"senior_systems":{"porchlamp":65.25,"coverage":0.9925,"tier":"B","rated":true}},"suspicion":["closed_unread"],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"PROSCRIBED","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/alacritty__alacritty.json","source_sha256":"efdcb0e9d785b744e1abf66d579c1861a76b4b38ef89e6d71fe3926c0de148a6","fetched_at":"2026-10-27T19:26:52.764492+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":3,"score":46.73629242819843,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/alacritty__alacritty.json","source_sha256":"ce404c56b702c1a7b8acc5b0effc9b04ed4fd0c9d467c8869f98ec879d0a1316","fetched_at":"2026-10-26T11:54:02.041350+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":459532,"score":65.48556430446195,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__alacritty.json","source_sha256":"ce5d5d52112d796104d85fe72ebe873ff9a600543c58a46c8e6633afeee5dc48","fetched_at":"2026-10-30T07:55:46.488648+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.9524,"score":100.0,"n":21,"window_start":"2026-04-24T20:29:39.536130+00:00","window_end":"2026-07-23T20:29:39.536130+00:00","method":"primary","source":"raw/pr_window/alacritty__alacritty.json","source_sha256":"388dd75942a445eeff7df971762d308f071c101fc6164be56285e150ec06aa71","fetched_at":"2026-10-21T20:29:39.536130+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/alacritty__alacritty.json","source_sha256":"210d511e6f42f4b7810de707a5f2412361d45696df6e8147af3655d4da1dac7a","fetched_at":"2026-10-24T19:48:27.297655+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":4,"score":100.0,"n":37,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/alacritty__alacritty.json","source_sha256":"8acb18771dba85050fd9e1cd2f82ab936f407f464945d40d3a4d2853445e703a","fetched_at":"2026-10-28T06:08:21.277127+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.0,"score":100.0,"n":38,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/alacritty__alacritty.json","source_sha256":"388dd75942a445eeff7df971762d308f071c101fc6164be56285e150ec06aa71","fetched_at":"2026-10-21T20:29:39.536130+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/alacritty__alacritty.json","source_sha256":"efdcb0e9d785b744e1abf66d579c1861a76b4b38ef89e6d71fe3926c0de148a6","fetched_at":"2026-10-27T19:26:52.764492+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.1556,"score":19.45,"n":45,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/alacritty__alacritty.json","source_sha256":"25ddaba8df68dd181a7f8057629bb9c2cedf3e861155a63d956d425bc0ec1f0d","fetched_at":"2026-10-10T19:35:43.765412+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.2,"score":40.0,"n":15,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/alacritty__alacritty.json","source_sha256":"25ddaba8df68dd181a7f8057629bb9c2cedf3e861155a63d956d425bc0ec1f0d","fetched_at":"2026-10-10T19:35:43.765412+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":5,"score":50.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/alacritty__alacritty.json","source_sha256":"01f320ffd0a0267f0d799fcecc1f9ccc218c236ca16f21ed3066de09c768249e","fetched_at":"2026-10-26T11:53:52.587578+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4491,"score":44.91,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/alacritty__alacritty.json","source_sha256":"d8fc9a53c6c31eef107c5666e06d958929a2995095ded101028ece052734bc3d","fetched_at":"2026-10-28T06:08:21.287133+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/alacritty__alacritty.json","source_sha256":"b6ef82941a8814f657ff047efa13a34226714b48311edc9a312e1e889630c527","fetched_at":"2026-10-30T07:55:45.054535+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/alacritty__alacritty.json","source_sha256":"efdcb0e9d785b744e1abf66d579c1861a76b4b38ef89e6d71fe3926c0de148a6","fetched_at":"2026-10-27T19:26:52.764492+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":0.3182,"score":39.775,"n":44,"window_start":"2026-04-24T20:29:39.536130+00:00","window_end":"2026-10-21T20:29:39.536130+00:00","method":"primary","source":"raw/pr_window/alacritty__alacritty.json","source_sha256":"388dd75942a445eeff7df971762d308f071c101fc6164be56285e150ec06aa71","fetched_at":"2026-10-21T20:29:39.536130+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":1.5117,"score":100.0,"n":24,"window_start":"2026-04-24T20:29:39.536130+00:00","window_end":"2026-10-21T20:29:39.536130+00:00","method":"primary","source":"raw/pr_window/alacritty__alacritty.json","source_sha256":"388dd75942a445eeff7df971762d308f071c101fc6164be56285e150ec06aa71","fetched_at":"2026-10-21T20:29:39.536130+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":84.0211,"score":87.59469696969697,"n":10,"window_start":"2026-04-24T20:29:39.536130+00:00","window_end":"2026-10-21T20:29:39.536130+00:00","method":"primary","source":"raw/pr_window/alacritty__alacritty.json","source_sha256":"388dd75942a445eeff7df971762d308f071c101fc6164be56285e150ec06aa71","fetched_at":"2026-10-21T20:29:39.536130+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to alacritty/alacritty got a first human reply in a median of 1.5 hours (24 pull requests, 24 April to 21 October 2026); 0% got none within 14 days.","It ranks 454 of 4,044 overall.","For first-time contributors it ranks 345 of 1,904 (the top 19%)."],"standings":{"balanced":{"rank":454,"total":4044,"reason":null},"first_timer":{"rank":345,"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":379,"total":986,"reason":null},"ai_assisted":{"rank":null,"total":4002,"reason":"This repository has an explicit ban on AI-assisted contributions."}},"similar":[{"owner":"aya-rs","name":"aya","rank":439},{"owner":"servo","name":"servo","rank":446},{"owner":"NVIDIA","name":"OpenShell","rank":451},{"owner":"awslabs","name":"aws-sdk-rust","rank":467},{"owner":"PRQL","name":"prql","rank":475}]},"Alluxio/alluxio":{"detail":{"owner":"Alluxio","name":"alluxio","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"8657c78e47ff7b6ef1283722b2cdda25751ffb29de40d0a200447bbdef041388","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.426666666667,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":22.16,"c_criticality":0.466666666667,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":38.571428571429,"c_rigor":0.7,"p_accessibility":21.54999,"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":0.485833333333,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.426666666667,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.430833333333,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.364166666667,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.490833333333,"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/Alluxio__alluxio.json","source_sha256":"23611de4010a04b8d4acde1a57a8cd295840386b2bf0547fda875183d0bea75f","fetched_at":"2026-10-28T00:17:15.361188+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":71.8333,"score":71.8333,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/Alluxio__alluxio.json","source_sha256":"61236e2d1fb0218b4616f3531a6986a96c8ba0eacc897661804e3074bc2c5116","fetched_at":"2026-10-25T20:57:46.388165+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":1,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.0,"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/Alluxio__alluxio.json","source_sha256":"23611de4010a04b8d4acde1a57a8cd295840386b2bf0547fda875183d0bea75f","fetched_at":"2026-10-28T00:17:15.361188+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/Alluxio__alluxio.json","source_sha256":"05a1fcd68dbd8f844baf53d82f98f73ec2cd1d073c95a33bf9ff454f21e30707","fetched_at":"2026-10-27T02:52:41.639555+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2216,"score":22.16,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/Alluxio__alluxio.json","source_sha256":"c9da3874a6b34a8425f758bfe98acd1d80b2644a25b88fcee57475f698808ee0","fetched_at":"2026-10-28T23:58:00.931113+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":37.5,"score":37.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/Alluxio__alluxio.json","source_sha256":"512cdb87aa7816adbd9065998788e15b0ea0d9865588804849020731fd79a148","fetched_at":"2026-10-30T12:22:18.711087+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/Alluxio__alluxio.json","source_sha256":"23611de4010a04b8d4acde1a57a8cd295840386b2bf0547fda875183d0bea75f","fetched_at":"2026-10-28T00:17:15.361188+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"}]},"benawad/dogehouse":{"detail":{"owner":"benawad","name":"dogehouse","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"67e840573a3f489bd043346ee7b57856fd3c3ee94c2d2c652c308b18e1089dce","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":[]},"bottlesdevs/Bottles":{"detail":{"owner":"bottlesdevs","name":"Bottles","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"ba269c4bb9b5ee5c8ff09378732c0eda64452123d24e41ae87b520b7014d309a","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1346,"tie_group":null,"porchlamp":59.38,"coverage":0.7,"tier":"B","tier_ceiling":"B","quadrant":"Sweet Spot","leverage":58.18,"friction":38.34,"leverage_coverage":0.675,"friction_coverage":0.725,"p_responsiveness":68.366500829187,"c_responsiveness":0.45,"p_criticality":63.5,"c_criticality":0.35,"p_governance":59.25,"c_governance":1.0,"p_rigor":48.58686,"c_rigor":1.0,"p_accessibility":48.5,"c_accessibility":1.0,"persona_gates":{"career_capital":"insufficient_evidence:criticality","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":57.12,"coverage":0.76,"tier":"B","rated":true},"balanced":{"porchlamp":59.38,"coverage":0.7,"tier":"B","rated":true},"career_capital":{"porchlamp":59.34,"coverage":0.6625,"tier":"B","rated":true},"first_timer":{"porchlamp":58.57,"coverage":0.7425,"tier":"B","rated":true},"senior_systems":{"porchlamp":59.43,"coverage":0.69,"tier":"B","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/bottlesdevs__Bottles.json","source_sha256":"a542b5a2b667fb9bfeb11a86bede549db8af8350972cb1506ef81a53a0501d9c","fetched_at":"2026-10-27T23:39:43.863837+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/bottlesdevs__Bottles.json","source_sha256":"a3a086773041571f7f0160198b3c621cbf633b39e55f5f7831d7f528496371af","fetched_at":"2026-10-25T16:45:46.372367+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":1080,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/bottlesdevs__Bottles.json","source_sha256":"5f652011b773a76f1353cccb1059ed6a1631c235b70f7241756394c56588aaa3","fetched_at":"2026-10-28T21:52:05.043815+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.25,"score":50.0,"n":24,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/bottlesdevs__Bottles.json","source_sha256":"010893c402949e737d24fa5fe3d73fc2d2fe509daca773593e464293f5a60365","fetched_at":"2026-10-23T10:55:15.589285+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/bottlesdevs__Bottles.json","source_sha256":"a542b5a2b667fb9bfeb11a86bede549db8af8350972cb1506ef81a53a0501d9c","fetched_at":"2026-10-27T23:39:43.863837+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.8,"score":100.0,"n":15,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/bottlesdevs__Bottles.json","source_sha256":"3f7bb1095816206a3a2506d6c7a1742af57f0adb8b8485e2b6c4aff13268bc49","fetched_at":"2026-10-10T23:00:38.583243+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.8333,"score":100.0,"n":12,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/bottlesdevs__Bottles.json","source_sha256":"3f7bb1095816206a3a2506d6c7a1742af57f0adb8b8485e2b6c4aff13268bc49","fetched_at":"2026-10-10T23:00:38.583243+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/bottlesdevs__Bottles.json","source_sha256":"e342547c9f02393cfc038f65cfc4a9a96b92267a12be36297c0045535f4bbecd","fetched_at":"2026-10-27T00:14:12.765674+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.635,"score":63.5,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/bottlesdevs__Bottles.json","source_sha256":"7ce5fbcad2fa28fc7fd287951e3316c0224d15af13e62f555cc6494fbdf8cdfa","fetched_at":"2026-10-28T21:52:05.121853+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":39.3984,"score":39.3984,"n":82,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/bottlesdevs__Bottles.json","source_sha256":"010893c402949e737d24fa5fe3d73fc2d2fe509daca773593e464293f5a60365","fetched_at":"2026-10-27T00:14:20.388031+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/bottlesdevs__Bottles.json","source_sha256":"a542b5a2b667fb9bfeb11a86bede549db8af8350972cb1506ef81a53a0501d9c","fetched_at":"2026-10-27T23:39:43.863837+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.2,"score":40.0,"n":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/bottlesdevs__Bottles.json","source_sha256":"3f7bb1095816206a3a2506d6c7a1742af57f0adb8b8485e2b6c4aff13268bc49","fetched_at":"2026-10-10T23:00:38.583243+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.1154,"score":14.425,"n":26,"window_start":"2026-04-26T10:55:15.589285+00:00","window_end":"2026-10-23T10:55:15.589285+00:00","method":"primary","source":"raw/pr_window/bottlesdevs__Bottles.json","source_sha256":"010893c402949e737d24fa5fe3d73fc2d2fe509daca773593e464293f5a60365","fetched_at":"2026-10-23T10:55:15.589285+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":580.6578,"score":32.64925373134328,"n":21,"window_start":"2026-04-26T10:55:15.589285+00:00","window_end":"2026-10-23T10:55:15.589285+00:00","method":"primary","source":"raw/pr_window/bottlesdevs__Bottles.json","source_sha256":"010893c402949e737d24fa5fe3d73fc2d2fe509daca773593e464293f5a60365","fetched_at":"2026-10-23T10:55:15.589285+00:00","unmeasured_reason":null}],"answer":["For bottlesdevs/Bottles, the reply time has too small a sample to measure (0 pull requests counted; 10 needed).","25% of 24 outside pull requests got no reply within 14 days (27 April to 24 October 2026).","It ranks 1,346 of 4,044 overall.","For first-time contributors it ranks 963 of 1,904 (the bottom 50%)."],"standings":{"balanced":{"rank":1346,"total":4044,"reason":null},"first_timer":{"rank":963,"total":1904,"reason":null},"career_capital":{"rank":null,"total":872,"reason":"Not enough evidence to show under this lens."