{"agronholm/apscheduler":{"detail":{"owner":"agronholm","name":"apscheduler","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"3081962f53452c9f05f629fbe762157ac94f85317896696f6ce70175b31d3690","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1914,"tie_group":489,"porchlamp":55.77,"coverage":0.8625,"tier":"B","tier_ceiling":"A","quadrant":"Crucible","leverage":64.74,"friction":50.71,"leverage_coverage":1.0,"friction_coverage":0.775,"p_responsiveness":58.087786420554,"c_responsiveness":0.75,"p_criticality":69.685383964445,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":66.0,"c_rigor":1.0,"p_accessibility":25.5,"c_accessibility":0.5,"persona_gates":{"senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":58.78,"coverage":0.9,"tier":"B","rated":true},"balanced":{"porchlamp":55.77,"coverage":0.8625,"tier":"B","rated":true},"career_capital":{"porchlamp":55.28,"coverage":0.85,"tier":"B","rated":true},"first_timer":{"porchlamp":49.12,"coverage":0.7625,"tier":"C","rated":true},"senior_systems":{"porchlamp":60.2,"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/agronholm__apscheduler.json","source_sha256":"1122fb1b98e0f7108f6f756876b59100b10ea3515fd4b1c5a31f5820511a0c2f","fetched_at":"2026-10-28T00:07:19.611338+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":245,"score":80.18394648829431,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/agronholm__apscheduler.json","source_sha256":"2d910a60d1a0982d223a754800262e95f88c0363e8cecb5e20c6e3de35f0ff62","fetched_at":"2026-10-27T02:07:55.670134+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":34393742,"score":84.98322147651007,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__apscheduler.json","source_sha256":"02180e81ff1d3c0f364d65c083dbc2d72bd4027fba14521d1d7914fe462be908","fetched_at":"2026-10-30T12:11:19.130936+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/agronholm__apscheduler.json","source_sha256":"35178d1db06c6ffc6fcdb9c781fe06286e03f99b62d2a064ef3560dcd5751f4f","fetched_at":"2026-10-25T20:17:38.525535+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":35,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/agronholm__apscheduler.json","source_sha256":"981de399c6e3c8d08f795978e6aa1b51fb517d4399b741233091f85fc5340225","fetched_at":"2026-10-28T23:23:07.036874+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.4074074074074074,"score":18.51851851851852,"n":27,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/agronholm__apscheduler.json","source_sha256":"23ad2cb867fc01e579205a4cd1289b3dcf5264b4029ed70cdee275553cc9f0d7","fetched_at":"2026-10-23T14:35:36.262403+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/agronholm__apscheduler.json","source_sha256":"1122fb1b98e0f7108f6f756876b59100b10ea3515fd4b1c5a31f5820511a0c2f","fetched_at":"2026-10-28T00:07:19.611338+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.4,"score":50.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/agronholm__apscheduler.json","source_sha256":"a853873956e3fecf81222066074ba0e05412ce0477b928212809a687672f0fc5","fetched_at":"2026-10-10T23:59:17.382962+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/agronholm__apscheduler.json","source_sha256":"d8c41a83b9732d05c75f0dd90cdc11f3bcbddebd6880017fd070b8a8fd1bcf97","fetched_at":"2026-10-27T02:07:49.044674+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4676,"score":46.760000000000005,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/agronholm__apscheduler.json","source_sha256":"ed83146343a45cfc946da48b608f1bb78c5fe4520f7f7d7e84aa228cf82bdc45","fetched_at":"2026-10-28T23:23:07.048286+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/agronholm__apscheduler.json","source_sha256":"dc40c11f3c33b831fdc20332e74fe2aaaef0686ef456aa50be7670c602ccc314","fetched_at":"2026-10-30T12:11:02.748170+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/agronholm__apscheduler.json","source_sha256":"1122fb1b98e0f7108f6f756876b59100b10ea3515fd4b1c5a31f5820511a0c2f","fetched_at":"2026-10-28T00:07:19.611338+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":0.8,"score":100.0,"n":20,"window_start":"2026-04-26T14:35:36.262403+00:00","window_end":"2026-10-23T14:35:36.262403+00:00","method":"primary","source":"raw/pr_window/agronholm__apscheduler.json","source_sha256":"23ad2cb867fc01e579205a4cd1289b3dcf5264b4029ed70cdee275553cc9f0d7","fetched_at":"2026-10-23T14:35:36.262403+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":12.9628,"score":97.21642569759891,"n":29,"window_start":"2026-04-26T14:35:36.262403+00:00","window_end":"2026-10-23T14:35:36.262403+00:00","method":"primary","source":"raw/pr_window/agronholm__apscheduler.json","source_sha256":"23ad2cb867fc01e579205a4cd1289b3dcf5264b4029ed70cdee275553cc9f0d7","fetched_at":"2026-10-23T14:35:36.262403+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":924.9483,"score":16.231343283582092,"n":14,"window_start":"2026-04-26T14:35:36.262403+00:00","window_end":"2026-10-23T14:35:36.262403+00:00","method":"primary","source":"raw/pr_window/agronholm__apscheduler.json","source_sha256":"23ad2cb867fc01e579205a4cd1289b3dcf5264b4029ed70cdee275553cc9f0d7","fetched_at":"2026-10-23T14:35:36.262403+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to agronholm/apscheduler got a first human reply in a median of 13 hours (29 pull requests, 26 April to 23 October 2026); 41% got none within 14 days.","It ranks 1,914 of 4,044 overall.","For first-time contributors it ranks 1,526 of 1,904 (the bottom 20%)."],"standings":{"balanced":{"rank":1914,"total":4044,"reason":null},"first_timer":{"rank":1526,"total":1904,"reason":null},"career_capital":{"rank":663,"total":872,"reason":null},"senior_systems":{"rank":null,"total":986,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":1594,"total":4002,"reason":null}},"similar":[{"owner":"spack","name":"spack","rank":1908},{"owner":"archlinux","name":"archinstall","rank":1910},{"owner":"tw93","name":"Waza","rank":1915},{"owner":"langchain-ai","name":"open-swe","rank":1917},{"owner":"ciromattia","name":"kcc","rank":1920}]},"antvis/X6":{"detail":{"owner":"antvis","name":"X6","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"08e3bb831e21fbfbd5b6b46d868e86870530b97890c7586d3443e9810b395d8e","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1176,"tie_group":278,"porchlamp":60.67,"coverage":0.78,"tier":"B","tier_ceiling":"B","quadrant":"Sweet Spot","leverage":52.36,"friction":30.98,"leverage_coverage":0.91,"friction_coverage":0.65,"p_responsiveness":77.245053272451,"c_responsiveness":0.3,"p_criticality":52.897846290411,"c_criticality":1.0,"p_governance":61.0,"c_governance":1.0,"p_rigor":45.714285714286,"c_rigor":0.7,"p_accessibility":60.5,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":57.23,"coverage":0.755,"tier":"B","rated":true},"balanced":{"porchlamp":60.67,"coverage":0.78,"tier":"B","rated":true},"career_capital":{"porchlamp":59.78,"coverage":0.83,"tier":"B","rated":true},"first_timer":{"porchlamp":64.2,"coverage":0.725,"tier":"B","rated":true},"senior_systems":{"porchlamp":57.52,"coverage":0.835,"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/antvis__X6.json","source_sha256":"2b8c5ee036d0dd88af742add99f77aea9f1db5b201dd817804b1f138ef392762","fetched_at":"2026-10-28T00:31:11.203545+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":351,"score":63.8755980861244,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/antvis__X6.json","source_sha256":"bc9c01a2b029ceff27234bfbffbdb4853ceb411a2512d16ccd1d35369a10e198","fetched_at":"2026-10-27T04:15:24.738762+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":541530,"score":47.38442822384428,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__X6.json","source_sha256":"64892344587dbe8365fc762c06d385968d18b0bcafb23b88605ad606ff1307ef","fetched_at":"2026-10-30T12:38:53.494801+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/antvis__X6.json","source_sha256":"71d78ac9d73071bf6eda62d182a20efd696ae4bc154d425f0a3c27507251b40e","fetched_at":"2026-10-25T21:55:09.746559+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":109,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/antvis__X6.json","source_sha256":"80271c67121e096b49428696a5001c673c4c08b5a882e87877415920cea4f6e1","fetched_at":"2026-10-29T03:37:43.455459+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.5,"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/antvis__X6.json","source_sha256":"2b8c5ee036d0dd88af742add99f77aea9f1db5b201dd817804b1f138ef392762","fetched_at":"2026-10-28T00:31:11.203545+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.8,"score":100.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/antvis__X6.json","source_sha256":"19ba88cd2416933b5083b5d2c9c658f88ed7a52b68162ed68856e118243c266b","fetched_at":"2026-10-11T00:05:47.523627+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.75,"score":100.0,"n":12,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/antvis__X6.json","source_sha256":"19ba88cd2416933b5083b5d2c9c658f88ed7a52b68162ed68856e118243c266b","fetched_at":"2026-10-11T00:05:47.523627+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/antvis__X6.json","source_sha256":"e12ad2661f7136e52ceba4b9bc71c259ac7fc09337fbde5fa2b4815d94097a7b","fetched_at":"2026-10-27T04:15:10.145494+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4429,"score":44.29,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/antvis__X6.json","source_sha256":"5becbdc69ee51ef0d70deeedf03de628934ee99a69e25c202c8123a55ef2c4c1","fetched_at":"2026-10-29T03:37:43.475133+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":50.0,"score":50.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/antvis__X6.json","source_sha256":"dd5a78e06f21dd57955bafb666fccfc02ee30d6ce2a9c1bbfd8c3e5a2b08dbe6","fetched_at":"2026-10-30T12:38:52.225409+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"DOCUMENTED","score":75.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/antvis__X6.json","source_sha256":"2b8c5ee036d0dd88af742add99f77aea9f1db5b201dd817804b1f138ef392762","fetched_at":"2026-10-28T00:31:11.203545+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.5556,"score":100.0,"n":9,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/antvis__X6.json","source_sha256":"19ba88cd2416933b5083b5d2c9c658f88ed7a52b68162ed68856e118243c266b","fetched_at":"2026-10-11T00:05:47.523627+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":513.1583,"score":31.7351598173516,"n":7,"window_start":"2026-04-22T13:54:31.186309+00:00","window_end":"2026-10-19T13:54:31.186309+00:00","method":"primary","source":"raw/pr_window/antvis__X6.json","source_sha256":"5ed1533801036d8e722c01895791a752308f8e79dca7816044c1203e85539cce","fetched_at":"2026-10-19T13:54:31.186309+00:00","unmeasured_reason":null}],"answer":["For antvis/X6, the reply time and the share with no reply within 14 days both have too small a sample to measure (0 and 8 pull requests counted; 10 needed).","It ranks 1,176 of 4,044 overall.","For first-time contributors it ranks 588 of 1,904 (the top 31%)."],"standings":{"balanced":{"rank":1176,"total":4044,"reason":null},"first_timer":{"rank":588,"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":1809,"total":4002,"reason":null}},"similar":[{"owner":"autobase-tech","name":"autobase","rank":1164},{"owner":"gethomepage","name":"homepage","rank":1171},{"owner":"Countly","name":"countly-server","rank":1173},{"owner":"mobxjs","name":"mobx","rank":1179},{"owner":"pixijs","name":"pixijs","rank":1183}]},"anyproto/anytype-ts":{"detail":{"owner":"anyproto","name":"anytype-ts","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"4d617f90aa97e2821456ebf57aa9b6aba549ed6519e8a8cc6074b094abe216b7","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2145,"tie_group":562,"porchlamp":54.28,"coverage":0.7625,"tier":"C","tier_ceiling":"B","quadrant":"Nursery","leverage":49.34,"friction":37.23,"leverage_coverage":0.675,"friction_coverage":0.9,"p_responsiveness":92.235222035743,"c_responsiveness":1.0,"p_criticality":52.51,"c_criticality":0.35,"p_governance":47.5,"c_governance":1.0,"p_rigor":45.29145,"c_rigor":1.0,"p_accessibility":12.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":53.13,"coverage":0.82,"tier":"C","rated":true},"balanced":{"porchlamp":54.28,"coverage":0.7625,"tier":"C","rated":true},"career_capital":{"porchlamp":50.88,"coverage":0.6725,"tier":"C","rated":true},"first_timer":{"porchlamp":52.79,"coverage":0.785,"tier":"C","rated":true},"senior_systems":{"porchlamp":53.75,"coverage":0.7475,"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/anyproto__anytype-ts.json","source_sha256":"8bccbb3cf9758fddcf739bbc37e7b58645b7387a5c5a2e2b2a95cfd032c06f13","fetched_at":"2026-10-27T23:40:37.482538+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":0.918,"score":100.0,"n":61,"window_start":"2026-04-26T11:06:58.670134+00:00","window_end":"2026-07-25T11:06:58.670134+00:00","method":"primary","source":"raw/pr_window/anyproto__anytype-ts.json","source_sha256":"b166faf84be656d0f948cc1383fc29449e242caf12d61e6b5d6165fa2b078dc7","fetched_at":"2026-10-23T11:06:58.670134+00:00","unmeasured_reason":null},{"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/anyproto__anytype-ts.json","source_sha256":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","fetched_at":"2026-10-25T16:49:06.649934+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":5000,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/anyproto__anytype-ts.json","source_sha256":"3faad485c617156e9861f367582e31f984760534ba5fba941293341c96183b45","fetched_at":"2026-10-28T21:56:09.368816+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.11258278145695365,"score":77.48344370860927,"n":151,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/anyproto__anytype-ts.json","source_sha256":"b166faf84be656d0f948cc1383fc29449e242caf12d61e6b5d6165fa2b078dc7","fetched_at":"2026-10-23T11:06:58.670134+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/anyproto__anytype-ts.json","source_sha256":"8bccbb3cf9758fddcf739bbc37e7b58645b7387a5c5a2e2b2a95cfd032c06f13","fetched_at":"2026-10-27T23:40:37.482538+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.6667,"score":83.33749999999999,"n":24,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/anyproto__anytype-ts.json","source_sha256":"eef6f2cdd178e9b2c33b1a2174ef25f14962fa55247d2151955e3c4f4dc68c75","fetched_at":"2026-10-10T23:01:21.763784+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/anyproto__anytype-ts.json","source_sha256":"582a9afe68dc53c2b361fdaa8f3d7ac18f6874689fa5a2aa5ca30cb34a226db4","fetched_at":"2026-10-27T00:17:39.267903+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5251,"score":52.51,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/anyproto__anytype-ts.json","source_sha256":"29eddfe82d6cd14b846d7dbccdf23cd9d6029764606133a9499aec01e17be2c7","fetched_at":"2026-10-28T21:56:09.619419+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":37.9005,"score":37.9005,"n":134,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/anyproto__anytype-ts.json","source_sha256":"b166faf84be656d0f948cc1383fc29449e242caf12d61e6b5d6165fa2b078dc7","fetched_at":"2026-10-27T00:17:49.948298+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/anyproto__anytype-ts.json","source_sha256":"8bccbb3cf9758fddcf739bbc37e7b58645b7387a5c5a2e2b2a95cfd032c06f13","fetched_at":"2026-10-27T23:40:37.482538+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":0.0435,"score":5.4375,"n":138,"window_start":"2026-04-26T11:06:58.670134+00:00","window_end":"2026-10-23T11:06:58.670134+00:00","method":"primary","source":"raw/pr_window/anyproto__anytype-ts.json","source_sha256":"b166faf84be656d0f948cc1383fc29449e242caf12d61e6b5d6165fa2b078dc7","fetched_at":"2026-10-23T11:06:58.670134+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":3.8903,"score":100.0,"n":45,"window_start":"2026-04-26T11:06:58.670134+00:00","window_end":"2026-10-23T11:06:58.670134+00:00","method":"primary","source":"raw/pr_window/anyproto__anytype-ts.json","source_sha256":"b166faf84be656d0f948cc1383fc29449e242caf12d61e6b5d6165fa2b078dc7","fetched_at":"2026-10-23T11:06:58.670134+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":47.7628,"score":89.45205479452055,"n":134,"window_start":"2026-04-26T11:06:58.670134+00:00","window_end":"2026-10-23T11:06:58.670134+00:00","method":"primary","source":"raw/pr_window/anyproto__anytype-ts.json","source_sha256":"b166faf84be656d0f948cc1383fc29449e242caf12d61e6b5d6165fa2b078dc7","fetched_at":"2026-10-23T11:06:58.670134+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to anyproto/anytype-ts got a first human reply in a median of 3.9 hours (45 pull requests, 26 April to 23 October 2026); 11% got none within 14 days.","It ranks 2,145 of 4,044 overall.","For first-time contributors it ranks 1,335 of 1,904 (the bottom 