{"anishathalye/dotbot":{"detail":{"owner":"anishathalye","name":"dotbot","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"0f155af2d5575b86ebb49af427b2c1ef451ee4bc42692b8b378bc78862ce0975","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":[]},"apache/iggy":{"detail":{"owner":"apache","name":"iggy","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"9241e84d094965ac4ebb5ed4e3219c0295721c10b64a4d865a32d6b74e95553f","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":537,"tie_group":99,"porchlamp":65.62,"coverage":0.8125,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":58.95,"friction":23.71,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":86.083684869857,"c_responsiveness":0.55,"p_criticality":35.091803386032,"c_criticality":1.0,"p_governance":82.5,"c_governance":1.0,"p_rigor":83.02668,"c_rigor":1.0,"p_accessibility":42.51249,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold"},"persona_composites":{"ai_assisted":{"porchlamp":69.92,"coverage":0.86,"tier":"B","rated":true},"balanced":{"porchlamp":65.62,"coverage":0.8125,"tier":"B","rated":true},"career_capital":{"porchlamp":58.68,"coverage":0.81,"tier":"B","rated":true},"first_timer":{"porchlamp":67.07,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":64.55,"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/apache__iggy.json","source_sha256":"59a51e51bab100ff2507401fa2d6352949914c2d6f9749fa17f72428e0e31325","fetched_at":"2026-10-28T01:50:22.111330+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":18.276762402088774,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/apache__iggy.json","source_sha256":"018dd8f4b3cb11ac823eea05951cd0f1f9664b9d0e50c3e5ad2d47d363ecd129","fetched_at":"2026-10-27T11:06:20.732581+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":26972,"score":46.8503937007874,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__iggy.json","source_sha256":"6f2a69b62a9b5538b13479d51db48d37790a5af6a583041183c730f467431404","fetched_at":"2026-10-30T14:14:42.528282+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":71.7083,"score":71.7083,"n":23,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/apache__iggy.json","source_sha256":"1fce5bc0d62260ca6d7c9f926de32c6ece06a49d30d5483a3e932328e6738813","fetched_at":"2026-10-26T04:20:05.241953+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":1123,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/apache__iggy.json","source_sha256":"6a4671e4535ef98e3f1ccc3eaf8984d51f298489da645ea796195d979cdf843a","fetched_at":"2026-10-29T09:14:33.048263+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.03314917127071823,"score":93.37016574585635,"n":543,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/apache__iggy.json","source_sha256":"b11fda969a5710678202670cc352718c396f67168ba9e2dfd1d895dbf05c7dd6","fetched_at":"2026-10-22T14:52:34.999214+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/apache__iggy.json","source_sha256":"59a51e51bab100ff2507401fa2d6352949914c2d6f9749fa17f72428e0e31325","fetched_at":"2026-10-28T01:50:22.111330+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":3,"score":30.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/apache__iggy.json","source_sha256":"e94e12ad0538d60364f98a32f512635cc5d73baf7b00d925ec8c0e4e0109457a","fetched_at":"2026-10-27T11:06:08.494464+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4591,"score":45.910000000000004,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/apache__iggy.json","source_sha256":"7794d1bc2d05889f732a2e96155bc538405601cc4a17578dcd6876fac842e677","fetched_at":"2026-10-29T09:14:33.113338+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":86.6667,"score":86.6667,"n":770,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/apache__iggy.json","source_sha256":"b11fda969a5710678202670cc352718c396f67168ba9e2dfd1d895dbf05c7dd6","fetched_at":"2026-10-27T11:06:24.456076+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/apache__iggy.json","source_sha256":"59a51e51bab100ff2507401fa2d6352949914c2d6f9749fa17f72428e0e31325","fetched_at":"2026-10-28T01:50:22.111330+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":0.5296,"score":66.19999999999999,"n":574,"window_start":"2026-04-25T14:52:34.999214+00:00","window_end":"2026-10-22T14:52:34.999214+00:00","method":"primary","source":"raw/pr_window/apache__iggy.json","source_sha256":"b11fda969a5710678202670cc352718c396f67168ba9e2dfd1d895dbf05c7dd6","fetched_at":"2026-10-22T14:52:34.999214+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":14.0997,"score":94.18424847938617,"n":610,"window_start":"2026-04-25T14:52:34.999214+00:00","window_end":"2026-10-22T14:52:34.999214+00:00","method":"primary","source":"raw/pr_window/apache__iggy.json","source_sha256":"b11fda969a5710678202670cc352718c396f67168ba9e2dfd1d895dbf05c7dd6","fetched_at":"2026-10-22T14:52:34.999214+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":292.1719,"score":50.85227272727273,"n":500,"window_start":"2026-04-25T14:52:34.999214+00:00","window_end":"2026-10-22T14:52:34.999214+00:00","method":"primary","source":"raw/pr_window/apache__iggy.json","source_sha256":"b11fda969a5710678202670cc352718c396f67168ba9e2dfd1d895dbf05c7dd6","fetched_at":"2026-10-22T14:52:34.999214+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to apache/iggy got a first human reply in a median of 14.1 hours (610 pull requests, 25 April to 22 October 2026); 3% got none within 14 days.","It ranks 537 of 4,044 overall.","For first-time contributors it ranks 397 of 1,904 (the top 21%)."],"standings":{"balanced":{"rank":537,"total":4044,"reason":null},"first_timer":{"rank":397,"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":409,"total":986,"reason":null},"ai_assisted":{"rank":340,"total":4002,"reason":null}},"similar":[{"owner":"Rust-GPU","name":"rust-gpu","rank":525},{"owner":"prefix-dev","name":"pixi","rank":526},{"owner":"zed-industries","name":"zed","rank":542},{"owner":"ruffle-rs","name":"ruffle","rank":544},{"owner":"Smithay","name":"smithay","rank":545}]},"authzed/spicedb":{"detail":{"owner":"authzed","name":"spicedb","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"ab9d763affdd4a6c35d4019698bfe104498c4eb85c653cfdc0ce53198411f20b","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":579,"tie_group":null,"porchlamp":65.17,"coverage":0.875,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":58.33,"friction":23.97,"leverage_coverage":1.0,"friction_coverage":0.8,"p_responsiveness":90.90097262868,"c_responsiveness":0.8,"p_criticality":51.267687315634,"c_criticality":1.0,"p_governance":77.25,"c_governance":1.0,"p_rigor":57.48875,"c_rigor":1.0,"p_accessibility":37.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":63.84,"coverage":0.91,"tier":"B","rated":true},"balanced":{"porchlamp":65.17,"coverage":0.875,"tier":"B","rated":true},"career_capital":{"porchlamp":60.86,"coverage":0.86,"tier":"B","rated":true},"first_timer":{"porchlamp":65.38,"coverage":0.78,"tier":"B","rated":true},"senior_systems":{"porchlamp":64.24,"coverage":0.945,"tier":"B","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/authzed__spicedb.json","source_sha256":"ad9af53cd0297cac76d9b90c2d71357aef7b3c114255935eb0e7e4b834d02d6f","fetched_at":"2026-10-28T00:23:39.138279+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":16,"score":56.72566371681416,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/authzed__spicedb.json","source_sha256":"930904f205b1e888f9c4de268934ba34e1a08a16fec1256bc1f287bcad92b783","fetched_at":"2026-10-27T03:23:03.511428+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.8551,"score":100.0,"n":69,"window_start":"2026-04-27T14:39:36.883606+00:00","window_end":"2026-07-26T14:39:36.883606+00:00","method":"primary","source":"raw/pr_window/authzed__spicedb.json","source_sha256":"ed6c1f9c4516bc993bad6877134ecf91744ca71779fdfaa5ebddde3999ba35cb","fetched_at":"2026-10-24T14:39:36.883606+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":100.0,"score":100.0,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/authzed__spicedb.json","source_sha256":"3b06f8458c47ef66e376c6920a8f52d6e87a5ddcc680903984c08f25a2646e4f","fetched_at":"2026-10-25T21:22:44.624829+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":469,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/authzed__spicedb.json","source_sha256":"844db9832a547ee1e70d9e41ce837b0f33961801ac407eaa8dd5d99d73a0991a","fetched_at":"2026-10-29T03:03:22.568249+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.12101910828025478,"score":75.79617834394904,"n":157,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/authzed__spicedb.json","source_sha256":"ed6c1f9c4516bc993bad6877134ecf91744ca71779fdfaa5ebddde3999ba35cb","fetched_at":"2026-10-24T14:39:36.883606+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/authzed__spicedb.json","source_sha256":"ad9af53cd0297cac76d9b90c2d71357aef7b3c114255935eb0e7e4b834d02d6f","fetched_at":"2026-10-28T00:23:39.138279+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/authzed__spicedb.json","source_sha256":"3d4641b4242b24eafe899852112737d090f7f5a8a0381932c210afb6700fca00","fetched_at":"2026-10-27T03:22:51.286147+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4503,"score":45.03,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/authzed__spicedb.json","source_sha256":"fe8b4ee423c4c649ce228a6d1bcec757689408d017013763130a0c2a108c448c","fetched_at":"2026-10-29T03:03:22.614107+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/authzed__spicedb.json","source_sha256":"38e505a04f47e7faabe7215ea4252fbf7eb0c6cfce671c247b0b1ae2d96b4126","fetched_at":"2026-10-30T12:30:21.854692+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/authzed__spicedb.json","source_sha256":"ad9af53cd0297cac76d9b90c2d71357aef7b3c114255935eb0e7e4b834d02d6f","fetched_at":"2026-10-28T00:23:39.138279+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":0.4397,"score":54.9625,"n":141,"window_start":"2026-04-27T14:39:36.883606+00:00","window_end":"2026-10-24T14:39:36.883606+00:00","method":"primary","source":"raw/pr_window/authzed__spicedb.json","source_sha256":"ed6c1f9c4516bc993bad6877134ecf91744ca71779fdfaa5ebddde3999ba35cb","fetched_at":"2026-10-24T14:39:36.883606+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":6.4726,"score":100.0,"n":138,"window_start":"2026-04-27T14:39:36.883606+00:00","window_end":"2026-10-24T14:39:36.883606+00:00","method":"primary","source":"raw/pr_window/authzed__spicedb.json","source_sha256":"ed6c1f9c4516bc993bad6877134ecf91744ca71779fdfaa5ebddde3999ba35cb","fetched_at":"2026-10-24T14:39:36.883606+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":279.1097,"score":63.513513513513516,"n":139,"window_start":"2026-04-27T14:39:36.883606+00:00","window_end":"2026-10-24T14:39:36.883606+00:00","method":"primary","source":"raw/pr_window/authzed__spicedb.json","source_sha256":"ed6c1f9c4516bc993bad6877134ecf91744ca71779fdfaa5ebddde3999ba35cb","fetched_at":"2026-10-24T14:39:36.883606+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to authzed/spicedb got a first human reply in a median of 6.5 hours (138 pull requests, 27 April to 24 October 2026); 12% got none within 14 days.","It ranks 579 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":579,"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":926,"total":4002,"reason":null}},"similar":[{"owner":"goreleaser","name":"goreleaser","rank":559},{"owner":"grafana","name":"mimir","rank":563},{"owner":"flannel-io","name":"flannel","rank":568},{"owner":"coredns","name":"coredns","rank":585},{"owner":"hatchet-dev","name":"hatchet","rank":601}]},"bda-research/node-crawler":{"detail":{"owner":"bda-research","name":"node-crawler","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"c2c3cfd818c0c453dc5e4bae22028405d50d6f15ec8cdcb6e8d34403d5904c30","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":[]},"chromedp/chromedp":{"detail":{"owner":"chromedp","name":"chromedp","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"27aabb2cd5c8e5e954d15eda39f0b892673bf1b70d474c650fd38bb94c009b64","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3775,"tie_group":989,"porchlamp":38.41,"coverage":0.68,"tier":"D","tier_ceiling":"B","quadrant":"Crucible","leverage":63.11,"friction":82.45,"leverage_coverage":0.91,"friction_coverage":0.5,"p_responsiveness":0.0,"c_responsiveness":0.2,"p_criticality":64.454218289086,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":69.285714285714,"c_rigor":0.7,"p_accessibility":12.0,"c_accessibility":0.5,"persona_gates":{"first_timer":"high_barrier_to_entry","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":45.92,"coverage":0.685,"tier":"C","rated":true},"balanced":{"porchlamp":38.41,"coverage":0.68,"tier":"D","rated":true},"career_capital":{"porchlamp":39.46,"coverage":0.71,"tier":"D","rated":true},"first_timer":{"porchlamp":null,"coverage":0.54,"tier":null,"rated":false},"senior_systems":{"porchlamp":49.64,"coverage":0.795,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/chromedp__chromedp.json","source_sha256":"9e6832484b7cfe7691a8b48f1d4df94c57e87c1921bc65868aa6f7e4be68590a","fetched_at":"2026-10-27T22:36:16.399974+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":1500,"score":86.8141592920354,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/chromedp__chromedp.json","source_sha256":"eddcc95863e32bbe42e394e19096d8e553962c6c47c348176ed0a88102f0ad92","fetched_at":"2026-10-26T20:06:58.087653+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":40.0,"score":40.0,"n":1,"window_start":null,"window_end":null,"method":"proxy:setup_signals_only","source":"raw/actions_runs/chromedp__chromedp.json","source_sha256":"add9ea197ff8856ea531990e71239c50e9a6b9b28c942403b354f388ce22a1ae","fetched_at":"2026-10-25T02:11:11.940174+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":149,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/chromedp__chromedp.json","source_sha256":"dd07735dea0c4a9f9ad9fbc47c10074eb43c5e1311ce726bfcea2f3b2dd450f6","fetched_at":"2026-10-28T17:46:20.650806+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.8,"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/chromedp__chromedp.json","source_sha256":"9e6832484b7cfe7691a8b48f1d4df94c57e87c1921bc65868aa6f7e4be68590a","fetched_at":"2026-10-27T22:36:16.399974+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.0,"score":0.