},"senior_systems":{"rank":null,"total":986,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":1825,"total":4002,"reason":null}},"similar":[{"owner":"openai","name":"openai-agents-python","rank":1338},{"owner":"Imbad0202","name":"academic-research-skills","rank":1340},{"owner":"moesnow","name":"March7thAssistant","rank":1347},{"owner":"jd","name":"tenacity","rank":1353},{"owner":"DeepLabCut","name":"DeepLabCut","rank":1358}]},"Bowen7/regex-vis":{"detail":{"owner":"Bowen7","name":"regex-vis","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"96d68b2243d6a42debc64a6a689a9bee8c995e47f6277c685f2426b6c5c335c3","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.3375,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":23.37,"c_criticality":0.35,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":40.0,"c_rigor":0.3,"p_accessibility":21.0,"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":0.3225,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.3375,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.35,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.3125,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.37,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Bowen7__regex-vis.json","source_sha256":"1a01ca4137d6e7fb8d2ac79abf1113af9207733b1e10880bda0db7ad7106768f","fetched_at":"2026-10-28T02:11:12.478770+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/Bowen7__regex-vis.json","source_sha256":"acbcc40681995c925bf1a768c4273586bb67b05923807235993c66f6d197bb30","fetched_at":"2026-10-26T06:36:10.027012+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":2,"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":"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/Bowen7__regex-vis.json","source_sha256":"1a01ca4137d6e7fb8d2ac79abf1113af9207733b1e10880bda0db7ad7106768f","fetched_at":"2026-10-28T02:11:12.478770+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/Bowen7__regex-vis.json","source_sha256":"01a5aed17220df0511ff10254b8c78116e6cf849fff908bcd8d185d6bd128e1b","fetched_at":"2026-10-27T12:49:19.624240+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2337,"score":23.369999999999997,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/Bowen7__regex-vis.json","source_sha256":"3322d231aacd56ac2438bc9a2484046e641640997b71b3cf90f23854784de7e5","fetched_at":"2026-10-29T10:29:41.610755+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":38.0,"score":null,"n":2,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"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/Bowen7__regex-vis.json","source_sha256":"1a01ca4137d6e7fb8d2ac79abf1113af9207733b1e10880bda0db7ad7106768f","fetched_at":"2026-10-28T02:11:12.478770+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"}]},"boxyhq/saas-starter-kit":{"detail":{"owner":"boxyhq","name":"saas-starter-kit","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"e1be96740150de3c38a0e44e803fa8bc2866ed3b2df740487b31f35ee49d0e22","eligible":false,"gate_reason":"stale","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"stale","career_capital":"stale","first_timer":"stale","senior_systems":"stale"},"persona_composites":{},"suspicion":["closed_unread"],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"charmbracelet/bubbles":{"detail":{"owner":"charmbracelet","name":"bubbles","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"b5f302d5f68d1a53a75083919bea05a12489defeee69d4383ee3f20399fbfcd6","eligible":false,"gate_reason":"black_hole","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"black_hole","career_capital":"black_hole","first_timer":"black_hole","senior_systems":"black_hole"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":{"unanswered":49,"population_n":52,"unanswered_share":0.9423076923076923,"ignored":49,"ignored_share":0.9423076923076923,"wilson_lower_bound":0.8642,"threshold_share":0.5,"min_n":10,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","fetched_at":"2026-10-23T10:58:04.943735+00:00","source":"raw/pr_window/charmbracelet__bubbles.json","source_sha256":"a92436ecb48b0c5a6d3460161e1aec80da506987e6f8ea7119c7fc2f37484dfa","excluded":{"draft":1,"self_closed":4,"new_account":7,"bot":9,"internal":7,"under_14d":3},"counted_prs":[{"number":1067,"created_at":"2026-10-03T01:45:54Z","answered_within_14d":true,"first_response_at":"2026-10-09T13:34:33Z","response_kind":"review_or_comment","touched_ever":true},{"number":1066,"created_at":"2026-10-02T16:42:29Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1064,"created_at":"2026-10-02T02:09:13Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1063,"created_at":"2026-10-02T02:07:46Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1059,"created_at":"2026-09-27T03:26:30Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1058,"created_at":"2026-09-24T12:51:44Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1054,"created_at":"2026-09-20T13:01:30Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1052,"created_at":"2026-09-19T02:20:55Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1051,"created_at":"2026-09-16T20:59:23Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1050,"created_at":"2026-09-14T15:24:13Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1048,"created_at":"2026-09-03T08:34:08Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1046,"created_at":"2026-08-28T23:08:22Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1042,"created_at":"2026-08-25T20:58:22Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1037,"created_at":"2026-08-18T15:06:58Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1036,"created_at":"2026-08-15T14:39:14Z","answered_within_14d":true,"first_response_at":"2026-08-24T08:43:28Z","response_kind":"review_or_comment","touched_ever":true},{"number":1035,"created_at":"2026-08-14T17:33:28Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1033,"created_at":"2026-08-11T06:44:22Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1032,"created_at":"2026-08-10T08:56:16Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1031,"created_at":"2026-08-04T13:54:26Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1030,"created_at":"2026-08-04T13:54:05Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1020,"created_at":"2026-07-26T11:09:50Z","answered_within_14d":true,"first_response_at":"2026-08-03T14:24:08Z","response_kind":"review_or_comment","touched_ever":true},{"number":1019,"created_at":"2026-07-24T12:52:39Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1017,"created_at":"2026-07-21T19:39:41Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1015,"created_at":"2026-07-13T01:18:34Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1014,"created_at":"2026-07-07T17:43:53Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1012,"created_at":"2026-07-05T01:24:47Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1010,"created_at":"2026-06-26T11:05:18Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1009,"created_at":"2026-06-26T10:07:30Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1008,"created_at":"2026-06-26T05:58:10Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1005,"created_at":"2026-06-20T00:43:08Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1003,"created_at":"2026-06-12T07:10:05Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1002,"created_at":"2026-06-10T21:27:58Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":998,"created_at":"2026-06-02T23:48:09Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":997,"created_at":"2026-06-02T23:36:42Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":995,"created_at":"2026-06-01T20:50:29Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":994,"created_at":"2026-06-01T18:45:30Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":992,"created_at":"2026-05-30T19:55:53Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":990,"created_at":"2026-05-29T02:37:44Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":989,"created_at":"2026-05-29T02:23:11Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":988,"created_at":"2026-05-23T20:51:02Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":984,"created_at":"2026-05-17T13:28:48Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":982,"created_at":"2026-05-17T13:11:12Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":981,"created_at":"2026-05-17T12:10:23Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":980,"created_at":"2026-05-17T12:00:00Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":979,"created_at":"2026-05-17T11:19:55Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":978,"created_at":"2026-05-17T10:57:02Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":977,"created_at":"2026-05-17T02:12:18Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":972,"created_at":"2026-05-12T20:30:24Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":968,"created_at":"2026-05-11T06:07:12Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":967,"created_at":"2026-05-10T09:07:28Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":966,"created_at":"2026-05-07T21:34:23Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":964,"created_at":"2026-04-30T03:26:23Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false}],"rule_inputs_measured":true}},"evidence":[]},"Cinnamon/kotaemon":{"detail":{"owner":"Cinnamon","name":"kotaemon","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"9c883ee2117069242375c4019211236d211719997dd77fdd36ab297869836499","eligible":false,"gate_reason":"black_hole","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"black_hole","career_capital":"black_hole","first_timer":"black_hole","senior_systems":"black_hole"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":{"unanswered":16,"population_n":16,"unanswered_share":1.0,"ignored":16,"ignored_share":1.0,"wilson_lower_bound":0.8554,"threshold_share":0.5,"min_n":10,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","fetched_at":"2026-10-20T16:13:50.826786+00:00","source":"raw/pr_window/Cinnamon__kotaemon.json","source_sha256":"a51acf32a1f79bb4324f1745f999c3fb551c4e2d2d10acc9282ed35bbb9d8e4d","excluded":{"draft":2,"self_closed":2,"new_account":2,"bot":0,"internal":0,"under_14d":5},"counted_prs":[{"number":874,"created_at":"2026-10-03T08:07:47Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":870,"created_at":"2026-09-24T02:39:46Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":869,"created_at":"2026-09-19T18:10:10Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":862,"created_at":"2026-09-07T10:29:59Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":860,"created_at":"2026-08-31T19:39:56Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":859,"created_at":"2026-08-31T16:02:51Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":857,"created_at":"2026-08-23T15:34:33Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":856,"created_at":"2026-08-23T11:33:39Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":855,"created_at":"2026-08-17T10:13:02Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":854,"created_at":"2026-08-15T20:39:23Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":853,"created_at":"2026-08-13T01:26:06Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":852,"created_at":"2026-07-29T10:10:20Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":850,"created_at":"2026-07-26T09:01:23Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":848,"created_at":"2026-07-14T12:24:40Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":837,"created_at":"2026-06-04T10:57:26Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":836,"created_at":"2026-06-03T07:21:58Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false}],"rule_inputs_measured":true}},"evidence":[]},"ConsenSys-archive/truffle":{"detail":{"owner":"ConsenSys-archive","name":"truffle","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"2fe827e6127b50b9703de66cbe1e2ad66df7d34616be67b4a25fbf3e08d88712","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":[]},"creativetimofficial/ui":{"detail":{"owner":"creativetimofficial","name":"ui","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"1ee6f5ac2b931e4162cb913fb1e0dc325fae4f27e63e5bed5a13bb1ff4ae4273","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":[]},"flipperdevices/flipperzero-firmware":{"detail":{"owner":"flipperdevices","name":"flipperzero-firmware","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"0fd815d2184b6b62ce5dbbecb160ca673d4d888b18ab87a4b15fc4db307c8fa7","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":628,"tie_group":122,"porchlamp":64.77,"coverage":1.0,"tier":"B","tier_ceiling":null,"quadrant":"Sweet Spot","leverage":61.69,"friction":29.19,"leverage_coverage":1.0,"friction_coverage":1.0,"p_responsiveness":76.744505335705,"c_responsiveness":1.0,"p_criticality":48.85,"c_criticality":1.0,"p_governance":76.75,"c_governance":1.0,"p_rigor":73.06582,"c_rigor":1.0,"p_accessibility":47.071,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold"},"persona_composites":{"ai_assisted":{"porchlamp":66.91,"coverage":1.0,"tier":"B","rated":true},"balanced":{"porchlamp":64.77,"coverage":1.0,"tier":"B","rated":true},"career_capital":{"porchlamp":60.68,"coverage":1.0,"tier":"B","rated":true},"first_timer":{"porchlamp":64.69,"coverage":1.0,"tier":"B","rated":true},"senior_systems":{"porchlamp":64.76,"coverage":1.0,"tier":"B","rated":true}},"suspicion":["ef_domain_mismatch"],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/flipperdevices__flipperzero-firmware.json","source_sha256":"631fd8d4247b8b7e7e71a791e3ddd06c6012fa9fa8324be4b3b2bea72a7c4ff9","fetched_at":"2026-10-27T22:05:37.490308+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.7,"score":87.5,"n":20,"window_start":"2026-04-22T08:04:23.094344+00:00","window_end":"2026-07-21T08:04:23.094344+00:00","method":"primary","source":"raw/pr_window/flipperdevices__flipperzero-firmware.json","source_sha256":"391a214fc5b0f6c6b5bf454094b1d8b1b809f582efcece41ffcd373e3eddf782","fetched_at":"2026-10-19T08:04:23.094344+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/flipperdevices__flipperzero-firmware.json","source_sha256":"f232c26e4dba07e1908c6c909f7a69613ca92124f0ff6faa086b1f9dd4e45797","fetched_at":"2026-10-25T00:33:54.405254+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":7,"score":100.0,"n":77,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/flipperdevices__flipperzero-firmware.json","source_sha256":"bbab3ca21e860c618a4f18c71131399bcf0924cc57fe1896fe82baead465522c","fetched_at":"2026-10-28T15:18:53.398434+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.3076923076923077,"score":38.46153846153846,"n":39,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/flipperdevices__flipperzero-firmware.json","source_sha256":"391a214fc5b0f6c6b5bf454094b1d8b1b809f582efcece41ffcd373e3eddf782","fetched_at":"2026-10-19T08:04:23.094344+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/flipperdevices__flipperzero-firmware.json","source_sha256":"631fd8d4247b8b7e7e71a791e3ddd06c6012fa9fa8324be4b3b2bea72a7c4ff9","fetched_at":"2026-10-27T22:05:37.490308+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.7143,"score":89.28750000000001,"n":14,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/flipperdevices__flipperzero-firmware.json","source_sha256":"8e6a420602ffa24c8892cb1c9b8416ad9284013bda158eb2aa955f888930a2ba","fetched_at":"2026-10-10T21:36:54.470642+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.4,"score":80.0,"n":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/flipperdevices__flipperzero-firmware.json","source_sha256":"8e6a420602ffa24c8892cb1c9b8416ad9284013bda158eb2aa955f888930a2ba","fetched_at":"2026-10-10T21:36:54.470642+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/flipperdevices__flipperzero-firmware.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-26T17:59:56.782849+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4885,"score":48.85,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/flipperdevices__flipperzero-firmware.json","source_sha256":"dc38e770c8c7c6ef02196f1454436d6e92ffd66f06944ae44bafd91cbd934aa9","fetched_at":"2026-10-28T15:18:53.415468+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":73.3333,"score":73.3333,"n":36,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/flipperdevices__flipperzero-firmware.json","source_sha256":"391a214fc5b0f6c6b5bf454094b1d8b1b809f582efcece41ffcd373e3eddf782","fetched_at":"2026-10-26T18:00:02.687419+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/flipperdevices__flipperzero-firmware.json","source_sha256":"631fd8d4247b8b7e7e71a791e3ddd06c6012fa9fa8324be4b3b2bea72a7c4ff9","fetched_at":"2026-10-27T22:05:37.490308+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.2857,"score":57.14,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/flipperdevices__flipperzero-firmware.json","source_sha256":"8e6a420602ffa24c8892cb1c9b8416ad9284013bda158eb2aa955f888930a2ba","fetched_at":"2026-10-10T21:36:54.470642+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.4062,"score":50.775,"n":32,"window_start":"2026-04-22T08:04:23.094344+00:00","window_end":"2026-10-19T08:04:23.094344+00:00","method":"primary","source":"raw/pr_window/flipperdevices__flipperzero-firmware.json","source_sha256":"391a214fc5b0f6c6b5bf454094b1d8b1b809f582efcece41ffcd373e3eddf782","fetched_at":"2026-10-19T08:04:23.094344+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":5.8075,"score":100.0,"n":35,"window_start":"2026-04-22T08:04:23.094344+00:00","window_end":"2026-10-19T08:04:23.094344+00:00","method":"primary","source":"raw/pr_window/flipperdevices__flipperzero-firmware.json","source_sha256":"391a214fc5b0f6c6b5bf454094b1d8b1b809f582efcece41ffcd373e3eddf782","fetched_at":"2026-10-19T08:04:23.094344+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":1179.1606,"score":12.427745664739888,"n":27,"window_start":"2026-04-22T08:04:23.094344+00:00","window_end":"2026-10-19T08:04:23.094344+00:00","method":"primary","source":"raw/pr_window/flipperdevices__flipperzero-firmware.json","source_sha256":"391a214fc5b0f6c6b5bf454094b1d8b1b809f582efcece41ffcd373e3eddf782","fetched_at":"2026-10-19T08:04:23.094344+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to flipperdevices/flipperzero-firmware got a first human reply in a median of 5.8 hours (35 pull requests, 22 April to 19 October 2026); 31% got none within 14 days.","It ranks 628 of 4,044 overall.","For first-time contributors it ranks 550 of 1,904 (the top 