30%)."],"standings":{"balanced":{"rank":2145,"total":4044,"reason":null},"first_timer":{"rank":1335,"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":2450,"total":4002,"reason":null}},"similar":[{"owner":"reconurge","name":"flowsint","rank":2140},{"owner":"kysely-org","name":"kysely","rank":2147},{"owner":"rybbit-io","name":"rybbit","rank":2151},{"owner":"steipete","name":"summarize","rank":2153},{"owner":"SilentVoid13","name":"Templater","rank":2157}]},"armink/EasyLogger":{"detail":{"owner":"armink","name":"EasyLogger","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"cbea3fb7bdd62973ec62482782ffa8a0ffd6483779e8a1aa24fd11ef211d62ab","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":[]},"benbjohnson/litestream":{"detail":{"owner":"benbjohnson","name":"litestream","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"3a35455c1d92fdb05ee144b54505de2af966eea2e85528aadcdd07d11c129beb","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3754,"tie_group":null,"porchlamp":38.9,"coverage":0.915,"tier":"D","tier_ceiling":null,"quadrant":"Crucible","leverage":52.76,"friction":73.05,"leverage_coverage":1.0,"friction_coverage":0.845,"p_responsiveness":11.012012012012,"c_responsiveness":0.75,"p_criticality":46.047640117994,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":65.45375,"c_rigor":1.0,"p_accessibility":31.470588235294,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"high_barrier_to_entry","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":45.04,"coverage":0.935,"tier":"C","rated":true},"balanced":{"porchlamp":38.9,"coverage":0.915,"tier":"D","rated":true},"career_capital":{"porchlamp":38.73,"coverage":0.92,"tier":"D","rated":true},"first_timer":{"porchlamp":32.02,"coverage":0.8675,"tier":"D","rated":true},"senior_systems":{"porchlamp":45.06,"coverage":0.955,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/benbjohnson__litestream.json","source_sha256":"965cba8f03272455fb448bc8e39b12c1351040f1331f049be625d9e794e21aa5","fetched_at":"2026-10-27T22:25:35.699390+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":6,"score":48.49557522123894,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/benbjohnson__litestream.json","source_sha256":"3d9d3c02772cb2dc1b46ffa1d9fc9b6ec3b524f17d6ab6398300b8c3251dba24","fetched_at":"2026-10-26T19:26:20.897610+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":85.0,"score":85.0,"n":24,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/benbjohnson__litestream.json","source_sha256":"0f800a1d2d337b60df19abdc4e5988dbe1e52391aab2bbf848d12c5a9833cb89","fetched_at":"2026-10-25T01:36:28.606002+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":344,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/benbjohnson__litestream.json","source_sha256":"977a9e8243408da5c00286e3cecf79f108edae8050a97c0857043df36a433c79","fetched_at":"2026-10-28T17:00:48.949119+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.6511627906976745,"score":0.0,"n":43,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/benbjohnson__litestream.json","source_sha256":"b1eaff560ec1a400bed414bd365d37863869aece6ed83ba77f3e742a0a189b60","fetched_at":"2026-10-22T01:46:56.318100+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/benbjohnson__litestream.json","source_sha256":"965cba8f03272455fb448bc8e39b12c1351040f1331f049be625d9e794e21aa5","fetched_at":"2026-10-27T22:25:35.699390+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.25,"score":31.25,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/benbjohnson__litestream.json","source_sha256":"79b65e70bf2313d4e96dcde016add1690fadbd696d5f0b33903daf0996aa36c0","fetched_at":"2026-10-10T21:40:42.941499+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.2,"score":40.0,"n":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/benbjohnson__litestream.json","source_sha256":"79b65e70bf2313d4e96dcde016add1690fadbd696d5f0b33903daf0996aa36c0","fetched_at":"2026-10-10T21:40:42.941499+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/benbjohnson__litestream.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-26T19:26:16.741985+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4325,"score":43.25,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/benbjohnson__litestream.json","source_sha256":"17904461acfd788ff0d8c660ed1f9753232ec11323de9f2ba4cd9761b4135de5","fetched_at":"2026-10-28T17:00:48.986565+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/benbjohnson__litestream.json","source_sha256":"2f78406174e29ff7d0353ab2bfedb19f5290f8a8d72ff16a9f07bfbdd737e1fc","fetched_at":"2026-10-30T10:05:32.673574+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/benbjohnson__litestream.json","source_sha256":"965cba8f03272455fb448bc8e39b12c1351040f1331f049be625d9e794e21aa5","fetched_at":"2026-10-27T22:25:35.699390+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":0.2121,"score":26.512500000000003,"n":33,"window_start":"2026-04-25T01:46:56.318100+00:00","window_end":"2026-10-22T01:46:56.318100+00:00","method":"primary","source":"raw/pr_window/benbjohnson__litestream.json","source_sha256":"b1eaff560ec1a400bed414bd365d37863869aece6ed83ba77f3e742a0a189b60","fetched_at":"2026-10-22T01:46:56.318100+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":335.1821,"score":0.0,"n":28,"window_start":"2026-04-25T01:46:56.318100+00:00","window_end":"2026-10-22T01:46:56.318100+00:00","method":"primary","source":"raw/pr_window/benbjohnson__litestream.json","source_sha256":"b1eaff560ec1a400bed414bd365d37863869aece6ed83ba77f3e742a0a189b60","fetched_at":"2026-10-22T01:46:56.318100+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":901.2519,"score":20.090090090090087,"n":24,"window_start":"2026-04-25T01:46:56.318100+00:00","window_end":"2026-10-22T01:46:56.318100+00:00","method":"primary","source":"raw/pr_window/benbjohnson__litestream.json","source_sha256":"b1eaff560ec1a400bed414bd365d37863869aece6ed83ba77f3e742a0a189b60","fetched_at":"2026-10-22T01:46:56.318100+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to benbjohnson/litestream got a first human reply in a median of 14 days (28 pull requests, 25 April to 22 October 2026); 65% got none within 14 days.","It ranks 3,754 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":3754,"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":3386,"total":4002,"reason":null}},"similar":[{"owner":"vxcontrol","name":"pentagi","rank":3738},{"owner":"openziti","name":"ziti","rank":3740},{"owner":"go-vikunja","name":"vikunja","rank":3742},{"owner":"Gentleman-Programming","name":"engram","rank":3752},{"owner":"direnv","name":"direnv","rank":3768}]},"Blaizzy/mlx-vlm":{"detail":{"owner":"Blaizzy","name":"mlx-vlm","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"0ce958eda94caba4a7e2a674883a5455d6458db583f8e7589404335fe35e2a8b","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1886,"tie_group":null,"porchlamp":56.02,"coverage":0.8125,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":50.14,"friction":33.51,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":83.375551088975,"c_responsiveness":0.55,"p_criticality":36.110656685596,"c_criticality":1.0,"p_governance":68.0,"c_governance":1.0,"p_rigor":61.63059,"c_rigor":1.0,"p_accessibility":22.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate"},"persona_composites":{"ai_assisted":{"porchlamp":57.87,"coverage":0.86,"tier":"B","rated":true},"balanced":{"porchlamp":56.02,"coverage":0.8125,"tier":"B","rated":true},"career_capital":{"porchlamp":50.08,"coverage":0.81,"tier":"C","rated":true},"first_timer":{"porchlamp":55.76,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":55.57,"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":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Blaizzy__mlx-vlm.json","source_sha256":"b619799c29e6cc4119626eec29c288ccca634e175f3dd7b29578ca611e6b8def","fetched_at":"2026-10-28T01:14:43.318269+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":19.23076923076923,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/Blaizzy__mlx-vlm.json","source_sha256":"fc4b13ae12c66594f5a133244277d8f1fe02f356ecf63b62646572210f4cda22","fetched_at":"2026-10-27T07:52:05.202863+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":246325,"score":48.90939597315436,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__mlx-vlm.json","source_sha256":"2014499e7efcec9a8268e8ca84ec382f37ba399ade83130ff7792d7e61f1f585","fetched_at":"2026-10-30T13:28:19.889503+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":50.0,"score":50.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/Blaizzy__mlx-vlm.json","source_sha256":"dc9da973f00a60266fa1d187ede997ffcc2a2899da7b05960183dde0fb3fa1fd","fetched_at":"2026-10-26T00:47:41.711727+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":1450,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/Blaizzy__mlx-vlm.json","source_sha256":"6ffc387ed926cf6e26b9bee5a06919afa7ac4f2b222a551d7abc5e19131a3bd6","fetched_at":"2026-10-29T06:54:52.563382+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.14080459770114942,"score":71.83908045977012,"n":348,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/Blaizzy__mlx-vlm.json","source_sha256":"659575872625968a454b7e1ebe6804a00a5d843e99ccdbbdefdab69f8a13398c","fetched_at":"2026-10-20T00:52:11.192040+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/Blaizzy__mlx-vlm.json","source_sha256":"b619799c29e6cc4119626eec29c288ccca634e175f3dd7b29578ca611e6b8def","fetched_at":"2026-10-28T01:14:43.318269+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/Blaizzy__mlx-vlm.json","source_sha256":"acccff91ff67d225ffce223236566e501c07c590cd385df15df8869681a846ac","fetched_at":"2026-10-27T07:51:49.937531+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4626,"score":46.26,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/Blaizzy__mlx-vlm.json","source_sha256":"f033a841f49a211d0d4501e21861c1e7d4744419d15325ef3d8f13ee862ef12b","fetched_at":"2026-10-29T06:54:52.696522+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":81.8421,"score":81.8421,"n":684,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/Blaizzy__mlx-vlm.json","source_sha256":"659575872625968a454b7e1ebe6804a00a5d843e99ccdbbdefdab69f8a13398c","fetched_at":"2026-10-27T07:52:06.397746+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/Blaizzy__mlx-vlm.json","source_sha256":"b619799c29e6cc4119626eec29c288ccca634e175f3dd7b29578ca611e6b8def","fetched_at":"2026-10-28T01:14:43.318269+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":0.4505,"score":56.3125,"n":333,"window_start":"2026-04-23T00:52:11.192040+00:00","window_end":"2026-10-20T00:52:11.192040+00:00","method":"primary","source":"raw/pr_window/Blaizzy__mlx-vlm.json","source_sha256":"659575872625968a454b7e1ebe6804a00a5d843e99ccdbbdefdab69f8a13398c","fetched_at":"2026-10-20T00:52:11.192040+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":14.9981,"score":91.95636645147702,"n":337,"window_start":"2026-04-23T00:52:11.192040+00:00","window_end":"2026-10-20T00:52:11.192040+00:00","method":"primary","source":"raw/pr_window/Blaizzy__mlx-vlm.json","source_sha256":"659575872625968a454b7e1ebe6804a00a5d843e99ccdbbdefdab69f8a13398c","fetched_at":"2026-10-20T00:52:11.192040+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":176.4125,"score":74.93781094527364,"n":202,"window_start":"2026-04-23T00:52:11.192040+00:00","window_end":"2026-10-20T00:52:11.192040+00:00","method":"primary","source":"raw/pr_window/Blaizzy__mlx-vlm.json","source_sha256":"659575872625968a454b7e1ebe6804a00a5d843e99ccdbbdefdab69f8a13398c","fetched_at":"2026-10-20T00:52:11.192040+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to Blaizzy/mlx-vlm got a first human reply in a median of 15 hours (337 pull requests, 23 April to 20 October 2026); 14% got none within 14 days.","It ranks 1,886 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1886,"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":724,"total":986,"reason":null},"ai_assisted":{"rank":1722,"total":4002,"reason":null}},"similar":[{"owner":"Gallopsled","name":"pwntools","rank":1871},{"owner":"transformerlab","name":"transformerlab-app","rank":1872},{"owner":"motioneye-project","name":"motioneye","rank":1874},{"owner":"SenteLabsAI","name":"OpenExecutive","rank":1877},{"owner":"NandhaKishorM","name":"laya","rank":1898}]},"collabnix/dockerlabs":{"detail":{"owner":"collabnix","name":"dockerlabs","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"400ee1f3182ba642ef32b5a14ca966123e2e82017a7dd8d8a85db0117a852abe","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.3975,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":20.49,"c_criticality":0.35,"p_governance":50.384615384615,"c_governance":0.65,"p_rigor":31.428571428571,"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":0.4625,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.3975,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.39,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.3525,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.45,"tier":null,"rated":false}},"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/collabnix__dockerlabs.json","source_sha256":"a27a34b2a9b3bfe0cde24a4ee922607f1bb98a3ecf8d39ea836a8406a67e839b","fetched_at":"2026-10-27T23:58:32.688848+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/collabnix__dockerlabs.json","source_sha256":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","fetched_at":"2026-10-25T19:43:31.475391+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":15,"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":1,"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/collabnix__dockerlabs.json","source_sha256":"a27a34b2a9b3bfe0cde24a4ee922607f1bb98a3ecf8d39ea836a8406a67e839b","fetched_at":"2026-10-27T23:58:32.688848+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/collabnix__dockerlabs.json","source_sha256":"2e3bc59a0c6ad808522f4ea1d8fa9b7c58db20e8e94bb898ac63d1210a0e0730","fetched_at":"2026-10-27T01:27:09.943759+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2049,"score":20.49,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/collabnix__dockerlabs.json","source_sha256":"3000e85b1408841e6f81282030b8f765195619c0b5ba63e2c152568e9ef05102","fetched_at":"2026-10-28T22:56:22.428952+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":25.0,"score":25.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/collabnix__dockerlabs.json","source_sha256":"4d3585cb6912afbc14f33113a1cdc4ddc1e473b48b458462c8782eef70d2ff2a","fetched_at":"2026-10-30T12:01:49.887766+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"CLOSED","score":10.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/collabnix__dockerlabs.json","source_sha256":"a27a34b2a9b3bfe0cde24a4ee922607f1bb98a3ecf8d39ea836a8406a67e839b","fetched_at":"2026-10-27T23:58:32.688848+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"}]},"cypress-io/cypress":{"detail":{"owner":"cypress-io","name":"cypress","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"c01b333ffd5f33959e46066c7a237bc9759b2a63fcc6ea3f0da26944d984bb09","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1415,"tie_group":346,"porchlamp":58.86,"coverage":0.8125,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":61.86,"friction":44.19,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":81.927737618476,"c_responsiveness":0.55,"p_criticality":76.03512982689,"c_criticality":1.0,"p_governance":29.5,"c_governance":1.0,"p_rigor":59.82375,"c_rigor":1.0,"p_accessibility":30.0,"c_accessibility":0.5,"persona_gates":{"first_timer":"insufficient_evidence:mr_first_rate","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":59.96,"coverage":0.86,"tier":"B","rated":true},"balanced":{"porchlamp":58.86,"coverage":0.8125,"tier":"B","rated":true},"career_capital":{"porchlamp":59.41,"coverage":0.81,"tier":"B","rated":true},"first_timer":{"porchlamp":55.69,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":59.74,"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/cypress-io__cypress.json","source_sha256":"e3f4a789fbb7eaea2a201ae24ec99618b10c3c19ebc9f010ed200438c61f7e35","fetched_at":"2026-10-27T19:35:09.122109+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":6559,"score":88.09808612440192,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/cypress-io__cypress.json","source_sha256":"ad22b27415053bca06b8e11b703aa1bfdc76ae3ef07eb6253e6ca6b4b8452bf7","fetched_at":"2026-10-26T12:21:31.979650+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":23355567,"score":75.85158150851582,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__cypress.json","source_sha256":"cd96e5500851fe01154767d9a09c47ec68ef4f1d03c7ccfbebdf8978ae18728c","fetched_at":"2026-10-30T08:03:20.832192+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":100.0,"score":100.0,"n":15,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/cypress-io__cypress.json","source_sha256":"c26a49c26ae6a5748cd17f8e110efb307efca5fd6d63ae9f2fefe35156b15f74","fetched_at":"2026-10-24T20:09:28.695133+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":1137,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/cypress-io__cypress.json","source_sha256":"acebc6a7daaf2913d80bf604e2c15a22392f948d954145a96a5727ae65aac560","fetched_at":"2026-10-29T13:49:19.186909+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.07758620689655173,"score":84.48275862068965,"n":232,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/cypress-io__cypress.json","source_sha256":"2476ff6e39cefa2b1261ca994a59103a9b64279b73e5ca74fe2425d41abf2c43","fetched_at":"2026-10-18T14:14:51.154499+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/cypress-io__cypress.json","source_sha256":"e3f4a789fbb7eaea2a201ae24ec99618b10c3c19ebc9f010ed200438c61f7e35","fetched_at":"2026-10-27T19:35:09.122109+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/cypress-io__cypress.json","source_sha256":"6d96bb7142e09bc21a820b031290be48b67253a7756aec2fd1d9e8b53403c0c6","fetched_at":"2026-10-26T12:21:20.530771+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.6238,"score":62.38,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/cypress-io__cypress.json","source_sha256":"5931f87af1d31fe51c9ddaf1606d822e7c9959cdcccc9f1ddbd70928174814aa","fetched_at":"2026-10-29T13:49:19.186909+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":45.0,"score":45.