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/chromedp__chromedp.json","source_sha256":"ab347f396933adb7ebe0066d6a7efcd94bddf17d2634631e555fc868c8fddff3","fetched_at":"2026-10-10T22:03:19.074366+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/chromedp__chromedp.json","source_sha256":"28d13b36ed662719a70a1b9581641717555c80f7b413f7a56ec2cae4cb8cb56c","fetched_at":"2026-10-26T20:06:53.321191+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.389,"score":38.9,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/chromedp__chromedp.json","source_sha256":"c5b3455613106c1bf793201bbe574631d614a4f3becfe84161fe7bab5e72c9db","fetched_at":"2026-10-28T17:46:20.674611+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/chromedp__chromedp.json","source_sha256":"f33a6bbef0895d15ad8059364d9b9965a8141a6f2ac628f8b207ea2b4403bab6","fetched_at":"2026-10-30T10:17:23.753901+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/chromedp__chromedp.json","source_sha256":"9e6832484b7cfe7691a8b48f1d4df94c57e87c1921bc65868aa6f7e4be68590a","fetched_at":"2026-10-27T22:36:16.399974+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 chromedp/chromedp, 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 3,775 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":3775,"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":864,"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":3322,"total":4002,"reason":null}},"similar":[{"owner":"Gentleman-Programming","name":"engram","rank":3752},{"owner":"benbjohnson","name":"litestream","rank":3754},{"owner":"direnv","name":"direnv","rank":3768},{"owner":"xo","name":"usql","rank":3790},{"owner":"modelcontextprotocol","name":"registry","rank":3792}]},"coleifer/huey":{"detail":{"owner":"coleifer","name":"huey","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"680f78513417df518478864067d5c55748c76bfbed12bc04831ec69218a3b717","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1482,"tie_group":null,"porchlamp":58.49,"coverage":0.7125,"tier":"B","tier_ceiling":"B","quadrant":"Sweet Spot","leverage":53.28,"friction":32.45,"leverage_coverage":1.0,"friction_coverage":0.475,"p_responsiveness":100.0,"c_responsiveness":0.15,"p_criticality":58.151404760836,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":47.0,"c_rigor":1.0,"p_accessibility":12.0,"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":56.86,"coverage":0.78,"tier":"B","rated":true},"balanced":{"porchlamp":58.49,"coverage":0.7125,"tier":"B","rated":true},"career_capital":{"porchlamp":55.03,"coverage":0.73,"tier":"B","rated":true},"first_timer":{"porchlamp":null,"coverage":0.5525,"tier":null,"rated":false},"senior_systems":{"porchlamp":57.98,"coverage":0.8475,"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/coleifer__huey.json","source_sha256":"48872a89ec83f03add762a09bc14ea8f7a25d81b575d2ed43543813f0f5213b6","fetched_at":"2026-10-28T00:54:39.012575+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":26,"score":60.785953177257525,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/coleifer__huey.json","source_sha256":"b98d3ed1513786b6a0f38273dedb003b4f55b184d0d948a561b110a1732d8563","fetched_at":"2026-10-27T06:02:09.451577+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":12910134,"score":79.61409395973155,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__huey.json","source_sha256":"62ae3c6d6eb6033acbd9529d59894c9eb0c3157e83ce3023b70cf0564bba5854","fetched_at":"2026-10-30T13:05:41.790417+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":40.0,"score":40.0,"n":1,"window_start":null,"window_end":null,"method":"proxy:setup_signals_only","source":"raw/actions_runs/coleifer__huey.json","source_sha256":"83d6dfba7ef0c6f6058cf7784352d3965f3c987ec6fe6dea4eaeb40246edd14a","fetched_at":"2026-10-25T23:28:42.343002+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":248,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/coleifer__huey.json","source_sha256":"48db75357a7731f1ad1e48c93726bda396e1073728025f9a8c5ea85eac85c3c1","fetched_at":"2026-10-29T05:23:19.392162+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.0,"score":100.0,"n":11,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/coleifer__huey.json","source_sha256":"a122e49c9ecd47e2fe49995a1f9b98d0fafdc11ab98ca8da1f725b02e8637c72","fetched_at":"2026-10-19T20:41:27.563080+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/coleifer__huey.json","source_sha256":"48872a89ec83f03add762a09bc14ea8f7a25d81b575d2ed43543813f0f5213b6","fetched_at":"2026-10-28T00:54:39.012575+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/coleifer__huey.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-27T06:02:07.127103+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3981,"score":39.81,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/coleifer__huey.json","source_sha256":"76eb0490e6e35e44bedbb0cfa143c38569afb00639b6da530d6840fcd8addc1e","fetched_at":"2026-10-29T05:23:19.420842+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/coleifer__huey.json","source_sha256":"dbe0fcee3be2c3b36b137e5be98f729e038a4ab22b7f883abd4f7c14a1633ea4","fetched_at":"2026-10-30T13:05:25.522131+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/coleifer__huey.json","source_sha256":"48872a89ec83f03add762a09bc14ea8f7a25d81b575d2ed43543813f0f5213b6","fetched_at":"2026-10-28T00:54:39.012575+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":15,"window_start":"2026-04-22T20:41:27.563080+00:00","window_end":"2026-10-19T20:41:27.563080+00:00","method":"primary","source":"raw/pr_window/coleifer__huey.json","source_sha256":"a122e49c9ecd47e2fe49995a1f9b98d0fafdc11ab98ca8da1f725b02e8637c72","fetched_at":"2026-10-19T20:41:27.563080+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}],"answer":["For coleifer/huey, the reply time has too small a sample to measure (0 pull requests counted; 10 needed).","0% of 11 outside pull requests got no reply within 14 days (27 April to 24 October 2026).","It ranks 1,482 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1482,"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":1869,"total":4002,"reason":null}},"similar":[{"owner":"ok-oldking","name":"ok-wuthering-waves","rank":1472},{"owner":"e2b-dev","name":"E2B","rank":1477},{"owner":"ogx-ai","name":"ogx","rank":1479},{"owner":"freedomofpress","name":"dangerzone","rank":1480},{"owner":"Arindam200","name":"awesome-ai-apps","rank":1483}]},"cSploit/android":{"detail":{"owner":"cSploit","name":"android","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"6c6f48853a690041d8379d3b0e81963a76ccf6623182123e84f4e6cd1df872ee","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":[]},"doocs/jvm":{"detail":{"owner":"doocs","name":"jvm","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"524425e35a067458837e049b0b6bf9cdda3b2a0e1bbfb0b2b8b63538da401ac4","eligible":false,"gate_reason":"unlicensed","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"unlicensed","career_capital":"unlicensed","first_timer":"unlicensed","senior_systems":"unlicensed"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"electronicarts/CnC_Generals_Zero_Hour":{"detail":{"owner":"electronicarts","name":"CnC_Generals_Zero_Hour","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"b71c9515c90757a537b4c4ebb6e44b5754d1aa18b9025ab574623c40365af87a","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":[]},"EmbarkStudios/rust-gpu":{"detail":{"owner":"EmbarkStudios","name":"rust-gpu","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"356c3c12887d2e06724891f34b309ca069febf14fac760f1dbe4fbb088c4b494","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":[]},"fabric8io/kubernetes-client":{"detail":{"owner":"fabric8io","name":"kubernetes-client","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"b7e79e2b9f53fbbbd91a490883933decf2f3eaeada81f30f3dc9a8f130f1f08c","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2772,"tie_group":736,"porchlamp":50.04,"coverage":0.875,"tier":"C","tier_ceiling":"A","quadrant":"Crucible","leverage":60.87,"friction":58.45,"leverage_coverage":1.0,"friction_coverage":0.8,"p_responsiveness":36.695047971858,"c_responsiveness":0.8,"p_criticality":58.046461538462,"c_criticality":1.0,"p_governance":55.75,"c_governance":1.0,"p_rigor":68.99875,"c_rigor":1.0,"p_accessibility":32.37499,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":54.7,"coverage":0.91,"tier":"C","rated":true},"balanced":{"porchlamp":50.04,"coverage":0.875,"tier":"C","rated":true},"career_capital":{"porchlamp":49.39,"coverage":0.86,"tier":"C","rated":true},"first_timer":{"porchlamp":43.62,"coverage":0.78,"tier":"C","rated":true},"senior_systems":{"porchlamp":55.18,"coverage":0.945,"tier":"B","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/fabric8io__kubernetes-client.json","source_sha256":"9f6ce3536d55e29eb8e2ffdf9d253e234034aa63bce16b7a4cd1d70c84cfd4ed","fetched_at":"2026-10-28T02:29:22.946940+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":437,"score":65.38461538461539,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/fabric8io__kubernetes-client.json","source_sha256":"d612ffa83f5e91eebb54f4ec567574f77401823a6b10748f9ad4cfff827fceb6","fetched_at":"2026-10-27T14:55:08.249143+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.5556,"score":69.45,"n":18,"window_start":"2026-04-25T20:54:34.954204+00:00","window_end":"2026-07-24T20:54:34.954204+00:00","method":"primary","source":"raw/pr_window/fabric8io__kubernetes-client.json","source_sha256":"95aed93384fc62a3ca642895668111f77c233caa33fd8a67c5e97cadaf390b77","fetched_at":"2026-10-22T20:54:34.954204+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":84.5833,"score":84.5833,"n":9,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/fabric8io__kubernetes-client.json","source_sha256":"b0c1a329256e8070f58cd872d290906589e6c6d752afc2c209d55254bf146c49","fetched_at":"2026-10-26T08:34:50.488793+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":328,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/fabric8io__kubernetes-client.json","source_sha256":"77894767d79c4c950e90d4f7ff4dbd08b82deca5a0750f0f6afc7424c3d9f03e","fetched_at":"2026-10-29T11:57:34.887183+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.5869565217391305,"score":0.0,"n":46,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/fabric8io__kubernetes-client.json","source_sha256":"95aed93384fc62a3ca642895668111f77c233caa33fd8a67c5e97cadaf390b77","fetched_at":"2026-10-22T20:54:34.954204+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"DCO","score":100.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/fabric8io__kubernetes-client.json","source_sha256":"9f6ce3536d55e29eb8e2ffdf9d253e234034aa63bce16b7a4cd1d70c84cfd4ed","fetched_at":"2026-10-28T02:29:22.946940+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/fabric8io__kubernetes-client.json","source_sha256":"9caac274501d88bf2ffd5a2eb0e28eb0f55b8ffb3634742e3d3868c3e26e76a3","fetched_at":"2026-10-27T14:54:54.025258+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4966,"score":49.66,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/fabric8io__kubernetes-client.json","source_sha256":"1ecb07431accd0b8849c3ddf033646be50a0bad094bc1c817268f033e59f9be2","fetched_at":"2026-10-29T11:57:34.927225+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":70.0,"score":70.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/fabric8io__kubernetes-client.json","source_sha256":"6b6d480d44d44367f2b132d336f8973ce92dfddd6a1974063c7820b62231e88c","fetched_at":"2026-10-30T15:05:54.165842+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/fabric8io__kubernetes-client.json","source_sha256":"9f6ce3536d55e29eb8e2ffdf9d253e234034aa63bce16b7a4cd1d70c84cfd4ed","fetched_at":"2026-10-28T02:29:22.946940+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":0.3333,"score":41.6625,"n":24,"window_start":"2026-04-25T20:54:34.954204+00:00","window_end":"2026-10-22T20:54:34.954204+00:00","method":"primary","source":"raw/pr_window/fabric8io__kubernetes-client.json","source_sha256":"95aed93384fc62a3ca642895668111f77c233caa33fd8a67c5e97cadaf390b77","fetched_at":"2026-10-22T20:54:34.954204+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":112.2517,"score":19.35922542166108,"n":27,"window_start":"2026-04-25T20:54:34.954204+00:00","window_end":"2026-10-22T20:54:34.954204+00:00","method":"primary","source":"raw/pr_window/fabric8io__kubernetes-client.json","source_sha256":"95aed93384fc62a3ca642895668111f77c233caa33fd8a67c5e97cadaf390b77","fetched_at":"2026-10-22T20:54:34.954204+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":302.8528,"score":61.85770750988142,"n":21,"window_start":"2026-04-25T20:54:34.954204+00:00","window_end":"2026-10-22T20:54:34.954204+00:00","method":"primary","source":"raw/pr_window/fabric8io__kubernetes-client.json","source_sha256":"95aed93384fc62a3ca642895668111f77c233caa33fd8a67c5e97cadaf390b77","fetched_at":"2026-10-22T20:54:34.954204+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to fabric8io/kubernetes-client got a first human reply in a median of 4.7 days (27 pull requests, 25 April to 22 October 2026); 59% got none within 14 days.","It ranks 2,772 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":2772,"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":2199,"total":4002,"reason":null}},"similar":[{"owner":"lysine-dev","name":"retrofit","rank":2744},{"owner":"alibaba","name":"spring-ai-alibaba","rank":2762},{"owner":"apache","name":"zookeeper","rank":2766},{"owner":"apache","name":"streampark","rank":2795},{"owner":"LFDT-web3j","name":"web3j","rank":2801}]},"fabricjs/fabric.js":{"detail":{"owner":"fabricjs","name":"fabric.js","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"5b1a0b56c1e69aa0beff6f9b32427bf3ed52046916540e58f0b69ef150471009","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":815,"tie_group":173,"porchlamp":63.26,"coverage":0.82,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":66.93,"friction":41.24,"leverage_coverage":0.91,"friction_coverage":0.745,"p_responsiveness":63.692424100439,"c_responsiveness":0.55,"p_criticality":62.495652824829,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":85.285714285714,"c_rigor":0.7,"p_accessibility":58.823529411765,"c_accessibility":0.85,"persona_gates":{"first_timer":"insufficient_evidence:mr_first_rate","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":68.54,"coverage":0.79,"tier":"B","rated":true},"balanced":{"porchlamp":63.26,"coverage":0.82,"tier":"B","rated":true},"career_capital":{"porchlamp":62.48,"coverage":0.85,"tier":"B","rated":true},"first_timer":{"porchlamp":62.29,"coverage":0.7675,"tier":"B","rated":true},"senior_systems":{"porchlamp":64.05,"coverage":0.865,"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/fabricjs__fabric.js.json","source_sha256":"f63b8058b898a9ebdfe34bf0ae6aff7195aeb8107cfe6921839cb6a98315ed1b","fetched_at":"2026-10-27T21:00:54.518725+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":690,"score":71.35167464114832,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/fabricjs__fabric.js.json","source_sha256":"4c8bc4c509bf8549fd521bcdffaa67db454b8dec2b43f0122675b6b856d4a6b5","fetched_at":"2026-10-26T14:15:07.599604+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":3944607,"score":62.34793187347932,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__fabric.js.json","source_sha256":"92f20317ed8208b6f55c1e20293b7e1a7884cb6ace8f79666172d95c2e36cba0","fetched_at":"2026-10-30T08:31:29.576114+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":100.0,"score":100.0,"n":20,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/fabricjs__fabric.js.json","source_sha256":"810a85636b5877712b2cc42285d4ed2667f92ab633575db1a615fe48f4446a7a","fetched_at":"2026-10-24T21:29:17.920838+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":153,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/fabricjs__fabric.js.json","source_sha256":"2ae0203a6b21a1184c0a6b626ec7843c13ae254d285b015ba8c57333d627c656","fetched_at":"2026-10-28T09:34:28.762698+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.0,"score":100.0,"n":12,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/fabricjs__fabric.js.json","source_sha256":"4184517c45173aa126212c69bead254110c000d3348158be319f9a12a7cef338","fetched_at":"2026-10-19T02:17:33.792120+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/fabricjs__fabric.js.json","source_sha256":"f63b8058b898a9ebdfe34bf0ae6aff7195aeb8107cfe6921839cb6a98315ed1b","fetched_at":"2026-10-27T21:00:54.518725+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":0.6667,"score":100.