29%)."],"standings":{"balanced":{"rank":628,"total":4044,"reason":null},"first_timer":{"rank":550,"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":398,"total":986,"reason":null},"ai_assisted":{"rank":561,"total":4002,"reason":null}},"similar":[{"owner":"canonical","name":"multipass","rank":599},{"owner":"keepassxreboot","name":"keepassxc","rank":600},{"owner":"CloudCompare","name":"CloudCompare","rank":643},{"owner":"lballabio","name":"QuantLib","rank":651},{"owner":"halide","name":"Halide","rank":652}]},"gleitz/howdoi":{"detail":{"owner":"gleitz","name":"howdoi","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"92302b7c31908f290bb1bcb44101677573811d86525c428642d309c89a36dc90","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":[]},"go-lang-plugin-org/go-lang-idea-plugin":{"detail":{"owner":"go-lang-plugin-org","name":"go-lang-idea-plugin","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"920e3c5fb0ddc2c4acfe67a771d07fb7d8e45eabf278f1535b7cbb85872b54ad","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":[]},"go-shiori/shiori":{"detail":{"owner":"go-shiori","name":"shiori","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"228eaa1d9937df232415609840b50162dca01e2586e27274f1cbeb4b46f92e2f","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.56,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":19.884253687316,"c_criticality":1.0,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":41.428571428571,"c_rigor":0.7,"p_accessibility":21.0,"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":0.5925,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.56,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.6175,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.4175,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.6775,"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/go-shiori__shiori.json","source_sha256":"812a0741e1a75ae02465c45fdeb8fc60f2c070af05dbe03b20ac76d75b402a27","fetched_at":"2026-10-27T22:55:14.886242+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":15.486725663716815,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/go-shiori__shiori.json","source_sha256":"546e5241706cd61d33f1b087b4cf941548910db03a67f702308853fbc92dfbc8","fetched_at":"2026-10-26T21:22:11.927318+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/go-shiori__shiori.json","source_sha256":"a912ecd1177cdebb7b30cab6f0070bc9a67b6b5161b8a9ca3cef72ae1a674801","fetched_at":"2026-10-25T03:14:51.085476+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":9,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":1.0,"score":null,"n":8,"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/go-shiori__shiori.json","source_sha256":"812a0741e1a75ae02465c45fdeb8fc60f2c070af05dbe03b20ac76d75b402a27","fetched_at":"2026-10-27T22:55:14.886242+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/go-shiori__shiori.json","source_sha256":"2660dbbd5d4ce7e53c5ab8eb74af76856c2d448dc1b871c02f47fbf04733fe86","fetched_at":"2026-10-26T21:22:08.048790+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2491,"score":24.91,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/go-shiori__shiori.json","source_sha256":"506b5bd37212a0ba0bda8304c4868bde6ec6af3e9ecab06436d81c6f5645ab7b","fetched_at":"2026-10-28T19:08:11.952351+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":42.5,"score":42.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/go-shiori__shiori.json","source_sha256":"6b3e408fb1aab33f229a68cdafc5d11e03a6a5fa8efe8495970ebee3fc817abe","fetched_at":"2026-10-30T10:37:30.884471+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/go-shiori__shiori.json","source_sha256":"812a0741e1a75ae02465c45fdeb8fc60f2c070af05dbe03b20ac76d75b402a27","fetched_at":"2026-10-27T22:55:14.886242+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"}]},"Haleydu/Cimoc":{"detail":{"owner":"Haleydu","name":"Cimoc","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"2628e359d2a7964be3cc4dfd17f9ea213dccf5f776354b0a9f7b1dc79c719d53","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":[]},"huanghaibin-dev/CalendarView":{"detail":{"owner":"huanghaibin-dev","name":"CalendarView","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"2a9484fc89d0f2e989617ca2a7781d782f90443ad14689c7ddd40e0e6a70a205","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":[]},"intuitem/ciso-assistant-community":{"detail":{"owner":"intuitem","name":"ciso-assistant-community","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"8b66ffe1c5a1ec643bd8b581cf96d8b7b723b7d2c2031aa1b622731074a94f4d","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2686,"tie_group":708,"porchlamp":50.7,"coverage":0.65,"tier":"C","tier_ceiling":"B","quadrant":"Sweet Spot","leverage":53.48,"friction":49.3,"leverage_coverage":0.675,"friction_coverage":0.675,"p_responsiveness":74.25387244008,"c_responsiveness":0.55,"p_criticality":54.57,"c_criticality":0.35,"p_governance":38.25,"c_governance":1.0,"p_rigor":61.80087,"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":54.18,"coverage":0.73,"tier":"C","rated":true},"balanced":{"porchlamp":50.7,"coverage":0.65,"tier":"C","rated":true},"career_capital":{"porchlamp":null,"coverage":0.5825,"tier":null,"rated":false},"first_timer":{"porchlamp":46.51,"coverage":0.6275,"tier":"C","rated":true},"senior_systems":{"porchlamp":52.69,"coverage":0.68,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/intuitem__ciso-assistant-community.json","source_sha256":"1e2a9e8bb3051f6b35e83c61a632760ea8abe202e746e62ae6544f849b02a02e","fetched_at":"2026-10-28T02:08:59.016770+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":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/intuitem__ciso-assistant-community.json","source_sha256":"2532657e26d1f3cb9b92613eb6113bc6154bafc43f026d00ceb48070bb1b71e8","fetched_at":"2026-10-26T06:22:40.922511+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":1627,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/intuitem__ciso-assistant-community.json","source_sha256":"ed5fa7d4287ada057d228c26b689c6b39b2ae5e236aaacc22575bb9ff1665336","fetched_at":"2026-10-29T10:20:00.537306+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.07539682539682539,"score":84.92063492063492,"n":252,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/intuitem__ciso-assistant-community.json","source_sha256":"15e6b6929489ea5e560091d33a18137b7ec8650571ca7ab155684105d92fdc17","fetched_at":"2026-10-20T07:29:11.015110+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/intuitem__ciso-assistant-community.json","source_sha256":"1e2a9e8bb3051f6b35e83c61a632760ea8abe202e746e62ae6544f849b02a02e","fetched_at":"2026-10-28T02:08:59.016770+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/intuitem__ciso-assistant-community.json","source_sha256":"7b10768c106d80b1d89a803c45b96d891b21433c1bd2d579d726ee1911090404","fetched_at":"2026-10-27T12:41:00.176210+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5457,"score":54.56999999999999,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/intuitem__ciso-assistant-community.json","source_sha256":"66117cc73981c30dea817197908f92f07d318574d9a72da204546445ae8bedac","fetched_at":"2026-10-29T10:20:00.655615+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":86.8053,"score":86.8053,"n":779,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/intuitem__ciso-assistant-community.json","source_sha256":"15e6b6929489ea5e560091d33a18137b7ec8650571ca7ab155684105d92fdc17","fetched_at":"2026-10-27T12:41:09.248972+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/intuitem__ciso-assistant-community.json","source_sha256":"1e2a9e8bb3051f6b35e83c61a632760ea8abe202e746e62ae6544f849b02a02e","fetched_at":"2026-10-28T02:08:59.016770+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":0.4021,"score":50.2625,"n":291,"window_start":"2026-04-23T07:29:11.015110+00:00","window_end":"2026-10-20T07:29:11.015110+00:00","method":"primary","source":"raw/pr_window/intuitem__ciso-assistant-community.json","source_sha256":"15e6b6929489ea5e560091d33a18137b7ec8650571ca7ab155684105d92fdc17","fetched_at":"2026-10-20T07:29:11.015110+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":21.7944,"score":78.47692297501949,"n":277,"window_start":"2026-04-23T07:29:11.015110+00:00","window_end":"2026-10-20T07:29:11.015110+00:00","method":"primary","source":"raw/pr_window/intuitem__ciso-assistant-community.json","source_sha256":"15e6b6929489ea5e560091d33a18137b7ec8650571ca7ab155684105d92fdc17","fetched_at":"2026-10-20T07:29:11.015110+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":406.1208,"score":45.58457711442786,"n":267,"window_start":"2026-04-23T07:29:11.015110+00:00","window_end":"2026-10-20T07:29:11.015110+00:00","method":"primary","source":"raw/pr_window/intuitem__ciso-assistant-community.json","source_sha256":"15e6b6929489ea5e560091d33a18137b7ec8650571ca7ab155684105d92fdc17","fetched_at":"2026-10-20T07:29:11.015110+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to intuitem/ciso-assistant-community got a first human reply in a median of 21.8 hours (277 pull requests, 23 April to 20 October 2026); 8% got none within 14 days.","It ranks 2,686 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":2686,"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":2279,"total":4002,"reason":null}},"similar":[{"owner":"yzhao062","name":"pyod","rank":2682},{"owner":"OneDragon-Anything","name":"ZenlessZoneZero-OneDragon","rank":2683},{"owner":"aiogram","name":"aiogram","rank":2684},{"owner":"huggingface","name":"trl","rank":2688},{"owner":"modelscope","name":"ms-swift","rank":2693}]},"jgamblin/Mirai-Source-Code":{"detail":{"owner":"jgamblin","name":"Mirai-Source-Code","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"6dd90f56281732784ce6203924967a5fecc5c9a2af779018ed09efb0c2fb83e2","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":[]},"jnsahaj/tweakcn":{"detail":{"owner":"jnsahaj","name":"tweakcn","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"7f7fd37104e5e8d01152806d1f3a0de8af38c803d393537e44e2186250b2aa23","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.51,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":41.6625,"c_responsiveness":0.2,"p_criticality":29.96,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":40.0,"c_rigor":0.3,"p_accessibility":27.794117647059,"c_accessibility":0.85,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"high_barrier_to_entry","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.45,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.51,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.5125,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.54,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.505,"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/jnsahaj__tweakcn.json","source_sha256":"2f6f0db0cb36152f0e1369babaa2e1f5fca01ed1598e41b37c7324ba872fd3b3","fetched_at":"2026-10-27T23:12:54.927166+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":0,"window_start":null,"window_end":null,"method":"proxy:setup_signals_only","source":"raw/actions_runs/jnsahaj__tweakcn.json","source_sha256":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","fetched_at":"2026-10-25T04:23:54.810497+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":73,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/jnsahaj__tweakcn.json","source_sha256":"32fb68938688f4b601c99a9f5ee600092a2a53a211ade41ac960d8872eb1e784","fetched_at":"2026-10-28T20:19:35.632495+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.6,"score":null,"n":5,"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/jnsahaj__tweakcn.json","source_sha256":"2f6f0db0cb36152f0e1369babaa2e1f5fca01ed1598e41b37c7324ba872fd3b3","fetched_at":"2026-10-27T23:12:54.927166+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.3333,"score":41.6625,"n":9,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/jnsahaj__tweakcn.json","source_sha256":"e91619e601ced7ba358df011ad39cb24df15cc44072fe1ecfad8c63dc012eca2","fetched_at":"2026-10-10T22:55:08.768401+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.1875,"score":37.5,"n":16,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/jnsahaj__tweakcn.json","source_sha256":"e91619e601ced7ba358df011ad39cb24df15cc44072fe1ecfad8c63dc012eca2","fetched_at":"2026-10-10T22:55:08.768401+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/jnsahaj__tweakcn.json","source_sha256":"aafc337e37525c5eb8fb5a0e204b1ac36cb83e088489619e90c4839f4153adc6","fetched_at":"2026-10-26T22:27:54.650575+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2996,"score":29.959999999999997,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/jnsahaj__tweakcn.json","source_sha256":"081bf9112435fc7126ec95d280d6eb40cf710b6402c36a2a10a955c08ba7f194","fetched_at":"2026-10-28T20:19:35.640362+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":0.0,"score":null,"n":2,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"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/jnsahaj__tweakcn.json","source_sha256":"2f6f0db0cb36152f0e1369babaa2e1f5fca01ed1598e41b37c7324ba872fd3b3","fetched_at":"2026-10-27T23:12:54.927166+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"}]},"JuliaPluto/Pluto.jl":{"detail":{"owner":"JuliaPluto","name":"Pluto.jl","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"5e7721198f21b63ec0d4fb7b0927e62a386119d5b1f1e7bd9a92d2e5f2f710ba","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1659,"tie_group":null,"porchlamp":57.37,"coverage":0.8375,"tier":"B","tier_ceiling":"A","quadrant":"Nursery","leverage":49.33,"friction":35.78,"leverage_coverage":0.675,"friction_coverage":1.0,"p_responsiveness":73.137166303644,"c_responsiveness":1.0,"p_criticality":51.46,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":44.99944,"c_rigor":1.0,"p_accessibility":62.499,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":54.49,"coverage":0.87,"tier":"C","rated":true},"balanced":{"porchlamp":57.37,"coverage":0.8375,"tier":"B","rated":true},"career_capital":{"porchlamp":57.21,"coverage":0.7725,"tier":"B","rated":true},"first_timer":{"porchlamp":61.57,"coverage":0.935,"tier":"B","rated":true},"senior_systems":{"porchlamp":53.73,"coverage":0.7725,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/JuliaPluto__Pluto.jl.json","source_sha256":"f7e7382abf4fc65041c20a62d6173147949ccef344295181b3901a658e9e8968","fetched_at":"2026-10-28T01:23:09.075424+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":0.9,"score":100.0,"n":10,"window_start":"2026-04-23T02:54:34.118263+00:00","window_end":"2026-07-22T02:54:34.118263+00:00","method":"primary","source":"raw/pr_window/JuliaPluto__Pluto.jl.json","source_sha256":"af1d60ff8281bca6683ce071c53784da051a71026f837dc40c3633cdad66e42a","fetched_at":"2026-10-20T02:54:34.118263+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":23,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/JuliaPluto__Pluto.jl.json","source_sha256":"af9476d9895d2f05392718334e9ce81d5ddfa7b3c3eadd2b7f51a2977857c68a","fetched_at":"2026-10-26T01:21:43.683799+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":182,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/JuliaPluto__Pluto.jl.json","source_sha256":"2a7e270ce52a43e7d73df069ab9f89d0c30ffac6013e9b14eaf570cdbdac373b","fetched_at":"2026-10-29T07:25:38.076610+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.26666666666666666,"score":46.666666666666664,"n":15,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/JuliaPluto__Pluto.jl.json","source_sha256":"af1d60ff8281bca6683ce071c53784da051a71026f837dc40c3633cdad66e42a","fetched_at":"2026-10-20T02:54:34.118263+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/JuliaPluto__Pluto.jl.json","source_sha256":"f7e7382abf4fc65041c20a62d6173147949ccef344295181b3901a658e9e8968","fetched_at":"2026-10-28T01:23:09.075424+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.5833,"score":72.91250000000001,"n":12,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/JuliaPluto__Pluto.jl.json","source_sha256":"e83581e7ab2e73b2e30d900741312ec8ff983254e95137c2c5cf42836bea824d","fetched_at":"2026-10-11T01:49:38.245688+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.5455,"score":100.0,"n":11,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/JuliaPluto__Pluto.jl.json","source_sha256":"e83581e7ab2e73b2e30d900741312ec8ff983254e95137c2c5cf42836bea824d","fetched_at":"2026-10-11T01:49:38.245688+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/JuliaPluto__Pluto.jl.json","source_sha256":"3f49d8234a69a01bef76a5797e6e5ecf0640e1de9e9e50686bd14348bd7a6974","fetched_at":"2026-10-27T08:28:41.585390+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5146,"score":51.459999999999994,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/JuliaPluto__Pluto.jl.json","source_sha256":"79f562e7571011ac1ee2b1206c49ccab00dfa2052f960a028819441e99957952","fetched_at":"2026-10-29T07:25:38.114974+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":16.8736,"score":16.8736,"n":58,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/JuliaPluto__Pluto.jl.json","source_sha256":"af1d60ff8281bca6683ce071c53784da051a71026f837dc40c3633cdad66e42a","fetched_at":"2026-10-27T08:28:48.156999+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/JuliaPluto__Pluto.jl.json","source_sha256":"f7e7382abf4fc65041c20a62d6173147949ccef344295181b3901a658e9e8968","fetched_at":"2026-10-28T01:23:09.075424+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.3333,"score":66.66,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/JuliaPluto__Pluto.jl.json","source_sha256":"e83581e7ab2e73b2e30d900741312ec8ff983254e95137c2c5cf42836bea824d","fetched_at":"2026-10-11T01:49:38.245688+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.7,"score":87.5,"n":10,"window_start":"2026-04-23T02:54:34.118263+00:00","window_end":"2026-10-20T02:54:34.118263+00:00","method":"primary","source":"raw/pr_window/JuliaPluto__Pluto.jl.json","source_sha256":"af1d60ff8281bca6683ce071c53784da051a71026f837dc40c3633cdad66e42a","fetched_at":"2026-10-20T02:54:34.118263+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":17.9297,"score":85.5170764154968,"n":15,"window_start":"2026-04-23T02:54:34.118263+00:00","window_end":"2026-10-20T02:54:34.118263+00:00","method":"primary","source":"raw/pr_window/JuliaPluto__Pluto.jl.json","source_sha256":"af1d60ff8281bca6683ce071c53784da051a71026f837dc40c3633cdad66e42a","fetched_at":"2026-10-20T02:54:34.118263+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":1250.3381,"score":8.995433789954333,"n":10,"window_start":"2026-04-23T02:54:34.118263+00:00","window_end":"2026-10-20T02:54:34.118263+00:00","method":"primary","source":"raw/pr_window/JuliaPluto__Pluto.jl.json","source_sha256":"af1d60ff8281bca6683ce071c53784da051a71026f837dc40c3633cdad66e42a","fetched_at":"2026-10-20T02:54:34.118263+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to