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/cypress-io__cypress.json","source_sha256":"c0d58f12cdb6cfa569bf20caf1bd01c5aa37be81d0426ba65d3bd1644ee500e2","fetched_at":"2026-10-30T08:03:19.604279+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/cypress-io__cypress.json","source_sha256":"e3f4a789fbb7eaea2a201ae24ec99618b10c3c19ebc9f010ed200438c61f7e35","fetched_at":"2026-10-27T19:35:09.122109+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":0.3553,"score":44.4125,"n":228,"window_start":"2026-04-21T14:14:51.154499+00:00","window_end":"2026-10-18T14:14:51.154499+00:00","method":"primary","source":"raw/pr_window/cypress-io__cypress.json","source_sha256":"2476ff6e39cefa2b1261ca994a59103a9b64279b73e5ca74fe2425d41abf2c43","fetched_at":"2026-10-18T14:14:51.154499+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":15.0844,"score":91.74942732809436,"n":190,"window_start":"2026-04-21T14:14:51.154499+00:00","window_end":"2026-10-18T14:14:51.154499+00:00","method":"primary","source":"raw/pr_window/cypress-io__cypress.json","source_sha256":"2476ff6e39cefa2b1261ca994a59103a9b64279b73e5ca74fe2425d41abf2c43","fetched_at":"2026-10-18T14:14:51.154499+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":318.5575,"score":48.63013698630137,"n":212,"window_start":"2026-04-21T14:14:51.154499+00:00","window_end":"2026-10-18T14:14:51.154499+00:00","method":"primary","source":"raw/pr_window/cypress-io__cypress.json","source_sha256":"2476ff6e39cefa2b1261ca994a59103a9b64279b73e5ca74fe2425d41abf2c43","fetched_at":"2026-10-18T14:14:51.154499+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to cypress-io/cypress got a first human reply in a median of 15.1 hours (190 pull requests, 21 April to 18 October 2026); 8% got none within 14 days.","It ranks 1,415 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1415,"total":4044,"reason":null},"first_timer":{"rank":null,"total":1904,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":509,"total":872,"reason":null},"senior_systems":{"rank":null,"total":986,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":1433,"total":4002,"reason":null}},"similar":[{"owner":"langwatch","name":"langwatch","rank":1412},{"owner":"pinojs","name":"pino","rank":1416},{"owner":"markdown-it","name":"markdown-it","rank":1417},{"owner":"mastra-ai","name":"mastra","rank":1419},{"owner":"scriptscat","name":"scriptcat","rank":1421}]},"ExistentialAudio/BlackHole":{"detail":{"owner":"ExistentialAudio","name":"BlackHole","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"626b42563836762a6c0835c0f66db051f38f840e73d669a8f0a643a83c083d66","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":[]},"fauxpilot/fauxpilot":{"detail":{"owner":"fauxpilot","name":"fauxpilot","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"6c3ececf7bde41f996c52fa40edfd8b3e4e9b6fe5aa409716e989651be937b6a","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":[]},"givanz/VvvebJs":{"detail":{"owner":"givanz","name":"VvvebJs","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"bf8c7f05ff7d09580e32e755ad98212b24c7f4b0c7d2f5c9591b2d1b9a1b6897","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":13.483938136649,"c_criticality":1.0,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":17.142857142857,"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/givanz__VvvebJs.json","source_sha256":"67dca6b5f86d1113c0adf3398460f00f122c359f366895228f60bc57f1338cff","fetched_at":"2026-10-27T23:44:36.946500+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/givanz__VvvebJs.json","source_sha256":"91aea46b2a139e1ea185cd159d2ffc2d09a448464f8c77c11b3d84ccc78c00be","fetched_at":"2026-10-27T00:35:20.411922+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":383,"score":6.81265206812652,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__VvvebJs.json","source_sha256":"6036b65f1947831304faefefda1c0cd1785ed87d7530c8001a5ecfd90f72e59a","fetched_at":"2026-10-30T11:45:08.628946+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":0,"window_start":null,"window_end":null,"method":"proxy:setup_signals_only","source":"raw/actions_runs/givanz__VvvebJs.json","source_sha256":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","fetched_at":"2026-10-25T17:05:59.669086+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":17,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":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/givanz__VvvebJs.json","source_sha256":"67dca6b5f86d1113c0adf3398460f00f122c359f366895228f60bc57f1338cff","fetched_at":"2026-10-27T23:44:36.946500+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/givanz__VvvebJs.json","source_sha256":"95b8d260f0c89e1e1e0a7e41bbf478d823e2f06acf430a52afebb9263ffb8630","fetched_at":"2026-10-27T00:35:16.445840+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.1828,"score":18.279999999999998,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/givanz__VvvebJs.json","source_sha256":"3a80d1a90e55defb810c3dcfb73d4290feae5e6c4352ef48653eca03343f01aa","fetched_at":"2026-10-28T22:12:18.888504+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":-2.5,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/givanz__VvvebJs.json","source_sha256":"9e051e4be4e96695d12a3ed09b96909beea1906883d234268c97f6888529cc9c","fetched_at":"2026-10-30T11:45:07.350422+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/givanz__VvvebJs.json","source_sha256":"67dca6b5f86d1113c0adf3398460f00f122c359f366895228f60bc57f1338cff","fetched_at":"2026-10-27T23:44:36.946500+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"}]},"go-kratos/kratos":{"detail":{"owner":"go-kratos","name":"kratos","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"bdb062c4cce23c4966932556909b4992d5e71aa711ab90f15fc1d1beda9e79db","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":27,"population_n":27,"unanswered_share":1.0,"ignored":27,"ignored_share":1.0,"wilson_lower_bound":0.9089,"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":"2026-10-20T15:40:10.047821+00:00","source":"raw/pr_window/go-kratos__kratos.json","source_sha256":"e79275730c1c11c22fee1a56ee528cacbcf13e87dc92a20348b67fd37ae4ca38","excluded":{"draft":1,"self_closed":0,"new_account":1,"bot":4,"internal":17,"under_14d":4},"counted_prs":[{"number":3892,"created_at":"2026-09-27T09:51:06Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3885,"created_at":"2026-09-07T16:56:51Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3884,"created_at":"2026-09-02T04:39:20Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3882,"created_at":"2026-08-27T02:48:54Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3879,"created_at":"2026-08-25T14:56:55Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3877,"created_at":"2026-08-17T21:18:03Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3876,"created_at":"2026-08-14T03:16:07Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3875,"created_at":"2026-08-14T03:12:09Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3874,"created_at":"2026-08-11T22:55:02Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3873,"created_at":"2026-08-10T19:50:12Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3872,"created_at":"2026-08-09T14:51:49Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3871,"created_at":"2026-08-08T19:56:01Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3870,"created_at":"2026-08-07T23:42:03Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3869,"created_at":"2026-08-07T21:37:50Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3866,"created_at":"2026-08-06T19:31:58Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3865,"created_at":"2026-08-05T13:41:45Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3864,"created_at":"2026-08-02T21:43:58Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3860,"created_at":"2026-07-28T14:09:35Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3858,"created_at":"2026-07-27T07:17:47Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3856,"created_at":"2026-07-21T08:24:46Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3852,"created_at":"2026-07-10T10:44:06Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3838,"created_at":"2026-06-08T07:02:23Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3836,"created_at":"2026-05-26T16:53:23Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3835,"created_at":"2026-05-26T16:53:21Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3832,"created_at":"2026-05-26T08:07:17Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3831,"created_at":"2026-05-26T06:59:26Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3819,"created_at":"2026-05-02T18:48:32Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false}],"rule_inputs_measured":true}},"evidence":[]},"google-ai-edge/mediapipe":{"detail":{"owner":"google-ai-edge","name":"mediapipe","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"8cc663244afc0d58e6dddf0bd4717df1f7a262a1827087b85a64ede9b007dfe6","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":36,"population_n":37,"unanswered_share":0.972972972972973,"ignored":32,"ignored_share":0.8648648648648649,"wilson_lower_bound":0.7474,"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":"2026-10-18T21:52:52.166073+00:00","source":"raw/pr_window/google-ai-edge__mediapipe.json","source_sha256":"170b79f1fac4a5978653160e173f20806cd86cd10394ac88dcda69c56a5e21a1","excluded":{"draft":3,"self_closed":1,"new_account":1,"bot":2,"internal":0,"under_14d":2},"counted_prs":[{"number":6374,"created_at":"2026-10-02T18:34:24Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6373,"created_at":"2026-10-01T18:00:29Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6372,"created_at":"2026-10-01T17:59:54Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6363,"created_at":"2026-09-07T06:15:40Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6362,"created_at":"2026-09-07T03:58:24Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":true},{"number":6361,"created_at":"2026-09-07T03:57:38Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6360,"created_at":"2026-09-07T03:57:30Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6359,"created_at":"2026-09-07T03:57:18Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6358,"created_at":"2026-09-07T03:57:09Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6357,"created_at":"2026-09-07T02:55:34Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":true},{"number":6347,"created_at":"2026-08-21T15:47:40Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6346,"created_at":"2026-08-21T00:21:02Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6345,"created_at":"2026-08-20T23:45:19Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6344,"created_at":"2026-08-20T23:40:47Z","answered_within_14d":true,"first_response_at":"2026-09-03T18:31:13Z","response_kind":"merged","touched_ever":true},{"number":6343,"created_at":"2026-08-20T23:33:04Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6342,"created_at":"2026-08-20T23:30:12Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6341,"created_at":"2026-08-20T23:24:30Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6340,"created_at":"2026-08-20T23:20:43Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6339,"created_at":"2026-08-20T23:17:41Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6336,"created_at":"2026-08-14T12:16:01Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6335,"created_at":"2026-08-14T12:15:31Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6334,"created_at":"2026-08-14T12:15:03Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6333,"created_at":"2026-08-11T14:09:13Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6332,"created_at":"2026-08-10T17:21:05Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6329,"created_at":"2026-08-05T04:15:04Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6322,"created_at":"2026-07-17T08:41:45Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6315,"created_at":"2026-06-24T11:08:58Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":true},{"number":6314,"created_at":"2026-06-23T07:32:43Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6313,"created_at":"2026-06-23T07:32:41Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6311,"created_at":"2026-06-17T02:21:14Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6303,"created_at":"2026-05-28T17:47:58Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6300,"created_at":"2026-05-21T20:20:58Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":true},{"number":6295,"created_at":"2026-05-14T22:04:10Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6290,"created_at":"2026-05-07T10:13:43Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6284,"created_at":"2026-05-04T04:26:00Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6281,"created_at":"2026-04-29T15:10:12Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":6280,"created_at":"2026-04-29T14:09:17Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false}],"rule_inputs_measured":true}},"evidence":[]},"google/model-viewer":{"detail":{"owner":"google","name":"model-viewer","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"5dbf7058bd05a07a3aaf2469e31b1040217bc4b9062d2bbf5493663a7b1b6f8a","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3556,"tie_group":null,"porchlamp":42.07,"coverage":0.8625,"tier":"C","tier_ceiling":"A","quadrant":"Graveyard","leverage":41.32,"friction":56.33,"leverage_coverage":1.0,"friction_coverage":0.775,"p_responsiveness":61.233531139037,"c_responsiveness":0.75,"p_criticality":49.529797197872,"c_criticality":1.0,"p_governance":29.5,"c_governance":1.0,"p_rigor":35.50125,"c_rigor":1.0,"p_accessibility":21.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":41.1,"coverage":0.9,"tier":"C","rated":true},"balanced":{"porchlamp":42.07,"coverage":0.8625,"tier":"C","rated":true},"career_capital":{"porchlamp":41.76,"coverage":0.85,"tier":"C","rated":true},"first_timer":{"porchlamp":40.66,"coverage":0.7625,"tier":"C","rated":true},"senior_systems":{"porchlamp":42.05,"coverage":0.9375,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/google__model-viewer.json","source_sha256":"83d21b81ad3ef28c4c17e1d207ac902735f6a8c246d63918bdce4334506cab61","fetched_at":"2026-10-27T23:53:07.396006+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":110,"score":51.91387559808612,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/google__model-viewer.json","source_sha256":"4826d7c050fce03f011bbd3ccd75c2e543b9ac5fbd70f7e37ba6fec34f8f8f51","fetched_at":"2026-10-27T01:07:05.886496+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":2327258,"score":58.454987834549875,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__model-viewer.json","source_sha256":"f94d17ec0b8f06984e7ebf298a3baee7713766e8e820906e9d1b2ee6bf5d1a45","fetched_at":"2026-10-30T11:55:50.180529+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/google__model-viewer.json","source_sha256":"963ae0ce214fe636f9f847cd88eec69f7e4ec0af2cce9321b14c529a971b416d","fetched_at":"2026-10-25T19:24:59.826487+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":64,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/google__model-viewer.json","source_sha256":"6bf1af7431c3c29b44b72f851330e5c6e2447e41efb1c4051bd09080f02e5ca7","fetched_at":"2026-10-28T22:38:07.437459+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.058823529411764705,"score":88.23529411764706,"n":17,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/google__model-viewer.json","source_sha256":"e5b27414e18f7c6053092e0cd20964a6dc8a7a0b69a549d5d7314acc1d4b651e","fetched_at":"2026-10-23T13:14:37.449557+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"CORP_CLA","score":25.