{"bentoml/OpenLLM":{"detail":{"owner":"bentoml","name":"OpenLLM","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"6bafcceaf16b8e7c545c27ad7547467d98ccacc1e78b49f5e75513f7b336c3f1","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.5,"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":29.073508630558,"c_criticality":1.0,"p_governance":72.307692307692,"c_governance":0.65,"p_rigor":40.0,"c_rigor":0.3,"p_accessibility":21.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:responsiveness","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:responsiveness","senior_systems":"insufficient_evidence:responsiveness"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.4525,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.5,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.5775,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.3775,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.5975,"tier":null,"rated":false}},"suspicion":["closed_unread"],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/bentoml__OpenLLM.json","source_sha256":"08f466540b8313d0db1641963d7db4abf11cac7bf2c5374c68f1a8cf234e9cad","fetched_at":"2026-10-27T22:44:23.470967+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":3,"score":46.32107023411371,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/bentoml__OpenLLM.json","source_sha256":"f75dee8bf34b0809fcc982999edeec26ac6d389e27d97ca302dfad87c1df9918","fetched_at":"2026-10-26T20:42:12.215655+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":1498,"score":12.248322147651006,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__OpenLLM.json","source_sha256":"38429ccd35851b213dde6c4fa1ffd9e3c59a4b7b85fca81f10b3182d41127d70","fetched_at":"2026-10-30T10:26:31.410070+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":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/bentoml__OpenLLM.json","source_sha256":"abb7cc85b05aa077dc2ff7c5857d8df911fa26cd9cfb5d764752ae3ed193f652","fetched_at":"2026-10-25T02:39:06.540077+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":3,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":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":"DCO","score":100.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/bentoml__OpenLLM.json","source_sha256":"08f466540b8313d0db1641963d7db4abf11cac7bf2c5374c68f1a8cf234e9cad","fetched_at":"2026-10-27T22:44:23.470967+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/bentoml__OpenLLM.json","source_sha256":"6d932177782fb1bd611d6c4c85eea68d9f811cd31524f380ec1ba3793f8236ef","fetched_at":"2026-10-26T20:42:04.856734+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2138,"score":21.38,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/bentoml__OpenLLM.json","source_sha256":"a938de29b1c74dcbf72a0391cf991a41c7c94328a4804eef1c0c87565cf924c2","fetched_at":"2026-10-28T18:29:18.180089+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":38.6667,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/bentoml__OpenLLM.json","source_sha256":"08f466540b8313d0db1641963d7db4abf11cac7bf2c5374c68f1a8cf234e9cad","fetched_at":"2026-10-27T22:44:23.470967+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"}]},"Billionmail/BillionMail":{"detail":{"owner":"Billionmail","name":"BillionMail","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"f6bf3078b4e51e90d24b23c7d491a7576851114840ee164f764a24225882c230","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.489166666667,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":26.39,"c_criticality":0.466666666667,"p_governance":50.5,"c_governance":1.0,"p_rigor":95.0,"c_rigor":0.3,"p_accessibility":30.651764705882,"c_accessibility":0.85,"persona_gates":{"ai_assisted":"insufficient_evidence:responsiveness","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:responsiveness","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.433333333333,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.489166666667,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.513333333333,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.481666666667,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.515833333333,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Billionmail__BillionMail.json","source_sha256":"0430e76b33e2c74dd8b274b1dc4fbcdcac92391f1895a713aa08c6b188949107","fetched_at":"2026-10-27T22:12:54.710435+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":0,"window_start":null,"window_end":null,"method":"proxy:setup_signals_only","source":"raw/actions_runs/Billionmail__BillionMail.json","source_sha256":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","fetched_at":"2026-10-25T00:56:33.545488+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":87,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/Billionmail__BillionMail.json","source_sha256":"f8d1c5c907006203f8f54e61c9b0271537f7571442529cc7aec11dbe59515f44","fetched_at":"2026-10-28T16:08:52.981556+