JuliaPluto/Pluto.jl got a first human reply in a median of 17.9 hours (15 pull requests, 23 April to 20 October 2026); 27% got none within 14 days.","It ranks 1,659 of 4,044 overall.","For first-time contributors it ranks 774 of 1,904 (the top 41%)."],"standings":{"balanced":{"rank":1659,"total":4044,"reason":null},"first_timer":{"rank":774,"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":2231,"total":4002,"reason":null}},"similar":[{"owner":"cockpit-project","name":"cockpit","rank":1651},{"owner":"hanydd","name":"BilibiliSponsorBlock","rank":1652},{"owner":"open-multi-agent","name":"open-multi-agent","rank":1657},{"owner":"monkeytypegame","name":"monkeytype","rank":1658},{"owner":"nanostores","name":"nanostores","rank":1665}]},"Kanaries/Rath":{"detail":{"owner":"Kanaries","name":"Rath","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"ebe69dd760d5c6217fca697070549ed3147a0fe42ab1c5c6bb7a301774ef73c3","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":[]},"kenn-io/agentsview":{"detail":{"owner":"kenn-io","name":"agentsview","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"f0033d1265fa8aaa8bda1e92a08a9a6cccdb74c4d37a2d8a1dabb20250068eaf","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1608,"tie_group":405,"porchlamp":57.69,"coverage":0.8125,"tier":"B","tier_ceiling":"A","quadrant":"Nursery","leverage":45.32,"friction":25.21,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":91.223316129862,"c_responsiveness":0.55,"p_criticality":28.564253687316,"c_criticality":1.0,"p_governance":77.25,"c_governance":1.0,"p_rigor":51.95829,"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":56.73,"coverage":0.86,"tier":"B","rated":true},"balanced":{"porchlamp":57.69,"coverage":0.8125,"tier":"B","rated":true},"career_capital":{"porchlamp":51.03,"coverage":0.81,"tier":"C","rated":true},"first_timer":{"porchlamp":60.57,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":54.89,"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/kenn-io__agentsview.json","source_sha256":"95c90a31562903292350edd0f8ee68bfd6d953a50bb27e67aaec47e5f4635732","fetched_at":"2026-10-28T01:02:01.654344+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":15.486725663716815,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/kenn-io__agentsview.json","source_sha256":"b260e2da8a7374bc00eadffc924bae098f6fff375e2d73f32d20933698b25e5a","fetched_at":"2026-10-27T06:34:11.742855+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":100.0,"score":100.0,"n":21,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/kenn-io__agentsview.json","source_sha256":"71fb88bf49f96778af01367d55a2e85ac36c802457f46a958f7baf2091ddde1a","fetched_at":"2026-10-25T23:56:56.541545+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":1699,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/kenn-io__agentsview.json","source_sha256":"eee443491f546d694cd2a7c82fa1a681cb95da7f84705eb4a2bb01eef81cdc63","fetched_at":"2026-10-29T06:03:29.448993+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.034074074074074076,"score":93.18518518518519,"n":675,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/kenn-io__agentsview.json","source_sha256":"475a1ea2a6fa84d1c501df6cb114f5ddcdcc6693bd42af004c8ef6474d34b726","fetched_at":"2026-10-19T22:13:20.909545+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/kenn-io__agentsview.json","source_sha256":"95c90a31562903292350edd0f8ee68bfd6d953a50bb27e67aaec47e5f4635732","fetched_at":"2026-10-28T01:02:01.654344+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/kenn-io__agentsview.json","source_sha256":"9d3298dfc1199e3a8d4b141c149f2bdf681b1a8e307a295e765c43a2db1f6d9d","fetched_at":"2026-10-27T06:34:07.976573+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4351,"score":43.51,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/kenn-io__agentsview.json","source_sha256":"b65cadf37f6fb3b5f3d42a8d1c4ebfb97600085cd39821fc7d129257e656321f","fetched_at":"2026-10-29T06:03:29.546359+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":42.5301,"score":42.5301,"n":1289,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/kenn-io__agentsview.json","source_sha256":"475a1ea2a6fa84d1c501df6cb114f5ddcdcc6693bd42af004c8ef6474d34b726","fetched_at":"2026-10-27T06:34:13.747216+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/kenn-io__agentsview.json","source_sha256":"95c90a31562903292350edd0f8ee68bfd6d953a50bb27e67aaec47e5f4635732","fetched_at":"2026-10-28T01:02:01.654344+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":0.1719,"score":21.4875,"n":797,"window_start":"2026-04-22T22:13:20.909545+00:00","window_end":"2026-10-19T22:13:20.909545+00:00","method":"primary","source":"raw/pr_window/kenn-io__agentsview.json","source_sha256":"475a1ea2a6fa84d1c501df6cb114f5ddcdcc6693bd42af004c8ef6474d34b726","fetched_at":"2026-10-19T22:13:20.909545+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":15.0669,"score":91.79129478662944,"n":218,"window_start":"2026-04-22T22:13:20.909545+00:00","window_end":"2026-10-19T22:13:20.909545+00:00","method":"primary","source":"raw/pr_window/kenn-io__agentsview.json","source_sha256":"475a1ea2a6fa84d1c501df6cb114f5ddcdcc6693bd42af004c8ef6474d34b726","fetched_at":"2026-10-19T22:13:20.909545+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":111.3253,"score":86.57657657657657,"n":752,"window_start":"2026-04-22T22:13:20.909545+00:00","window_end":"2026-10-19T22:13:20.909545+00:00","method":"primary","source":"raw/pr_window/kenn-io__agentsview.json","source_sha256":"475a1ea2a6fa84d1c501df6cb114f5ddcdcc6693bd42af004c8ef6474d34b726","fetched_at":"2026-10-19T22:13:20.909545+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to kenn-io/agentsview got a first human reply in a median of 15.1 hours (218 pull requests, 22 April to 19 October 2026); 3% got none within 14 days.","It ranks 1,608 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1608,"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":1889,"total":4002,"reason":null}},"similar":[{"owner":"v2fly","name":"domain-list-community","rank":1591},{"owner":"smallstep","name":"certificates","rank":1596},{"owner":"gohugoio","name":"hugo","rank":1597},{"owner":"kubevela","name":"kubevela","rank":1612},{"owner":"github","name":"gh-aw","rank":1613}]},"krahets/hello-algo":{"detail":{"owner":"krahets","name":"hello-algo","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"f80090ff5f8a02fcbced66abc28180cc67bb73195aeac3bf1a5bde851128df74","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3405,"tie_group":null,"porchlamp":44.06,"coverage":0.691666666667,"tier":"C","tier_ceiling":"B","quadrant":"Graveyard","leverage":42.78,"friction":53.02,"leverage_coverage":0.733333333334,"friction_coverage":0.65,"p_responsiveness":50.065876152833,"c_responsiveness":0.3,"p_criticality":42.31,"c_criticality":0.466666666667,"p_governance":50.5,"c_governance":1.0,"p_rigor":38.41668,"c_rigor":1.0,"p_accessibility":34.0,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":42.9,"coverage":0.753333333333,"tier":"C","rated":true},"balanced":{"porchlamp":44.06,"coverage":0.691666666667,"tier":"C","rated":true},"career_capital":{"porchlamp":43.04,"coverage":0.673333333333,"tier":"C","rated":true},"first_timer":{"porchlamp":43.37,"coverage":0.701666666667,"tier":"C","rated":true},"senior_systems":{"porchlamp":44.33,"coverage":0.708333333333,"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/krahets__hello-algo.json","source_sha256":"8c6e4a5f34a8f9b9beef772f2feab2c323606dd7c2b731dd3bf276a7b6ba5e07","fetched_at":"2026-10-27T19:09:57.508655+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":17,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/krahets__hello-algo.json","source_sha256":"52dd4de2709b761b3d8db5bfcf049ec8ac4ebc56d06ad11bc216ee398b1092cb","fetched_at":"2026-10-24T19:18:09.115735+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":56,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/krahets__hello-algo.json","source_sha256":"266d35db9bf5c2d8302b3715c89e93e8cf843703024dd34b2c803c8daf8e389a","fetched_at":"2026-10-28T04:39:57.688923+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.8888888888888888,"score":null,"n":9,"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/krahets__hello-algo.json","source_sha256":"8c6e4a5f34a8f9b9beef772f2feab2c323606dd7c2b731dd3bf276a7b6ba5e07","fetched_at":"2026-10-27T19:09:57.508655+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.6,"score":75.0,"n":15,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/krahets__hello-algo.json","source_sha256":"3a67469ffa8e3bdfa6fa4c5843a391144f5d32bfc6cbb2e6d9fddfc7b948ad30","fetched_at":"2026-10-30T07:07:56.075926+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.25,"score":50.0,"n":12,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/krahets__hello-algo.json","source_sha256":"3a67469ffa8e3bdfa6fa4c5843a391144f5d32bfc6cbb2e6d9fddfc7b948ad30","fetched_at":"2026-10-30T07:07:56.075926+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/krahets__hello-algo.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-26T10:37:45.866590+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4231,"score":42.309999999999995,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/krahets__hello-algo.json","source_sha256":"b3df89a7882f58f59fc0487f4e737e4e49b693195f4b81605f2ed1c2de952208","fetched_at":"2026-10-28T04:39:57.703087+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":56.6667,"score":56.6667,"n":18,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/krahets__hello-algo.json","source_sha256":"8a6829254ae569a96f59fa9bb76f0fd51551dac60518f40d89cf6d552fd53e64","fetched_at":"2026-10-26T10:37:49.929503+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/krahets__hello-algo.json","source_sha256":"8c6e4a5f34a8f9b9beef772f2feab2c323606dd7c2b731dd3bf276a7b6ba5e07","fetched_at":"2026-10-27T19:09:57.508655+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.2,"score":40.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/krahets__hello-algo.json","source_sha256":"3a67469ffa8e3bdfa6fa4c5843a391144f5d32bfc6cbb2e6d9fddfc7b948ad30","fetched_at":"2026-10-30T07:07:56.075926+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.1,"score":12.5,"n":10,"window_start":"2026-04-21T09:46:54.947210+00:00","window_end":"2026-10-18T09:46:54.947210+00:00","method":"primary","source":"raw/pr_window/krahets__hello-algo.json","source_sha256":"8a6829254ae569a96f59fa9bb76f0fd51551dac60518f40d89cf6d552fd53e64","fetched_at":"2026-10-18T09:46:54.947210+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":3681.865,"score":0.19762845849803057,"n":7,"window_start":"2026-04-21T09:46:54.947210+00:00","window_end":"2026-10-18T09:46:54.947210+00:00","method":"primary","source":"raw/pr_window/krahets__hello-algo.json","source_sha256":"8a6829254ae569a96f59fa9bb76f0fd51551dac60518f40d89cf6d552fd53e64","fetched_at":"2026-10-18T09:46:54.947210+00:00","unmeasured_reason":null}],"answer":["For krahets/hello-algo, the reply time and the share with no reply within 14 days both have too small a sample to measure (0 and 9 pull requests counted; 10 needed).","It ranks 3,405 of 4,044 overall.","For first-time contributors it ranks 1,749 of 1,904 (the bottom 9%)."],"standings":{"balanced":{"rank":3405,"total":4044,"reason":null},"first_timer":{"rank":1749,"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":3559,"total":4002,"reason":null}},"similar":[{"owner":"nageoffer","name":"ragent","rank":3396},{"owner":"thingsboard","name":"thingsboard","rank":3410},{"owner":"alibaba","name":"druid","rank":3423},{"owner":"kekingcn","name":"kkFileView","rank":3430},{"owner":"xuxueli","name":"xxl-job","rank":3450}]},"krishnaik06/The-Grand-Complete-Data-Science-Materials":{"detail":{"owner":"krishnaik06","name":"The-Grand-Complete-Data-Science-Materials","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"13d6df68b32378dacb6045a2631f108c1855a78ab72c352dc996a1e4324bc598","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":[]},"lc/gau":{"detail":{"owner":"lc","name":"gau","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"57b90a4d236db626bf14785d1b654928b2e6c23d186ef47c2d47f873a00570fd","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":[]},"lingfengQAQ/webnovel-writer":{"detail":{"owner":"lingfengQAQ","name":"webnovel-writer","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"10fab92bc0066d5022b56a180f31b849e3976a0e6816458708011210e55f39ff","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":4010,"tie_group":null,"porchlamp":28.58,"coverage":0.6075,"tier":"D","tier_ceiling":"B","quadrant":"Graveyard","leverage":39.65,"friction":78.32,"leverage_coverage":0.585,"friction_coverage":0.645,"p_responsiveness":9.521428571429,"c_responsiveness":0.35,"p_criticality":35.56,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":39.238114285714,"c_rigor":0.7,"p_accessibility":8.823529411765,"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":31.21,"coverage":0.62,"tier":"D","rated":true},"balanced":{"porchlamp":28.58,"coverage":0.6075,"tier":"D","rated":true},"career_capital":{"porchlamp":null,"coverage":0.5825,"tier":null,"rated":false},"first_timer":{"porchlamp":21.03,"coverage":0.6325,"tier":"D","rated":true},"senior_systems":{"porchlamp":34.79,"coverage":0.6075,"tier":"D","rated":true}},"suspicion":["closed_unread"],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/lingfengQAQ__webnovel-writer.json","source_sha256":"c6ab1e45d3f233109c0240b01fc32693e7dfe13076f4a10439c1976afe2c1cd7","fetched_at":"2026-10-28T00:14:39.582047+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/lingfengQAQ__webnovel-writer.json","source_sha256":"8f047c97ed417fc089b6afd7c5cc7eb5ba509b6dbebd3deaa905778578a6132e","fetched_at":"2026-10-25T20:47:14.444398+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":357,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/lingfengQAQ__webnovel-writer.json","source_sha256":"9a5ee352296030443dc503fd3b52075743c467188fb1ab090e9dd4dce99ea5ff","fetched_at":"2026-10-28T23:49:41.986281+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.5,"score":0.0,"n":10,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/lingfengQAQ__webnovel-writer.json","source_sha256":"344f5daf9d8b950128037405a70d250566a7089dcdf787f7d95705db62fb07af","fetched_at":"2026-10-22T11:51:27.661437+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/lingfengQAQ__webnovel-writer.json","source_sha256":"c6ab1e45d3f233109c0240b01fc32693e7dfe13076f4a10439c1976afe2c1cd7","fetched_at":"2026-10-28T00:14:39.582047+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.1333,"score":16.6625,"n":15,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/lingfengQAQ__webnovel-writer.json","source_sha256":"5d73452d38fc799fc113b88a8773b5931dd958a5e336afc0c8251f9ee4a97381","fetched_at":"2026-10-10T23:49:59.348401+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/lingfengQAQ__webnovel-writer.json","source_sha256":"5d73452d38fc799fc113b88a8773b5931dd958a5e336afc0c8251f9ee4a97381","fetched_at":"2026-10-10T23:49:59.348401+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/lingfengQAQ__webnovel-writer.json","source_sha256":"e20c19972212b0496ad38930e32250e9ba71ab8c2818c7c551cdaeab54668bd2","fetched_at":"2026-10-27T02:39:17.394036+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3556,"score":35.56,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/lingfengQAQ__webnovel-writer.json","source_sha256":"51d0b5a0ff7eb9a2b8cc7cf04b6f36bda331231eb32e01904b33bd349fdc95b4","fetched_at":"2026-10-28T23:49:42.020362+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":38.6667,"score":38.6667,"n":49,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/lingfengQAQ__webnovel-writer.json","source_sha256":"344f5daf9d8b950128037405a70d250566a7089dcdf787f7d95705db62fb07af","fetched_at":"2026-10-27T02:39:22.549270+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/lingfengQAQ__webnovel-writer.json","source_sha256":"c6ab1e45d3f233109c0240b01fc32693e7dfe13076f4a10439c1976afe2c1cd7","fetched_at":"2026-10-28T00:14:39.582047+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}],"answer":["For