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/google__model-viewer.json","source_sha256":"83d21b81ad3ef28c4c17e1d207ac902735f6a8c246d63918bdce4334506cab61","fetched_at":"2026-10-27T23:53:07.396006+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":1.0,"score":100.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/google__model-viewer.json","source_sha256":"097fb23bd175573fbc8bfe7b9bc4e31441000d0dc46b70f4ea3e529593981501","fetched_at":"2026-10-10T23:54:19.777726+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/google__model-viewer.json","source_sha256":"fc65d0525c6c1d64a3279754af65970cd57b33c19808fdf10b60a473edc36295","fetched_at":"2026-10-27T01:06:56.986933+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4043,"score":40.43,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/google__model-viewer.json","source_sha256":"66dc7c46a17adc743e4f52a9209c6943fa1edca74c9dde47a5abc1ea4568fbc8","fetched_at":"2026-10-28T22:38:07.451570+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":52.5,"score":52.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/google__model-viewer.json","source_sha256":"a44094ac154278ad900c637a3fb493e332c2ead3b671f16a05d703a3825aff16","fetched_at":"2026-10-30T11:55:48.700157+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/google__model-viewer.json","source_sha256":"83d21b81ad3ef28c4c17e1d207ac902735f6a8c246d63918bdce4334506cab61","fetched_at":"2026-10-27T23:53:07.396006+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0667,"score":8.337499999999999,"n":15,"window_start":"2026-04-26T13:14:37.449557+00:00","window_end":"2026-10-23T13:14:37.449557+00:00","method":"primary","source":"raw/pr_window/google__model-viewer.json","source_sha256":"e5b27414e18f7c6053092e0cd20964a6dc8a7a0b69a549d5d7314acc1d4b651e","fetched_at":"2026-10-23T13:14:37.449557+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":92.3607,"score":26.39388246304695,"n":16,"window_start":"2026-04-26T13:14:37.449557+00:00","window_end":"2026-10-23T13:14:37.449557+00:00","method":"primary","source":"raw/pr_window/google__model-viewer.json","source_sha256":"e5b27414e18f7c6053092e0cd20964a6dc8a7a0b69a549d5d7314acc1d4b651e","fetched_at":"2026-10-23T13:14:37.449557+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":326.0456,"score":47.71689497716895,"n":15,"window_start":"2026-04-26T13:14:37.449557+00:00","window_end":"2026-10-23T13:14:37.449557+00:00","method":"primary","source":"raw/pr_window/google__model-viewer.json","source_sha256":"e5b27414e18f7c6053092e0cd20964a6dc8a7a0b69a549d5d7314acc1d4b651e","fetched_at":"2026-10-23T13:14:37.449557+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to google/model-viewer got a first human reply in a median of 3.8 days (16 pull requests, 26 April to 23 October 2026); 6% got none within 14 days.","It ranks 3,556 of 4,044 overall.","For first-time contributors it ranks 1,811 of 1,904 (the bottom 5%)."],"standings":{"balanced":{"rank":3556,"total":4044,"reason":null},"first_timer":{"rank":1811,"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":3689,"total":4002,"reason":null}},"similar":[{"owner":"asyncapi","name":"spec","rank":3550},{"owner":"BuilderIO","name":"mitosis","rank":3561},{"owner":"aleksey-hoffman","name":"sigma-file-manager","rank":3564},{"owner":"cucumber","name":"cucumber-js","rank":3565},{"owner":"caolan","name":"async","rank":3566}]},"greenbone/openvas-scanner":{"detail":{"owner":"greenbone","name":"openvas-scanner","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"bce2c6847c6306b3e563ca319f8d1c097dd31f236f780ed272e86b9204095208","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1399,"tie_group":341,"porchlamp":58.99,"coverage":0.7625,"tier":"B","tier_ceiling":"B","quadrant":"Sweet Spot","leverage":59.8,"friction":38.44,"leverage_coverage":0.675,"friction_coverage":0.9,"p_responsiveness":77.366098751803,"c_responsiveness":1.0,"p_criticality":50.07,"c_criticality":0.35,"p_governance":59.25,"c_governance":1.0,"p_rigor":76.36793,"c_rigor":1.0,"p_accessibility":25.5,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":63.65,"coverage":0.82,"tier":"B","rated":true},"balanced":{"porchlamp":58.99,"coverage":0.7625,"tier":"B","rated":true},"career_capital":{"porchlamp":54.62,"coverage":0.6725,"tier":"C","rated":true},"first_timer":{"porchlamp":56.26,"coverage":0.785,"tier":"B","rated":true},"senior_systems":{"porchlamp":60.49,"coverage":0.7475,"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/greenbone__openvas-scanner.json","source_sha256":"7962045f3d18d12dc25f2b8185ee3b1865c623f9d3af54c353f8c57ae2fae3d3","fetched_at":"2026-10-28T01:52:05.481937+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":0.9643,"score":100.0,"n":28,"window_start":"2026-04-23T05:00:36.301135+00:00","window_end":"2026-07-22T05:00:36.301135+00:00","method":"primary","source":"raw/pr_window/greenbone__openvas-scanner.json","source_sha256":"a4ad70df2329e0c1d4c878b7f68a8f862ac87469924462e84733ff2a9ddb93b1","fetched_at":"2026-10-20T05:00:36.301135+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":14,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/greenbone__openvas-scanner.json","source_sha256":"d6894816a3dc51eb0864c10f03b33c803b0a30315404f11a4dabd21c21ebb2cd","fetched_at":"2026-10-26T04:29:08.251480+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":874,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/greenbone__openvas-scanner.json","source_sha256":"d38887ea2aa21f2ca932190fb0e27c7350511ba94bf7ee17f42d9c692fa64d78","fetched_at":"2026-10-29T09:22:05.493418+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.010752688172043012,"score":97.84946236559139,"n":93,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/greenbone__openvas-scanner.json","source_sha256":"a4ad70df2329e0c1d4c878b7f68a8f862ac87469924462e84733ff2a9ddb93b1","fetched_at":"2026-10-20T05:00:36.301135+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/greenbone__openvas-scanner.json","source_sha256":"7962045f3d18d12dc25f2b8185ee3b1865c623f9d3af54c353f8c57ae2fae3d3","fetched_at":"2026-10-28T01:52:05.481937+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.4,"score":50.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/greenbone__openvas-scanner.json","source_sha256":"53cb6bfb189fd7ef291fc6a63b347a2f05fd37366ff4f58cdf82d215a13f2159","fetched_at":"2026-10-11T02:04:15.522845+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/greenbone__openvas-scanner.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-27T11:16:52.626519+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5007,"score":50.07,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/greenbone__openvas-scanner.json","source_sha256":"e8eaa25efdcf7585c5ea08079eaa4c7cdb7eda0885485131b9b10a18823f72d0","fetched_at":"2026-10-29T09:22:05.563130+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":94.6667,"score":94.6667,"n":158,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/greenbone__openvas-scanner.json","source_sha256":"a4ad70df2329e0c1d4c878b7f68a8f862ac87469924462e84733ff2a9ddb93b1","fetched_at":"2026-10-27T11:17:01.868506+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/greenbone__openvas-scanner.json","source_sha256":"7962045f3d18d12dc25f2b8185ee3b1865c623f9d3af54c353f8c57ae2fae3d3","fetched_at":"2026-10-28T01:52:05.481937+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.2667,"score":33.3375,"n":105,"window_start":"2026-04-23T05:00:36.301135+00:00","window_end":"2026-10-20T05:00:36.301135+00:00","method":"primary","source":"raw/pr_window/greenbone__openvas-scanner.json","source_sha256":"a4ad70df2329e0c1d4c878b7f68a8f862ac87469924462e84733ff2a9ddb93b1","fetched_at":"2026-10-20T05:00:36.301135+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":24.0226,"score":74.96605253533633,"n":108,"window_start":"2026-04-23T05:00:36.301135+00:00","window_end":"2026-10-20T05:00:36.301135+00:00","method":"primary","source":"raw/pr_window/greenbone__openvas-scanner.json","source_sha256":"a4ad70df2329e0c1d4c878b7f68a8f862ac87469924462e84733ff2a9ddb93b1","fetched_at":"2026-10-20T05:00:36.301135+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":286.1567,"score":51.98863636363637,"n":88,"window_start":"2026-04-23T05:00:36.301135+00:00","window_end":"2026-10-20T05:00:36.301135+00:00","method":"primary","source":"raw/pr_window/greenbone__openvas-scanner.json","source_sha256":"a4ad70df2329e0c1d4c878b7f68a8f862ac87469924462e84733ff2a9ddb93b1","fetched_at":"2026-10-20T05:00:36.301135+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to greenbone/openvas-scanner got a first human reply in a median of 24 hours (108 pull requests, 23 April to 20 October 2026); 1% got none within 14 days.","It ranks 1,399 of 4,044 overall.","For first-time contributors it ranks 1,124 of 1,904 (the bottom 42%)."],"standings":{"balanced":{"rank":1399,"total":4044,"reason":null},"first_timer":{"rank":1124,"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":946,"total":4002,"reason":null}},"similar":[{"owner":"rust-lang","name":"mdBook","rank":1382},{"owner":"slint-ui","name":"slint","rank":1388},{"owner":"withcoral","name":"coral","rank":1395},{"owner":"crate-ci","name":"typos","rank":1398},{"owner":"rust-cross","name":"cargo-zigbuild","rank":1426}]},"GRVYDEV/Project-Lightspeed":{"detail":{"owner":"GRVYDEV","name":"Project-Lightspeed","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"83873daac897a5ff047c805f301ed08dd1a240a4a57d7a2a551197d91eaf166f","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":[]},"homeassistant-ai/ha-mcp":{"detail":{"owner":"homeassistant-ai","name":"ha-mcp","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"ca300de0773527807576e7ea75a029f5cb8afb21c63062d2a6654d6eafba3e36","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1186,"tie_group":null,"porchlamp":60.55,"coverage":0.8125,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":53.14,"friction":29.33,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":92.887833559475,"c_responsiveness":0.55,"p_criticality":33.034468766133,"c_criticality":1.0,"p_governance":59.25,"c_governance":1.0,"p_rigor":82.58036,"c_rigor":1.0,"p_accessibility":32.2375,"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":66.2,"coverage":0.86,"tier":"B","rated":true},"balanced":{"porchlamp":60.55,"coverage":0.8125,"tier":"B","rated":true},"career_capital":{"porchlamp":53.73,"coverage":0.81,"tier":"C","rated":true},"first_timer":{"porchlamp":62.63,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":58.44,"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/homeassistant-ai__ha-mcp.json","source_sha256":"67bc6f505a17817c193a8d69157472a12e51727088b4faa73450df6518b6efcf","fetched_at":"2026-10-28T01:45:45.013690+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":19.23076923076923,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/homeassistant-ai__ha-mcp.json","source_sha256":"c969a4a11a1906b6461219dd89789288f0ac0de9d245cf6e7f29a13f904aae46","fetched_at":"2026-10-27T10:42:21.698867+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":55232,"score":36.99664429530201,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__ha-mcp.json","source_sha256":"4b6179989a4b28f051018b9c55a3621e56c0a716984088affaf4fa2accdae604","fetched_at":"2026-10-30T14:03:15.899962+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":84.125,"score":84.125,"n":13,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/homeassistant-ai__ha-mcp.json","source_sha256":"8fe938403b2d6de121a73d0d18fa0709cd484c4bc2a003f4da4903588bac060a","fetched_at":"2026-10-26T03:23:06.200541+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":1394,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/homeassistant-ai__ha-mcp.json","source_sha256":"1508162d3434a14c1426b98abd67772ed9aa8b0ec9d902ad70af4fa8bae1c7da","fetched_at":"2026-10-29T08:55:17.079962+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.0,"score":100.0,"n":83,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/homeassistant-ai__ha-mcp.json","source_sha256":"d4f8b172359505bd0a48453cfc2dfaf508fbaa1de0f9d8af1ddeee53fb8ee4bc","fetched_at":"2026-10-20T04:41:19.811019+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/homeassistant-ai__ha-mcp.json","source_sha256":"67bc6f505a17817c193a8d69157472a12e51727088b4faa73450df6518b6efcf","fetched_at":"2026-10-28T01:45:45.013690+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/homeassistant-ai__ha-mcp.json","source_sha256":"e56876a3a49c49cc82fc124ee6c280a03a95e4d44e47359a9fe6dc988bd461c4","fetched_at":"2026-10-27T10:42:10.908758+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4598,"score":45.98,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/homeassistant-ai__ha-mcp.json","source_sha256":"f7daa7eb6fc75c9905064aca6703dfb851456e8ec13cfd93356ac0620061e67b","fetched_at":"2026-10-29T08:55:17.232988+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":60.2009,"score":60.2009,"n":1095,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/homeassistant-ai__ha-mcp.json","source_sha256":"d4f8b172359505bd0a48453cfc2dfaf508fbaa1de0f9d8af1ddeee53fb8ee4bc","fetched_at":"2026-10-27T10:42:25.098336+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/homeassistant-ai__ha-mcp.json","source_sha256":"67bc6f505a17817c193a8d69157472a12e51727088b4faa73450df6518b6efcf","fetched_at":"2026-10-28T01:45:45.013690+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":0.9314,"score":100.0,"n":102,"window_start":"2026-04-23T04:41:19.811019+00:00","window_end":"2026-10-20T04:41:19.811019+00:00","method":"primary","source":"raw/pr_window/homeassistant-ai__ha-mcp.json","source_sha256":"d4f8b172359505bd0a48453cfc2dfaf508fbaa1de0f9d8af1ddeee53fb8ee4bc","fetched_at":"2026-10-20T04:41:19.811019+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":0.0126,"score":100.0,"n":108,"window_start":"2026-04-23T04:41:19.811019+00:00","window_end":"2026-10-20T04:41:19.811019+00:00","method":"primary","source":"raw/pr_window/homeassistant-ai__ha-mcp.json","source_sha256":"d4f8b172359505bd0a48453cfc2dfaf508fbaa1de0f9d8af1ddeee53fb8ee4bc","fetched_at":"2026-10-20T04:41:19.811019+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":276.4239,"score":60.88308457711443,"n":83,"window_start":"2026-04-23T04:41:19.811019+00:00","window_end":"2026-10-20T04:41:19.811019+00:00","method":"primary","source":"raw/pr_window/homeassistant-ai__ha-mcp.json","source_sha256":"d4f8b172359505bd0a48453cfc2dfaf508fbaa1de0f9d8af1ddeee53fb8ee4bc","fetched_at":"2026-10-20T04:41:19.811019+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to homeassistant-ai/ha-mcp got a first human reply in a median of 1 minute (108 pull requests, 23 April to 20 October 2026); 0% got none within 14 days.","It ranks 1,186 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1186,"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":633,"total":4002,"reason":null}},"similar":[{"owner":"flwrlabs","name":"flower","rank":1178},{"owner":"wanshuiyin","name":"Auto-claude-code-research-in-sleep","rank":1180},{"owner":"microsoft","name":"agent-governance-toolkit","rank":1181},{"owner":"virgiliojr94","name":"book-to-skill","rank":1184},{"owner":"caronc","name":"apprise","rank":1191}]},"hsutter/cppfront":{"detail":{"owner":"hsutter","name":"cppfront","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"9020e2c77c6b6f7ec71f34bc91fa7794b5e807d3175441627295e65e236a3131","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":[]},"ianstormtaylor/slate":{"detail":{"owner":"ianstormtaylor","name":"slate","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"99c2a8f283acb7bc95b724ddf2e40c2e1cfc66ef9b082b8fe2db984a301a0adf","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2485,"tie_group":656,"porchlamp":52.04,"coverage":0.9375,"tier":"C","tier_ceiling":null,"quadrant":"Crucible","leverage":58.6,"friction":54.01,"leverage_coverage":1.0,"friction_coverage":0.875,"p_responsiveness":43.470387716262,"c_responsiveness":0.75,"p_criticality":68.807271557294,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":47.0,"c_rigor":1.0,"p_accessibility":45.5,"c_accessibility":1.0,"persona_gates":{"senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":51.03,"coverage":0.95,"tier":"C","rated":true},"balanced":{"porchlamp":52.04,"coverage":0.9375,"tier":"C","rated":true},"career_capital":{"porchlamp":54.15,"coverage":0.95,"tier":"C","rated":true},"first_timer":{"porchlamp":48.02,"coverage":0.9125,"tier":"C","rated":true},"senior_systems":{"porchlamp":54.9,"coverage":0.9625,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/ianstormtaylor__slate.json","source_sha256":"12d901816dbbc481dbf5789efa212832deaf2bd8046897798226216e95811d4d","fetched_at":"2026-10-27T20:59:48.507264+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":1216,"score":76.01674641148325,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/ianstormtaylor__slate.json","source_sha256":"965ac54c2d61efd3d903510cbbe6d65a3b11d6c47906f64c66d3f58920de88c5","fetched_at":"2026-10-26T14:11:24.245198+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":11872671,"score":72.08029197080292,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__slate.json","source_sha256":"4ca9cb6876ee21655f22bc70639a9a237e4a97d54d99572482720d4436665d92","fetched_at":"2026-10-30T08:30:30.174388+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/ianstormtaylor__slate.json","source_sha256":"bcd663b2776f790f81015c0657fe6347883aecd87bf7a8d72d87dc47f329ac20","fetched_at":"2026-10-24T21:26:22.690694+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":244,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/ianstormtaylor__slate.json","source_sha256":"ccefa03cb41ff56458a4deae8736a4d8236ff95a655217c890fe05006d819145","fetched_at":"2026-10-28T09:29:46.952451+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.2777777777777778,"score":44.44444444444444,"n":18,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/ianstormtaylor__slate.json","source_sha256":"e60fc00a2f04044f283c089cb98cbb3a261e4e8030c73cadcf5a349f9a9d2310","fetched_at":"2026-10-19T02:00:41.825139+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/ianstormtaylor__slate.json","source_sha256":"12d901816dbbc481dbf5789efa212832deaf2bd8046897798226216e95811d4d","fetched_at":"2026-10-27T20:59:48.507264+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.8182,"score":100.0,"n":11,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/ianstormtaylor__slate.json","source_sha256":"c8663791cc3e02a8fe0b979128bdf4ff95a154b5038a68ad7bdb144cfafdc0fb","fetched_at":"2026-10-10T20:06:46.761118+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.6667,"score":100.0,"n":9,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/ianstormtaylor__slate.json","source_sha256":"c8663791cc3e02a8fe0b979128bdf4ff95a154b5038a68ad7bdb144cfafdc0fb","fetched_at":"2026-10-10T20:06:46.761118+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/ianstormtaylor__slate.json","source_sha256":"dd9d09cd3289f23439f40a8ea6e8317e1e82cceb7e97a66729d2f6b6dcc105bb","fetched_at":"2026-10-26T14:11:08.469654+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5823,"score":58.230000000000004,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/ianstormtaylor__slate.json","source_sha256":"dff548d6dec553ceaf6823818010bf3ddc8a4f4ca5d8ba3d3c2c430f4c0e2dfe","fetched_at":"2026-10-28T09:29:46.992613+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":50.0,"score":50.