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/fabricjs__fabric.js.json","source_sha256":"87c97d1329102dcfde0f9f49393dc4301e896772cad27058d4889dd0425d74d5","fetched_at":"2026-10-10T20:13:29.470677+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/fabricjs__fabric.js.json","source_sha256":"0136b8539c98463b030ac930819d798b18db2bc1a5ffe5f2bda37f440faa44ae","fetched_at":"2026-10-26T14:14:54.496757+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5248,"score":52.480000000000004,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/fabricjs__fabric.js.json","source_sha256":"85a04f2a3ffbd8755c1ee1c24ed159a535a55eea52db396fc834ba05b5e9f967","fetched_at":"2026-10-28T09:34:28.775595+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":78.0,"score":78.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/fabricjs__fabric.js.json","source_sha256":"8904514c7d6d605f099e289d2382dee457ef30be362dd006f8db0b7c8bb51bbf","fetched_at":"2026-10-30T08:31:28.096631+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/fabricjs__fabric.js.json","source_sha256":"f63b8058b898a9ebdfe34bf0ae6aff7195aeb8107cfe6921839cb6a98315ed1b","fetched_at":"2026-10-27T21:00:54.518725+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":true,"value":31.8928,"score":64.74509106389458,"n":13,"window_start":"2026-04-22T02:17:33.792120+00:00","window_end":"2026-10-19T02:17:33.792120+00:00","method":"primary","source":"raw/pr_window/fabricjs__fabric.js.json","source_sha256":"4184517c45173aa126212c69bead254110c000d3348158be319f9a12a7cef338","fetched_at":"2026-10-19T02:17:33.792120+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":1582.5733,"score":6.073059360730596,"n":6,"window_start":"2026-04-22T02:17:33.792120+00:00","window_end":"2026-10-19T02:17:33.792120+00:00","method":"primary","source":"raw/pr_window/fabricjs__fabric.js.json","source_sha256":"4184517c45173aa126212c69bead254110c000d3348158be319f9a12a7cef338","fetched_at":"2026-10-19T02:17:33.792120+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to fabricjs/fabric.js got a first human reply in a median of 31.9 hours (13 pull requests, 22 April to 19 October 2026); 0% got none within 14 days.","It ranks 815 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":815,"total":4044,"reason":null},"first_timer":{"rank":null,"total":1904,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":385,"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":422,"total":4002,"reason":null}},"similar":[{"owner":"IsmaelMartinez","name":"teams-for-linux","rank":809},{"owner":"software-mansion","name":"react-native-gesture-handler","rank":813},{"owner":"vitejs","name":"vite","rank":816},{"owner":"backstage","name":"backstage","rank":817},{"owner":"nodejs","name":"nodejs.org","rank":819}]},"ferdium/ferdium-app":{"detail":{"owner":"ferdium","name":"ferdium-app","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"7ae60084859cd46f8775f188bc50aa6c4b839761a08781fe51b06756b3566da3","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3060,"tie_group":824,"porchlamp":47.77,"coverage":0.7525,"tier":"C","tier_ceiling":"B","quadrant":"Crucible","leverage":56.73,"friction":59.23,"leverage_coverage":0.675,"friction_coverage":0.845,"p_responsiveness":30.09947464035,"c_responsiveness":0.75,"p_criticality":50.0,"c_criticality":0.35,"p_governance":59.25,"c_governance":1.0,"p_rigor":66.25418,"c_rigor":1.0,"p_accessibility":39.705882352941,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":52.07,"coverage":0.805,"tier":"C","rated":true},"balanced":{"porchlamp":47.77,"coverage":0.7525,"tier":"C","rated":true},"career_capital":{"porchlamp":46.97,"coverage":0.6925,"tier":"C","rated":true},"first_timer":{"porchlamp":42.96,"coverage":0.8025,"tier":"C","rated":true},"senior_systems":{"porchlamp":52.06,"coverage":0.7275,"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/ferdium__ferdium-app.json","source_sha256":"f311e4dbeee88a4f2261bb72e450ff0c743880b29d177b185fac57cd7c7547bb","fetched_at":"2026-10-28T02:00:59.442198+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":85.0,"score":85.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/ferdium__ferdium-app.json","source_sha256":"abedc0ef0dce08aabbb042c043e5e5d0b8553b7c4f41b2b0575bbe43733e7e13","fetched_at":"2026-10-26T05:26:27.066031+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":81,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/ferdium__ferdium-app.json","source_sha256":"07558a35f3893231756d69092e72f3352308f8c1a5d243531986ac4a37f60883","fetched_at":"2026-10-29T09:52:32.467241+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.41935483870967744,"score":16.129032258064512,"n":31,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/ferdium__ferdium-app.json","source_sha256":"b527a1fe7fe25aaf47de698369fb3072165e9405dc158274ac145defa3b697d9","fetched_at":"2026-10-20T06:37:04.864733+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/ferdium__ferdium-app.json","source_sha256":"f311e4dbeee88a4f2261bb72e450ff0c743880b29d177b185fac57cd7c7547bb","fetched_at":"2026-10-28T02:00:59.442198+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.6,"score":75.0,"n":10,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/ferdium__ferdium-app.json","source_sha256":"ecad629b646b71d9836ff6718c27073ca7baf933dba0ee0bcbaa3fc12b6679a3","fetched_at":"2026-10-11T02:45:13.685772+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.25,"score":50.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/ferdium__ferdium-app.json","source_sha256":"ecad629b646b71d9836ff6718c27073ca7baf933dba0ee0bcbaa3fc12b6679a3","fetched_at":"2026-10-11T02:45:13.685772+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":1,"score":10.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/ferdium__ferdium-app.json","source_sha256":"da645034b4adaecd9c057a9813fcf625742b7c1caf68b77e7b1b69cf29ce2ab6","fetched_at":"2026-10-27T12:03:13.738491+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5,"score":50.0,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/ferdium__ferdium-app.json","source_sha256":"3fdd04df39c2202217f621548fdb2550a8f7f1e2fd3e78f4f7b1078b97d01d29","fetched_at":"2026-10-29T09:52:32.489053+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":58.6667,"score":58.6667,"n":48,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/ferdium__ferdium-app.json","source_sha256":"b527a1fe7fe25aaf47de698369fb3072165e9405dc158274ac145defa3b697d9","fetched_at":"2026-10-27T12:03:30.265629+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/ferdium__ferdium-app.json","source_sha256":"f311e4dbeee88a4f2261bb72e450ff0c743880b29d177b185fac57cd7c7547bb","fetched_at":"2026-10-28T02:00:59.442198+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":0.381,"score":47.625,"n":21,"window_start":"2026-04-23T06:37:04.864733+00:00","window_end":"2026-10-20T06:37:04.864733+00:00","method":"primary","source":"raw/pr_window/ferdium__ferdium-app.json","source_sha256":"b527a1fe7fe25aaf47de698369fb3072165e9405dc158274ac145defa3b697d9","fetched_at":"2026-10-20T06:37:04.864733+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":257.3131,"score":0.0,"n":22,"window_start":"2026-04-23T06:37:04.864733+00:00","window_end":"2026-10-20T06:37:04.864733+00:00","method":"primary","source":"raw/pr_window/ferdium__ferdium-app.json","source_sha256":"b527a1fe7fe25aaf47de698369fb3072165e9405dc158274ac145defa3b697d9","fetched_at":"2026-10-20T06:37:04.864733+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":287.3172,"score":51.55251141552512,"n":16,"window_start":"2026-04-23T06:37:04.864733+00:00","window_end":"2026-10-20T06:37:04.864733+00:00","method":"primary","source":"raw/pr_window/ferdium__ferdium-app.json","source_sha256":"b527a1fe7fe25aaf47de698369fb3072165e9405dc158274ac145defa3b697d9","fetched_at":"2026-10-20T06:37:04.864733+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to ferdium/ferdium-app got a first human reply in a median of 10.7 days (22 pull requests, 23 April to 20 October 2026); 42% got none within 14 days.","It ranks 3,060 of 4,044 overall.","For first-time contributors it ranks 1,759 of 1,904 (the bottom 8%)."],"standings":{"balanced":{"rank":3060,"total":4044,"reason":null},"first_timer":{"rank":1759,"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":2582,"total":4002,"reason":null}},"similar":[{"owner":"cloudflare","name":"mcp-server-cloudflare","rank":3052},{"owner":"usekaneo","name":"kaneo","rank":3055},{"owner":"remix-run","name":"remix","rank":3057},{"owner":"TanStack","name":"query","rank":3059},{"owner":"OpenSenseNova","name":"SenseNova-Skills","rank":3065}]},"Finsys/dockhand":{"detail":{"owner":"Finsys","name":"dockhand","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"e246121e327a430bb010ca9ae8eaa9cbe14ef53fc85e47b5213b61e7ef6d75b7","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3304,"tie_group":890,"porchlamp":45.19,"coverage":0.8375,"tier":"C","tier_ceiling":"A","quadrant":"Graveyard","leverage":45.05,"friction":56.92,"leverage_coverage":0.675,"friction_coverage":1.0,"p_responsiveness":47.666510547684,"c_responsiveness":1.0,"p_criticality":55.18,"c_criticality":0.35,"p_governance":29.5,"c_governance":1.0,"p_rigor":38.53043,"c_rigor":1.0,"p_accessibility":52.0,"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":43.68,"coverage":0.87,"tier":"C","rated":true},"balanced":{"porchlamp":45.19,"coverage":0.8375,"tier":"C","rated":true},"career_capital":{"porchlamp":47.52,"coverage":0.7725,"tier":"C","rated":true},"first_timer":{"porchlamp":46.08,"coverage":0.935,"tier":"C","rated":true},"senior_systems":{"porchlamp":44.14,"coverage":0.7725,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Finsys__dockhand.json","source_sha256":"3f5d0df250534e213642d9ef6205410e18386ea7f44f616c636dd5ffde09ebab","fetched_at":"2026-10-28T00:33:46.740656+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":0.4615,"score":57.6875,"n":13,"window_start":"2026-04-22T14:33:56.486907+00:00","window_end":"2026-07-21T14:33:56.486907+00:00","method":"primary","source":"raw/pr_window/Finsys__dockhand.json","source_sha256":"55b0f54daf2673e00d51c2cae59fa25bfa94e0fe0d82134ac7457c3c9bc76f66","fetched_at":"2026-10-19T14:33:56.486907+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/Finsys__dockhand.json","source_sha256":"ccd4bcac1a69dcb4268dfea67ffcc3ed62e2f3f94a7ad415b77c7555c6ddd9c2","fetched_at":"2026-10-25T22:04:01.236480+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":735,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/Finsys__dockhand.json","source_sha256":"3e102f42cd8fd04f3489daea6ec6dcd481326ca7b52a905b54ac45ac13483504","fetched_at":"2026-10-29T03:49:23.253298+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.36,"score":28.0,"n":50,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/Finsys__dockhand.json","source_sha256":"55b0f54daf2673e00d51c2cae59fa25bfa94e0fe0d82134ac7457c3c9bc76f66","fetched_at":"2026-10-19T14:33:56.486907+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/Finsys__dockhand.json","source_sha256":"3f5d0df250534e213642d9ef6205410e18386ea7f44f616c636dd5ffde09ebab","fetched_at":"2026-10-28T00:33:46.740656+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.3488,"score":43.6,"n":43,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Finsys__dockhand.json","source_sha256":"0be3457a703227746938cd4ce9c313f1a8e325a57b3228f668a637cf2a46df27","fetched_at":"2026-10-11T00:08:22.527526+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.4,"score":80.0,"n":20,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Finsys__dockhand.json","source_sha256":"0be3457a703227746938cd4ce9c313f1a8e325a57b3228f668a637cf2a46df27","fetched_at":"2026-10-11T00:08:22.527526+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/Finsys__dockhand.json","source_sha256":"85b3180685368670cdc7117cfde0f9d425f7e35cf3065f408e0b5c8f868511ae","fetched_at":"2026-10-27T04:30:29.479136+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5518,"score":55.17999999999999,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/Finsys__dockhand.json","source_sha256":"7a17cb560760ca0304151931bd9231e67412415189293dbf83e62061aa0e000c","fetched_at":"2026-10-29T03:49:23.336736+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":34.6667,"score":34.6667,"n":63,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/Finsys__dockhand.json","source_sha256":"55b0f54daf2673e00d51c2cae59fa25bfa94e0fe0d82134ac7457c3c9bc76f66","fetched_at":"2026-10-27T04:30:33.077038+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/Finsys__dockhand.json","source_sha256":"3f5d0df250534e213642d9ef6205410e18386ea7f44f616c636dd5ffde09ebab","fetched_at":"2026-10-28T00:33:46.740656+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.375,"score":75.