lingfengQAQ/webnovel-writer, the reply time has too small a sample to measure (0 pull requests counted; 10 needed).","50% of 10 outside pull requests got no reply within 14 days (27 April to 24 October 2026).","It ranks 4,010 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":4010,"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":3969,"total":4002,"reason":null}},"similar":[{"owner":"index-tts","name":"index-tts","rank":4007},{"owner":"The-Vibe-Company","name":"quivr","rank":4009},{"owner":"AI4Finance-Foundation","name":"FinRobot","rank":4018},{"owner":"Evil0ctal","name":"Douyin_TikTok_Download_API","rank":4019},{"owner":"2FastLabs","name":"agent-squad","rank":4023}]},"lining0806/PythonSpiderNotes":{"detail":{"owner":"lining0806","name":"PythonSpiderNotes","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"4f0c442c8e5f84a96c4db908e3860399fdfbe4c70a751a4920f813ee654488f5","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":[]},"LlamaChinese/Llama-Chinese":{"detail":{"owner":"LlamaChinese","name":"Llama-Chinese","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"b3c2f5a382c1f507ea9e9171e91becf60ecfb1a77cca51ddf252d12199d834c6","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":[]},"macanv/BERT-BiLSTM-CRF-NER":{"detail":{"owner":"macanv","name":"BERT-BiLSTM-CRF-NER","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"e56f42da73afa88f635d8641632b776b954dce16e206d8464550c4b623c5680d","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":[]},"micro-editor/micro":{"detail":{"owner":"micro-editor","name":"micro","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"28df74b9524225acac9e3820fe72c447468f70dc5df8d54fb484c80f43b00d7d","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2096,"tie_group":null,"porchlamp":54.61,"coverage":1.0,"tier":"C","tier_ceiling":null,"quadrant":"Nursery","leverage":47.55,"friction":37.4,"leverage_coverage":1.0,"friction_coverage":1.0,"p_responsiveness":60.933962275078,"c_responsiveness":1.0,"p_criticality":27.192253687316,"c_criticality":1.0,"p_governance":68.0,"c_governance":1.0,"p_rigor":67.86285,"c_rigor":1.0,"p_accessibility":58.673,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold"},"persona_composites":{"ai_assisted":{"porchlamp":57.44,"coverage":1.0,"tier":"B","rated":true},"balanced":{"porchlamp":54.61,"coverage":1.0,"tier":"C","rated":true},"career_capital":{"porchlamp":50.42,"coverage":1.0,"tier":"C","rated":true},"first_timer":{"porchlamp":58.63,"coverage":1.0,"tier":"B","rated":true},"senior_systems":{"porchlamp":52.16,"coverage":1.0,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/micro-editor__micro.json","source_sha256":"29413528d74956f0bf949589342fbc893cc4e69d6809cbd76fa9d7b6e72cf4bb","fetched_at":"2026-10-27T21:06:32.033789+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":15.486725663716815,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/micro-editor__micro.json","source_sha256":"779c5f2bff32c339b8cb0c19109771b087931e47c5b697703dd6ba74a2c99e56","fetched_at":"2026-10-26T14:31:36.294241+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":0.4828,"score":60.35,"n":29,"window_start":"2026-04-22T04:05:38.017622+00:00","window_end":"2026-07-21T04:05:38.017622+00:00","method":"primary","source":"raw/pr_window/micro-editor__micro.json","source_sha256":"30251b9743ba21c8a183ef302806401dae816fb60cfddd09f065040cd32b56e1","fetched_at":"2026-10-19T04:05:38.017622+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/micro-editor__micro.json","source_sha256":"722b547c2b77adcec4e3405e96f2434ad930979267315419ff4e34a12cccf9f8","fetched_at":"2026-10-24T21:44:30.797708+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":106,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/micro-editor__micro.json","source_sha256":"8559f5a47f3b38d9736e09256d5f3506353223c5bc870479b23e531ce13d9997","fetched_at":"2026-10-28T10:00:26.362980+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.4444444444444444,"score":11.111111111111114,"n":72,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/micro-editor__micro.json","source_sha256":"30251b9743ba21c8a183ef302806401dae816fb60cfddd09f065040cd32b56e1","fetched_at":"2026-10-19T04:05:38.017622+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/micro-editor__micro.json","source_sha256":"29413528d74956f0bf949589342fbc893cc4e69d6809cbd76fa9d7b6e72cf4bb","fetched_at":"2026-10-27T21:06:32.033789+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.5,"score":62.5,"n":26,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/micro-editor__micro.json","source_sha256":"d308a517650603454ca4a3abc3280fefa99e447bf3adba6fe1e0a52d25f9e9cd","fetched_at":"2026-10-10T20:28:35.618134+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.3846,"score":76.92,"n":13,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/micro-editor__micro.json","source_sha256":"d308a517650603454ca4a3abc3280fefa99e447bf3adba6fe1e0a52d25f9e9cd","fetched_at":"2026-10-10T20:28:35.618134+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":4,"score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/micro-editor__micro.json","source_sha256":"b8a5118ac777f0928c4fee3d26f866fa6c4b495b029965dec26b604499e7e61f","fetched_at":"2026-10-26T14:31:27.827835+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4057,"score":40.57,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/micro-editor__micro.json","source_sha256":"a1c43ab26dbc6f8c57730e8fbe106a5ecfb45af5b3dd4edefce216dfb3a474df","fetched_at":"2026-10-28T10:00:26.382784+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":96.129,"score":96.129,"n":31,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/micro-editor__micro.json","source_sha256":"30251b9743ba21c8a183ef302806401dae816fb60cfddd09f065040cd32b56e1","fetched_at":"2026-10-26T14:31:38.094910+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/micro-editor__micro.json","source_sha256":"29413528d74956f0bf949589342fbc893cc4e69d6809cbd76fa9d7b6e72cf4bb","fetched_at":"2026-10-27T21:06:32.033789+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.1667,"score":33.339999999999996,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/micro-editor__micro.json","source_sha256":"d308a517650603454ca4a3abc3280fefa99e447bf3adba6fe1e0a52d25f9e9cd","fetched_at":"2026-10-10T20:28:35.618134+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.4643,"score":58.0375,"n":28,"window_start":"2026-04-22T04:05:38.017622+00:00","window_end":"2026-10-19T04:05:38.017622+00:00","method":"primary","source":"raw/pr_window/micro-editor__micro.json","source_sha256":"30251b9743ba21c8a183ef302806401dae816fb60cfddd09f065040cd32b56e1","fetched_at":"2026-10-19T04:05:38.017622+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":14.0397,"score":94.3380574334446,"n":47,"window_start":"2026-04-22T04:05:38.017622+00:00","window_end":"2026-10-19T04:05:38.017622+00:00","method":"primary","source":"raw/pr_window/micro-editor__micro.json","source_sha256":"30251b9743ba21c8a183ef302806401dae816fb60cfddd09f065040cd32b56e1","fetched_at":"2026-10-19T04:05:38.017622+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":630.0561,"score":33.78378378378379,"n":19,"window_start":"2026-04-22T04:05:38.017622+00:00","window_end":"2026-10-19T04:05:38.017622+00:00","method":"primary","source":"raw/pr_window/micro-editor__micro.json","source_sha256":"30251b9743ba21c8a183ef302806401dae816fb60cfddd09f065040cd32b56e1","fetched_at":"2026-10-19T04:05:38.017622+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to micro-editor/micro got a first human reply in a median of 14 hours (47 pull requests, 22 April to 19 October 2026); 44% got none within 14 days.","It ranks 2,096 of 4,044 overall.","For first-time contributors it ranks 958 of 1,904 (the bottom 50%)."],"standings":{"balanced":{"rank":2096,"total":4044,"reason":null},"first_timer":{"rank":958,"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":822,"total":986,"reason":null},"ai_assisted":{"rank":1780,"total":4002,"reason":null}},"similar":[{"owner":"multica-ai","name":"multica","rank":2089},{"owner":"WuKongIM","name":"WuKongIM","rank":2092},{"owner":"kserve","name":"kserve","rank":2095},{"owner":"podman-container-tools","name":"skopeo","rank":2098},{"owner":"axllent","name":"mailpit","rank":2102}]},"microsoft/vscode-extension-samples":{"detail":{"owner":"microsoft","name":"vscode-extension-samples","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"bb3c9b8560e18ca3c98a9100c1d98cfc6e1917c3aeba3fce19179ad5c79ea878","eligible":false,"gate_reason":"black_hole","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"black_hole","career_capital":"black_hole","first_timer":"black_hole","senior_systems":"black_hole"},"persona_composites":{},"suspicion":["closed_unread"],"stars_audited":null,"black_hole_evidence":{"unanswered":17,"population_n":17,"unanswered_share":1.0,"ignored":17,"ignored_share":1.0,"wilson_lower_bound":0.8627,"threshold_share":0.5,"min_n":10,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","fetched_at":"2026-10-22T08:40:41.736448+00:00","source":"raw/pr_window/microsoft__vscode-extension-samples.json","source_sha256":"ce59183f800c5c6d14ada10fce7569eb4b796157a889d0ac4603032be4f33299","excluded":{"draft":1,"self_closed":2,"new_account":5,"bot":0,"internal":0,"under_14d":0},"counted_prs":[{"number":1316,"created_at":"2026-09-28T05:25:10Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1314,"created_at":"2026-09-16T19:59:38Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1312,"created_at":"2026-09-05T22:45:58Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1311,"created_at":"2026-08-19T14:36:49Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1309,"created_at":"2026-07-30T21:31:44Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1305,"created_at":"2026-07-10T15:57:12Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1304,"created_at":"2026-07-09T18:11:31Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1303,"created_at":"2026-07-09T18:07:07Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1302,"created_at":"2026-06-25T18:26:10Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1298,"created_at":"2026-06-16T08:29:49Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1297,"created_at":"2026-06-15T18:52:46Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1296,"created_at":"2026-06-15T10:55:30Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1295,"created_at":"2026-06-15T10:49:03Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1294,"created_at":"2026-06-13T10:01:05Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1293,"created_at":"2026-06-13T09:59:27Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1292,"created_at":"2026-06-13T09:57:01Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1291,"created_at":"2026-06-13T09:53:51Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false}],"rule_inputs_measured":true}},"evidence":[]},"miguelgrinberg/Flask-SocketIO":{"detail":{"owner":"miguelgrinberg","name":"Flask-SocketIO","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"2dfb2587e155e17531337a16c1dbb87f609bdff94f2ed7426e2d6f685ec267b4","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":[]},"mlpack/mlpack":{"detail":{"owner":"mlpack","name":"mlpack","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"22f7b073d353b1477c623ec4d2bd6db18e590813be4de073d73b5aa700556ff6","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1518,"tie_group":null,"porchlamp":58.21,"coverage":0.915,"tier":"B","tier_ceiling":null,"quadrant":"Sweet Spot","leverage":60.28,"friction":40.12,"leverage_coverage":1.0,"friction_coverage":0.845,"p_responsiveness":75.414659770814,"c_responsiveness":0.75,"p_criticality":44.73,"c_criticality":1.0,"p_governance":59.25,"c_governance":1.0,"p_rigor":86.8925,"c_rigor":1.0,"p_accessibility":21.963529411765,"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":65.53,"coverage":0.935,"tier":"B","rated":true},"balanced":{"porchlamp":58.21,"coverage":0.915,"tier":"B","rated":true},"career_capital":{"porchlamp":52.71,"coverage":0.92,"tier":"C","rated":true},"first_timer":{"porchlamp":55.03,"coverage":0.8675,"tier":"B","rated":true},"senior_systems":{"porchlamp":60.26,"coverage":0.955,"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/mlpack__mlpack.json","source_sha256":"21df50c67ae4460f1c7b40f6c6bb85da9cbb072906a6df59a2f01563a0463932","fetched_at":"2026-10-28T01:09:04.140014+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":0.0,"score":0.