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/ianstormtaylor__slate.json","source_sha256":"3fd77491eac424c2b7f0de66f682efba65b82ff725e0fea72a3b14184f62e560","fetched_at":"2026-10-30T08:30:28.294951+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/ianstormtaylor__slate.json","source_sha256":"12d901816dbbc481dbf5789efa212832deaf2bd8046897798226216e95811d4d","fetched_at":"2026-10-27T20:59:48.507264+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/ianstormtaylor__slate.json","source_sha256":"c8663791cc3e02a8fe0b979128bdf4ff95a154b5038a68ad7bdb144cfafdc0fb","fetched_at":"2026-10-10T20:06:46.761118+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.4,"score":50.0,"n":25,"window_start":"2026-04-22T02:00:41.825139+00:00","window_end":"2026-10-19T02:00:41.825139+00:00","method":"primary","source":"raw/pr_window/ianstormtaylor__slate.json","source_sha256":"e60fc00a2f04044f283c089cb98cbb3a261e4e8030c73cadcf5a349f9a9d2310","fetched_at":"2026-10-19T02:00:41.825139+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":113.9167,"score":18.828176292176764,"n":19,"window_start":"2026-04-22T02:00:41.825139+00:00","window_end":"2026-10-19T02:00:41.825139+00:00","method":"primary","source":"raw/pr_window/ianstormtaylor__slate.json","source_sha256":"e60fc00a2f04044f283c089cb98cbb3a261e4e8030c73cadcf5a349f9a9d2310","fetched_at":"2026-10-19T02:00:41.825139+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":2129.2267,"score":2.876712328767127,"n":25,"window_start":"2026-04-22T02:00:41.825139+00:00","window_end":"2026-10-19T02:00:41.825139+00:00","method":"primary","source":"raw/pr_window/ianstormtaylor__slate.json","source_sha256":"e60fc00a2f04044f283c089cb98cbb3a261e4e8030c73cadcf5a349f9a9d2310","fetched_at":"2026-10-19T02:00:41.825139+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to ianstormtaylor/slate got a first human reply in a median of 4.7 days (19 pull requests, 22 April to 19 October 2026); 28% got none within 14 days.","It ranks 2,485 of 4,044 overall.","For first-time contributors it ranks 1,580 of 1,904 (the bottom 18%)."],"standings":{"balanced":{"rank":2485,"total":4044,"reason":null},"first_timer":{"rank":1580,"total":1904,"reason":null},"career_capital":{"rank":702,"total":872,"reason":null},"senior_systems":{"rank":null,"total":986,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":2724,"total":4002,"reason":null}},"similar":[{"owner":"reactive-resume","name":"app","rank":2470},{"owner":"zgsm-ai","name":"costrict","rank":2479},{"owner":"tiann","name":"hapi","rank":2481},{"owner":"slidevjs","name":"slidev","rank":2484},{"owner":"Vencord","name":"Vesktop","rank":2496}]},"johnste/finicky":{"detail":{"owner":"johnste","name":"finicky","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"ab723db22b4861af2823a8b79c44809df680d0353db4cac5519e8a6342edcede","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2082,"tie_group":540,"porchlamp":54.71,"coverage":0.7325,"tier":"C","tier_ceiling":"B","quadrant":"Nursery","leverage":33.26,"friction":24.14,"leverage_coverage":0.91,"friction_coverage":0.57,"p_responsiveness":100.0,"c_responsiveness":0.2,"p_criticality":23.174253687316,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":38.571428571429,"c_rigor":0.7,"p_accessibility":53.529411764706,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":51.06,"coverage":0.72,"tier":"C","rated":true},"balanced":{"porchlamp":54.71,"coverage":0.7325,"tier":"C","rated":true},"career_capital":{"porchlamp":50.25,"coverage":0.78,"tier":"C","rated":true},"first_timer":{"porchlamp":64.81,"coverage":0.645,"tier":"B","rated":true},"senior_systems":{"porchlamp":46.13,"coverage":0.8125,"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/johnste__finicky.json","source_sha256":"0a228fc664557314d7ec279c4dd5469b0336ee62f492108e44436b9e4f3c11a6","fetched_at":"2026-10-28T01:38:21.578353+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/johnste__finicky.json","source_sha256":"4380fc9fc1da416e1c28889e6ad5b29345c8bf12dce8697dea345330638d92ed","fetched_at":"2026-10-27T10:08:16.289267+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":18,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/johnste__finicky.json","source_sha256":"1b82070425d3ab78ef48622d97e0a88ab9999c898282344b28ef8080f9afc885","fetched_at":"2026-10-26T02:45:54.982992+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":31,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/johnste__finicky.json","source_sha256":"adf5363ab38df5b73518e6e38b8720350c284bcaea284342c27000b91af26deb","fetched_at":"2026-10-29T08:24:27.453700+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.6666666666666666,"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/johnste__finicky.json","source_sha256":"0a228fc664557314d7ec279c4dd5469b0336ee62f492108e44436b9e4f3c11a6","fetched_at":"2026-10-28T01:38:21.578353+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.8333,"score":100.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/johnste__finicky.json","source_sha256":"2e83102f78e3c0d8b66211ad46827679931d2347fe2019140551f0fa911e0576","fetched_at":"2026-10-11T02:02:11.284305+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.8,"score":100.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/johnste__finicky.json","source_sha256":"2e83102f78e3c0d8b66211ad46827679931d2347fe2019140551f0fa911e0576","fetched_at":"2026-10-11T02:02:11.284305+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/johnste__finicky.json","source_sha256":"073f7a38ec94e1427e4dab7973904aa8793d80e01a71e6d014b2d820d6a10d94","fetched_at":"2026-10-27T10:08:11.473472+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3196,"score":31.96,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/johnste__finicky.json","source_sha256":"3ff229f320222530db215e69d914af99a99ed7170c81324da83f72c1e71a8436","fetched_at":"2026-10-29T08:24:27.473648+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/johnste__finicky.json","source_sha256":"7f54dce7f1a284089cc87adbda21f212c2450fbe348ece7a7aa78fe498f5bdbf","fetched_at":"2026-10-30T13:55:52.847940+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/johnste__finicky.json","source_sha256":"0a228fc664557314d7ec279c4dd5469b0336ee62f492108e44436b9e4f3c11a6","fetched_at":"2026-10-28T01:38:21.578353+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 johnste/finicky, 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 2,082 of 4,044 overall.","For first-time contributors it ranks 543 of 1,904 (the top 29%)."],"standings":{"balanced":{"rank":2082,"total":4044,"reason":null},"first_timer":{"rank":543,"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":2722,"total":4002,"reason":null}},"similar":[{"owner":"abiosoft","name":"colima","rank":2081},{"owner":"multica-ai","name":"multica","rank":2089},{"owner":"WuKongIM","name":"WuKongIM","rank":2092},{"owner":"kserve","name":"kserve","rank":2095},{"owner":"micro-editor","name":"micro","rank":2096}]},"Jrohy/trojan":{"detail":{"owner":"Jrohy","name":"trojan","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"5459dfce7f1e360cc5f2a37a89e778e6002be32def00e1906448560dda52b4c8","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":[]},"kolodny/immutability-helper":{"detail":{"owner":"kolodny","name":"immutability-helper","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"9f12e2664c255b9a56f26db6a37b9ab3074734780021a48c18281e1aed31c9d8","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":[]},"Kr1s77/awesome-python-login-model":{"detail":{"owner":"Kr1s77","name":"awesome-python-login-model","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"69edf59649242b4c40997a038790bafd8ecfe4efbf9d282d8cf34c51ba0d9bca","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":[]},"M66B/NetGuard":{"detail":{"owner":"M66B","name":"NetGuard","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"a1c681484a270feed02828c59331ab5ec87926402a6f54df1e8c9115d7e56047","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":[]},"microsoft/react-native-code-push":{"detail":{"owner":"microsoft","name":"react-native-code-push","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"3a4405c937bce97da62822db25b483d95cb357d205a2e5513c9e2baf056b2c5a","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":[]},"naver/billboard.js":{"detail":{"owner":"naver","name":"billboard.js","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"8f6b8ec0a13006dea70ac5716d1284765d21d80fe91099dd4ae0a85f137b5787","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3691,"tie_group":null,"porchlamp":40.27,"coverage":0.7575,"tier":"C","tier_ceiling":"B","quadrant":"Crucible","leverage":52.5,"friction":68.04,"leverage_coverage":0.91,"friction_coverage":0.62,"p_responsiveness":29.117199391172,"c_responsiveness":0.3,"p_criticality":44.093473468841,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":67.857142857143,"c_rigor":0.7,"p_accessibility":11.25,"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":47.09,"coverage":0.74,"tier":"C","rated":true},"balanced":{"porchlamp":40.27,"coverage":0.7575,"tier":"C","rated":true},"career_capital":{"porchlamp":37.87,"coverage":0.8,"tier":"D","rated":true},"first_timer":{"porchlamp":32.34,"coverage":0.68,"tier":"D","rated":true},"senior_systems":{"porchlamp":46.56,"coverage":0.8275,"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/naver__billboard.js.json","source_sha256":"1ad534da507dfdfcf7ca3ef87b27a94058969bd85b156cffccf03c587a3a8e3d","fetched_at":"2026-10-28T00:56:03.190356+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":45,"score":45.99282296650718,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/naver__billboard.js.json","source_sha256":"863f46176f6f4e414f8285183630119fd76183448bd42f022cb8276407168d54","fetched_at":"2026-10-27T06:08:44.126914+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":173243,"score":37.89537712895377,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__billboard.js.json","source_sha256":"f2ea67b8cd4095df46a171f738ef7789a7765b1661d544148bb34d8509ac383a","fetched_at":"2026-10-30T13:07:01.815385+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":63.75,"score":63.75,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/naver__billboard.js.json","source_sha256":"7e5fdc13e53536d42d9946f9ff7adc83419bc1217648abe6ff13e76cbe14b3b2","fetched_at":"2026-10-25T23:33:47.619298+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":116,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/naver__billboard.js.json","source_sha256":"d73959b10216798e970fd038fc9c3289e02e93c95bca8e7655af129db5aa6e4c","fetched_at":"2026-10-29T05:28:24.440621+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.0,"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/naver__billboard.js.json","source_sha256":"1ad534da507dfdfcf7ca3ef87b27a94058969bd85b156cffccf03c587a3a8e3d","fetched_at":"2026-10-28T00:56:03.190356+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.0,"score":0.0,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/naver__billboard.js.json","source_sha256":"b5c6e780a7eaba72ceb5759ef22b7b0566f87bf5640b579862698a1d755dcf5b","fetched_at":"2026-10-11T00:47:05.487995+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/naver__billboard.js.json","source_sha256":"b5c6e780a7eaba72ceb5759ef22b7b0566f87bf5640b579862698a1d755dcf5b","fetched_at":"2026-10-11T00:47:05.487995+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/naver__billboard.js.json","source_sha256":"0de1642003d231ae4c8439ada6537ce87e0f3e02d3c2f22f42c4afbafb686d3c","fetched_at":"2026-10-27T06:08:36.125187+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4635,"score":46.35,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/naver__billboard.js.json","source_sha256":"1edd95f27a3749f68c211fc4bc4affe630136bf488c4c094a2921568f5132119","fetched_at":"2026-10-29T05:28:24.469082+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":47.5,"score":47.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/naver__billboard.js.json","source_sha256":"a6b78acdbf2019b8fc6e43fc90d0b235cf5e115efa2c8bdea359af5e1d747562","fetched_at":"2026-10-30T13:07:00.542133+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/naver__billboard.js.json","source_sha256":"1ad534da507dfdfcf7ca3ef87b27a94058969bd85b156cffccf03c587a3a8e3d","fetched_at":"2026-10-28T00:56:03.190356+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":63.3694,"score":87.35159817351598,"n":6,"window_start":"2026-04-22T20:54:42.558637+00:00","window_end":"2026-10-19T20:54:42.558637+00:00","method":"primary","source":"raw/pr_window/naver__billboard.js.json","source_sha256":"ed206040a9b0ca1f3f1dd428e535dc440814a6cbd2bd8101d5d5bc3da791db03","fetched_at":"2026-10-19T20:54:42.558637+00:00","unmeasured_reason":null}],"answer":["For naver/billboard.js, the reply time and the share with no reply within 14 days both have too small a sample to measure (0 and 5 pull requests counted; 10 needed).","It ranks 3,691 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":3691,"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":3192,"total":4002,"reason":null}},"similar":[{"owner":"vega","name":"vega-lite","rank":3686},{"owner":"DayuanJiang","name":"next-ai-draw-io","rank":3687},{"owner":"gka","name":"chroma.js","rank":3688},{"owner":"builderz-labs","name":"mission-control","rank":3689},{"owner":"parse-community","name":"parse-server","rank":3692}]},"navidrome/navidrome":{"detail":{"owner":"navidrome","name":"navidrome","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"2d0c2ab572e50d80db6a01c05105ce3be54041d80fee26793e098e6d8764d469","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3509,"tie_group":null,"porchlamp":42.67,"coverage":0.8125,"tier":"C","tier_ceiling":"A","quadrant":"Graveyard","leverage":39.38,"friction":51.54,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":56.415626049773,"c_responsiveness":0.55,"p_criticality":30.832253687316,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":46.205,"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":43.75,"coverage":0.86,"tier":"C","rated":true},"balanced":{"porchlamp":42.67,"coverage":0.8125,"tier":"C","rated":true},"career_capital":{"porchlamp":39.37,"coverage":0.81,"tier":"D","rated":true},"first_timer":{"porchlamp":42.67,"coverage":0.6925,"tier":"C","rated":true},"senior_systems":{"porchlamp":42.39,"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/navidrome__navidrome.json","source_sha256":"f232845cac92fe200ad6e423cda17b4192873353db719de333e073defb111c3a","fetched_at":"2026-10-27T21:29:57.136907+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/navidrome__navidrome.json","source_sha256":"895238844ed69f33083e0c35309cfe3f8d9dbb2c7291e3b7d6fe308b9c666f64","fetched_at":"2026-10-26T15:49:07.633169+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/navidrome__navidrome.json","source_sha256":"a3b4f85761394b872c6a2b080748a0df22d5268b49d9f6a4d84e6969d0b7b240","fetched_at":"2026-10-24T22:46:26.200083+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":817,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/navidrome__navidrome.json","source_sha256":"f6454db7e5fa72845c91dc0b092e7788bd9bc26f7f378616d524baa3d1db94d9","fetched_at":"2026-10-28T11:59:30.706177+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.5040650406504065,"score":0.0,"n":123,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/navidrome__navidrome.json","source_sha256":"7e2d096e0787d6835bccb58e183fcfb9db1ad2d88e8a9533395a0a44e82a73d9","fetched_at":"2026-10-20T18:53:31.419593+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/navidrome__navidrome.json","source_sha256":"f232845cac92fe200ad6e423cda17b4192873353db719de333e073defb111c3a","fetched_at":"2026-10-27T21:29:57.136907+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/navidrome__navidrome.json","source_sha256":"1da838248a00c56762070e083acffbc9dffbdd31357e793b286ffd62429043e2","fetched_at":"2026-10-26T15:49:00.954710+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4837,"score":48.370000000000005,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/navidrome__navidrome.json","source_sha256":"d4a1615978a28ce50e0ac578526fa9ff8378596fb662e30e177c57bc52e15c2c","fetched_at":"2026-10-28T11:59:30.770092+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":50.0,"score":50.