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Finsys__dockhand.json","source_sha256":"0be3457a703227746938cd4ce9c313f1a8e325a57b3228f668a637cf2a46df27","fetched_at":"2026-10-11T00:08:22.527526+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.3377,"score":42.2125,"n":77,"window_start":"2026-04-22T14:33:56.486907+00:00","window_end":"2026-10-19T14:33:56.486907+00:00","method":"primary","source":"raw/pr_window/Finsys__dockhand.json","source_sha256":"55b0f54daf2673e00d51c2cae59fa25bfa94e0fe0d82134ac7457c3c9bc76f66","fetched_at":"2026-10-19T14:33:56.486907+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":51.7206,"score":47.307384854532586,"n":40,"window_start":"2026-04-22T14:33:56.486907+00:00","window_end":"2026-10-19T14:33:56.486907+00:00","method":"primary","source":"raw/pr_window/Finsys__dockhand.json","source_sha256":"55b0f54daf2673e00d51c2cae59fa25bfa94e0fe0d82134ac7457c3c9bc76f66","fetched_at":"2026-10-19T14:33:56.486907+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":206.4983,"score":61.32420091324201,"n":63,"window_start":"2026-04-22T14:33:56.486907+00:00","window_end":"2026-10-19T14:33:56.486907+00:00","method":"primary","source":"raw/pr_window/Finsys__dockhand.json","source_sha256":"55b0f54daf2673e00d51c2cae59fa25bfa94e0fe0d82134ac7457c3c9bc76f66","fetched_at":"2026-10-19T14:33:56.486907+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to Finsys/dockhand got a first human reply in a median of 2.2 days (40 pull requests, 22 April to 19 October 2026); 36% got none within 14 days.","It ranks 3,304 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":3304,"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":3501,"total":4002,"reason":null}},"similar":[{"owner":"makenotion","name":"notion-mcp-server","rank":3300},{"owner":"antvis","name":"Infographic","rank":3301},{"owner":"neoclide","name":"coc.nvim","rank":3302},{"owner":"DouyinFE","name":"semi-design","rank":3303},{"owner":"shoutem","name":"ui","rank":3307}]},"freeplane/freeplane":{"detail":{"owner":"freeplane","name":"freeplane","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"787ebafcfad50bb4ec87f946ea60137d6b2d5f4c1a5d8c503aa76be0d17afd65","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3177,"tie_group":855,"porchlamp":46.52,"coverage":0.604166666667,"tier":"C","tier_ceiling":"B","quadrant":"Crucible","leverage":58.01,"friction":61.42,"leverage_coverage":0.733333333334,"friction_coverage":0.525,"p_responsiveness":40.869565217391,"c_responsiveness":0.25,"p_criticality":57.35,"c_criticality":0.466666666667,"p_governance":50.5,"c_governance":1.0,"p_rigor":64.12625,"c_rigor":1.0,"p_accessibility":15.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":51.16,"coverage":0.693333333333,"tier":"C","rated":true},"balanced":{"porchlamp":46.52,"coverage":0.604166666667,"tier":"C","rated":true},"career_capital":{"porchlamp":null,"coverage":0.563333333333,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.534166666667,"tier":null,"rated":false},"senior_systems":{"porchlamp":52.4,"coverage":0.675833333333,"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/freeplane__freeplane.json","source_sha256":"cc638cd332d8a9f6fda8663057a1a596d14755c951aa3883e118bbca1b5176ea","fetched_at":"2026-10-28T02:16:49.536189+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":23,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/freeplane__freeplane.json","source_sha256":"aa34ff4a353019ab0d7276c52efb3c17cb84910349a01d8b6022b6ceddad37af","fetched_at":"2026-10-26T07:10:52.450346+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":1296,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/freeplane__freeplane.json","source_sha256":"57a299f24d0ce7d651d109b2bfaf97b334d5f0c28a4e8c38b4eb4926af3e6234","fetched_at":"2026-10-29T10:52:40.802585+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.16666666666666666,"score":66.66666666666667,"n":12,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/freeplane__freeplane.json","source_sha256":"20dd3e435ed0152ba060f65aa9bdc8c46a4965a7a84a2bc60cf754271913748b","fetched_at":"2026-10-22T18:05:55.701261+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/freeplane__freeplane.json","source_sha256":"cc638cd332d8a9f6fda8663057a1a596d14755c951aa3883e118bbca1b5176ea","fetched_at":"2026-10-28T02:16:49.536189+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/freeplane__freeplane.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-27T13:34:13.963912+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5735,"score":57.35,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/freeplane__freeplane.json","source_sha256":"afe1380e910eb726627374e21c8dd23df4533225abac01a940bab38d5751fdb9","fetched_at":"2026-10-29T10:52:40.885680+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/freeplane__freeplane.json","source_sha256":"e1857c3a6e2dd39f778a31a4569a2103ab00ba5ba1b6347ea730c34b5e650a4a","fetched_at":"2026-10-30T14:48:08.769554+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/freeplane__freeplane.json","source_sha256":"cc638cd332d8a9f6fda8663057a1a596d14755c951aa3883e118bbca1b5176ea","fetched_at":"2026-10-28T02:16:49.536189+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":0.4167,"score":52.0875,"n":12,"window_start":"2026-04-25T18:05:55.701261+00:00","window_end":"2026-10-22T18:05:55.701261+00:00","method":"primary","source":"raw/pr_window/freeplane__freeplane.json","source_sha256":"20dd3e435ed0152ba060f65aa9bdc8c46a4965a7a84a2bc60cf754271913748b","fetched_at":"2026-10-22T18:05:55.701261+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":1947.7122,"score":2.173913043478265,"n":6,"window_start":"2026-04-25T18:05:55.701261+00:00","window_end":"2026-10-22T18:05:55.701261+00:00","method":"primary","source":"raw/pr_window/freeplane__freeplane.json","source_sha256":"20dd3e435ed0152ba060f65aa9bdc8c46a4965a7a84a2bc60cf754271913748b","fetched_at":"2026-10-22T18:05:55.701261+00:00","unmeasured_reason":null}],"answer":["For freeplane/freeplane, the reply time has too small a sample to measure (0 pull requests counted; 10 needed).","17% of 12 outside pull requests got no reply within 14 days (27 April to 24 October 2026).","It ranks 3,177 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":3177,"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":2714,"total":4002,"reason":null}},"similar":[{"owner":"MovingBlocks","name":"Terasology","rank":3149},{"owner":"projectlombok","name":"lombok","rank":3162},{"owner":"HMCL-dev","name":"HMCL","rank":3167},{"owner":"oracle","name":"graal","rank":3182},{"owner":"wiremock","name":"wiremock","rank":3200}]},"ggreer/the_silver_searcher":{"detail":{"owner":"ggreer","name":"the_silver_searcher","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"3955cad55f23129b574aa76b59734c5fd19518664ae2abe1bd7a41157f2d888c","eligible":false,"gate_reason":"stale","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"stale","career_capital":"stale","first_timer":"stale","senior_systems":"stale"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"google/gts":{"detail":{"owner":"google","name":"gts","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"3bc042e3803ef0ccef64c94b6f295f8e37d0ecfaffe7986f4446779add648e0d","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":[]},"kimmobrunfeldt/progressbar.js":{"detail":{"owner":"kimmobrunfeldt","name":"progressbar.js","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"de77885319068eeaa5db60cd54da6f7dea50078cdbbc523c1ed417cfa97a4e5f","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":[]},"ktbyers/netmiko":{"detail":{"owner":"ktbyers","name":"netmiko","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"6a98199a984076d3e71d9492a4bada327d156728db28747a0bc70c60fce0dd5d","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3407,"tie_group":null,"porchlamp":44.01,"coverage":0.89,"tier":"C","tier_ceiling":"A","quadrant":"Crucible","leverage":52.71,"friction":61.78,"leverage_coverage":1.0,"friction_coverage":0.795,"p_responsiveness":37.530770239663,"c_responsiveness":0.65,"p_criticality":57.020548921461,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":47.0,"c_rigor":1.0,"p_accessibility":21.502352941176,"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":45.09,"coverage":0.915,"tier":"C","rated":true},"balanced":{"porchlamp":44.01,"coverage":0.89,"tier":"C","rated":true},"career_capital":{"porchlamp":44.04,"coverage":0.9,"tier":"C","rated":true},"first_timer":{"porchlamp":37.56,"coverage":0.8325,"tier":"D","rated":true},"senior_systems":{"porchlamp":48.69,"coverage":0.94,"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/ktbyers__netmiko.json","source_sha256":"34bbdfcb90684e4a20119bd63cc9bcce950439fad0b2875f000cbd77293aefb2","fetched_at":"2026-10-28T02:19:59.251674+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":58,"score":69.81605351170569,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/ktbyers__netmiko.json","source_sha256":"fe3be9acfdd306ce854a0bad86ee875017157a6ca829f23941b87f6dc1f2a705","fetched_at":"2026-10-27T13:49:57.925895+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":911795,"score":58.97651006711409,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__netmiko.json","source_sha256":"563aceb2192aeed3e4ff3c9b51182094fd9f02cf7373ed4394e2febcf1884e43","fetched_at":"2026-10-30T14:54:48.257404+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/ktbyers__netmiko.json","source_sha256":"553f323e94126035100bfdb5ca091a8c1b11677d23c08fb1b514a8aca33bc57b","fetched_at":"2026-10-26T07:26:07.785040+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":101,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/ktbyers__netmiko.json","source_sha256":"274bbb95d60e30f744ef1e49314c9670e19a59d60632fb4278d19be5968b40dc","fetched_at":"2026-10-29T11:06:20.673977+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.3076923076923077,"score":38.46153846153846,"n":13,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/ktbyers__netmiko.json","source_sha256":"b4a8aafa9d07a6262ea17f0894f58fa64f630d0b0512add575def532771f89a4","fetched_at":"2026-10-22T18:55:26.927618+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/ktbyers__netmiko.json","source_sha256":"34bbdfcb90684e4a20119bd63cc9bcce950439fad0b2875f000cbd77293aefb2","fetched_at":"2026-10-28T02:19:59.251674+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.2353,"score":29.4125,"n":17,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/ktbyers__netmiko.json","source_sha256":"89a54d311113fdaf6bdba3d117294bdfc1e4e215065b7c53123e2fc990fa7de4","fetched_at":"2026-10-11T03:09:25.390106+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.1111,"score":22.220000000000002,"n":9,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/ktbyers__netmiko.json","source_sha256":"89a54d311113fdaf6bdba3d117294bdfc1e4e215065b7c53123e2fc990fa7de4","fetched_at":"2026-10-11T03:09:25.390106+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/ktbyers__netmiko.json","source_sha256":"56c6b77c244fd85fe8601fd981a437925329608c613656eff8f44da6bfddcaba","fetched_at":"2026-10-27T13:49:46.399936+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.41,"score":41.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/ktbyers__netmiko.json","source_sha256":"78d20576735299ebdc605bcc490fd299fea79647a82e218871068756b23b2217","fetched_at":"2026-10-29T11:06:20.692315+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/ktbyers__netmiko.json","source_sha256":"fbf673bfe36bb71970a5cf8042445adf95f523f2b4e56cd328b6e108505f3a57","fetched_at":"2026-10-30T14:54:29.733047+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/ktbyers__netmiko.json","source_sha256":"34bbdfcb90684e4a20119bd63cc9bcce950439fad0b2875f000cbd77293aefb2","fetched_at":"2026-10-28T02:19:59.251674+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":"2026-04-25T18:55:26.927618+00:00","window_end":"2026-10-22T18:55:26.927618+00:00","method":"primary","source":"raw/pr_window/ktbyers__netmiko.json","source_sha256":"b4a8aafa9d07a6262ea17f0894f58fa64f630d0b0512add575def532771f89a4","fetched_at":"2026-10-22T18:55:26.927618+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":59.1317,"score":42.47756628850164,"n":11,"window_start":"2026-04-25T18:55:26.927618+00:00","window_end":"2026-10-22T18:55:26.927618+00:00","method":"primary","source":"raw/pr_window/ktbyers__netmiko.json","source_sha256":"b4a8aafa9d07a6262ea17f0894f58fa64f630d0b0512add575def532771f89a4","fetched_at":"2026-10-22T18:55:26.927618+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}],"answer":["Outside pull requests to ktbyers/netmiko got a first human reply in a median of 2.5 days (11 pull requests, 25 April to 22 October 2026); 31% got none within 14 days.","It ranks 3,407 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":3407,"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":3379,"total":4002,"reason":null}},"similar":[{"owner":"CadQuery","name":"cadquery","rank":3395},{"owner":"jazzband","name":"django-silk","rank":3402},{"owner":"EstrellaXD","name":"Auto_Bangumi","rank":3406},{"owner":"lsdefine","name":"GenericAgent","rank":3418},{"owner":"soxoj","name":"maigret","rank":3424}]},"languagetool-org/languagetool":{"detail":{"owner":"languagetool-org","name":"languagetool","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"dcc8d8fe5af2b86b8771789cb0ec1f291b4b8399b14705e00b742ddb3ddc35fa","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3206,"tie_group":863,"porchlamp":46.26,"coverage":0.666666666667,"tier":"C","tier_ceiling":"B","quadrant":"Graveyard","leverage":46.21,"friction":51.2,"leverage_coverage":0.733333333334,"friction_coverage":0.65,"p_responsiveness":57.107002731923,"c_responsiveness":0.5,"p_criticality":48.73,"c_criticality":0.466666666667,"p_governance":50.5,"c_governance":1.0,"p_rigor":39.1525,"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":45.0,"coverage":0.743333333333,"tier":"C","rated":true},"balanced":{"porchlamp":46.26,"coverage":0.666666666667,"tier":"C","rated":true},"career_capital":{"porchlamp":45.07,"coverage":0.613333333333,"tier":"C","rated":true},"first_timer":{"porchlamp":44.0,"coverage":0.621666666667,"tier":"C","rated":true},"senior_systems":{"porchlamp":47.35,"coverage":0.713333333333,"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/languagetool-org__languagetool.json","source_sha256":"2fe01d04308b89da0e4a48d34f796e8e91141d4e941b5600f23a2fc7b3db6a96","fetched_at":"2026-10-27T22:18:15.210542+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.5455,"score":68.1875,"n":11,"window_start":"2026-04-25T00:21:30.630334+00:00","window_end":"2026-07-24T00:21:30.630334+00:00","method":"primary","source":"raw/pr_window/languagetool-org__languagetool.json","source_sha256":"fcf4bb61aa5aaf07bf7a83c0fd2d2c60792dc6c25be25c612584df52d598dc3d","fetched_at":"2026-10-22T00:21:30.630334+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/languagetool-org__languagetool.json","source_sha256":"974959eb595e0e39dfecb583c9f6d77c3792b09abab106512c164e27c6457cc0","fetched_at":"2026