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/mlpack__mlpack.json","source_sha256":"a491aaedc9edd742dc6459a19f5d756394c78a5780eb4d425dbca549e93983b6","fetched_at":"2026-10-26T00:23:46.052056+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":148,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/mlpack__mlpack.json","source_sha256":"cc252b7df23382f19bc90bfbd9ef4758e0f32c2b04f283701652163327d6255b","fetched_at":"2026-10-29T06:27:39.867941+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.05263157894736842,"score":89.47368421052632,"n":38,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/mlpack__mlpack.json","source_sha256":"637d44a5373a1d44e5545e1e0d4fa8a98397ddb78d718c5b130280f0e8b9053e","fetched_at":"2026-10-19T23:41:42.270617+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/mlpack__mlpack.json","source_sha256":"21df50c67ae4460f1c7b40f6c6bb85da9cbb072906a6df59a2f01563a0463932","fetched_at":"2026-10-28T01:09:04.140014+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.2308,"score":28.85,"n":13,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/mlpack__mlpack.json","source_sha256":"9bfd0748cdb1fca51229a128822e96f82bea3070fcf71627d56be3e8c2000b74","fetched_at":"2026-10-11T00:58:33.438798+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.2667,"score":53.339999999999996,"n":15,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/mlpack__mlpack.json","source_sha256":"9bfd0748cdb1fca51229a128822e96f82bea3070fcf71627d56be3e8c2000b74","fetched_at":"2026-10-11T00:58:33.438798+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/mlpack__mlpack.json","source_sha256":"257438e980420f2704b0276a7cdfcd76dc8285dd538c5e7f99c0093425388f27","fetched_at":"2026-10-27T07:10:00.175086+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4473,"score":44.73,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/mlpack__mlpack.json","source_sha256":"f5afa5c63adfd9b8d4edf53da34f3763c9931b94029652721796a8f617faf44a","fetched_at":"2026-10-29T06:27:39.896248+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/mlpack__mlpack.json","source_sha256":"60218991275356792732bde689cb209886d570047a766fd7ace88e0f71253508","fetched_at":"2026-10-30T13:22:51.766546+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/mlpack__mlpack.json","source_sha256":"21df50c67ae4460f1c7b40f6c6bb85da9cbb072906a6df59a2f01563a0463932","fetched_at":"2026-10-28T01:09:04.140014+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":0.7838,"score":97.97500000000001,"n":37,"window_start":"2026-04-22T23:41:42.270617+00:00","window_end":"2026-10-19T23:41:42.270617+00:00","method":"primary","source":"raw/pr_window/mlpack__mlpack.json","source_sha256":"637d44a5373a1d44e5545e1e0d4fa8a98397ddb78d718c5b130280f0e8b9053e","fetched_at":"2026-10-19T23:41:42.270617+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":7.9083,"score":100.0,"n":37,"window_start":"2026-04-22T23:41:42.270617+00:00","window_end":"2026-10-19T23:41:42.270617+00:00","method":"primary","source":"raw/pr_window/mlpack__mlpack.json","source_sha256":"637d44a5373a1d44e5545e1e0d4fa8a98397ddb78d718c5b130280f0e8b9053e","fetched_at":"2026-10-19T23:41:42.270617+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":170.3622,"score":73.69942196531792,"n":32,"window_start":"2026-04-22T23:41:42.270617+00:00","window_end":"2026-10-19T23:41:42.270617+00:00","method":"primary","source":"raw/pr_window/mlpack__mlpack.json","source_sha256":"637d44a5373a1d44e5545e1e0d4fa8a98397ddb78d718c5b130280f0e8b9053e","fetched_at":"2026-10-19T23:41:42.270617+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to mlpack/mlpack got a first human reply in a median of 7.9 hours (37 pull requests, 22 April to 19 October 2026); 5% got none within 14 days.","It ranks 1,518 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":1518,"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":729,"total":4002,"reason":null}},"similar":[{"owner":"libcpr","name":"cpr","rank":1497},{"owner":"deskflow","name":"deskflow","rank":1504},{"owner":"SteamClientHomebrew","name":"Millennium","rank":1511},{"owner":"esphome","name":"esphome","rank":1521},{"owner":"taosdata","name":"TDengine","rank":1525}]},"mvschwarz/openrig":{"detail":{"owner":"mvschwarz","name":"openrig","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"e26fe482df6b80c4ae0f60f07f78ccd9d3045cb72510c6d733535e21e5b563a2","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1978,"tie_group":509,"porchlamp":55.39,"coverage":0.8125,"tier":"B","tier_ceiling":"A","quadrant":"Nursery","leverage":47.64,"friction":33.11,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":98.28863592514,"c_responsiveness":0.55,"p_criticality":27.953879742488,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":78.55468,"c_rigor":1.0,"p_accessibility":13.0,"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":61.62,"coverage":0.86,"tier":"B","rated":true},"balanced":{"porchlamp":55.39,"coverage":0.8125,"tier":"B","rated":true},"career_capital":{"porchlamp":47.47,"coverage":0.81,"tier":"C","rated":true},"first_timer":{"porchlamp":56.53,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":53.51,"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/mvschwarz__openrig.json","source_sha256":"e258c0f0a55a759147a790608ff26983c5358c6531422491a5588f37be47afe0","fetched_at":"2026-10-28T01:12:12.585858+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":13.456937799043063,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/mvschwarz__openrig.json","source_sha256":"027589435b9fa09dca3216a2a5db4d429571a4b324cc885436410716ca34c8cf","fetched_at":"2026-10-27T07:37:58.479080+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":16331,"score":24.148418491484186,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__openrig.json","source_sha256":"ea37d4cffe9bd98360294bf32b598897753c97bbdefd822d096b38e41f4a186f","fetched_at":"2026-10-30T13:24:59.605024+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":20.0,"score":20.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/mvschwarz__openrig.json","source_sha256":"fddec5d1b5d151021679d00c10216f44789626cecd697023a4b54d57c871ca14","fetched_at":"2026-10-26T00:36:55.500332+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":3360,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/mvschwarz__openrig.json","source_sha256":"f1e9b9edd2c0e9a99a1493749e8ce5cadbc488f48b47d250fcd2c3e54b708bd3","fetched_at":"2026-10-29T06:45:37.121330+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.0035211267605633804,"score":99.29577464788733,"n":284,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/mvschwarz__openrig.json","source_sha256":"7a14745db6a5a924b46f356ec181e38117c8f88f1a80a42b0f313a9992e78c80","fetched_at":"2026-10-20T00:27:07.445346+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/mvschwarz__openrig.json","source_sha256":"e258c0f0a55a759147a790608ff26983c5358c6531422491a5588f37be47afe0","fetched_at":"2026-10-28T01:12:12.585858+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/mvschwarz__openrig.json","source_sha256":"87cbbc8595e5a5cd0ce5d49c251f122c1f37b6e0d8ac4b7566386b42307ba39b","fetched_at":"2026-10-27T07:37:53.298151+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4724,"score":47.24,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/mvschwarz__openrig.json","source_sha256":"343fc70a55d2c10e7638fc6adcc000f79ce07e462d36884eca10f42e7d079da0","fetched_at":"2026-10-29T06:45:37.329218+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":91.3867,"score":91.3867,"n":1061,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/mvschwarz__openrig.json","source_sha256":"7a14745db6a5a924b46f356ec181e38117c8f88f1a80a42b0f313a9992e78c80","fetched_at":"2026-10-27T07:37:59.914455+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/mvschwarz__openrig.json","source_sha256":"e258c0f0a55a759147a790608ff26983c5358c6531422491a5588f37be47afe0","fetched_at":"2026-10-28T01:12:12.585858+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":1.0,"score":100.0,"n":548,"window_start":"2026-04-23T00:27:07.445346+00:00","window_end":"2026-10-20T00:27:07.445346+00:00","method":"primary","source":"raw/pr_window/mvschwarz__openrig.json","source_sha256":"7a14745db6a5a924b46f356ec181e38117c8f88f1a80a42b0f313a9992e78c80","fetched_at":"2026-10-20T00:27:07.445346+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":0.9658,"score":100.0,"n":602,"window_start":"2026-04-23T00:27:07.445346+00:00","window_end":"2026-10-20T00:27:07.445346+00:00","method":"primary","source":"raw/pr_window/mvschwarz__openrig.json","source_sha256":"7a14745db6a5a924b46f356ec181e38117c8f88f1a80a42b0f313a9992e78c80","fetched_at":"2026-10-20T00:27:07.445346+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":40.0683,"score":91.64383561643835,"n":490,"window_start":"2026-04-23T00:27:07.445346+00:00","window_end":"2026-10-20T00:27:07.445346+00:00","method":"primary","source":"raw/pr_window/mvschwarz__openrig.json","source_sha256":"7a14745db6a5a924b46f356ec181e38117c8f88f1a80a42b0f313a9992e78c80","fetched_at":"2026-10-20T00:27:07.445346+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to mvschwarz/openrig got a first human reply in a median of 58 minutes (602 pull requests, 23 April to 20 October 2026); 0% got none within 14 days.","It ranks 1,978 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1978,"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":1206,"total":4002,"reason":null}},"similar":[{"owner":"labring","name":"sealos","rank":1973},{"owner":"ether","name":"etherpad","rank":1974},{"owner":"gchq","name":"CyberChef","rank":1977},{"owner":"Redocly","name":"redoc","rank":1982},{"owner":"puckeditor","name":"puck","rank":1984}]},"oddfar/campus-imaotai":{"detail":{"owner":"oddfar","name":"campus-imaotai","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"9a2182463eaba1b7fb930c31610e089b388990b6f1749141957bf9eeaf14827b","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":[]},"open-edge-platform/anomalib":{"detail":{"owner":"open-edge-platform","name":"anomalib","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"d533e2eebed16ed945b99119988efba9b501c010118f2f1e858eea91ad99cfdb","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2027,"tie_group":523,"porchlamp":55.03,"coverage":0.925,"tier":"B","tier_ceiling":null,"quadrant":"Sweet Spot","leverage":53.33,"friction":38.75,"leverage_coverage":1.0,"friction_coverage":0.9,"p_responsiveness":84.845326353078,"c_responsiveness":1.0,"p_criticality":41.608022053377,"c_criticality":1.0,"p_governance":55.75,"c_governance":1.0,"p_rigor":71.245,"c_rigor":1.0,"p_accessibility":10.5,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":59.64,"coverage":0.95,"tier":"B","rated":true},"balanced":{"porchlamp":55.03,"coverage":0.925,"tier":"B","rated":true},"career_capital":{"porchlamp":49.12,"coverage":0.9,"tier":"C","rated":true},"first_timer":{"porchlamp":52.49,"coverage":0.85,"tier":"C","rated":true},"senior_systems":{"porchlamp":56.0,"coverage":0.975,"tier":"B","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/open-edge-platform__anomalib.json","source_sha256":"a8efe8d7956c3a8032664f16b208b6be7fda70edab6459938f80fcb1a8d81ebe","fetched_at":"2026-10-28T00:48:11.723534+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":3,"score":46.32107023411371,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/open-edge-platform__anomalib.json","source_sha256":"ebbae84acffaf9c57dc1890cbf3ce353c579dbab6481669bbf7ad601feb7a457","fetched_at":"2026-10-27T05:33:29.292162+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":26299,"score":30.956375838926174,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__anomalib.json","source_sha256":"e0eaf4031d7acdf3da0b2ac90ec0252bfdb2450594aa3938f5a33c9f7c3b93ce","fetched_at":"2026-10-30T12:57:25.237462+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.9474,"score":100.0,"n":38,"window_start":"2026-04-22T17:51:14.958074+00:00","window_end":"2026-07-21T17:51:14.958074+00:00","method":"primary","source":"raw/pr_window/open-edge-platform__anomalib.json","source_sha256":"aa0e6c8cb6f72f3a0874efe8898cc74da58750ed384e942dee57f9a73ee4fbd9","fetched_at":"2026-10-19T17:51:14.958074+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":35.0,"score":35.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/open-edge-platform__anomalib.json","source_sha256":"e55ca308e956b0d9d3c6dc8eda4ba48ce868a20e5f96e248102048d682740e28","fetched_at":"2026-10-25T23:00:54.998545+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":251,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/open-edge-platform__anomalib.json","source_sha256":"139666c67be0df8293ad8f10998e01ff75e56e1012fe8a558a2ed0e4d4ded6bd","fetched_at":"2026-10-29T04:55:18.112588+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.06870229007633588,"score":86.25954198473282,"n":131,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/open-edge-platform__anomalib.json","source_sha256":"aa0e6c8cb6f72f3a0874efe8898cc74da58750ed384e942dee57f9a73ee4fbd9","fetched_at":"2026-10-19T17:51:14.958074+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/open-edge-platform__anomalib.json","source_sha256":"a8efe8d7956c3a8032664f16b208b6be7fda70edab6459938f80fcb1a8d81ebe","fetched_at":"2026-10-28T00:48:11.723534+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.75,"score":93.75,"n":28,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/open-edge-platform__anomalib.json","source_sha256":"74ec9b978cdc4076f5553f98456cafbf01469e68c643caea9fac93f20ddb3862","fetched_at":"2026-10-11T00:58:28.381267+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/open-edge-platform__anomalib.json","source_sha256":"58e3ed073a4f682054d1f58160f755cbcdb744ffa56e92e9cd8db0728e0f2351","fetched_at":"2026-10-27T05:33:26.238086+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4383,"score":43.830000000000005,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/open-edge-platform__anomalib.json","source_sha256":"e77d9f289afa4695da948fac371138a73b0a9ffdfa9cbd58f1fb1764c43b138c","fetched_at":"2026-10-29T04:55:18.138284+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":82.0,"score":82.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/open-edge-platform__anomalib.json","source_sha256":"306d7d1852b31b47163300757a4ceb036cec1a9b429845036765914e9dc8ca2f","fetched_at":"2026-10-30T12:57:08.860542+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/open-edge-platform__anomalib.json","source_sha256":"a8efe8d7956c3a8032664f16b208b6be7fda70edab6459938f80fcb1a8d81ebe","fetched_at":"2026-10-28T00:48:11.723534+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":0.2652,"score":33.15,"n":132,"window_start":"2026-04-22T17:51:14.958074+00:00","window_end":"2026-10-19T17:51:14.958074+00:00","method":"primary","source":"raw/pr_window/open-edge-platform__anomalib.json","source_sha256":"aa0e6c8cb6f72f3a0874efe8898cc74da58750ed384e942dee57f9a73ee4fbd9","fetched_at":"2026-10-19T17:51:14.958074+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":22.9406,"score":76.62828202535738,"n":77,"window_start":"2026-04-22T17:51:14.958074+00:00","window_end":"2026-10-19T17:51:14.958074+00:00","method":"primary","source":"raw/pr_window/open-edge-platform__anomalib.json","source_sha256":"aa0e6c8cb6f72f3a0874efe8898cc74da58750ed384e942dee57f9a73ee4fbd9","fetched_at":"2026-10-19T17:51:14.958074+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":351.9828,"score":51.67910447761194,"n":130,"window_start":"2026-04-22T17:51:14.958074+00:00","window_end":"2026-10-19T17:51:14.958074+00:00","method":"primary","source":"raw/pr_window/open-edge-platform__anomalib.json","source_sha256":"aa0e6c8cb6f72f3a0874efe8898cc74da58750ed384e942dee57f9a73ee4fbd9","fetched_at":"2026-10-19T17:51:14.958074+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to open-edge-platform/anomalib got a first human reply in a median of 22.9 hours (77 pull requests, 22 April to 19 October 2026); 7% got none within 14 days.","It ranks 2,027 of 4,044 overall.","For first-time contributors it ranks 1,356 of 1,904 (the bottom 29%)."],"standings":{"balanced":{"rank":2027,"total":4044,"reason":null},"first_timer":{"rank":1356,"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":1474,"total":4002,"reason":null}},"similar":[{"owner":"ssrajadh","name":"sentrysearch","rank":2019},{"owner":"NousResearch","name":"hermes-agent","rank":2021},{"owner":"Kiln-AI","name":"Kiln","rank":2023},{"owner":"Arize-ai","name":"phoenix","rank":2028},{"owner":"stanfordnlp","name":"stanza","rank":2031}]},"paperless-ngx/paperless-ngx":{"detail":{"owner":"paperless-ngx","name":"paperless-ngx","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"27dacfb208e137723b04600295f0324f312ee5e0405b07b7d392afc34d8f7885","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1268,"tie_group":303,"porchlamp":59.91,"coverage":0.65,"tier":"B","tier_ceiling":"B","quadrant":"Sweet