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/navidrome__navidrome.json","source_sha256":"32f986208dcb782d83273757b03b4571dc0f5d83f6d73ef814942d80c2bfa1c3","fetched_at":"2026-10-30T08:58:06.617774+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/navidrome__navidrome.json","source_sha256":"f232845cac92fe200ad6e423cda17b4192873353db719de333e073defb111c3a","fetched_at":"2026-10-27T21:29:57.136907+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":0.3788,"score":47.35,"n":66,"window_start":"2026-04-23T18:53:31.419593+00:00","window_end":"2026-10-20T18:53:31.419593+00:00","method":"primary","source":"raw/pr_window/navidrome__navidrome.json","source_sha256":"7e2d096e0787d6835bccb58e183fcfb9db1ad2d88e8a9533395a0a44e82a73d9","fetched_at":"2026-10-20T18:53:31.419593+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":15.5963,"score":90.5457648750351,"n":42,"window_start":"2026-04-23T18:53:31.419593+00:00","window_end":"2026-10-20T18:53:31.419593+00:00","method":"primary","source":"raw/pr_window/navidrome__navidrome.json","source_sha256":"7e2d096e0787d6835bccb58e183fcfb9db1ad2d88e8a9533395a0a44e82a73d9","fetched_at":"2026-10-20T18:53:31.419593+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":553.2069,"score":38.648648648648646,"n":51,"window_start":"2026-04-23T18:53:31.419593+00:00","window_end":"2026-10-20T18:53:31.419593+00:00","method":"primary","source":"raw/pr_window/navidrome__navidrome.json","source_sha256":"7e2d096e0787d6835bccb58e183fcfb9db1ad2d88e8a9533395a0a44e82a73d9","fetched_at":"2026-10-20T18:53:31.419593+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to navidrome/navidrome got a first human reply in a median of 15.6 hours (42 pull requests, 23 April to 20 October 2026); 50% got none within 14 days.","It ranks 3,509 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":3509,"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":3496,"total":4002,"reason":null}},"similar":[{"owner":"terraform-linters","name":"tflint","rank":3497},{"owner":"bluenviron","name":"mediamtx","rank":3498},{"owner":"SagerNet","name":"sing-box","rank":3502},{"owner":"higress-group","name":"higress","rank":3505},{"owner":"asdf-vm","name":"asdf","rank":3514}]},"nolanlawson/fuite":{"detail":{"owner":"nolanlawson","name":"fuite","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"caf7e3fabd9572a44a2d9a2c790d0ce599eb82ab7aa6544bfe4d3d81d7983c0f","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":[]},"nukeop/nuclear":{"detail":{"owner":"nukeop","name":"nuclear","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"e8cc1931cbd2df34d6853217b1f6987d901f9dc1d480e6bb928f805f0c0c279c","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":4031,"tie_group":null,"porchlamp":26.41,"coverage":0.7325,"tier":"D","tier_ceiling":"B","quadrant":"Graveyard","leverage":40.07,"friction":83.09,"leverage_coverage":0.91,"friction_coverage":0.57,"p_responsiveness":0.0,"c_responsiveness":0.2,"p_criticality":19.226231323997,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":67.857142857143,"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":36.05,"coverage":0.72,"tier":"D","rated":true},"balanced":{"porchlamp":26.41,"coverage":0.7325,"tier":"D","rated":true},"career_capital":{"porchlamp":22.85,"coverage":0.78,"tier":"D","rated":true},"first_timer":{"porchlamp":18.93,"coverage":0.645,"tier":"D","rated":true},"senior_systems":{"porchlamp":33.37,"coverage":0.8125,"tier":"D","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/nukeop__nuclear.json","source_sha256":"74709a2bbe84d43acc81fe6109eeb076731cc7263aa061914a11d6fb6464d5ed","fetched_at":"2026-10-27T21:51:49.228465+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/nukeop__nuclear.json","source_sha256":"417ae78fd60deda9747db5569cad9de5ab1c4bdb6ffcace87790e0834c8acd9f","fetched_at":"2026-10-26T17:16:05.600504+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":324,"score":6.751824817518248,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__nuclear.json","source_sha256":"bec0c1d865c3f64e8e8f9f78000d897b093c950a75901e15931b9ddba0b8fb4c","fetched_at":"2026-10-30T09:20:59.133097+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/nukeop__nuclear.json","source_sha256":"db54f47c6372a9ee0e1cf035e7879451860c517870b73e2d3af2bafae1675871","fetched_at":"2026-10-24T23:53:24.578266+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":1710,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/nukeop__nuclear.json","source_sha256":"54f9d82ab9cfd067a303b89dbc3e537bc19e1cdc717a1d457588fd94003ab2cb","fetched_at":"2026-10-28T14:04:02.339776+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.4,"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/nukeop__nuclear.json","source_sha256":"74709a2bbe84d43acc81fe6109eeb076731cc7263aa061914a11d6fb6464d5ed","fetched_at":"2026-10-27T21:51:49.228465+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.0,"score":0.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/nukeop__nuclear.json","source_sha256":"687c29e4a347ca85f1a5baeb393539d978a85af61ba60c3d30cf1d271fb3313e","fetched_at":"2026-10-10T21:11:49.980622+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/nukeop__nuclear.json","source_sha256":"687c29e4a347ca85f1a5baeb393539d978a85af61ba60c3d30cf1d271fb3313e","fetched_at":"2026-10-10T21:11:49.980622+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/nukeop__nuclear.json","source_sha256":"65f4d9e8ecbbf7fb815b4e0584b131afed2d3a4851d3cdda6639126ba572ccd2","fetched_at":"2026-10-26T17:16:02.947898+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3473,"score":34.73,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/nukeop__nuclear.json","source_sha256":"8c57b19a73afbc6120e3505142028753b6329e798373459d0d939e970e8960b4","fetched_at":"2026-10-28T14:04:02.446135+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":47.5,"score":47.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/nukeop__nuclear.json","source_sha256":"74fbb8aa90b429082c6fbdb6c9b5bfbcfd78cc9790c71f137a93cf117d1791ab","fetched_at":"2026-10-30T09:20:57.525948+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/nukeop__nuclear.json","source_sha256":"74709a2bbe84d43acc81fe6109eeb076731cc7263aa061914a11d6fb6464d5ed","fetched_at":"2026-10-27T21:51:49.228465+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 nukeop/nuclear, the reply time and the share with no reply within 14 days both have too small a sample to measure (0 and 5 pull requests counted; 10 needed).","It ranks 4,031 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":4031,"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":3892,"total":4002,"reason":null}},"similar":[{"owner":"nicobailon","name":"visual-explainer","rank":4025},{"owner":"XxHuberrr","name":"Mineradio","rank":4026},{"owner":"fonoster","name":"fonoster","rank":4027},{"owner":"microsoft","name":"inshellisense","rank":4038},{"owner":"teableio","name":"teable","rank":4039}]},"nxtrace/NTrace-core":{"detail":{"owner":"nxtrace","name":"NTrace-core","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"b7988f8e7d4bfd1a9fb572ff3bd625f6690f47d650bdd79ac457bee916fd3211","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":[]},"persepolisdm/persepolis":{"detail":{"owner":"persepolisdm","name":"persepolis","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"30484987de47ff46802a60c39b54931d8736ef039fe28a668f0d9d625247e515","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":[]},"poloclub/cnn-explainer":{"detail":{"owner":"poloclub","name":"cnn-explainer","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"e25b8aa01c1263552a01699380149a81ac3f1e61739aa99db0bb033fc4c80053","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":[]},"pytorch/executorch":{"detail":{"owner":"pytorch","name":"executorch","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"87e958c49c8588b5779b27b9e1d8d80e760fef7b2a2c4fa23a9fadc4442d882c","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":807,"tie_group":null,"porchlamp":63.33,"coverage":0.8125,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":57.94,"friction":24.61,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":86.230105864014,"c_responsiveness":0.55,"p_criticality":35.78078755808,"c_criticality":1.0,"p_governance":91.25,"c_governance":1.0,"p_rigor":72.65258,"c_rigor":1.0,"p_accessibility":24.5,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate"},"persona_composites":{"ai_assisted":{"porchlamp":65.97,"coverage":0.86,"tier":"B","rated":true},"balanced":{"porchlamp":63.33,"coverage":0.8125,"tier":"B","rated":true},"career_capital":{"porchlamp":55.62,"coverage":0.81,"tier":"B","rated":true},"first_timer":{"porchlamp":62.06,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":64.03,"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/pytorch__executorch.json","source_sha256":"1a196700b65751b6975fc0c083f340aed2b73b07672bdc0f4aed770a35ffe8fa","fetched_at":"2026-10-28T01:39:01.484519+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":19.23076923076923,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/pytorch__executorch.json","source_sha256":"06bc62abb9d33c123a1800bca58835a7279c2b053a69bbcf3704c5f4f362c759","fetched_at":"2026-10-27T10:12:26.407469+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":93669,"score":40.68791946308725,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__executorch.json","source_sha256":"183f40ad6c63fc3d4007e4d60108920cda1fa006cd26280e0e354c88287dd15e","fetched_at":"2026-10-30T13:56:50.391499+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":35.0,"score":35.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/pytorch__executorch.json","source_sha256":"44a74507ee3d75afbb976f8d039b0f03e44d0dfb2ee134fb8c1f953cd8b2f8ff","fetched_at":"2026-10-26T02:49:05.986754+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":4,"score":100.0,"n":4953,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/pytorch__executorch.json","source_sha256":"4a25512ae266dfe94a9d4ca3b5f1778d286472fb12acac3f8938d3a2087e7e02","fetched_at":"2026-10-29T08:30:37.982655+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.11252268602540835,"score":77.49546279491832,"n":551,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/pytorch__executorch.json","source_sha256":"4520c6cbdce5f87fa0cba8813264b0ac274a765e9ce423d2f8055603b28fc3ef","fetched_at":"2026-10-23T17:53:34.400814+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"FOUNDATION_CLA","score":75.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/pytorch__executorch.json","source_sha256":"1a196700b65751b6975fc0c083f340aed2b73b07672bdc0f4aed770a35ffe8fa","fetched_at":"2026-10-28T01:39:01.484519+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":2,"score":20.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/pytorch__executorch.json","source_sha256":"7f0d52f33802c483ab2172474eeed0bf62bd05702f92192dfee1836406f1d26d","fetched_at":"2026-10-27T10:12:17.810157+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5119,"score":51.190000000000005,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/pytorch__executorch.json","source_sha256":"915898e7a228598c5e00969e4d46ff48359894f6163eabe35266e1d865ae5964","fetched_at":"2026-10-29T08:30:38.170859+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":87.0752,"score":87.0752,"n":731,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/pytorch__executorch.json","source_sha256":"4520c6cbdce5f87fa0cba8813264b0ac274a765e9ce423d2f8055603b28fc3ef","fetched_at":"2026-10-27T10:12:28.812166+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/pytorch__executorch.json","source_sha256":"1a196700b65751b6975fc0c083f340aed2b73b07672bdc0f4aed770a35ffe8fa","fetched_at":"2026-10-28T01:39:01.484519+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":0.2486,"score":31.075,"n":547,"window_start":"2026-04-26T17:53:34.400814+00:00","window_end":"2026-10-23T17:53:34.400814+00:00","method":"primary","source":"raw/pr_window/pytorch__executorch.json","source_sha256":"4520c6cbdce5f87fa0cba8813264b0ac274a765e9ce423d2f8055603b28fc3ef","fetched_at":"2026-10-23T17:53:34.400814+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":10.1121,"score":100.0,"n":532,"window_start":"2026-04-26T17:53:34.400814+00:00","window_end":"2026-10-23T17:53:34.400814+00:00","method":"primary","source":"raw/pr_window/pytorch__executorch.json","source_sha256":"4520c6cbdce5f87fa0cba8813264b0ac274a765e9ce423d2f8055603b28fc3ef","fetched_at":"2026-10-23T17:53:34.400814+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":295.4669,"score":58.02238805970149,"n":2297,"window_start":"2026-04-26T17:53:34.400814+00:00","window_end":"2026-10-23T17:53:34.400814+00:00","method":"primary","source":"raw/pr_window/pytorch__executorch.json","source_sha256":"4520c6cbdce5f87fa0cba8813264b0ac274a765e9ce423d2f8055603b28fc3ef","fetched_at":"2026-10-23T17:53:34.400814+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to pytorch/executorch got a first human reply in a median of 10.1 hours (532 pull requests, 26 April to 23 October 2026); 11% got none within 14 days.","It ranks 807 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":807,"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":430,"total":986,"reason":null},"ai_assisted":{"rank":671,"total":4002,"reason":null}},"similar":[{"owner":"dry-python","name":"returns","rank":793},{"owner":"tinygrad","name":"tinygrad","rank":794},{"owner":"HKUDS","name":"nanobot","rank":796},{"owner":"saltstack","name":"salt","rank":803},{"owner":"ansible","name":"ansible","rank":806}]},"rapidfuzz/strsim-rs":{"detail":{"owner":"rapidfuzz","name":"strsim-rs","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"52224114ff6a2ae52c15f94b3afa6fad2c6f402cf147535dee6cc38ed2a0d941","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":[]},"ROCm/hip":{"detail":{"owner":"ROCm","name":"hip","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"3659fd2807fe35644e4c64401bd5ab2aa0a1cf2a55657235330c0c51547d2a33","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":["ef_domain_mismatch"],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"Rust-GPU/rust-gpu":{"detail":{"owner":"Rust-GPU","name":"rust-gpu","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"09259cc95adbdfbdf6a452f1cb6989611fd41b7bddee0ffe3f24b8488a8d73db","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":525,"tie_group":94,"porchlamp":65.73,"coverage":0.915,"tier":"B","tier_ceiling":null,"quadrant":"Sweet Spot","leverage":53.05,"friction":22.43,"leverage_coverage":1.0,"friction_coverage":0.845,"p_responsiveness":83.335858585859,"c_responsiveness":0.75,"p_criticality":39.138352106933,"c_criticality":1.0,"p_governance":68.5,"c_governance":1.0,"p_rigor":65.94704,"c_rigor":1.0,"p_accessibility":76.764705882353,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":65.53,"coverage":0.935,"tier":"B","rated":true},"balanced":{"porchlamp":65.73,"coverage":0.915,"tier":"B","rated":true},"career_capital":{"porchlamp":62.59,"coverage":0.92,"tier":"B","rated":true},"first_timer":{"porchlamp":72.98,"coverage":0.8675,"tier":"A","rated":true},"senior_systems":{"porchlamp":60.35,"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":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Rust-GPU__rust-gpu.json","source_sha256":"70fc82030de2b8a4d6ca58dafc50f8df8f94d6e707c3ee57590b8aef8c400f9b","fetched_at":"2026-10-28T02:33:13.945012+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":1,"score":39.68668407310705,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/Rust-GPU__rust-gpu.json","source_sha256":"60e8d57f69085d7a21f583091a661952e464f80eb66fcbab651195070d241e37","fetched_at":"2026-10-27T15:11:54.927665+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":10038,"score":40.28871391076115,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__rust-gpu.json","source_sha256":"eeab9984b5aa49173314405986eee4ed595e3297d5341e3ce8f700b6a782c4d0","fetched_at":"2026-10-30T15:09:07.775777+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/Rust-GPU__rust-gpu.json","source_sha256":"968341638c2a4224ad8773260f339b72453d1272052dd513d73e6ce3672bddff","fetched_at":"2026-10-26T08:56:04.567466+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":360,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/Rust-GPU__rust-gpu.json","source_sha256":"f7d40049a02f09e56ed244072b677446f6ea5ef080c966e68412908719dc81f7","fetched_at":"2026-10-29T12:44:11.603910+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.1,"score":80.0,"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/Rust-GPU__rust-gpu.json","source_sha256":"fdb71d477f9f435e52170318d58bd1eca4ebfc2e709ab5cb0df242dcd5423fa6","fetched_at":"2026-10-22T21:31:04.413091+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Rust-GPU__rust-gpu.json","source_sha256":"70fc82030de2b8a4d6ca58dafc50f8df8f94d6e707c3ee57590b8aef8c400f9b","fetched_at":"2026-10-28T02:33:13.945012+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.8,"score":100.