-10-25T01:13:56.904805+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":2063,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/languagetool-org__languagetool.json","source_sha256":"f470e721f397ba8647626243b7c1098604ca7f2d623bc290f504106ceab2ff7d","fetched_at":"2026-10-28T16:33:51.694418+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.35294117647058826,"score":29.411764705882348,"n":34,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/languagetool-org__languagetool.json","source_sha256":"fcf4bb61aa5aaf07bf7a83c0fd2d2c60792dc6c25be25c612584df52d598dc3d","fetched_at":"2026-10-22T00:21:30.630334+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/languagetool-org__languagetool.json","source_sha256":"2fe01d04308b89da0e4a48d34f796e8e91141d4e941b5600f23a2fc7b3db6a96","fetched_at":"2026-10-27T22:18:15.210542+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":"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/languagetool-org__languagetool.json","source_sha256":"c41f89471975bbafb936a54e2751613705bb7d72cf38ed686a9e1eeefa45ddd2","fetched_at":"2026-10-26T19:00:33.804417+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4873,"score":48.730000000000004,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/languagetool-org__languagetool.json","source_sha256":"b480f814f870e05c32035758a8c2dec60008655e3dd4199408de67dc19bd2a2a","fetched_at":"2026-10-28T16:33:51.821873+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/languagetool-org__languagetool.json","source_sha256":"5112549293315775ad3239be2952fef5b3404a178e8024c6c29f1e2aaa2cd793","fetched_at":"2026-10-30T09:57:58.000855+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/languagetool-org__languagetool.json","source_sha256":"2fe01d04308b89da0e4a48d34f796e8e91141d4e941b5600f23a2fc7b3db6a96","fetched_at":"2026-10-27T22:18:15.210542+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":0.2174,"score":27.175,"n":23,"window_start":"2026-04-25T00:21:30.630334+00:00","window_end":"2026-10-22T00:21:30.630334+00:00","method":"primary","source":"raw/pr_window/languagetool-org__languagetool.json","source_sha256":"fcf4bb61aa5aaf07bf7a83c0fd2d2c60792dc6c25be25c612584df52d598dc3d","fetched_at":"2026-10-22T00:21:30.630334+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":232.7275,"score":70.94861660079052,"n":22,"window_start":"2026-04-25T00:21:30.630334+00:00","window_end":"2026-10-22T00:21:30.630334+00:00","method":"primary","source":"raw/pr_window/languagetool-org__languagetool.json","source_sha256":"fcf4bb61aa5aaf07bf7a83c0fd2d2c60792dc6c25be25c612584df52d598dc3d","fetched_at":"2026-10-22T00:21:30.630334+00:00","unmeasured_reason":null}],"answer":["For languagetool-org/languagetool, the reply time has too small a sample to measure (0 pull requests counted; 10 needed).","35% of 34 outside pull requests got no reply within 14 days (27 April to 24 October 2026).","It ranks 3,206 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":3206,"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":3393,"total":4002,"reason":null}},"similar":[{"owner":"freeplane","name":"freeplane","rank":3177},{"owner":"oracle","name":"graal","rank":3182},{"owner":"wiremock","name":"wiremock","rank":3200},{"owner":"jindrapetrik","name":"jpexs-decompiler","rank":3233},{"owner":"mapstruct","name":"mapstruct","rank":3234}]},"lgvalle/Material-Animations":{"detail":{"owner":"lgvalle","name":"Material-Animations","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"762f7898b02b0edc9ee308cf66faa0b0e0510f3c66d51ebe9665549cd4278b96","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":[]},"lich0821/WeChatFerry":{"detail":{"owner":"lich0821","name":"WeChatFerry","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"639619aba0d8c285a1fd4e5511c1d76426ae136f3405fe4ee627b8567180e479","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":[]},"lyuwenyu/RT-DETR":{"detail":{"owner":"lyuwenyu","name":"RT-DETR","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"7e3584e22146797df78ef25b834fc2ccd34be433a348a2a6bad56c07be28e22c","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3553,"tie_group":945,"porchlamp":42.14,"coverage":0.63,"tier":"C","tier_ceiling":"B","quadrant":"Graveyard","leverage":47.79,"friction":58.29,"leverage_coverage":0.605,"friction_coverage":0.67,"p_responsiveness":40.083581964163,"c_responsiveness":0.75,"p_criticality":34.6,"c_criticality":0.35,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":58.8175,"c_rigor":1.0,"p_accessibility":12.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold"},"persona_composites":{"ai_assisted":{"porchlamp":46.36,"coverage":0.7175,"tier":"C","rated":true},"balanced":{"porchlamp":42.14,"coverage":0.63,"tier":"C","rated":true},"career_capital":{"porchlamp":null,"coverage":0.57,"tier":null,"rated":false},"first_timer":{"porchlamp":36.61,"coverage":0.645,"tier":"D","rated":true},"senior_systems":{"porchlamp":46.54,"coverage":0.6225,"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/lyuwenyu__RT-DETR.json","source_sha256":"6d5e28effcc76ea11d6780876bdd3d443da9c68a64573a4447dd817d8105ef29","fetched_at":"2026-10-28T01:14:59.714455+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":40.0,"score":40.0,"n":0,"window_start":null,"window_end":null,"method":"proxy:setup_signals_only","source":"raw/actions_runs/lyuwenyu__RT-DETR.json","source_sha256":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","fetched_at":"2026-10-26T00:48:34.249472+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":4,"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":true,"value":0.3076923076923077,"score":38.46153846153846,"n":13,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/lyuwenyu__RT-DETR.json","source_sha256":"402db18c4a85a35c3d8f144aac4a5fa1004fdeb7ab81e41dc57451f808f2124b","fetched_at":"2026-10-20T00:58:36.120060+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/lyuwenyu__RT-DETR.json","source_sha256":"6d5e28effcc76ea11d6780876bdd3d443da9c68a64573a4447dd817d8105ef29","fetched_at":"2026-10-28T01:14:59.714455+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.6,"score":75.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/lyuwenyu__RT-DETR.json","source_sha256":"ad417ed95c0a55f3c4d308f379f83e9cce59111bd0564dc97320aa0024dd6bd8","fetched_at":"2026-10-11T01:57:46.306897+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/lyuwenyu__RT-DETR.json","source_sha256":"bc5dbd20a083f36f089e0be447c95b62d2c1f2e392ef521cdc1887ca978a080e","fetched_at":"2026-10-27T07:54:21.181851+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.346,"score":34.599999999999994,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/lyuwenyu__RT-DETR.json","source_sha256":"658c29aa783550b9112f68e5008fd510561b22c9932210206b130c6b11b5a551","fetched_at":"2026-10-29T06:56:07.382753+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":100.0,"score":100.0,"n":11,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/lyuwenyu__RT-DETR.json","source_sha256":"402db18c4a85a35c3d8f144aac4a5fa1004fdeb7ab81e41dc57451f808f2124b","fetched_at":"2026-10-27T07:54:25.902584+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/lyuwenyu__RT-DETR.json","source_sha256":"6d5e28effcc76ea11d6780876bdd3d443da9c68a64573a4447dd817d8105ef29","fetched_at":"2026-10-28T01:14:59.714455+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":0.1818,"score":22.724999999999998,"n":11,"window_start":"2026-04-23T00:58:36.120060+00:00","window_end":"2026-10-20T00:58:36.120060+00:00","method":"primary","source":"raw/pr_window/lyuwenyu__RT-DETR.json","source_sha256":"402db18c4a85a35c3d8f144aac4a5fa1004fdeb7ab81e41dc57451f808f2124b","fetched_at":"2026-10-20T00:58:36.120060+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":113.5822,"score":18.934238747630502,"n":11,"window_start":"2026-04-23T00:58:36.120060+00:00","window_end":"2026-10-20T00:58:36.120060+00:00","method":"primary","source":"raw/pr_window/lyuwenyu__RT-DETR.json","source_sha256":"402db18c4a85a35c3d8f144aac4a5fa1004fdeb7ab81e41dc57451f808f2124b","fetched_at":"2026-10-20T00:58:36.120060+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":526.2589,"score":36.1318407960199,"n":11,"window_start":"2026-04-23T00:58:36.120060+00:00","window_end":"2026-10-20T00:58:36.120060+00:00","method":"primary","source":"raw/pr_window/lyuwenyu__RT-DETR.json","source_sha256":"402db18c4a85a35c3d8f144aac4a5fa1004fdeb7ab81e41dc57451f808f2124b","fetched_at":"2026-10-20T00:58:36.120060+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to lyuwenyu/RT-DETR got a first human reply in a median of 4.7 days (11 pull requests, 23 April to 20 October 2026); 31% got none within 14 days.","It ranks 3,553 of 4,044 overall.","For first-time contributors it ranks 1,864 of 1,904 (the bottom 3%)."],"standings":{"balanced":{"rank":3553,"total":4044,"reason":null},"first_timer":{"rank":1864,"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":925,"total":986,"reason":null},"ai_assisted":{"rank":3275,"total":4002,"reason":null}},"similar":[{"owner":"Maxteabag","name":"sqlit","rank":3547},{"owner":"msiemens","name":"tinydb","rank":3551},{"owner":"facebookresearch","name":"xformers","rank":3552},{"owner":"CodeGraphContext","name":"CodeGraphContext","rank":3559},{"owner":"mem0ai","name":"mem0","rank":3560}]},"Mebus/cupp":{"detail":{"owner":"Mebus","name":"cupp","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"a9e49f90eda09aabc66fc8196b890774a13817ba372e279c13176cc8b82ecd17","eligible":false,"gate_reason":"non_software","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"non_software","career_capital":"non_software","first_timer":"non_software","senior_systems":"non_software"},"persona_composites":{},"suspicion":["closed_unread"],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"melonjs/melonJS":{"detail":{"owner":"melonjs","name":"melonJS","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"28f5a43b649fe15fe673ab3007c7e141c5e7c78ecc749e7490b2ab90738aff06","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3455,"tie_group":null,"porchlamp":43.5,"coverage":0.655,"tier":"C","tier_ceiling":"B","quadrant":"Graveyard","leverage":42.68,"friction":52.73,"leverage_coverage":0.91,"friction_coverage":0.45,"p_responsiveness":55.844748858447,"c_responsiveness":0.1,"p_criticality":34.312141200712,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":51.428571428571,"c_rigor":0.7,"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":45.71,"coverage":0.665,"tier":"C","rated":true},"balanced":{"porchlamp":43.5,"coverage":0.655,"tier":"C","rated":true},"career_capital":{"porchlamp":40.1,"coverage":0.69,"tier":"C","rated":true},"first_timer":{"porchlamp":null,"coverage":0.505,"tier":null,"rated":false},"senior_systems":{"porchlamp":44.35,"coverage":0.78,"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/melonjs__melonJS.json","source_sha256":"12b3417145c74842a8a2a9f0f775a3c18a4424a772d73849bb2fed7f84d12008","fetched_at":"2026-10-28T00:41:36.948592+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":5,"score":36.72248803827751,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/melonjs__melonJS.json","source_sha256":"7d25314d5106e022cfd6eef69996d4d13f10dfdfe5a9d9d417ff2ec8d09069f2","fetched_at":"2026-10-27T05:02:23.860625+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":7814,"score":19.16058394160584,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__melonJS.json","source_sha256":"a8312698439e50cee8f836c2e3c8ee3ddb03feff6517334e286ad5fa55a84bb0","fetched_at":"2026-10-30T12:51:18.578709+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/melonjs__melonJS.json","source_sha256":"e7b1bff584a38e1020d48bb50dfc2882d98d635b1022724935e98a9b330d3ddb","fetched_at":"2026-10-25T22:36:15.855874+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":777,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/melonjs__melonJS.json","source_sha256":"0034a88c8871e2974457201e2d404246561e2e0313c2ab02643eee2e7ec37da0","fetched_at":"2026-10-29T04:27:39.264070+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/melonjs__melonJS.json","source_sha256":"12b3417145c74842a8a2a9f0f775a3c18a4424a772d73849bb2fed7f84d12008","fetched_at":"2026-10-28T00:41:36.948592+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/melonjs__melonJS.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-27T05:02:14.496228+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4238,"score":42.38,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/melonjs__melonJS.json","source_sha256":"ec9f0671e823d5cab8a7cecab2723f4968f8f32960afe1f03609037e1c5ec5fa","fetched_at":"2026-10-29T04:27:39.307585+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/melonjs__melonJS.json","source_sha256":"6b38d1e7d7f10e62bbb9f7873bcb39747ae4e00cef09964a3365cfbccddf278b","fetched_at":"2026-10-30T12:51:17.307683+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/melonjs__melonJS.json","source_sha256":"12b3417145c74842a8a2a9f0f775a3c18a4424a772d73849bb2fed7f84d12008","fetched_at":"2026-10-28T00:41:36.948592+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":252.7497,"score":55.84474885844749,"n":9,"window_start":"2026-04-22T16:23:00.317753+00:00","window_end":"2026-10-19T16:23:00.317753+00:00","method":"primary","source":"raw/pr_window/melonjs__melonJS.json","source_sha256":"368c9ae643d7737b40f09cf0360db5fcdac0d4a4a90822c6386b0926dcda6dff","fetched_at":"2026-10-19T16:23:00.317753+00:00","unmeasured_reason":null}],"answer":["For melonjs/melonJS, 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 3,455 