Spot","leverage":61.52,"friction":39.65,"leverage_coverage":0.675,"friction_coverage":0.675,"p_responsiveness":78.399958250705,"c_responsiveness":0.55,"p_criticality":55.99,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":78.09819,"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":64.79,"coverage":0.73,"tier":"B","rated":true},"balanced":{"porchlamp":59.91,"coverage":0.65,"tier":"B","rated":true},"career_capital":{"porchlamp":null,"coverage":0.5825,"tier":null,"rated":false},"first_timer":{"porchlamp":57.42,"coverage":0.6275,"tier":"B","rated":true},"senior_systems":{"porchlamp":61.1,"coverage":0.68,"tier":"B","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/paperless-ngx__paperless-ngx.json","source_sha256":"91009aa2808ccd559ec7f0185b8ead70495bdec325f28f5ffe7c7d0c412f4113","fetched_at":"2026-10-27T19:41:08.124209+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":100.0,"score":100.0,"n":9,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/paperless-ngx__paperless-ngx.json","source_sha256":"a422ae1427ef0cb7e39305d6236814bd893c594b0eb56faa8aaee6357fbbf5cf","fetched_at":"2026-10-24T20:24:02.297241+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":1131,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/paperless-ngx__paperless-ngx.json","source_sha256":"51df090c6e390da1e3ab0251f169e004e6d8b39ed01545e4ffc7005c428eb4a9","fetched_at":"2026-10-28T07:27:23.609674+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.18269230769230768,"score":63.46153846153847,"n":104,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/paperless-ngx__paperless-ngx.json","source_sha256":"01822f3e2dabf8d4819dbda18c9a851f4665f03df25a3e8099a3e99118807677","fetched_at":"2026-10-18T17:04:07.960019+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/paperless-ngx__paperless-ngx.json","source_sha256":"91009aa2808ccd559ec7f0185b8ead70495bdec325f28f5ffe7c7d0c412f4113","fetched_at":"2026-10-27T19:41:08.124209+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/paperless-ngx__paperless-ngx.json","source_sha256":"9ad03f2838c6b392e35ad80f1368e1e066c5da06d674e1f33c49dd39a4ea9c50","fetched_at":"2026-10-26T12:46:46.614553+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5599,"score":55.989999999999995,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/paperless-ngx__paperless-ngx.json","source_sha256":"2a3cdf1892a731417d39406531eb3a4b772d748f41f92ad6e38bd88f4d5b967b","fetched_at":"2026-10-28T07:27:23.704706+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":71.1111,"score":71.1111,"n":675,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/paperless-ngx__paperless-ngx.json","source_sha256":"01822f3e2dabf8d4819dbda18c9a851f4665f03df25a3e8099a3e99118807677","fetched_at":"2026-10-26T12:46:52.894913+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/paperless-ngx__paperless-ngx.json","source_sha256":"91009aa2808ccd559ec7f0185b8ead70495bdec325f28f5ffe7c7d0c412f4113","fetched_at":"2026-10-27T19:41:08.124209+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":0.5641,"score":70.5125,"n":117,"window_start":"2026-04-21T17:04:07.960019+00:00","window_end":"2026-10-18T17:04:07.960019+00:00","method":"primary","source":"raw/pr_window/paperless-ngx__paperless-ngx.json","source_sha256":"01822f3e2dabf8d4819dbda18c9a851f4665f03df25a3e8099a3e99118807677","fetched_at":"2026-10-18T17:04:07.960019+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":2.1726,"score":100.0,"n":86,"window_start":"2026-04-21T17:04:07.960019+00:00","window_end":"2026-10-18T17:04:07.960019+00:00","method":"primary","source":"raw/pr_window/paperless-ngx__paperless-ngx.json","source_sha256":"01822f3e2dabf8d4819dbda18c9a851f4665f03df25a3e8099a3e99118807677","fetched_at":"2026-10-18T17:04:07.960019+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":527.4406,"score":36.007462686567166,"n":31,"window_start":"2026-04-21T17:04:07.960019+00:00","window_end":"2026-10-18T17:04:07.960019+00:00","method":"primary","source":"raw/pr_window/paperless-ngx__paperless-ngx.json","source_sha256":"01822f3e2dabf8d4819dbda18c9a851f4665f03df25a3e8099a3e99118807677","fetched_at":"2026-10-18T17:04:07.960019+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to paperless-ngx/paperless-ngx got a first human reply in a median of 2.2 hours (86 pull requests, 21 April to 18 October 2026); 18% got none within 14 days.","It ranks 1,268 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1268,"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":813,"total":4002,"reason":null}},"similar":[{"owner":"qtile","name":"qtile","rank":1256},{"owner":"Rapptz","name":"discord.py","rank":1270},{"owner":"microsoft","name":"pyright","rank":1276},{"owner":"eosphoros-ai","name":"DB-GPT","rank":1278},{"owner":"PrefectHQ","name":"prefect","rank":1280}]},"qixing-jk/all-api-hub":{"detail":{"owner":"qixing-jk","name":"all-api-hub","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"df6f661f20813bf12b624e7cf4d185c580669c0d6f4d16db1c770eca95fd61a4","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2281,"tie_group":596,"porchlamp":53.26,"coverage":0.65,"tier":"C","tier_ceiling":"B","quadrant":"Sweet Spot","leverage":51.19,"friction":42.17,"leverage_coverage":0.675,"friction_coverage":0.675,"p_responsiveness":75.15696567937,"c_responsiveness":0.55,"p_criticality":45.51,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":61.11668,"c_rigor":1.0,"p_accessibility":25.5,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":55.65,"coverage":0.73,"tier":"B","rated":true},"balanced":{"porchlamp":53.26,"coverage":0.65,"tier":"C","rated":true},"career_capital":{"porchlamp":null,"coverage":0.5825,"tier":null,"rated":false},"first_timer":{"porchlamp":52.19,"coverage":0.6275,"tier":"C","rated":true},"senior_systems":{"porchlamp":53.33,"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/qixing-jk__all-api-hub.json","source_sha256":"5821ced75c9ce95cb34d6c711473f2383b4e37bb4e42f5615cf3f0bbe904099f","fetched_at":"2026-10-28T01:48:23.354692+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/qixing-jk__all-api-hub.json","source_sha256":"4dbdb5508dd695042d43caaa4db4736fdbf1b4e60dfa545bf51ac26202f793b6","fetched_at":"2026-10-26T04:04:41.208272+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":2292,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/qixing-jk__all-api-hub.json","source_sha256":"f4cd006d1d562f02bf7ef210de4c874fb8093e5a5f36da3a776ee267e5b53976","fetched_at":"2026-10-29T09:07:49.565706+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.0,"score":100.0,"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/qixing-jk__all-api-hub.json","source_sha256":"04b0a24c77fcad07059b382f1f93c8f6a7fcf398a6f6c279cdaf4e6a515e3d74","fetched_at":"2026-10-24T06:26:26.803110+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/qixing-jk__all-api-hub.json","source_sha256":"5821ced75c9ce95cb34d6c711473f2383b4e37bb4e42f5615cf3f0bbe904099f","fetched_at":"2026-10-28T01:48:23.354692+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/qixing-jk__all-api-hub.json","source_sha256":"fed3f07cd5aa3b2ee480316e1385d24da988c903db9134ffb9f979d7682db13a","fetched_at":"2026-10-27T10:55:16.136747+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4551,"score":45.51,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/qixing-jk__all-api-hub.json","source_sha256":"96273c9828a1dc13c04b3394dd2a59f9a618a63ba79b25285078defbc5da17f1","fetched_at":"2026-10-29T09:07:49.714228+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":34.6667,"score":34.6667,"n":702,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/qixing-jk__all-api-hub.json","source_sha256":"04b0a24c77fcad07059b382f1f93c8f6a7fcf398a6f6c279cdaf4e6a515e3d74","fetched_at":"2026-10-27T10:55:22.789867+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/qixing-jk__all-api-hub.json","source_sha256":"5821ced75c9ce95cb34d6c711473f2383b4e37bb4e42f5615cf3f0bbe904099f","fetched_at":"2026-10-28T01:48:23.354692+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":0.5,"score":62.5,"n":26,"window_start":"2026-04-27T06:26:26.803110+00:00","window_end":"2026-10-24T06:26:26.803110+00:00","method":"primary","source":"raw/pr_window/qixing-jk__all-api-hub.json","source_sha256":"04b0a24c77fcad07059b382f1f93c8f6a7fcf398a6f6c279cdaf4e6a515e3d74","fetched_at":"2026-10-24T06:26:26.803110+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":28.4474,"score":68.8684401229843,"n":14,"window_start":"2026-04-27T06:26:26.803110+00:00","window_end":"2026-10-24T06:26:26.803110+00:00","method":"primary","source":"raw/pr_window/qixing-jk__all-api-hub.json","source_sha256":"04b0a24c77fcad07059b382f1f93c8f6a7fcf398a6f6c279cdaf4e6a515e3d74","fetched_at":"2026-10-24T06:26:26.803110+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":249.0294,"score":56.757990867579906,"n":17,"window_start":"2026-04-27T06:26:26.803110+00:00","window_end":"2026-10-24T06:26:26.803110+00:00","method":"primary","source":"raw/pr_window/qixing-jk__all-api-hub.json","source_sha256":"04b0a24c77fcad07059b382f1f93c8f6a7fcf398a6f6c279cdaf4e6a515e3d74","fetched_at":"2026-10-24T06:26:26.803110+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to qixing-jk/all-api-hub got a first human reply in a median of 28.4 hours (14 pull requests, 27 April to 24 October 2026); 0% got none within 14 days.","It ranks 2,281 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":2281,"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":2066,"total":4002,"reason":null}},"similar":[{"owner":"dolanmiu","name":"docx","rank":2275},{"owner":"brookhong","name":"Surfingkeys","rank":2282},{"owner":"visgl","name":"deck.gl","rank":2284},{"owner":"homarr-labs","name":"homarr","rank":2286},{"owner":"omnivore-app","name":"omnivore","rank":2287}]},"rakyll/boom":{"detail":{"owner":"rakyll","name":"boom","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"d26c0e032559ac7e83aecc1cbe8f1a85498f62526f583891faa6a1142ee0538b","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":[]},"robfig/cron":{"detail":{"owner":"robfig","name":"cron","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"954bbfa3eddaab1927d594be3a3e22aa11d17bb5b812d18a8875a8007ea45ff2","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":[]},"rusterlium/rustler":{"detail":{"owner":"rusterlium","name":"rustler","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"0969f3a11beed4b2459f6777b594d99c0d4eb2dbb8f38962b2742dd158d01745","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1705,"tie_group":432,"porchlamp":57.06,"coverage":0.8625,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":53.64,"friction":37.28,"leverage_coverage":1.0,"friction_coverage":0.775,"p_responsiveness":83.940551670552,"c_responsiveness":0.75,"p_criticality":52.358013373492,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":57.87375,"c_rigor":1.0,"p_accessibility":28.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":57.89,"coverage":0.9,"tier":"B","rated":true},"balanced":{"porchlamp":57.06,"coverage":0.8625,"tier":"B","rated":true},"career_capital":{"porchlamp":54.08,"coverage":0.85,"tier":"C","rated":true},"first_timer":{"porchlamp":56.38,"coverage":0.7625,"tier":"B","rated":true},"senior_systems":{"porchlamp":56.52,"coverage":0.9375,"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/rusterlium__rustler.json","source_sha256":"95c93476da74af9a0e62504d659c88823c9d6e72401fdc4cbd2036edd49f4387","fetched_at":"2026-10-28T01:50:19.595316+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":7,"score":53.39425587467363,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/rusterlium__rustler.json","source_sha256":"31da9c456cf3273c87dc10af18492734f51ea76a10a3216802d9144b786d3476","fetched_at":"2026-10-27T11:06:03.752964+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":949359,"score":72.04724409448819,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__rustler.json","source_sha256":"6cced4029a5f0b74fa2d5b838e371e8af06f5e794422794813b03cc1faa1e387","fetched_at":"2026-10-30T14:14:35.801520+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/rusterlium__rustler.json","source_sha256":"b4cdf0f7fe5caa00d97b5a7f285f577123d919ca20d43585dbacf609b1323693","fetched_at":"2026-10-26T04:19:52.635828+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":74,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/rusterlium__rustler.json","source_sha256":"404d0fa25afca12fcd89d1885dcfe9d485d36eb1c6e9ea204b0ce1620d50f422","fetched_at":"2026-10-29T09:14:02.653430+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.07692307692307693,"score":84.61538461538461,"n":13,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/rusterlium__rustler.json","source_sha256":"0322bb3a1bf60908bfec21f6d6f94a0412d40de28f55eedf7d9cbfd9fa328726","fetched_at":"2026-10-22T14:52:27.774358+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/rusterlium__rustler.json","source_sha256":"95c93476da74af9a0e62504d659c88823c9d6e72401fdc4cbd2036edd49f4387","fetched_at":"2026-10-28T01:50:19.595316+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.5556,"score":69.45,"n":9,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/rusterlium__rustler.json","source_sha256":"5af22c4f39ea7ca0d5a883e310f4416850d74b476ddbbcba62b5e94a3e6199f5","fetched_at":"2026-10-11T02:02:47.742096+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":1,"score":10.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/rusterlium__rustler.json","source_sha256":"c0476ea165dfde58c9093da0f61be3c446bbcd158bce251dc2545f45a7a30d35","fetched_at":"2026-10-27T11:05:43.696211+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3711,"score":37.11,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/rusterlium__rustler.json","source_sha256":"2d391e10676584cde7c17bc1e9a36c40cf8b395d29591bf3e72e7479f2905005","fetched_at":"2026-10-29T09:14:02.666638+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":60.0,"score":60.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/rusterlium__rustler.json","source_sha256":"efbcdfb7f981626f39ba4c8af62973ff0e11415ff519774bfad2479e87455610","fetched_at":"2026-10-30T14:14:33.772278+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/rusterlium__rustler.json","source_sha256":"95c93476da74af9a0e62504d659c88823c9d6e72401fdc4cbd2036edd49f4387","fetched_at":"2026-10-28T01:50:19.595316+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":0.5833,"score":72.91250000000001,"n":12,"window_start":"2026-04-25T14:52:27.774358+00:00","window_end":"2026-10-22T14:52:27.774358+00:00","method":"primary","source":"raw/pr_window/rusterlium__rustler.json","source_sha256":"0322bb3a1bf60908bfec21f6d6f94a0412d40de28f55eedf7d9cbfd9fa328726","fetched_at":"2026-10-22T14:52:27.774358+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":2.2739,"score":100.0,"n":10,"window_start":"2026-04-25T14:52:27.774358+00:00","window_end":"2026-10-22T14:52:27.774358+00:00","method":"primary","source":"raw/pr_window/rusterlium__rustler.json","source_sha256":"0322bb3a1bf60908bfec21f6d6f94a0412d40de28f55eedf7d9cbfd9fa328726","fetched_at":"2026-10-22T14:52:27.774358+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":215.2917,"score":63.73106060606061,"n":9,"window_start":"2026-04-25T14:52:27.774358+00:00","window_end":"2026-10-22T14:52:27.774358+00:00","method":"primary","source":"raw/pr_window/rusterlium__rustler.json","source_sha256":"0322bb3a1bf60908bfec21f6d6f94a0412d40de28f55eedf7d9cbfd9fa328726","fetched_at":"2026-10-22T14:52:27.774358+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to rusterlium/rustler got a first human reply in a median of 2.3 hours (10 pull requests, 25 April to 22 October 2026); 8% got none within 14 days.","It ranks 1,705 of 4,044 overall.","For first-time contributors it ranks 1,112 of 1,904 (the bottom 42%)."],"standings":{"balanced":{"rank":1705,"total":4044,"reason":null},"first_timer":{"rank":1112,"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":1718,"total":4002,"reason":null}},"similar":[{"owner":"FalkorDB","name":"FalkorDB","rank":1700},{"owner":"kvcache-ai","name":"AgentENV","rank":1703},{"owner":"01mf02","name":"jaq","rank":1709},{"owner":"luminal-ai","name":"luminal","rank":1710},{"owner":"databendlabs","name":"databend","rank":1720}]},"shopizer-ecommerce/shopizer":{"detail":{"owner":"shopizer-ecommerce","name":"shopizer","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"29c09f48d8f391f6f4dcafceb45cd25145eea418ed87f7733a8516940a4b1cce","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":[]},"sofastack/sofa-boot":{"detail":{"owner":"sofastack","name":"sofa-boot","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"d1d6ffb79ae5aabd04a1ba2ed0a302d9ff75d6fee679a9fd15974d66ec7426f3","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":[]},"TachibanaYoshino/AnimeGANv2":{"detail":{"owner":"TachibanaYoshino","name":"AnimeGANv2","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"52b3d5e4c85c493e9137db5f3e91caf9c139ffdfbe63d0abc53ce533b5709a09","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":[]},"TanStack/router":{"detail":{"owner":"TanStack","name":"router","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"34363ad7d5b33c15635005d35fb14e06fa94b6cf57ad601e652c3a11502cf8e1","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1850,"tie_group":470,"porchlamp":56.21,"coverage":0.8125,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":59.13,"friction":40.85,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":55.727924874073,"c_responsiveness":0.55,"p_criticality":56.23224741848,"c_criticality":1.0,"p_governance":86.0,"c_governance":1.0,"p_rigor":46.04991,"c_rigor":1.0,"p_accessibility":27.42499,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate"},"persona_composites":{"ai_assisted":{"porchlamp":54.15,"coverage":0.86,"tier":"C","rated":true},"balanced":{"porchlamp":56.21,"coverage":0.8125,"tier":"B","rated":true},"career_capital":{"porchlamp":53.82,"coverage":0.81,"tier":"C","rated":true},"first_timer":{"porchlamp":50.86,"coverage":0.6925,"tier":"C","rated":true},"senior_systems":{"porchlamp":60.12,"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/TanStack__router.json","source_sha256":"1efb02edc64b2ac61ae868bdaa3dff98f70ccceac5a6e3d61c4c4bf6fc64df13","fetched_at":"2026-10-27T22:17:03.998642+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":14,"score":41.14832535885167,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/TanStack__router.json","source