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Rust-GPU__rust-gpu.json","source_sha256":"a5f8e9054204b68bb25ef71eff151f17efce1910affce872095a7c56e6a9e064","fetched_at":"2026-10-11T03:01:41.694575+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.5,"score":100.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Rust-GPU__rust-gpu.json","source_sha256":"a5f8e9054204b68bb25ef71eff151f17efce1910affce872095a7c56e6a9e064","fetched_at":"2026-10-11T03:01:41.694575+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/Rust-GPU__rust-gpu.json","source_sha256":"be5cd05453456187d6e7edb4df0ed5ad79d9d1be633c2bada9ef1bdcb74a2ece","fetched_at":"2026-10-27T15:11:42.660689+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3769,"score":37.69,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/Rust-GPU__rust-gpu.json","source_sha256":"08a55d6598edd5ff3fc14a1da740f2bc73cc4a75ebc0e4de6c4da9c5a04f9e6c","fetched_at":"2026-10-29T12:44:11.628621+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":75.2051,"score":75.2051,"n":52,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/Rust-GPU__rust-gpu.json","source_sha256":"fdb71d477f9f435e52170318d58bd1eca4ebfc2e709ab5cb0df242dcd5423fa6","fetched_at":"2026-10-27T15:11:55.868462+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"VERIFIED","score":100.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Rust-GPU__rust-gpu.json","source_sha256":"70fc82030de2b8a4d6ca58dafc50f8df8f94d6e707c3ee57590b8aef8c400f9b","fetched_at":"2026-10-28T02:33:13.945012+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":0.6364,"score":79.55,"n":11,"window_start":"2026-04-25T21:31:04.413091+00:00","window_end":"2026-10-22T21:31:04.413091+00:00","method":"primary","source":"raw/pr_window/Rust-GPU__rust-gpu.json","source_sha256":"fdb71d477f9f435e52170318d58bd1eca4ebfc2e709ab5cb0df242dcd5423fa6","fetched_at":"2026-10-22T21:31:04.413091+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":8.1914,"score":100.0,"n":12,"window_start":"2026-04-25T21:31:04.413091+00:00","window_end":"2026-10-22T21:31:04.413091+00:00","method":"primary","source":"raw/pr_window/Rust-GPU__rust-gpu.json","source_sha256":"fdb71d477f9f435e52170318d58bd1eca4ebfc2e709ab5cb0df242dcd5423fa6","fetched_at":"2026-10-22T21:31:04.413091+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":1559.2639,"score":5.018939393939391,"n":9,"window_start":"2026-04-25T21:31:04.413091+00:00","window_end":"2026-10-22T21:31:04.413091+00:00","method":"primary","source":"raw/pr_window/Rust-GPU__rust-gpu.json","source_sha256":"fdb71d477f9f435e52170318d58bd1eca4ebfc2e709ab5cb0df242dcd5423fa6","fetched_at":"2026-10-22T21:31:04.413091+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to Rust-GPU/rust-gpu got a first human reply in a median of 8.2 hours (12 pull requests, 25 April to 22 October 2026); 10% got none within 14 days.","It ranks 525 of 4,044 overall.","For first-time contributors it ranks 159 of 1,904 (the top 9%)."],"standings":{"balanced":{"rank":525,"total":4044,"reason":null},"first_timer":{"rank":159,"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":728,"total":4002,"reason":null}},"similar":[{"owner":"aws","name":"aws-lambda-rust-runtime","rank":518},{"owner":"prefix-dev","name":"pixi","rank":526},{"owner":"apache","name":"iggy","rank":537},{"owner":"zed-industries","name":"zed","rank":542},{"owner":"ruffle-rs","name":"ruffle","rank":544}]},"rust-lang/futures-rs":{"detail":{"owner":"rust-lang","name":"futures-rs","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"58fc6b28181863662b11e976985bd23249c2e3c28019cc47e8c5170e7af86216","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2725,"tie_group":null,"porchlamp":50.37,"coverage":0.915,"tier":"C","tier_ceiling":null,"quadrant":"Crucible","leverage":64.92,"friction":63.11,"leverage_coverage":1.0,"friction_coverage":0.845,"p_responsiveness":27.553807078138,"c_responsiveness":0.75,"p_criticality":77.843541535604,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":53.0,"c_rigor":1.0,"p_accessibility":39.801176470588,"c_accessibility":0.85,"persona_gates":{"senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":51.18,"coverage":0.935,"tier":"C","rated":true},"balanced":{"porchlamp":50.37,"coverage":0.915,"tier":"C","rated":true},"career_capital":{"porchlamp":53.59,"coverage":0.92,"tier":"C","rated":true},"first_timer":{"porchlamp":42.24,"coverage":0.8675,"tier":"C","rated":true},"senior_systems":{"porchlamp":56.59,"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":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/rust-lang__futures-rs.json","source_sha256":"251b7bd48a0356896b504de8db732792162374817bc4633b017b00390657bec5","fetched_at":"2026-10-27T19:03:05.941514+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":11661,"score":98.56396866840731,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/rust-lang__futures-rs.json","source_sha256":"fadc0a7db57ee1d5701b633d42360326d1052b0d4ec5fbabf243a4ef386b220a","fetched_at":"2026-10-26T10:13:21.160365+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":68579680,"score":91.46981627296589,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__futures-rs.json","source_sha256":"5ca8e3fe0a65bbc635edd946ae863beece5795cd3c7793fd0ecb7842b640d817","fetched_at":"2026-10-30T07:22:14.291128+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/rust-lang__futures-rs.json","source_sha256":"b6aa99ad88d2f29391a5deddd270d41dffee7c2142c96b4c970f5de998d27ebb","fetched_at":"2026-10-24T19:04:33.377352+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":49,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/rust-lang__futures-rs.json","source_sha256":"c856f624dac2d97893fd36ebce34d9c1576f2ad07cb9127037595fa570a2353b","fetched_at":"2026-10-28T04:06:00.877165+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.6818181818181818,"score":0.0,"n":22,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/rust-lang__futures-rs.json","source_sha256":"28652232f913edcf2df5bf9420b864296242baca2307ce1c20b2a591ebc1278b","fetched_at":"2026-10-18T07:15:06.070729+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/rust-lang__futures-rs.json","source_sha256":"251b7bd48a0356896b504de8db732792162374817bc4633b017b00390657bec5","fetched_at":"2026-10-27T19:03:05.941514+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.8,"score":100.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/rust-lang__futures-rs.json","source_sha256":"de91face1fb4b26c847682e7a74823ac290240573ac194c6d4e9a66fe6a9662d","fetched_at":"2026-10-29T17:45:49.847659+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.3333,"score":66.66,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/rust-lang__futures-rs.json","source_sha256":"de91face1fb4b26c847682e7a74823ac290240573ac194c6d4e9a66fe6a9662d","fetched_at":"2026-10-29T17:45:49.847659+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/rust-lang__futures-rs.json","source_sha256":"b5b5d308e8189e1789425fc96f3a90ac1a3ff52cc202ea5dcd153cfd99daf4c3","fetched_at":"2026-10-26T10:13:05.958410+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4443,"score":44.43,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/rust-lang__futures-rs.json","source_sha256":"22304fdab17fd0c5fd9977a63cc9440f76d86373f202a66258131a715e92a3cb","fetched_at":"2026-10-28T04:06:00.886517+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":65.0,"score":65.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/rust-lang__futures-rs.json","source_sha256":"f5962654bf668146097673dc3003f6bccb387567cc75618fc387bea1020babd0","fetched_at":"2026-10-30T07:22:12.412787+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/rust-lang__futures-rs.json","source_sha256":"251b7bd48a0356896b504de8db732792162374817bc4633b017b00390657bec5","fetched_at":"2026-10-27T19:03:05.941514+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":0.4,"score":50.0,"n":10,"window_start":"2026-04-21T07:15:06.070729+00:00","window_end":"2026-10-18T07:15:06.070729+00:00","method":"primary","source":"raw/pr_window/rust-lang__futures-rs.json","source_sha256":"28652232f913edcf2df5bf9420b864296242baca2307ce1c20b2a591ebc1278b","fetched_at":"2026-10-18T07:15:06.070729+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":186.1653,"score":1.1130530488800048,"n":12,"window_start":"2026-04-21T07:15:06.070729+00:00","window_end":"2026-10-18T07:15:06.070729+00:00","method":"primary","source":"raw/pr_window/rust-lang__futures-rs.json","source_sha256":"28652232f913edcf2df5bf9420b864296242baca2307ce1c20b2a591ebc1278b","fetched_at":"2026-10-18T07:15:06.070729+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":1966.3453,"score":3.3143939393939377,"n":9,"window_start":"2026-04-21T07:15:06.070729+00:00","window_end":"2026-10-18T07:15:06.070729+00:00","method":"primary","source":"raw/pr_window/rust-lang__futures-rs.json","source_sha256":"28652232f913edcf2df5bf9420b864296242baca2307ce1c20b2a591ebc1278b","fetched_at":"2026-10-18T07:15:06.070729+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to rust-lang/futures-rs got a first human reply in a median of 7.8 days (12 pull requests, 21 April to 18 October 2026); 68% got none within 14 days.","It ranks 2,725 of 4,044 overall.","For first-time contributors it ranks 1,773 of 1,904 (the bottom 7%)."],"standings":{"balanced":{"rank":2725,"total":4044,"reason":null},"first_timer":{"rank":1773,"total":1904,"reason":null},"career_capital":{"rank":717,"total":872,"reason":null},"senior_systems":{"rank":null,"total":986,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":2710,"total":4002,"reason":null}},"similar":[{"owner":"teloxide","name":"teloxide","rank":2702},{"owner":"ouch-org","name":"ouch","rank":2712},{"owner":"FyroxEngine","name":"Fyrox","rank":2716},{"owner":"microsoft","name":"tgrep","rank":2727},{"owner":"pdeljanov","name":"Symphonia","rank":2737}]},"shwenzhang/AndResGuard":{"detail":{"owner":"shwenzhang","name":"AndResGuard","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"e0f569d5dead99aeaacdd9d128f7dc327ab113eff297111deea820f606169db0","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":[]},"sshuttle/sshuttle":{"detail":{"owner":"sshuttle","name":"sshuttle","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"8a46f463a38dd4a6b43cfdbddb6a5d502a69b3b1e65ca8ab0f76889fc8e23efe","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3442,"tie_group":924,"porchlamp":43.61,"coverage":0.7,"tier":"C","tier_ceiling":"B","quadrant":"Graveyard","leverage":47.21,"friction":57.05,"leverage_coverage":1.0,"friction_coverage":0.45,"p_responsiveness":47.201492537313,"c_responsiveness":0.1,"p_criticality":39.312985600772,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":58.19375,"c_rigor":1.0,"p_accessibility":21.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":47.35,"coverage":0.77,"tier":"C","rated":true},"balanced":{"porchlamp":43.61,"coverage":0.7,"tier":"C","rated":true},"career_capital":{"porchlamp":40.79,"coverage":0.72,"tier":"C","rated":true},"first_timer":{"porchlamp":null,"coverage":0.535,"tier":null,"rated":false},"senior_systems":{"porchlamp":46.15,"coverage":0.84,"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/sshuttle__sshuttle.json","source_sha256":"cf3d1f99d2b2d18e0057cb18485b686e6a419bb3898b72e08348aca61feef5a6","fetched_at":"2026-10-27T22:33:49.899942+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":1,"score":40.468227424749166,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/sshuttle__sshuttle.json","source_sha256":"5972648c3cf04f7e9cb44e1d04b0ede55eec60fd5ad80a8d93c69fe0c0d250e8","fetched_at":"2026-10-26T19:56:35.273108+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":85711,"score":40.01677852348993,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__sshuttle.json","source_sha256":"55a7c60c3fffe4d07d0b389d694b7584053f693c6c16a0915bc76168837faf45","fetched_at":"2026-10-30T10:13:24.141340+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/sshuttle__sshuttle.json","source_sha256":"153b36e262bd185f8d232ebbbaa6adafb402f9c2662bf5c7811cd6d45a315e51","fetched_at":"2026-10-25T02:02:59.426466+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":31,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/sshuttle__sshuttle.json","source_sha256":"f89e765a116f94dd023b1917349af7ce8f21c260e189dec837fd30b38cf0b9f4","fetched_at":"2026-10-28T17:35:18.981261+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.0,"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/sshuttle__sshuttle.json","source_sha256":"cf3d1f99d2b2d18e0057cb18485b686e6a419bb3898b72e08348aca61feef5a6","fetched_at":"2026-10-27T22:33:49.899942+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/sshuttle__sshuttle.json","source_sha256":"3b41748fe4bf86863075421106af74275290ca966eff1a414e4762d56e44a050","fetched_at":"2026-10-26T19:56:32.535771+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3749,"score":37.49,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/sshuttle__sshuttle.json","source_sha256":"2038681cb8101e40bb124c3953b095bd47652a6cf9bfea0e56e62d3c839b9df6","fetched_at":"2026-10-28T17:35:19.006714+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":65.0,"score":65.