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":3455,"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":3340,"total":4002,"reason":null}},"similar":[{"owner":"likec4","name":"likec4","rank":3446},{"owner":"bfirsh","name":"jsnes","rank":3451},{"owner":"shelljs","name":"shelljs","rank":3453},{"owner":"refactoringhq","name":"tolaria","rank":3454},{"owner":"birobirobiro","name":"awesome-shadcn-ui","rank":3456}]},"mwaskom/seaborn":{"detail":{"owner":"mwaskom","name":"seaborn","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"efccf58d90b53f7df3fc673277161ee374d295483ed1658edfe9e3f22ca35895","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":39,"population_n":41,"unanswered_share":0.9512195121951219,"ignored":34,"ignored_share":0.8292682926829268,"wilson_lower_bound":0.7131,"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":"2026-10-22T02:15:20.755283+00:00","source":"raw/pr_window/mwaskom__seaborn.json","source_sha256":"04dab868c2bcf39bf106e94aedcaa76e32baad7b05c5de4f16afe62a6cd8168e","excluded":{"draft":0,"self_closed":5,"new_account":2,"bot":0,"internal":9,"under_14d":16},"counted_prs":[{"number":4003,"created_at":"2026-10-08T00:37:59Z","answered_within_14d":true,"first_response_at":"2026-10-08T01:29:20Z","response_kind":"merged","touched_ever":true},{"number":4002,"created_at":"2026-10-05T15:35:21Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":4001,"created_at":"2026-09-30T22:25:25Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":4000,"created_at":"2026-09-30T22:25:19Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3999,"created_at":"2026-09-28T12:05:02Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3996,"created_at":"2026-09-20T22:25:22Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3994,"created_at":"2026-09-13T12:40:02Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3993,"created_at":"2026-09-13T04:39:05Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3992,"created_at":"2026-09-09T09:54:15Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3991,"created_at":"2026-09-09T09:52:38Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3984,"created_at":"2026-08-31T17:01:36Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3983,"created_at":"2026-08-31T14:21:05Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3982,"created_at":"2026-08-31T13:52:29Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3980,"created_at":"2026-08-17T04:36:27Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3979,"created_at":"2026-08-15T19:12:03Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3978,"created_at":"2026-08-14T01:01:15Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3977,"created_at":"2026-08-12T07:46:17Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3972,"created_at":"2026-08-05T20:28:11Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3971,"created_at":"2026-08-05T13:14:02Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3970,"created_at":"2026-07-31T06:07:07Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3969,"created_at":"2026-07-30T16:04:17Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3967,"created_at":"2026-07-21T05:23:42Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3966,"created_at":"2026-07-17T16:35:03Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3965,"created_at":"2026-07-16T23:03:04Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3964,"created_at":"2026-07-13T14:43:59Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3962,"created_at":"2026-07-12T19:18:06Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3961,"created_at":"2026-07-12T00:08:11Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3956,"created_at":"2026-07-04T13:10:05Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3950,"created_at":"2026-07-03T10:58:27Z","answered_within_14d":true,"first_response_at":"2026-07-05T22:14:32Z","response_kind":"closed_by_maintainer","touched_ever":true},{"number":3949,"created_at":"2026-06-28T16:41:11Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3946,"created_at":"2026-06-15T10:24:52Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3945,"created_at":"2026-06-12T15:43:10Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":true},{"number":3944,"created_at":"2026-06-09T19:17:52Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":true},{"number":3943,"created_at":"2026-05-26T10:45:16Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3941,"created_at":"2026-05-23T08:33:30Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3939,"created_at":"2026-05-08T16:51:37Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3938,"created_at":"2026-05-03T21:07:28Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":3935,"created_at":"2026-05-01T08:13:02Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":true},{"number":3934,"created_at":"2026-04-30T08:13:04Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":true},{"number":3933,"created_at":"2026-04-30T08:05:58Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":true},{"number":3932,"created_at":"2026-04-28T11:31:31Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false}],"rule_inputs_measured":true}},"evidence":[]},"MycroftAI/mycroft-core":{"detail":{"owner":"MycroftAI","name":"mycroft-core","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"03fca7aa6def09893275a42dc75b85c7c83ede34be644f58164816916034ec63","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":[]},"nginx/kubernetes-ingress":{"detail":{"owner":"nginx","name":"kubernetes-ingress","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"917d79a5fd2829a3cc6c0ac617af93a01f7673c0662cf1ba291412bbf3e0a7db","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2348,"tie_group":615,"porchlamp":52.8,"coverage":0.8125,"tier":"C","tier_ceiling":"A","quadrant":"Nursery","leverage":45.75,"friction":39.92,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":82.808722808723,"c_responsiveness":0.55,"p_criticality":29.278253687316,"c_criticality":1.0,"p_governance":38.25,"c_governance":1.0,"p_rigor":78.19875,"c_rigor":1.0,"p_accessibility":36.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":59.12,"coverage":0.86,"tier":"B","rated":true},"balanced":{"porchlamp":52.8,"coverage":0.8125,"tier":"C","rated":true},"career_capital":{"porchlamp":47.57,"coverage":0.81,"tier":"C","rated":true},"first_timer":{"porchlamp":56.27,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":49.67,"coverage":0.9075,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/nginx__kubernetes-ingress.json","source_sha256":"5d7f8d45c053f261b72d635699e77cff5556a08542b233aeed9c85a75376676e","fetched_at":"2026-10-28T01:39:27.464811+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/nginx__kubernetes-ingress.json","source_sha256":"df7e1da75363ab0833ebb83dbde726f064ca53045e67f2a4d32869e381974b8a","fetched_at":"2026-10-27T10:12:53.819047+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":50.0,"score":50.0,"n":24,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/nginx__kubernetes-ingress.json","source_sha256":"cb8de5e267b7a0d1425fe3d1c3f1d187c6c43dedc8e4bea453710a4e395f622c","fetched_at":"2026-10-26T02:50:10.118251+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":438,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/nginx__kubernetes-ingress.json","source_sha256":"4e29f993b43c9102d2c7a0963e7daa1a0059007b70e10c21f33083ad15071529","fetched_at":"2026-10-29T08:31:13.716850+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.12087912087912088,"score":75.82417582417582,"n":182,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/nginx__kubernetes-ingress.json","source_sha256":"9b9f6399363c1eb6eb411f49dcc70b12465edaf49059a298a633650ec10ca608","fetched_at":"2026-10-23T18:04:51.183949+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/nginx__kubernetes-ingress.json","source_sha256":"5d7f8d45c053f261b72d635699e77cff5556a08542b233aeed9c85a75376676e","fetched_at":"2026-10-28T01:39:27.464811+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":3,"score":30.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/nginx__kubernetes-ingress.json","source_sha256":"89ec398eccb7597363d5d7ab0d2bed2eb3091360f73a36981f6a9dad96bb5c0c","fetched_at":"2026-10-27T10:12:45.910923+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4504,"score":45.04,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/nginx__kubernetes-ingress.json","source_sha256":"4dd99a83c6189201b746f4b049888084979dffe73376e5c75d6fa9c47fdedecd","fetched_at":"2026-10-29T08:31:13.813030+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":84.0,"score":84.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/nginx__kubernetes-ingress.json","source_sha256":"264c915aa6525a0cf5aa6ae6ecae47f75fe5fdf89b994798733e806d76f51746","fetched_at":"2026-10-30T13:56:57.877316+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/nginx__kubernetes-ingress.json","source_sha256":"5d7f8d45c053f261b72d635699e77cff5556a08542b233aeed9c85a75376676e","fetched_at":"2026-10-28T01:39:27.464811+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":0.4293,"score":53.6625,"n":184,"window_start":"2026-04-26T18:04:51.183949+00:00","window_end":"2026-10-23T18:04:51.183949+00:00","method":"primary","source":"raw/pr_window/nginx__kubernetes-ingress.json","source_sha256":"9b9f6399363c1eb6eb411f49dcc70b12465edaf49059a298a633650ec10ca608","fetched_at":"2026-10-23T18:04:51.183949+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":2.059,"score":100.0,"n":186,"window_start":"2026-04-26T18:04:51.183949+00:00","window_end":"2026-10-23T18:04:51.183949+00:00","method":"primary","source":"raw/pr_window/nginx__kubernetes-ingress.json","source_sha256":"9b9f6399363c1eb6eb411f49dcc70b12465edaf49059a298a633650ec10ca608","fetched_at":"2026-10-23T18:04:51.183949+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":501.4461,"score":41.711711711711715,"n":157,"window_start":"2026-04-26T18:04:51.183949+00:00","window_end":"2026-10-23T18:04:51.183949+00:00","method":"primary","source":"raw/pr_window/nginx__kubernetes-ingress.json","source_sha256":"9b9f6399363c1eb6eb411f49dcc70b12465edaf49059a298a633650ec10ca608","fetched_at":"2026-10-23T18:04:51.183949+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to nginx/kubernetes-ingress got a first human reply in a median of 2.1 hours (186 pull requests, 26 April to 23 October 2026); 12% got none within 14 days.","It ranks 2,348 of 4,044 overall.","For first-time contributors it ranks 1,121 of 1,904 (the bottom 42%)."],"standings":{"balanced":{"rank":2348,"total":4044,"reason":null},"first_timer":{"rank":1121,"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":1552,"total":4002,"reason":null}},"similar":[{"owner":"opencloud-eu","name":"opencloud","rank":2341},{"owner":"gotify","name":"server","rank":2347},{"owner":"windtf","name":"wireproxy","rank":2355},{"owner":"JanDeDobbeleer","name":"oh-my-posh","rank":2356},{"owner":"samber","name":"lo","rank":2357}]},"NotionX/react-notion-x":{"detail":{"owner":"NotionX","name":"react-notion-x","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"732b9cae4ab656c4aaec3646f1e9a9fa95ae89827750c9dcb116e7a633f66329","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1304,"tie_group":316,"porchlamp":59.7,"coverage":0.7075,"tier":"B","tier_ceiling":"B","quadrant":"Sweet Spot","leverage":55.08,"friction":35.45,"leverage_coverage":0.91,"friction_coverage":0.52,"p_responsiveness":79.497716894977,"c_responsiveness":0.1,"p_criticality":45.812129559133,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":73.571428571429,"c_rigor":0.7,"p_accessibility":48.235294117647,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":63.21,"coverage":0.7,"tier":"B","rated":true},"balanced":{"porchlamp":59.7,"coverage":0.7075,"tier":"B","rated":true},"career_capital":{"porchlamp":56.51,"coverage":0.76,"tier":"B","rated":true},"first_timer":{"porchlamp":61.81,"coverage":0.61,"tier":"B","rated":true},"senior_systems":{"porchlamp":57.71,"coverage":0.7975,"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/NotionX__react-notion-x.json","source_sha256":"bec9b0f6694158e062d5f28db1c77b873cbd1ff16bee21fa377154af189344f6","fetched_at":"2026-10-28T01:20:53.522670+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":71,"score":49.58133971291866,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/NotionX__react-notion-x.json","source_sha256":"3309bb81e6bbdd10e22ff66f496788b0a51728d4a9c04df0c152242d9e533289","fetched_at":"2026-10-27T08:19:38.284601+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":350632,"score":44.586374695863746,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__react-notion-x.json","source_sha256":"15a0c4c2b25978f45496fc0ee43dfa2c5c63b563e22478b9e7288e5e0ba8df07","fetched_at":"2026-10-30T13:34:23.946074+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":40.0,"score":40.0,"n":0,"window_start":null,"window_end":null,"method":"proxy:setup_signals_only","source":"raw/actions_runs/NotionX__react-notion-x.json","source_sha256":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","fetched_at":"2026-10-26T01:12:51.444855+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":184,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/NotionX__react-notion-x.json","source_sha256":"3f8c0211aa2aafafeacb8f157723b083457bf1e569f1a737f054e7d865d0fa39","fetched_at":"2026-10-29T07:18:32.794810+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/NotionX__react-notion-x.json","source_sha256":"bec9b0f6694158e062d5f28db1c77b873cbd1ff16bee21fa377154af189344f6","fetched_at":"2026-10-28T01:20:53.522670+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":0.5,"score":100.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/NotionX__react-notion-x.json","source_sha256":"cf14068daf6495120d30747ada23597176236a764eca13ca211b258c62795c7a","fetched_at":"2026-10-11T01:33:21.331415+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/NotionX__react-notion-x.json","source_sha256":"f83ef8453afacb53ccc9941b4b3a695d9c74a951961dbe63fba5bd20b68d5a01","fetched_at":"2026-10-27T08:19:25.894960+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4238,"score":42.38,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/NotionX__react-notion-x.json","source_sha256":"a114ac5362c84c8e2651a2f56b56859ca88680513ed8ea31a826bc24d39891db","fetched_at":"2026-10-29T07:18:32.846802+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/NotionX__react-notion-x.json","source_sha256":"143ec64992e76fadf8489164a9e8ea5de8bbdce5b9aa3d0c051269026bf74634","fetched_at":"2026-10-30T13:34:22.718397+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/NotionX__react-notion-x.json","source_sha256":"bec9b0f6694158e062d5f28db1c77b873cbd1ff16bee21fa377154af189344f6","fetched_at":"2026-10-28T01:20:53.522670+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":104.9631,"score":79.49771689497717,"n":5,"window_start":"2026-04-23T02:38:43.739653+00:00","window_end":"2026-10-20T02:38:43.739653+00:00","method":"primary","source":"raw/pr_window/NotionX__react-notion-x.json","source_sha256":"bacbdee90da526bf50567186375ff0a9e0027a07605d645a2f9a0be5a9d00aef","fetched_at":"2026-10-20T02:38:43.739653+00:00","unmeasured_reason":null}],"answer":["For NotionX/react-notion-x, 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 1,304 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1304,"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":987,"total":4002,"reason":null}},"similar":[{"owner":"assistant-ui","name":"assistant-ui","rank":1298},{"owner":"bookorbit","name":"bookorbit","rank":1299},{"owner":"CopilotKit","name":"OpenBot","rank":1307},{"owner":"CyberTimon","name":"RapidRAW","rank":1314},{"owner":"uswds","name":"uswds","rank":1316}]},"plastic-labs/honcho":{"detail":{"owner":"plastic-labs","name":"honcho","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"1106c8eee4749b6e48fd2f4c33070e707b086468d91419e736855456848ea0f8","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2605,"tie_group":688,"porchlamp":51.27,"coverage":0.8125,"tier":"C","tier_ceiling":"A","quadrant":"Crucible","leverage":60.66,"friction":51.61,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":36.771333107457,"c_responsiveness":0.55,"p_criticality":35.192099638616,"c_criticality":1.0,"p_governance":86.0,"c_governance":1.0,"p_rigor":86.19853,"c_rigor":1.0,"p_accessibility":21.