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":1.0,"score":null,"n":9,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Billionmail__BillionMail.json","source_sha256":"0430e76b33e2c74dd8b274b1dc4fbcdcac92391f1895a713aa08c6b188949107","fetched_at":"2026-10-27T22:12:54.710435+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":0.2222,"score":44.440000000000005,"n":9,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/Billionmail__BillionMail.json","source_sha256":"dfea5be90e08bfc7f1ced1875f896607906276faeaf8fac42e068384c5034824","fetched_at":"2026-10-10T21:30:06.699533+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/Billionmail__BillionMail.json","source_sha256":"5138c31849e35e537346e3bf2a669e664eb62dd536902f9a8530bcc5a57c3d73","fetched_at":"2026-10-26T18:35:21.883971+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2639,"score":26.39,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/Billionmail__BillionMail.json","source_sha256":"9948e9be4fda6621f45b0a4228caf85d54d47087ef6ed6540df6fdea64a74994","fetched_at":"2026-10-28T16:08:53.004858+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":40.0,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Billionmail__BillionMail.json","source_sha256":"0430e76b33e2c74dd8b274b1dc4fbcdcac92391f1895a713aa08c6b188949107","fetched_at":"2026-10-27T22:12:54.710435+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"}]},"charmbracelet/gum":{"detail":{"owner":"charmbracelet","name":"gum","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"812b435ad403839e6d32d97a64c3ca44ceb1e0e30bbe0de3b0abde3f2af963e3","eligible":false,"gate_reason":"black_hole","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"black_hole","career_capital":"black_hole","first_timer":"black_hole","senior_systems":"black_hole"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":{"unanswered":36,"population_n":37,"unanswered_share":0.972972972972973,"ignored":35,"ignored_share":0.9459459459459459,"wilson_lower_bound":0.8492,"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":"2026-10-20T17:49:15.478323+00:00","source":"raw/pr_window/charmbracelet__gum.json","source_sha256":"b8281c989311ae77545d984717d859b1a06e9f5275542200bf9adc80d7ca09f2","excluded":{"draft":1,"self_closed":7,"new_account":5,"bot":9,"internal":5,"under_14d":7},"counted_prs":[{"number":1161,"created_at":"2026-10-06T10:24:52Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1158,"created_at":"2026-09-25T16:50:33Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1157,"created_at":"2026-09-25T16:50:20Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1156,"created_at":"2026-09-25T16:50:08Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1152,"created_at":"2026-09-14T15:20:06Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1151,"created_at":"2026-09-12T22:26:50Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1145,"created_at":"2026-09-04T15:54:42Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1144,"created_at":"2026-09-04T15:46:57Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1142,"created_at":"2026-09-03T10:59:14Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1141,"created_at":"2026-09-01T13:24:02Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1137,"created_at":"2026-08-30T01:57:31Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1136,"created_at":"2026-08-29T17:45:27Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1134,"created_at":"2026-08-28T00:48:16Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1133,"created_at":"2026-08-28T00:17:53Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1129,"created_at":"2026-08-25T16:43:47Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1128,"created_at":"2026-08-25T03:38:58Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1122,"created_at":"2026-08-24T00:02:23Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1121,"created_at":"2026-08-23T16:26:24Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1120,"created_at":"2026-08-23T16:26:20Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1113,"created_at":"2026-08-12T20:28:02Z","answered_within_14d":true,"first_response_at":"2026-08-12T20:39:40Z","response_kind":"merged","touched_ever":true},{"number":1110,"created_at":"2026-07-31T23:34:18Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1108,"created_at":"2026-07-28T15:59:14Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1106,"created_at":"2026-07-26T03:47:16Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1100,"created_at":"2026-07-09T20:39:57Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1094,"created_at":"2026-07-04T13:05:56Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1093,"created_at":"2026-06-26T18:08:22Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1092,"created_at":"2026-06-26T09:40:43Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1091,"created_at":"2026-06-26T09:09:43Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1089,"created_at":"2026-06-18T12:37:48Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1085,"created_at":"2026-06-04T03:31:43Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1084,"created_at":"2026-06-03T19:28:02Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1083,"created_at":"2026-06-01T22:07:30Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1082,"created_at":"2026-05-28T19:12:46Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1080,"created_at":"2026-05-22T00:57:36Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1079,"created_at":"2026-05-21T09:35:06Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":true},{"number":1077,"created_at":"2026-05-17T12:21:17Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1076,"created_at":"2026-05-17T11:20:13Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false}],"rule_inputs_measured":true}},"evidence":[]},"ChrisRM/material-theme-jetbrains":{"detail":{"owner":"ChrisRM","name":"material-theme-jetbrains","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"03519d023438a230937fc3bcd2f1f7363cc5f4e5137634aa0e7f8a3d65152eb0","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":[]},"ClickHouse/ClickHouse":{"detail":{"owner":"ClickHouse","name":"ClickHouse","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"4ce766df1f6a5d0497b152edfab8d31a439e17a5517913e303fcafaeace4117c","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":180,"tie_group":null,"porchlamp":70.85,"coverage":0.8125,"tier":"A","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":71.05,"friction":30.54,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":65.617399194927,"c_responsiveness":0.55,"p_criticality":73.95,"c_criticality":1.0,"p_governance":68.5,"c_governance":1.0,"p_rigor":67.9,"c_rigor":1.0,"p_accessibility":80.5,"c_accessibility":0.5,"persona_gates":{"senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":70.0,"coverage":0.86,"tier":"A","rated":true},"balanced":{"porchlamp":70.85,"coverage":0.8125,"tier":"A","rated":true},"career_capital":{"porchlamp":72.17,"coverage":0.81,"tier":"A","rated":true},"first_timer":{"porchlamp":71.58,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":70.46,"coverage":0.9075,"tier":"A","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/ClickHouse__ClickHouse.json","source_sha256":"cdf5db6e004677b3d9d6b5a87c4745cff8c1ecef6ffde9c74971ea084ea84109","fetched_at":"2026-10-27T19:36:10.617097+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":35.0,"score":35.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/ClickHouse__ClickHouse.json","source_sha256":"61e31361c4ba1906c9d08eb0e0e6210987f5f388ea4b2920394daa38c214d04d","fetched_at":"2026-10-24T20:11:20.009552+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":4983,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/ClickHouse__ClickHouse.json","source_sha256":"dd4237b560321fe4b1a9df2173f7c8c57cf6afc39757b60ff948d9f158100826","fetched_at":"2026-10-29T13:52:33.347255+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.11661807580174927,"score":76.67638483965015,"n":343,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/ClickHouse__ClickHouse.json","source_sha256":"236dffa867430ce3fc0a243bbad20a579b43adb0df5628e222bc3c1b202030b9","fetched_at":"2026-10-18T14:29:22.508243+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/ClickHouse__ClickHouse.json","source_sha256":"cdf5db6e004677b3d9d6b5a87c4745cff8c1ecef6ffde9c74971ea084ea84109","fetched_at":"2026-10-27T19:36:10.617097+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":92,"score":100.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/ClickHouse__ClickHouse.json","source_sha256":"818fcae50b661eaac727510a807d6449c97c55d5bac43672d3ba31737c330be6","fetched_at":"2026-10-26T12:23:22.640189+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.7395,"score":73.95,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/ClickHouse__ClickHouse.json","source_sha256":"e734474fb2ea8ff6e9f571684d7e95be7dd1257ca8c37972cd54e5e1125ceec6","fetched_at":"2026-10-29T13:52:33.347255+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":77.5,"score":77.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/ClickHouse__ClickHouse.json","source_sha256":"a27749450fdabf3fa4c64ab5729ff101a80d8addeb09f5d58ee6ffad017ded1a","fetched_at":"2026-10-30T08:04:05.541633+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/ClickHouse__ClickHouse.json","source_sha256":"cdf5db6e004677b3d9d6b5a87c4745cff8c1ecef6ffde9c74971ea084ea84109","fetched_at":"2026-10-27T19:36:10.617097+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":0.224,"score":28.0,"n":366,"window_start":"2026-04-21T14:29:22.508243+00:00","window_end":"2026-10-18T14:29:22.508243+00:00","method":"primary","source":"raw/pr_window/ClickHouse__ClickHouse.json","source_sha256":"236dffa867430ce3fc0a243bbad20a579b43adb0df5628e222bc3c1b202030b9","fetched_at":"2026-10-18T14:29:22.508243+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":35.9635,"score":60.41252434441383,"n":154,"window_start":"2026-04-21T14:29:22.508243+00:00","window_end":"2026-10-18T14:29:22.508243+00:00","method":"primary","source":"raw/pr_window/ClickHouse__ClickHouse.json","source_sha256":"236dffa867430ce3fc0a243bbad20a579b43adb0df5628e222bc3c1b202030b9","fetched_at":"2026-10-18T14:29:22.508243+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":269.0581,"score":64.64354527938343,"n":5562,"window_start":"2026-04-21T14:29:22.508243+00:00","window_end":"2026-10-18T14:29:22.508243+00:00","method":"primary","source":"raw/pr_window/ClickHouse__ClickHouse.json","source_sha256":"236dffa867430ce3fc0a243bbad20a579b43adb0df5628e222bc3c1b202030b9","fetched_at":"2026-10-18T14:29:22.508243+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to ClickHouse/ClickHouse got a first human reply in a median of 36 hours (154 pull requests, 21 April to 18 October 2026); 12% got none within 14 days.","It ranks 180 of 4,044 overall.","For first-time contributors it ranks 196 of 1,904 (the top 11%)."],"standings":{"balanced":{"rank":180,"total":4044,"reason":null},"first_timer":{"rank":196,"total":1904,"reason":null},"career_capital":{"rank":72,"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":332,"total":4002,"reason":null}},"similar":[{"owner":"PX4","name":"PX4-Autopilot","rank":169},{"owner":"supercollider","name":"supercollider","rank":179},{"owner":"darktable-org","name":"darktable","rank":185},{"owner":"portapack-mayhem","name":"mayhem-firmware","rank":194},{"owner":"zephyrproject-rtos","name":"zephyr","rank":196}]},"codex-team/editor.js":{"detail":{"owner":"codex-team","name":"editor.js","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"f6b9e06a85906903f2bc66ca009ef0c85a13938459ca96371d44b5264275b7ec","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3531,"tie_group":null,"porchlamp":42.35,"coverage":0.65,"tier":"C","tier_ceiling":"B","quadrant":"Crucible","leverage":54.91,"friction":69.44,"leverage_coverage":0.84,"friction_coverage":0.44,"p_responsiveness":0.0,"c_responsiveness":0.15,"p_criticality":53.278222976985,"c_criticality":1.0,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":51.428571428571,"c_rigor":0.7,"p_accessibility":56.469411764706,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":43.94,"coverage":0.6575,"tier":"C","rated":true},"balanced":{"porchlamp":42.35,"coverage":0.65,"tier":"C","rated":true},"career_capital":{"porchlamp":44.72,"coverage":0.7175,"tier":"C","rated":true},"first_timer":{"porchlamp":null,"coverage":0.575,"tier":null,"rated":false},"senior_systems":{"porchlamp":47.81,"coverage":0.7175,"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/codex-team__editor.js.json","source_sha256":"dcfb666545998e7c946acdd8b323e6e102943dd7c5a97c71796febfa381214eb","fetched_at":"2026-10-27T20:59:37.310633+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":287,"score":62.739234449760765,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/codex-team__editor.js.json","source_sha256":"9a4205e7f38cf7668d104ab5a7b2584c297330115396b036c1d888fb583df747","fetched_at":"2026-10-26T14:10:35.621624+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":1249792,"score":53.832116788321166,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__editor.js.json","source_sha256":"ea00a9c3adda86a479d97d3b1e11b106ef967428cc9610d6bb746dd35543885f","fetched_at":"2026-10-30T08:30:21.583390+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":26,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/codex-team__editor.js.json","source_sha256":"9ed8139cdba40c3c9d3bb4b543b651134b6f89749dca09b54f4f5192fa4ba375","fetched_at":"2026-10-24T21:25:35.865611+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":3,"score":null,"n":13,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.6,"score":0.0,"n":20,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/codex-team__editor.js.json","source_sha256":"520df7efb9f7570507112e8a7df2a0a0aa8956239225e94c7d5e0ff5ac7438b9","fetched_at":"2026-10-19T02:00:02.277752+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/codex-team__editor.js.json","source_sha256":"dcfb666545998e7c946acdd8b323e6e102943dd7c5a97c71796febfa381214eb","fetched_at":"2026-10-27T20:59:37.310633+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":0.2857,"score":57.14,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/codex-team__editor.js.json","source_sha256":"b231198dbe56f8922dc8589e22ea6e26408096c280e54dd421e5c7c9a778a6c2","fetched_at":"2026-10-10T20:06:33.271476+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":5,"score":50.