_sha256":"35480a37b19431861a3b4736e5970003b89ee4f03205598d89423414134c7a23","fetched_at":"2026-10-26T18:54:47.998985+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":75007520,"score":84.97566909975669,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__router.json","source_sha256":"52d06a98de02bf0015b7d4aab0a40fac9d4ba6591e0f105afe1b9cd9b7357199","fetched_at":"2026-10-30T09:56:25.471733+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":68.0833,"score":68.0833,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/TanStack__router.json","source_sha256":"7c3133679e9d168b97d9d1fa2e6a6eaaf37400c386411f9e28cc2a5ef3463757","fetched_at":"2026-10-25T01:10:04.864871+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":1324,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/TanStack__router.json","source_sha256":"fd72bda715400ef6f620ca353a81c1c1ec690df9694f488ba75c677b87274428","fetched_at":"2026-10-28T16:23:57.515365+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.532258064516129,"score":0.0,"n":310,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/TanStack__router.json","source_sha256":"ca497fb86e66b3a2e72b1bf91df0b800f2cba4b3bad45a9449fc325929a1ed65","fetched_at":"2026-10-21T23:56:08.238419+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/TanStack__router.json","source_sha256":"1efb02edc64b2ac61ae868bdaa3dff98f70ccceac5a6e3d61c4c4bf6fc64df13","fetched_at":"2026-10-27T22:17:03.998642+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/TanStack__router.json","source_sha256":"54338e15da2f71583819447ebc70e38cf9462e98c577a3d03c08d93ffb8c6061","fetched_at":"2026-10-26T18:54:22.284678+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5294,"score":52.94,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/TanStack__router.json","source_sha256":"bd57c672443dc7408fe8cacff68491480473c3690d7103d2e9e94753397944f3","fetched_at":"2026-10-28T16:23:57.654385+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":24.1404,"score":24.1404,"n":570,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/TanStack__router.json","source_sha256":"ca497fb86e66b3a2e72b1bf91df0b800f2cba4b3bad45a9449fc325929a1ed65","fetched_at":"2026-10-26T18:54:52.047242+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/TanStack__router.json","source_sha256":"1efb02edc64b2ac61ae868bdaa3dff98f70ccceac5a6e3d61c4c4bf6fc64df13","fetched_at":"2026-10-27T22:17:03.998642+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":0.2105,"score":26.3125,"n":190,"window_start":"2026-04-24T23:56:08.238419+00:00","window_end":"2026-10-21T23:56:08.238419+00:00","method":"primary","source":"raw/pr_window/TanStack__router.json","source_sha256":"ca497fb86e66b3a2e72b1bf91df0b800f2cba4b3bad45a9449fc325929a1ed65","fetched_at":"2026-10-21T23:56:08.238419+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":14.4276,"score":93.35507688100618,"n":120,"window_start":"2026-04-24T23:56:08.238419+00:00","window_end":"2026-10-21T23:56:08.238419+00:00","method":"primary","source":"raw/pr_window/TanStack__router.json","source_sha256":"ca497fb86e66b3a2e72b1bf91df0b800f2cba4b3bad45a9449fc325929a1ed65","fetched_at":"2026-10-21T23:56:08.238419+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":603.2647,"score":26.438356164383563,"n":103,"window_start":"2026-04-24T23:56:08.238419+00:00","window_end":"2026-10-21T23:56:08.238419+00:00","method":"primary","source":"raw/pr_window/TanStack__router.json","source_sha256":"ca497fb86e66b3a2e72b1bf91df0b800f2cba4b3bad45a9449fc325929a1ed65","fetched_at":"2026-10-21T23:56:08.238419+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to TanStack/router got a first human reply in a median of 14.4 hours (120 pull requests, 24 April to 21 October 2026); 53% got none within 14 days.","It ranks 1,850 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1850,"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":573,"total":986,"reason":null},"ai_assisted":{"rank":2286,"total":4002,"reason":null}},"similar":[{"owner":"mihomo-party-org","name":"clash-party","rank":1840},{"owner":"diegosouzapw","name":"OmniRoute","rank":1842},{"owner":"HarnessMD","name":"munder-difflin","rank":1844},{"owner":"rowboatlabs","name":"rowboat","rank":1855},{"owner":"dreamhunter2333","name":"cloudflare_temp_email","rank":1858}]},"thirdlayerinc/autoagent":{"detail":{"owner":"thirdlayerinc","name":"autoagent","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"aa49d6c43a4f5968574a82c222ace36682258cc91a289cf44493c7bf7150efe4","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":[]},"tindy2013/subconverter":{"detail":{"owner":"tindy2013","name":"subconverter","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"e6412019d97981382a09fcbfa4a795779792e0adf4149805efa9a6438a34bcd6","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.56,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":26.2,"c_criticality":1.0,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":35.714285714286,"c_rigor":0.7,"p_accessibility":21.0,"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":0.5925,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.56,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.6175,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.4175,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.6775,"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/tindy2013__subconverter.json","source_sha256":"e72ceb0ca5ab713dbdd4d9187587675c35610f59d92d5fd66fbf97378a196805","fetched_at":"2026-10-27T22:01:30.337242+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":2,"window_start":null,"window_end":null,"method":"proxy:setup_signals_only","source":"raw/actions_runs/tindy2013__subconverter.json","source_sha256":"52aecec6dd77097f2af5072e6fa38d031186220d8b88237708c2f7c13d53fb06","fetched_at":"2026-10-25T00:22:26.169006+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":13,"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":1.0,"score":null,"n":4,"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/tindy2013__subconverter.json","source_sha256":"e72ceb0ca5ab713dbdd4d9187587675c35610f59d92d5fd66fbf97378a196805","fetched_at":"2026-10-27T22:01:30.337242+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/tindy2013__subconverter.json","source_sha256":"1b5dd2a6e00ac7e9191440c10c17782db71a478127355a681ea249c78c764ff8","fetched_at":"2026-10-26T17:48:42.363743+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.262,"score":26.200000000000003,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/tindy2013__subconverter.json","source_sha256":"447220918bc7c0463e22e63b8f3d0258d9378dc47d75de43dced0692943c9e25","fetched_at":"2026-10-28T14:47:36.400362+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":32.5,"score":32.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/tindy2013__subconverter.json","source_sha256":"5beefccc968c22dcbe0ec738fcb1cecb0bd58fec9785c00655ae7daac443bd43","fetched_at":"2026-10-30T09:40:21.410089+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/tindy2013__subconverter.json","source_sha256":"e72ceb0ca5ab713dbdd4d9187587675c35610f59d92d5fd66fbf97378a196805","fetched_at":"2026-10-27T22:01:30.337242+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"}]},"TMElyralab/MuseTalk":{"detail":{"owner":"TMElyralab","name":"MuseTalk","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"b81b0a4a42191dc1109c2b1766036ee968ff058a6c14da10cd60b105c31ba901","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":[]},"vale-cli/vale":{"detail":{"owner":"vale-cli","name":"vale","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"2fcca58e45de379107b30ec6b7765b6bf084535ee8789b6001858dc2c3e0fddf","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3224,"tie_group":868,"porchlamp":46.09,"coverage":0.9375,"tier":"C","tier_ceiling":null,"quadrant":"Nursery","leverage":37.85,"friction":48.21,"leverage_coverage":1.0,"friction_coverage":0.875,"p_responsiveness":63.870527374887,"c_responsiveness":0.75,"p_criticality":26.580920353982,"c_criticality":1.0,"p_governance":29.5,"c_governance":1.0,"p_rigor":62.18332,"c_rigor":1.0,"p_accessibility":55.001,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":49.78,"coverage":0.95,"tier":"C","rated":true},"balanced":{"porchlamp":46.09,"coverage":0.9375,"tier":"C","rated":true},"career_capital":{"porchlamp":43.72,"coverage":0.95,"tier":"C","rated":true},"first_timer":{"porchlamp":52.16,"coverage":0.9125,"tier":"C","rated":true},"senior_systems":{"porchlamp":41.45,"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":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/vale-cli__vale.json","source_sha256":"d8b341710e87ed9260f167239923896f44ac8905733c365c8a10e5b1365863b9","fetched_at":"2026-10-28T00:52:39.118429+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":15.486725663716815,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/vale-cli__vale.json","source_sha256":"162afd9b82c4d9c104d7d1dccdeb849685c128e2d75a0b5052f3d9e03392c7b7","fetched_at":"2026-10-27T05:53:41.519551+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":100.0,"score":100.0,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/vale-cli__vale.json","source_sha256":"a6b197359a61d189321aae13bf38834ea401b18edcee843836abcdd98be1e20e","fetched_at":"2026-10-25T23:20:57.140902+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":366,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/vale-cli__vale.json","source_sha256":"519f09ae5952adb7e4e6593909c00bf914c9930c11d60bbf20cd05232a466d0d","fetched_at":"2026-10-29T05:17:13.776034+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.125,"score":75.0,"n":24,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/vale-cli__vale.json","source_sha256":"a05600d7a0cc5603f09c2f582c8e845bf42ebd235b09605f2dae9d1140030829","fetched_at":"2026-10-19T20:23:15.591505+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/vale-cli__vale.json","source_sha256":"d8b341710e87ed9260f167239923896f44ac8905733c365c8a10e5b1365863b9","fetched_at":"2026-10-28T00:52:39.118429+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/vale-cli__vale.json","source_sha256":"9d4911d199999a29a2d52343cc6d20c096492ab00b2cd4fec56275b48cebb170","fetched_at":"2026-10-11T01:34:56.980885+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":1.0,"score":100.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/vale-cli__vale.json","source_sha256":"9d4911d199999a29a2d52343cc6d20c096492ab00b2cd4fec56275b48cebb170","fetched_at":"2026-10-11T01:34:56.980885+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/vale-cli__vale.json","source_sha256":"f8595769d56f871d8d9be85c2df67933ff5fbb1cd7475e3ea4963d5a0efe9590","fetched_at":"2026-10-27T05:53:37.200391+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3926,"score":39.26,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/vale-cli__vale.json","source_sha256":"46b0d6056a9a9f3716a7f2823fd70c03038c227fe1e46d020329b278b85d5915","fetched_at":"2026-10-29T05:17:13.807393+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":37.3333,"score":37.3333,"n":21,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/vale-cli__vale.json","source_sha256":"a05600d7a0cc5603f09c2f582c8e845bf42ebd235b09605f2dae9d1140030829","fetched_at":"2026-10-27T05:53:51.013881+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/vale-cli__vale.json","source_sha256":"d8b341710e87ed9260f167239923896f44ac8905733c365c8a10e5b1365863b9","fetched_at":"2026-10-28T00:52:39.118429+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.1667,"score":33.339999999999996,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/vale-cli__vale.json","source_sha256":"9d4911d199999a29a2d52343cc6d20c096492ab00b2cd4fec56275b48cebb170","fetched_at":"2026-10-11T01:34:56.980885+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.5,"score":62.5,"n":26,"window_start":"2026-04-22T20:23:15.591505+00:00","window_end":"2026-10-19T20:23:15.591505+00:00","method":"primary","source":"raw/pr_window/vale-cli__vale.json","source_sha256":"a05600d7a0cc5603f09c2f582c8e845bf42ebd235b09605f2dae9d1140030829","fetched_at":"2026-10-19T20:23:15.591505+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":86.5131,"score":28.752895013793832,"n":13,"window_start":"2026-04-22T20:23:15.591505+00:00","window_end":"2026-10-19T20:23:15.591505+00:00","method":"primary","source":"raw/pr_window/vale-cli__vale.json","source_sha256":"a05600d7a0cc5603f09c2f582c8e845bf42ebd235b09605f2dae9d1140030829","fetched_at":"2026-10-19T20:23:15.591505+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":164.6511,"score":80.27027027027027,"n":16,"window_start":"2026-04-22T20:23:15.591505+00:00","window_end":"2026-10-19T20:23:15.591505+00:00","method":"primary","source":"raw/pr_window/vale-cli__vale.json","source_sha256":"a05600d7a0cc5603f09c2f582c8e845bf42ebd235b09605f2dae9d1140030829","fetched_at":"2026-10-19T20:23:15.591505+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to vale-cli/vale got a first human reply in a median of 3.6 days (13 pull requests, 22 April to 19 October 2026); 13% got none within 14 days.","It ranks 3,224 of 4,044 overall.","For first-time contributors it ranks 1,378 of 1,904 (the bottom 28%)."],"standings":{"balanced":{"rank":3224,"total":4044,"reason":null},"first_timer":{"rank":1378,"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":2885,"total":4002,"reason":null}},"similar":[{"owner":"google","name":"ax","rank":3215},{"owner":"j3ssie","name":"osmedeus","rank":3218},{"owner":"gokcehan","name":"lf","rank":3219},{"owner":"lightningnetwork","name":"lnd","rank":3225},{"owner":"YaoApp","name":"yao","rank":3238}]},"visualfc/liteide":{"detail":{"owner":"visualfc","name":"liteide","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"97600eac895f919629b54fab70794b8489e86d3b7b637c26a4c84392be2c7adc","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":[]},"vurtun/nuklear":{"detail":{"owner":"vurtun","name":"nuklear","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"b881ffd7fca339b69e32030f64d71a1b16a99ebf219019e0128de1ea94522c1e","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":[]},"wandb/openui":{"detail":{"owner":"wandb","name":"openui","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"fe331c6069bf99eb4c76dc0c64a33aa40d307088769142ba72344c17934f58a1","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.3375,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":16.42,"c_criticality":0.35,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":40.0,"c_rigor":0.3,"p_accessibility":12.0,"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":0.3225,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.3375,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.35,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.3125,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.37,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/wandb__openui.json","source_sha256":"2b90268107c50e1d4f8b1a3178de2a79acc8b3ed2a0bca59d898cf7a535a2f6c","fetched_at":"2026-10-27T21:34:50.489195+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":40.0,"score":40.0,"n":0,"window_start":null,"window_end":null,"method":"proxy:setup_signals_only","source":"raw/actions_runs/wandb__openui.json","source_sha256":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","fetched_at":"2026-10-24T22:58:13.536838+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":3,"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":0.8333333333333334,"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/wandb__openui.json","source_sha256":"2b90268107c50e1d4f8b1a3178de2a79acc8b3ed2a0bca59d898cf7a535a2f6c","fetched_at":"2026-10-27T21:34:50.489195+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/wandb__openui.json","source_sha256":"78912afc6635d8c2ea779dc2a6c45efb4225afb7278c77276be3b2319aa601dc","fetched_at":"2026-10-26T16:04:48.915420+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.1642,"score":16.42,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/wandb__openui.json","source_sha256":"a6d31ac0d795cb8df115c57a3c0f46b83ca08dfa2774536a1f9b1b0c25d7c2ee","fetched_at":"2026-10-28T12:27:49.116228+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":50.8,"score":null,"n":2,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"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/wandb__openui.json","source_sha256":"2b90268107c50e1d4f8b1a3178de2a79acc8b3ed2a0bca59d898cf7a535a2f6c","fetched_at":"2026-10-27T21:34:50.489195+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"}]}}