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate"},"persona_composites":{"ai_assisted":{"porchlamp":59.56,"coverage":0.86,"tier":"B","rated":true},"balanced":{"porchlamp":51.27,"coverage":0.8125,"tier":"C","rated":true},"career_capital":{"porchlamp":45.39,"coverage":0.81,"tier":"C","rated":true},"first_timer":{"porchlamp":44.21,"coverage":0.6925,"tier":"C","rated":true},"senior_systems":{"porchlamp":57.62,"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/plastic-labs__honcho.json","source_sha256":"309f14771cd1f591a8a7ead0f782636a90994b0c09e1b0e7507210e7d4344045","fetched_at":"2026-10-28T00:11:03.404459+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/plastic-labs__honcho.json","source_sha256":"4618730fb781839b93436539380f1739c4924ca8a59b95c7d3621533ce5a005d","fetched_at":"2026-10-27T02:21:35.172499+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":542206,"score":53.7751677852349,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__honcho.json","source_sha256":"68bbe31d5ae610562d56085efdcb071cbe5b5d4ece0d4fb653fbda5a0ff6f76b","fetched_at":"2026-10-30T12:16:08.011823+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/plastic-labs__honcho.json","source_sha256":"a4ee2754409442b78828e24c64b6e30fcba5c03564877f9f0e2ec08565157206","fetched_at":"2026-10-25T20:31:12.004062+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":599,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/plastic-labs__honcho.json","source_sha256":"39977b8196048b62ec19737f67ab46673d4595e01ced772f9d71db3a8dee2297","fetched_at":"2026-10-28T23:35:59.788759+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.40441176470588236,"score":19.117647058823522,"n":272,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/plastic-labs__honcho.json","source_sha256":"9efa4b9b065358dccc21533e44f53e56ef1ea6f77f654ed85a6f31b2958018e2","fetched_at":"2026-10-22T11:02:03.592638+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/plastic-labs__honcho.json","source_sha256":"309f14771cd1f591a8a7ead0f782636a90994b0c09e1b0e7507210e7d4344045","fetched_at":"2026-10-28T00:11:03.404459+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/plastic-labs__honcho.json","source_sha256":"62f2ca8c799e1a70d906e91b6298dd516e173d9a4cfbd638b8bec106c90d0f8c","fetched_at":"2026-10-27T02:21:27.762495+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4016,"score":40.160000000000004,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/plastic-labs__honcho.json","source_sha256":"58605300ab4d97d05f81df611ef0c22db328c0ea2dd2e456168ead8f277d233d","fetched_at":"2026-10-28T23:35:59.836875+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":93.8182,"score":93.8182,"n":330,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/plastic-labs__honcho.json","source_sha256":"9efa4b9b065358dccc21533e44f53e56ef1ea6f77f654ed85a6f31b2958018e2","fetched_at":"2026-10-27T02:21:36.183490+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/plastic-labs__honcho.json","source_sha256":"309f14771cd1f591a8a7ead0f782636a90994b0c09e1b0e7507210e7d4344045","fetched_at":"2026-10-28T00:11:03.404459+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":0.5379,"score":67.23750000000001,"n":277,"window_start":"2026-04-25T11:02:03.592638+00:00","window_end":"2026-10-22T11:02:03.592638+00:00","method":"primary","source":"raw/pr_window/plastic-labs__honcho.json","source_sha256":"9efa4b9b065358dccc21533e44f53e56ef1ea6f77f654ed85a6f31b2958018e2","fetched_at":"2026-10-22T11:02:03.592638+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":53.1725,"score":46.3088526733962,"n":249,"window_start":"2026-04-25T11:02:03.592638+00:00","window_end":"2026-10-22T11:02:03.592638+00:00","method":"primary","source":"raw/pr_window/plastic-labs__honcho.json","source_sha256":"9efa4b9b065358dccc21533e44f53e56ef1ea6f77f654ed85a6f31b2958018e2","fetched_at":"2026-10-22T11:02:03.592638+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":548.9281,"score":34.63930348258707,"n":154,"window_start":"2026-04-25T11:02:03.592638+00:00","window_end":"2026-10-22T11:02:03.592638+00:00","method":"primary","source":"raw/pr_window/plastic-labs__honcho.json","source_sha256":"9efa4b9b065358dccc21533e44f53e56ef1ea6f77f654ed85a6f31b2958018e2","fetched_at":"2026-10-22T11:02:03.592638+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to plastic-labs/honcho got a first human reply in a median of 2.2 days (249 pull requests, 25 April to 22 October 2026); 40% got none within 14 days.","It ranks 2,605 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":2605,"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":656,"total":986,"reason":null},"ai_assisted":{"rank":1486,"total":4002,"reason":null}},"similar":[{"owner":"kivy","name":"python-for-android","rank":2593},{"owner":"MervinPraison","name":"PraisonAI","rank":2599},{"owner":"speechbrain","name":"speechbrain","rank":2604},{"owner":"Kludex","name":"uvicorn","rank":2609},{"owner":"LmeSzinc","name":"AzurLaneAutoScript","rank":2616}]},"qstumn/BadgeView":{"detail":{"owner":"qstumn","name":"BadgeView","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"93589f88ecb0db6d3a38c4b0f285cd0bdbf11b5be6e6041c46e1637abe0daad9","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":[]},"schollz/find":{"detail":{"owner":"schollz","name":"find","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"4c1527d1e4a256c6866b3a8f2f5a6744aedccdd67c102c92b3acf34b658b0733","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":[]},"sensepost/objection":{"detail":{"owner":"sensepost","name":"objection","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"985fb78c3b9c8d82d213243d62978032514fa33eb59b0b493fefbc110075afb5","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2824,"tie_group":749,"porchlamp":49.59,"coverage":0.61,"tier":"C","tier_ceiling":"B","quadrant":"Nursery","leverage":42.53,"friction":39.03,"leverage_coverage":0.84,"friction_coverage":0.395,"p_responsiveness":75.0,"c_responsiveness":0.2,"p_criticality":35.365136607484,"c_criticality":1.0,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":40.0,"c_rigor":0.7,"p_accessibility":21.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":47.81,"coverage":0.6325,"tier":"C","rated":true},"balanced":{"porchlamp":49.59,"coverage":0.61,"tier":"C","rated":true},"career_capital":{"porchlamp":45.21,"coverage":0.6575,"tier":"C","rated":true},"first_timer":{"porchlamp":null,"coverage":0.4875,"tier":null,"rated":false},"senior_systems":{"porchlamp":48.74,"coverage":0.7075,"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/sensepost__objection.json","source_sha256":"fe5c94a59fdcce88569a5f1f9c87a5338d55e441f56815bd03cec2048e3a49fd","fetched_at":"2026-10-27T23:29:02.951008+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/sensepost__objection.json","source_sha256":"3e21925e87497de3be645117c5468a63f56dcfbfef024060a8e17deb17318cab","fetched_at":"2026-10-26T23:34:43.987577+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":18891,"score":28.607382550335572,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__objection.json","source_sha256":"142b631feaf57ce08ee22ebef5336697d31facad375f41e2f6b82491b6143eec","fetched_at":"2026-10-30T11:28:19.096053+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":15,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/sensepost__objection.json","source_sha256":"2a12d4d45f000900fdb9bc212ded9fa1e90d361151251fc59a6586ede50a7bb3","fetched_at":"2026-10-25T16:11:39.760459+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":2,"score":null,"n":23,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.5714285714285714,"score":null,"n":7,"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/sensepost__objection.json","source_sha256":"fe5c94a59fdcce88569a5f1f9c87a5338d55e441f56815bd03cec2048e3a49fd","fetched_at":"2026-10-27T23:29:02.951008+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.6,"score":75.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/sensepost__objection.json","source_sha256":"5f39378547921a2cf7333caf6a40208272cd2b244a10130aff5fea28f8bbe903","fetched_at":"2026-10-10T22:53:03.019325+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/sensepost__objection.json","source_sha256":"96202b74e7afda44f06ff371582984d286ff7c3ffbd629d892e9b42ffb38cb68","fetched_at":"2026-10-26T23:34:37.156247+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3436,"score":34.36,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/sensepost__objection.json","source_sha256":"f8ba41f5a0354f9dbf998f2ff00567085d0c8a19ef51a1f7cfddf9bbad4a7343","fetched_at":"2026-10-28T21:11:43.946436+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/sensepost__objection.json","source_sha256":"b19587390a8a8a557f8cc268e95857f53874aa2bab6751515a06faf5a9808712","fetched_at":"2026-10-30T11:28:02.709215+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/sensepost__objection.json","source_sha256":"fe5c94a59fdcce88569a5f1f9c87a5338d55e441f56815bd03cec2048e3a49fd","fetched_at":"2026-10-27T23:29:02.951008+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 sensepost/objection, the reply time and the share with no reply within 14 days both have too small a sample to measure (0 and 7 pull requests counted; 10 needed).","It ranks 2,824 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":2824,"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":890,"total":986,"reason":null},"ai_assisted":{"rank":3119,"total":4002,"reason":null}},"similar":[{"owner":"subzeroid","name":"instagrapi","rank":2808},{"owner":"huggingface","name":"skills","rank":2817},{"owner":"NVIDIA","name":"warp","rank":2829},{"owner":"jpadilla","name":"pyjwt","rank":2830},{"owner":"roboflow","name":"rf-detr","rank":2839}]},"Soundnode/soundnode-app":{"detail":{"owner":"Soundnode","name":"soundnode-app","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"a54e1f980409ec34003fb407176ac33532dafd888615ba27d82afac5108d5590","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":[]},"sub-store-org/Sub-Store":{"detail":{"owner":"sub-store-org","name":"Sub-Store","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"02af22308e8315a0d7a4980ed870b034be2101e25a4b41b8e6839099442a647e","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2012,"tie_group":519,"porchlamp":55.15,"coverage":0.815,"tier":"B","tier_ceiling":"A","quadrant":"Nursery","leverage":47.02,"friction":34.03,"leverage_coverage":0.675,"friction_coverage":0.97,"p_responsiveness":92.232020547945,"c_responsiveness":1.0,"p_criticality":50.65,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":38.65256,"c_rigor":1.0,"p_accessibility":23.529411764706,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":52.03,"coverage":0.855,"tier":"C","rated":true},"balanced":{"porchlamp":55.15,"coverage":0.815,"tier":"B","rated":true},"career_capital":{"porchlamp":52.32,"coverage":0.7425,"tier":"C","rated":true},"first_timer":{"porchlamp":55.85,"coverage":0.89,"tier":"B","rated":true},"senior_systems":{"porchlamp":53.09,"coverage":0.765,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/sub-store-org__Sub-Store.json","source_sha256":"e6acace3b27c9696c9dba1ac96063759201ee05587a5a63da559281a39b5d75d","fetched_at":"2026-10-27T23:12:53.336280+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":1.0,"score":100.0,"n":10,"window_start":"2026-04-25T07:56:12.953618+00:00","window_end":"2026-07-24T07:56:12.953618+00:00","method":"primary","source":"raw/pr_window/sub-store-org__Sub-Store.json","source_sha256":"ac4fac32bf715c68b0b8a7650f644353d3d1d447d1998d7a65f06d4659849f51","fetched_at":"2026-10-22T07:56:12.953618+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/sub-store-org__Sub-Store.json","source_sha256":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","fetched_at":"2026-10-25T04:23:44.520336+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":417,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/sub-store-org__Sub-Store.json","source_sha256":"3b95da1eca7f0c5e3a66f66ab9c3b0e5b1c797564653465dcf019015b4017d72","fetched_at":"2026-10-29T14:53:32.471425+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.04,"score":92.0,"n":25,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/sub-store-org__Sub-Store.json","source_sha256":"ac4fac32bf715c68b0b8a7650f644353d3d1d447d1998d7a65f06d4659849f51","fetched_at":"2026-10-22T07:56:12.953618+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/sub-store-org__Sub-Store.json","source_sha256":"e6acace3b27c9696c9dba1ac96063759201ee05587a5a63da559281a39b5d75d","fetched_at":"2026-10-27T23:12:53.336280+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.5455,"score":68.1875,"n":11,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/sub-store-org__Sub-Store.json","source_sha256":"c515a34336790b139ceb0301a6f3ce34dab3cb57c25edd31cabaa7b1c2931361","fetched_at":"2026-10-10T22:53:30.469826+00:00","unmeasured_reason":null},{"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/sub-store-org__Sub-Store.json","source_sha256":"c515a34336790b139ceb0301a6f3ce34dab3cb57c25edd31cabaa7b1c2931361","fetched_at":"2026-10-10T22:53:30.469826+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/sub-store-org__Sub-Store.json","source_sha256":"5f5762f8a677799f388fd4419dcefc98b191275d07334173ceb3b48e7b6679aa","fetched_at":"2026-10-26T22:27:40.663276+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5065,"score":50.64999999999999,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/sub-store-org__Sub-Store.json","source_sha256":"709faeee267247e4932f50366714652edf3d309e17cf4b59a427a5112865c558","fetched_at":"2026-10-29T14:53:32.471425+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":41.3939,"score":41.3939,"n":22,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/sub-store-org__Sub-Store.json","source_sha256":"ac4fac32bf715c68b0b8a7650f644353d3d1d447d1998d7a65f06d4659849f51","fetched_at":"2026-10-26T22:27:50.028917+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/sub-store-org__Sub-Store.json","source_sha256":"e6acace3b27c9696c9dba1ac96063759201ee05587a5a63da559281a39b5d75d","fetched_at":"2026-10-27T23:12:53.336280+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":0.2692,"score":33.65,"n":26,"window_start":"2026-04-25T07:56:12.953618+00:00","window_end":"2026-10-22T07:56:12.953618+00:00","method":"primary","source":"raw/pr_window/sub-store-org__Sub-Store.json","source_sha256":"ac4fac32bf715c68b0b8a7650f644353d3d1d447d1998d7a65f06d4659849f51","fetched_at":"2026-10-22T07:56:12.953618+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":0.1936,"score":100.0,"n":11,"window_start":"2026-04-25T07:56:12.953618+00:00","window_end":"2026-10-22T07:56:12.953618+00:00","method":"primary","source":"raw/pr_window/sub-store-org__Sub-Store.json","source_sha256":"ac4fac32bf715c68b0b8a7650f644353d3d1d447d1998d7a65f06d4659849f51","fetched_at":"2026-10-22T07:56:12.953618+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":10.5828,"score":97.94520547945206,"n":18,"window_start":"2026-04-25T07:56:12.953618+00:00","window_end":"2026-10-22T07:56:12.953618+00:00","method":"primary","source":"raw/pr_window/sub-store-org__Sub-Store.json","source_sha256":"ac4fac32bf715c68b0b8a7650f644353d3d1d447d1998d7a65f06d4659849f51","fetched_at":"2026-10-22T07:56:12.953618+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to