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/sshuttle__sshuttle.json","source_sha256":"882230657e62e19a8c7026761f1deb91fbd72e8230e027720df043cc0fc807ad","fetched_at":"2026-10-30T10:13:07.749866+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/sshuttle__sshuttle.json","source_sha256":"cf3d1f99d2b2d18e0057cb18485b686e6a419bb3898b72e08348aca61feef5a6","fetched_at":"2026-10-27T22:33:49.899942+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":0.5385,"score":67.3125,"n":13,"window_start":"2026-04-26T04:27:36.513538+00:00","window_end":"2026-10-23T04:27:36.513538+00:00","method":"primary","source":"raw/pr_window/sshuttle__sshuttle.json","source_sha256":"4653ea1e1b8b46f920eb735bc7ec3f8b31adf84b822ac89c5a7641aeae10bf86","fetched_at":"2026-10-23T04:27:36.513538+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":394.7403,"score":47.201492537313435,"n":11,"window_start":"2026-04-26T04:27:36.513538+00:00","window_end":"2026-10-23T04:27:36.513538+00:00","method":"primary","source":"raw/pr_window/sshuttle__sshuttle.json","source_sha256":"4653ea1e1b8b46f920eb735bc7ec3f8b31adf84b822ac89c5a7641aeae10bf86","fetched_at":"2026-10-23T04:27:36.513538+00:00","unmeasured_reason":null}],"answer":["For sshuttle/sshuttle, 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 3,442 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":3442,"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":3163,"total":4002,"reason":null}},"similar":[{"owner":"QuentinFuxa","name":"WhisperLiveKit","rank":3433},{"owner":"alirezarezvani","name":"claude-skills","rank":3436},{"owner":"OpenBMB","name":"UltraRAG","rank":3444},{"owner":"SWivid","name":"F5-TTS","rank":3447},{"owner":"SFTtech","name":"openage","rank":3448}]},"tiagozip/cap":{"detail":{"owner":"tiagozip","name":"cap","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"4cc38352b18b117f6aa446ee65f1b4b7f6b0bc4eb80be6e72029ef6d92cd2c58","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3150,"tie_group":null,"porchlamp":46.76,"coverage":0.94,"tier":"C","tier_ceiling":null,"quadrant":"Nursery","leverage":32.33,"friction":38.27,"leverage_coverage":0.88,"friction_coverage":1.0,"p_responsiveness":75.139481414912,"c_responsiveness":1.0,"p_criticality":27.282828647598,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":28.61875,"c_rigor":0.6,"p_accessibility":45.055,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":42.58,"coverage":0.86,"tier":"C","rated":true},"balanced":{"porchlamp":46.76,"coverage":0.94,"tier":"C","rated":true},"career_capital":{"porchlamp":44.02,"coverage":0.96,"tier":"C","rated":true},"first_timer":{"porchlamp":52.98,"coverage":0.96,"tier":"C","rated":true},"senior_systems":{"porchlamp":41.42,"coverage":0.92,"tier":"C","rated":true}},"suspicion":["closed_unread"],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/tiagozip__cap.json","source_sha256":"fd00e514a981b811a63bd0dbf21224f6eec3581efc65ed1e1ee26308cd587c8c","fetched_at":"2026-10-28T00:05:16.899967+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/tiagozip__cap.json","source_sha256":"306bb787a84c2a0989ea31d3f07a3edada42af964879471eab823c4b76e669c3","fetched_at":"2026-10-27T01:57:46.836271+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":126787,"score":36.19221411192214,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__cap.json","source_sha256":"eac340ee3821a2274cdb8c739692c11f152b81b5b8b9a3dd87650eb7233ef629","fetched_at":"2026-10-30T12:09:03.752631+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":1.0,"score":100.0,"n":13,"window_start":"2026-04-26T14:03:47.092683+00:00","window_end":"2026-07-25T14:03:47.092683+00:00","method":"primary","source":"raw/pr_window/tiagozip__cap.json","source_sha256":"d9be811c44ec800e4627c6c6887ab196c534b1d2d276d7a4464699b1bde52a0c","fetched_at":"2026-10-23T14:03:47.092683+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":13,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/tiagozip__cap.json","source_sha256":"a858f3c3686db14b8a0a7a06fcaad55d46d87477f656f9a4f55d8f095312a63e","fetched_at":"2026-10-25T20:08:26.479422+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":269,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/tiagozip__cap.json","source_sha256":"0a5164c057f2ea88e09a5e9dec82cea6e940dfa00708a9f00ce5dad4b31d6dea","fetched_at":"2026-10-28T23:16:56.795169+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.16666666666666666,"score":66.66666666666667,"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/tiagozip__cap.json","source_sha256":"d9be811c44ec800e4627c6c6887ab196c534b1d2d276d7a4464699b1bde52a0c","fetched_at":"2026-10-23T14:03:47.092683+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/tiagozip__cap.json","source_sha256":"fd00e514a981b811a63bd0dbf21224f6eec3581efc65ed1e1ee26308cd587c8c","fetched_at":"2026-10-28T00:05:16.899967+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.4643,"score":58.0375,"n":28,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/tiagozip__cap.json","source_sha256":"249577c4a11fd4eaaac0b3289bd1973876506fe8ea207d242aec07552a0e9fca","fetched_at":"2026-10-10T23:57:17.641030+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.4615,"score":92.30000000000001,"n":13,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/tiagozip__cap.json","source_sha256":"249577c4a11fd4eaaac0b3289bd1973876506fe8ea207d242aec07552a0e9fca","fetched_at":"2026-10-10T23:57:17.641030+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/tiagozip__cap.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-27T01:57:36.027008+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3672,"score":36.720000000000006,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/tiagozip__cap.json","source_sha256":"08fd71362e352eff2333d11fd2a00c34a005734fb4e523f25502f224d5365f6e","fetched_at":"2026-10-28T23:16:56.827053+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":93.3333,"score":null,"n":9,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/tiagozip__cap.json","source_sha256":"fd00e514a981b811a63bd0dbf21224f6eec3581efc65ed1e1ee26308cd587c8c","fetched_at":"2026-10-28T00:05:16.899967+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/tiagozip__cap.json","source_sha256":"249577c4a11fd4eaaac0b3289bd1973876506fe8ea207d242aec07552a0e9fca","fetched_at":"2026-10-10T23:57:17.641030+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.1379,"score":17.2375,"n":29,"window_start":"2026-04-26T14:03:47.092683+00:00","window_end":"2026-10-23T14:03:47.092683+00:00","method":"primary","source":"raw/pr_window/tiagozip__cap.json","source_sha256":"d9be811c44ec800e4627c6c6887ab196c534b1d2d276d7a4464699b1bde52a0c","fetched_at":"2026-10-23T14:03:47.092683+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":24.3468,"score":74.48255601013437,"n":16,"window_start":"2026-04-26T14:03:47.092683+00:00","window_end":"2026-10-23T14:03:47.092683+00:00","method":"primary","source":"raw/pr_window/tiagozip__cap.json","source_sha256":"d9be811c44ec800e4627c6c6887ab196c534b1d2d276d7a4464699b1bde52a0c","fetched_at":"2026-10-23T14:03:47.092683+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":202.2711,"score":61.87214611872146,"n":9,"window_start":"2026-04-26T14:03:47.092683+00:00","window_end":"2026-10-23T14:03:47.092683+00:00","method":"primary","source":"raw/pr_window/tiagozip__cap.json","source_sha256":"d9be811c44ec800e4627c6c6887ab196c534b1d2d276d7a4464699b1bde52a0c","fetched_at":"2026-10-23T14:03:47.092683+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to tiagozip/cap got a first human reply in a median of 24.3 hours (16 pull requests, 26 April to 23 October 2026); 17% got none within 14 days.","It ranks 3,150 of 4,044 overall.","For first-time contributors it ranks 1,324 of 1,904 (the bottom 31%)."],"standings":{"balanced":{"rank":3150,"total":4044,"reason":null},"first_timer":{"rank":1324,"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":3590,"total":4002,"reason":null}},"similar":[{"owner":"n4ze3m","name":"page-assist","rank":3139},{"owner":"OHIF","name":"Viewers","rank":3143},{"owner":"ljharb","name":"qs","rank":3154},{"owner":"tt-a1i","name":"archify","rank":3155},{"owner":"huggingface","name":"transformers.js","rank":3160}]},"vmware-tanzu/kubeapps":{"detail":{"owner":"vmware-tanzu","name":"kubeapps","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"003a8494dc5b2a0f27d69a358dd941e508234a97755291c618eaaa503e0fc5fb","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":[]},"webrtc-rs/webrtc":{"detail":{"owner":"webrtc-rs","name":"webrtc","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"cc4357e5bfeaea36a4416055c6f9a7ac72082c015ccfe6862698419208efc76e","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":868,"tie_group":null,"porchlamp":62.84,"coverage":0.9375,"tier":"B","tier_ceiling":null,"quadrant":"Sweet Spot","leverage":56.72,"friction":30.31,"leverage_coverage":1.0,"friction_coverage":0.875,"p_responsiveness":83.016464646465,"c_responsiveness":0.75,"p_criticality":59.893271591867,"c_criticality":1.0,"p_governance":59.25,"c_governance":1.0,"p_rigor":49.73375,"c_rigor":1.0,"p_accessibility":52.037,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"high_barrier_to_entry","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":60.08,"coverage":0.95,"tier":"B","rated":true},"balanced":{"porchlamp":62.84,"coverage":0.9375,"tier":"B","rated":true},"career_capital":{"porchlamp":61.83,"coverage":0.95,"tier":"B","rated":true},"first_timer":{"porchlamp":64.52,"coverage":0.9125,"tier":"B","rated":true},"senior_systems":{"porchlamp":60.78,"coverage":0.9625,"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/webrtc-rs__webrtc.json","source_sha256":"50146ce0e453ee7a7461dd420a0a788312ca196b8c1556e875043617b3ba6eef","fetched_at":"2026-10-28T01:35:10.744611+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":28,"score":66.97127937336815,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/webrtc-rs__webrtc.json","source_sha256":"d5124fb53389101ec4c1809592f43d726e85739a07628b77424f745d8316f210","fetched_at":"2026-10-27T09:49:45.348103+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":787467,"score":69.68503937007874,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__webrtc.json","source_sha256":"b5c598a042d682868b7908d44c2c4c395480b150a12af6fc4ea10552bb43ee49","fetched_at":"2026-10-30T13:52:32.044770+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/webrtc-rs__webrtc.json","source_sha256":"d07c69d8562da760a210ec05dbe37e90fcb1217adf4d2ee69bb58a7a090c5a32","fetched_at":"2026-10-26T02:30:42.158463+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":337,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/webrtc-rs__webrtc.json","source_sha256":"b41c011189cdd13c87fc910937303b534c43786ed1e99844c8c33f5b5fe52ff8","fetched_at":"2026-10-29T08:11:49.278672+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.0,"score":100.0,"n":29,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/webrtc-rs__webrtc.json","source_sha256":"7eb6b965894a8fe2a9514a24a5b883cdd27c42a8e2f837ac8229e1f1297de3b4","fetched_at":"2026-10-20T04:13:44.215076+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/webrtc-rs__webrtc.json","source_sha256":"50146ce0e453ee7a7461dd420a0a788312ca196b8c1556e875043617b3ba6eef","fetched_at":"2026-10-28T01:35:10.744611+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.3636,"score":45.449999999999996,"n":11,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/webrtc-rs__webrtc.json","source_sha256":"9f285087b7c0aa691bd155e23fb4a56f9450b9482c8d1cef85ffc7497c7a312e","fetched_at":"2026-10-11T01:47:54.106031+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.6364,"score":100.0,"n":11,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/webrtc-rs__webrtc.json","source_sha256":"9f285087b7c0aa691bd155e23fb4a56f9450b9482c8d1cef85ffc7497c7a312e","fetched_at":"2026-10-11T01:47:54.106031+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/webrtc-rs__webrtc.json","source_sha256":"8497273c016b8d4d3a8d7c7a5d3873a66f7a02cb641e976a9f64ac1680c92c8f","fetched_at":"2026-10-27T09:49:32.131591+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4481,"score":44.81,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/webrtc-rs__webrtc.json","source_sha256":"26dcbc5762f09ceba14b7ea6e155b958e1aa0f7a585619d51cb6a9fc15a37c76","fetched_at":"2026-10-29T08:11:49.319080+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":57.5,"score":57.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/webrtc-rs__webrtc.json","source_sha256":"d1d4072b72a278dcac0e9f4d11c427fb167320f84585efcac952326d488c1fc9","fetched_at":"2026-10-30T13:52:30.706976+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/webrtc-rs__webrtc.json","source_sha256":"50146ce0e453ee7a7461dd420a0a788312ca196b8c1556e875043617b3ba6eef","fetched_at":"2026-10-28T01:35:10.744611+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.1429,"score":28.58,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/webrtc-rs__webrtc.json","source_sha256":"9f285087b7c0aa691bd155e23fb4a56f9450b9482c8d1cef85ffc7497c7a312e","fetched_at":"2026-10-11T01:47:54.106031+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.3929,"score":49.112500000000004,"n":28,"window_start":"2026-04-23T04:13:44.215076+00:00","window_end":"2026-10-20T04:13:44.215076+00:00","method":"primary","source":"raw/pr_window/webrtc-rs__webrtc.json","source_sha256":"7eb6b965894a8fe2a9514a24a5b883cdd27c42a8e2f837ac8229e1f1297de3b4","fetched_at":"2026-10-20T04:13:44.215076+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":9.3137,"score":100.0,"n":32,"window_start":"2026-04-23T04:13:44.215076+00:00","window_end":"2026-10-20T04:13:44.215076+00:00","method":"primary","source":"raw/pr_window/webrtc-rs__webrtc.json","source_sha256":"7eb6b965894a8fe2a9514a24a5b883cdd27c42a8e2f837ac8229e1f1297de3b4","fetched_at":"2026-10-20T04:13:44.215076+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":109.5317,"score":81.72348484848484,"n":23,"window_start":"2026-04-23T04:13:44.215076+00:00","window_end":"2026-10-20T04:13:44.215076+00:00","method":"primary","source":"raw/pr_window/webrtc-rs__webrtc.json","source_sha256":"7eb6b965894a8fe2a9514a24a5b883cdd27c42a8e2f837ac8229e1f1297de3b4","fetched_at":"2026-10-20T04:13:44.215076+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to webrtc-rs/webrtc got a first human reply in a median of 9.3 hours (32 pull requests, 23 April to 20 October 2026); 0% got none within 14 days.","It ranks 868 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":868,"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":1414,"total":4002,"reason":null}},"similar":[{"owner":"foundry-rs","name":"foundry","rank":852},{"owner":"eclipse-iceoryx","name":"iceoryx2","rank":856},{"owner":"actix","name":"actix-web","rank":875},{"owner":"tikv","name":"tikv","rank":877},{"owner":"DefGuard","name":"defguard","rank":883}]},"webtorrent/webtorrent":{"detail":{"owner":"webtorrent","name":"webtorrent","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"3e7124fbf83e6a2857395044af1e88c311ec21a16cf028abfcf4764c1628b5c8","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.6825,"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":45.4183693582,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":40.0,"c_rigor":0.7,"p_accessibility":25.294117647059,"c_accessibility":0.85,"persona_gates":{"ai_assisted":"insufficient_evidence:responsiveness","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:responsiveness","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.68,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.6825,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.74,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.575,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.7825,"tier":null,"rated":false}},"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/webtorrent__webtorrent.json","source_sha256":"a9845bf6fde85cddac39771362979cf36b25ffc70c99599be40a5c55d7f9551f","fetched_at":"2026-10-27T21:00:59.334989+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":191,"score":57.177033492822964,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/webtorrent__webtorrent.json","source_sha256":"1bd7757928e1dc8e49dd7e6475e383adae1f7a7e24cb4a7cc8749c00cbed7888","fetched_at":"2026-10-26T14:15:25.460232+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":107198,"score":34.428223844282236,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__webtorrent.json","source_sha256":"ab29bb07334536c60a9e6fbb5a8b63aa7e7fc6bd0124503bb3ca55dd75ff71d1","fetched_at":"2026-10-30T08:31:33.163031+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/webtorrent__webtorrent.json","source_sha256":"37048bdadd6e1c3b4606f638b2a795aee6ead5ff67e384c536ad4695dafec1c2","fetched_at":"2026-10-24T21:29:28.660960+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":40,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/webtorrent__webtorrent.json","source_sha256":"a40454b8ef4e2a7a52af9b5e7d5a23c730ba06351064dde9bcf17d796fffd622","fetched_at":"2026-10-28T09:34:34.485826+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.5,"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/webtorrent__webtorrent.json","source_sha256":"a9845bf6fde85cddac39771362979cf36b25ffc70c99599be40a5c55d7f9551f","fetched_at":"2026-10-27T21:00:59.334989+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.2,"score":40.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/webtorrent__webtorrent.json","source_sha256":"73d0caa5aa4aaf21c6554f2aed274adfdde011f0e64ab1287f6a584903220d0d","fetched_at":"2026-10-10T20:07:40.760798+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/webtorrent__webtorrent.json","source_sha256":"e5f00de83425a2fdbd55f71f9ccfbc7a26b2627ad01d028ca8b9790634f9a90b","fetched_at":"2026-10-26T14:15:14.311775+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3983,"score":39.83,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/webtorrent__webtorrent.json","source_sha256":"3449ceffc980695a4af87271491602de88857214dc1b93d8e200dcf8a7b34e4e","fetched_at":"2026-10-28T09:34:34.504739+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":40.0,"score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/webtorrent__webtorrent.json","source_sha256":"5d82c088ce83aabe41ca6f75a2666f03fcbcc3ed312a6b6ab05a4a834ad254ce","fetched_at":"2026-10-30T08:31:31.476532+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/webtorrent__webtorrent.json","source_sha256":"a9845bf6fde85cddac39771362979cf36b25ffc70c99599be40a5c55d7f9551f","fetched_at":"2026-10-27T21:00:59.334989+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"}]},"yujiosaka/headless-chrome-crawler":{"detail":{"owner":"yujiosaka","name":"headless-chrome-crawler","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"4f3668b35468119d491dd521946c936f64b636e045fe7e3d931f3ba26554f654","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":[]}}