sub-store-org/Sub-Store got a first human reply in a median of 12 minutes (11 pull requests, 25 April to 22 October 2026); 4% got none within 14 days.","It ranks 2,012 of 4,044 overall.","For first-time contributors it ranks 1,146 of 1,904 (the bottom 40%)."],"standings":{"balanced":{"rank":2012,"total":4044,"reason":null},"first_timer":{"rank":1146,"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":2591,"total":4002,"reason":null}},"similar":[{"owner":"0xGF","name":"boneyard","rank":2002},{"owner":"dcastil","name":"tailwind-merge","rank":2006},{"owner":"BlockRunAI","name":"ClawRouter","rank":2009},{"owner":"archestra-ai","name":"archestra","rank":2010},{"owner":"DavidHDev","name":"react-bits","rank":2020}]},"tengbao/vanta":{"detail":{"owner":"tengbao","name":"vanta","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"1371b41226348825b9fa2ac4e522d978aa442473599bbee57fdfcdef953c3a50","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":[]},"timolins/react-hot-toast":{"detail":{"owner":"timolins","name":"react-hot-toast","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"51bb71b5cf8d26985d092b47607830206258dfec78490d5d2da6ce0e38fb1675","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.6125,"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":58.105162469877,"c_criticality":1.0,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":38.571428571429,"c_rigor":0.7,"p_accessibility":0.0,"c_accessibility":0.85,"persona_gates":{"ai_assisted":"insufficient_evidence:responsiveness","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:responsiveness","senior_systems":"insufficient_evidence:responsiveness"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.6275,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.6125,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.6875,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.5225,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.695,"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/timolins__react-hot-toast.json","source_sha256":"b1ec6b7455c1fd694d2e1d61b62bdcd16886c8dad6c51b707a002e16af73f10d","fetched_at":"2026-10-27T23:04:53.445948+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":674,"score":71.29186602870813,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/timolins__react-hot-toast.json","source_sha256":"9d2a89b8366d2e4f6624ec4f210c00993f9816348ae3a9e317d57b867c5342ec","fetched_at":"2026-10-26T21:56:56.209073+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":15023311,"score":73.35766423357664,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__react-hot-toast.json","source_sha256":"26ec808594c93b4272d961c1aac80de2a64c15a50d6f79b68410a1c77e304bdd","fetched_at":"2026-10-30T10:47:56.333667+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":0.0,"score":0.0,"n":1,"window_start":null,"window_end":null,"method":"proxy:setup_signals_only","source":"raw/actions_runs/timolins__react-hot-toast.json","source_sha256":"0084de2c7b078de0a0307947c61b88fde3b1bcd10de199b1bb88241ad54d344e","fetched_at":"2026-10-25T03:48:49.371484+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":5,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":1.0,"score":null,"n":7,"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/timolins__react-hot-toast.json","source_sha256":"b1ec6b7455c1fd694d2e1d61b62bdcd16886c8dad6c51b707a002e16af73f10d","fetched_at":"2026-10-27T23:04:53.445948+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/timolins__react-hot-toast.json","source_sha256":"f6859423ea07a0eae47d8fb58e2c3afbc92a0dc3f3d9b646fe0d7c199d107798","fetched_at":"2026-10-10T22:30:02.320029+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/timolins__react-hot-toast.json","source_sha256":"f4f35060f442fe4eca712049dc2a6650988af99c5fb7b5a7b77bbc693dc1f123","fetched_at":"2026-10-26T21:56:48.761429+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3214,"score":32.14,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/timolins__react-hot-toast.json","source_sha256":"96dc731708b4a6fd86e45d2d94adb30a5b54a0549ebf4671ba73e61c1146046a","fetched_at":"2026-10-28T19:48:22.815030+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/timolins__react-hot-toast.json","source_sha256":"147ca5c11e319a043ddae4f6742b210b3bb62c1e5e66b74d905126c84f19d6d9","fetched_at":"2026-10-30T10:47:55.106170+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/timolins__react-hot-toast.json","source_sha256":"b1ec6b7455c1fd694d2e1d61b62bdcd16886c8dad6c51b707a002e16af73f10d","fetched_at":"2026-10-27T23:04:53.445948+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"}]},"TriliumNext/Trilium":{"detail":{"owner":"TriliumNext","name":"Trilium","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"9ae27826cf6886e72f8d9b91828b74d6a1ff62784193553362c2a28c4968d4fc","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":587,"tie_group":112,"porchlamp":65.11,"coverage":0.65,"tier":"B","tier_ceiling":"B","quadrant":"Sweet Spot","leverage":57.47,"friction":27.56,"leverage_coverage":0.675,"friction_coverage":0.675,"p_responsiveness":93.180811644183,"c_responsiveness":0.55,"p_criticality":64.3,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":50.74932,"c_rigor":1.0,"p_accessibility":53.5,"c_accessibility":0.5,"persona_gates":{"career_capital":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":62.18,"coverage":0.73,"tier":"B","rated":true},"balanced":{"porchlamp":65.11,"coverage":0.65,"tier":"B","rated":true},"career_capital":{"porchlamp":null,"coverage":0.5825,"tier":null,"rated":false},"first_timer":{"porchlamp":67.74,"coverage":0.6275,"tier":"B","rated":true},"senior_systems":{"porchlamp":61.93,"coverage":0.68,"tier":"B","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/TriliumNext__Trilium.json","source_sha256":"ea9ff8a936129ec876779f1cc72efc16ae2b0f43da01bd3187acbd643afb2f1d","fetched_at":"2026-10-27T19:52:04.586971+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":19,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/TriliumNext__Trilium.json","source_sha256":"1cd4acca0fdaf204e6d28da90bb9f77e3541e503409f76642c47440ae15b776c","fetched_at":"2026-10-24T20:50:42.629142+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":4602,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/TriliumNext__Trilium.json","source_sha256":"04bcf85cadb5540018d9631c8ef2fe8c030edf933f41fdf0c5dff10cb66a9100","fetched_at":"2026-10-28T08:26:50.280237+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.07859531772575251,"score":84.2809364548495,"n":598,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/TriliumNext__Trilium.json","source_sha256":"c375b26f0c5dfbf0ff3f303fac6582e7c07105ecf3a55bcde21719ab8adc540e","fetched_at":"2026-10-18T21:29:15.557386+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/TriliumNext__Trilium.json","source_sha256":"ea9ff8a936129ec876779f1cc72efc16ae2b0f43da01bd3187acbd643afb2f1d","fetched_at":"2026-10-27T19:52:04.586971+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":4,"score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/TriliumNext__Trilium.json","source_sha256":"18f859ddcec74001ee46ec985ce566cda1aebbbc844491849fc94c180b5a0c9c","fetched_at":"2026-10-26T13:19:46.428395+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.643,"score":64.3,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/TriliumNext__Trilium.json","source_sha256":"e3323377b2d12b1af4e001660f53b8edb4a866c3b7dc6bfe27873fa0cdb7df22","fetched_at":"2026-10-28T08:26:50.477549+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":42.3858,"score":42.3858,"n":1780,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/TriliumNext__Trilium.json","source_sha256":"c375b26f0c5dfbf0ff3f303fac6582e7c07105ecf3a55bcde21719ab8adc540e","fetched_at":"2026-10-26T13:19:56.156861+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/TriliumNext__Trilium.json","source_sha256":"ea9ff8a936129ec876779f1cc72efc16ae2b0f43da01bd3187acbd643afb2f1d","fetched_at":"2026-10-27T19:52:04.586971+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":0.1412,"score":17.65,"n":694,"window_start":"2026-04-21T21:29:15.557386+00:00","window_end":"2026-10-18T21:29:15.557386+00:00","method":"primary","source":"raw/pr_window/TriliumNext__Trilium.json","source_sha256":"c375b26f0c5dfbf0ff3f303fac6582e7c07105ecf3a55bcde21719ab8adc540e","fetched_at":"2026-10-18T21:29:15.557386+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":8.5047,"score":100.0,"n":267,"window_start":"2026-04-21T21:29:15.557386+00:00","window_end":"2026-10-18T21:29:15.557386+00:00","method":"primary","source":"raw/pr_window/TriliumNext__Trilium.json","source_sha256":"c375b26f0c5dfbf0ff3f303fac6582e7c07105ecf3a55bcde21719ab8adc540e","fetched_at":"2026-10-18T21:29:15.557386+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":69.3994,"score":86.0730593607306,"n":614,"window_start":"2026-04-21T21:29:15.557386+00:00","window_end":"2026-10-18T21:29:15.557386+00:00","method":"primary","source":"raw/pr_window/TriliumNext__Trilium.json","source_sha256":"c375b26f0c5dfbf0ff3f303fac6582e7c07105ecf3a55bcde21719ab8adc540e","fetched_at":"2026-10-18T21:29:15.557386+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to TriliumNext/Trilium got a first human reply in a median of 8.5 hours (267 pull requests, 21 April to 18 October 2026); 8% got none within 14 days.","It ranks 587 of 4,044 overall.","For first-time contributors it ranks 349 of 1,904 (the top 19%)."],"standings":{"balanced":{"rank":587,"total":4044,"reason":null},"first_timer":{"rank":349,"total":1904,"reason":null},"career_capital":{"rank":null,"total":872,"reason":"Not enough evidence to show under this lens."},"senior_systems":{"rank":null,"total":986,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":1129,"total":4002,"reason":null}},"similar":[{"owner":"i18next","name":"i18next","rank":582},{"owner":"lobehub","name":"lobehub","rank":588},{"owner":"vercel","name":"eve","rank":592},{"owner":"foliojs","name":"pdfkit","rank":594},{"owner":"iptv-org","name":"iptv","rank":596}]},"typestack/typedi":{"detail":{"owner":"typestack","name":"typedi","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"7472644c2f908b71d5bad92677e399037d91f3d51a44c8ced2440634cda86362","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":[]},"unifyai/ivy":{"detail":{"owner":"unifyai","name":"ivy","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"d0436a86aafebd4eec2eecdf9476e5b265ff3fae73872d41319cb2ff202dfb93","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.3375,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":28.01,"c_criticality":0.35,"p_governance":50.384615384615,"c_governance":0.65,"p_rigor":40.0,"c_rigor":0.3,"p_accessibility":22.81251,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:responsiveness","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:responsiveness","senior_systems":"insufficient_evidence:responsiveness"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.3225,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.3375,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.35,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.3125,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.37,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/unifyai__ivy.json","source_sha256":"022a0afc41b850ed7a1b1851d5f8f5db2f6f44f238657ab588a78fa99bf9d1a1","fetched_at":"2026-10-27T22:27:01.627421+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":76.0417,"score":76.0417,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/unifyai__ivy.json","source_sha256":"71bd198d9d2ff64913593131c7e4c119b816f22f608096302abc40e2f29b1613","fetched_at":"2026-10-25T01:41:08.834810+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":11,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":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/unifyai__ivy.json","source_sha256":"022a0afc41b850ed7a1b1851d5f8f5db2f6f44f238657ab588a78fa99bf9d1a1","fetched_at":"2026-10-27T22:27:01.627421+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/unifyai__ivy.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-26T19:33:40.565737+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2801,"score":28.01,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/unifyai__ivy.json","source_sha256":"1a684e6c5e63ad2c27647b2fd441ef349ab19050d137feae4b51ce9995edf5bf","fetched_at":"2026-10-28T17:07:22.771331+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":30.6667,"score":null,"n":1,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"CLOSED","score":10.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/unifyai__ivy.json","source_sha256":"022a0afc41b850ed7a1b1851d5f8f5db2f6f44f238657ab588a78fa99bf9d1a1","fetched_at":"2026-10-27T22:27:01.627421+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"}]},"xufuji456/FFmpegAndroid":{"detail":{"owner":"xufuji456","name":"FFmpegAndroid","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"1dd29175d88fa7d8363f643b09c2095e11f96920a3bb66b3ad748ef7abfdcf62","eligible":false,"gate_reason":"unlicensed","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"unlicensed","career_capital":"unlicensed","first_timer":"unlicensed","senior_systems":"unlicensed"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"zhongyi-tong/electronic-wechat":{"detail":{"owner":"zhongyi-tong","name":"electronic-wechat","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"7df7ba893c929a390c63b28e4df4b2e7f5ec5e27855710f9161ae1340388a771","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":[]}}