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/codex-team__editor.js.json","source_sha256":"20a37d978cdb88cfa5fa85f79808b9d6bfb474c9d4ed065a9a0dac780d8e95c9","fetched_at":"2026-10-26T14:10:24.656992+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4207,"score":42.07,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/codex-team__editor.js.json","source_sha256":"0a74642e75c0a29a82fca077c9e8937654ed6b731c4ff2885e0732a57111e9af","fetched_at":"2026-10-28T09:29:19.498428+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/codex-team__editor.js.json","source_sha256":"ca85d1cf298863c2e937720e867ad358de234357cf33a55b8f916775c2951fdf","fetched_at":"2026-10-30T08:30:19.796633+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/codex-team__editor.js.json","source_sha256":"dcfb666545998e7c946acdd8b323e6e102943dd7c5a97c71796febfa381214eb","fetched_at":"2026-10-27T20:59:37.310633+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 codex-team/editor.js, the reply time has too small a sample to measure (0 pull requests counted; 10 needed).","60% of 20 outside pull requests got no reply within 14 days (27 April to 24 October 2026).","It ranks 3,531 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":3531,"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":904,"total":986,"reason":null},"ai_assisted":{"rank":3482,"total":4002,"reason":null}},"similar":[{"owner":"lissy93","name":"web-check","rank":3524},{"owner":"a-ghorbani","name":"pocketpal-ai","rank":3528},{"owner":"vercel-labs","name":"deepsec","rank":3529},{"owner":"Fei-Away","name":"Codex-Dream-Skin","rank":3530},{"owner":"AykutSarac","name":"jsoncrack.com","rank":3537}]},"corsairdev/corsair":{"detail":{"owner":"corsairdev","name":"corsair","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"18c7bc02a761510917da3b7b2b21ab4a11dfe68f22dc0ea66baccbc567f3eaf1","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":830,"tie_group":177,"porchlamp":63.15,"coverage":0.8125,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":54.42,"friction":29.94,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":55.562746533714,"c_responsiveness":0.55,"p_criticality":36.992472159164,"c_criticality":1.0,"p_governance":77.25,"c_governance":1.0,"p_rigor":68.24567,"c_rigor":1.0,"p_accessibility":95.5,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":63.53,"coverage":0.86,"tier":"B","rated":true},"balanced":{"porchlamp":63.15,"coverage":0.8125,"tier":"B","rated":true},"career_capital":{"porchlamp":61.57,"coverage":0.81,"tier":"B","rated":true},"first_timer":{"porchlamp":70.21,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":59.02,"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/corsairdev__corsair.json","source_sha256":"6a20f976589dd3721f91ca3bb6406dca3477a82efaf8459b443f414f41193228","fetched_at":"2026-10-27T22:35:16.214821+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":2,"score":32.59569377990431,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/corsairdev__corsair.json","source_sha256":"9d78e3e5d87c31d7e37b8dd66ad4f195b13ee47cb99a9ad9f44a6bb91c52717d","fetched_at":"2026-10-26T20:01:45.149643+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":99665,"score":33.880778588807786,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__corsair.json","source_sha256":"f4e6649ac10706d385668d49cb70ba145a08c32642246ea757e2c986183fa494","fetched_at":"2026-10-30T10:15:37.301690+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/corsairdev__corsair.json","source_sha256":"f2e6bbd802cfdf8ce798cf0e214c73043bde5fb682e328f2a8cb36c0a66a6bd5","fetched_at":"2026-10-25T02:07:07.529829+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":1821,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/corsairdev__corsair.json","source_sha256":"dd2ba2e62e7afba9a6bb3584294c65a7409bbe28386533c2eec37109a7dea81e","fetched_at":"2026-10-28T17:42:35.910611+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.13020833333333334,"score":73.95833333333333,"n":576,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/corsairdev__corsair.json","source_sha256":"00196ecf0dbd1c94bd982f95b7ba4c130c257367cb8f265ca15aeb36e86a7955","fetched_at":"2026-10-24T01:18:42.512044+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/corsairdev__corsair.json","source_sha256":"6a20f976589dd3721f91ca3bb6406dca3477a82efaf8459b443f414f41193228","fetched_at":"2026-10-27T22:35:16.214821+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":15,"score":100.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/corsairdev__corsair.json","source_sha256":"242393ee078bc51d49d4883193a6344c876301721d809459884f3ab2c4d52c28","fetched_at":"2026-10-26T20:01:33.781977+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4424,"score":44.24,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/corsairdev__corsair.json","source_sha256":"92feaab72a30c8f213d92c3efebb6692672d5a7aeb37840991316c38fbe980ad","fetched_at":"2026-10-28T17:42:36.031413+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":59.3798,"score":59.3798,"n":645,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/corsairdev__corsair.json","source_sha256":"00196ecf0dbd1c94bd982f95b7ba4c130c257367cb8f265ca15aeb36e86a7955","fetched_at":"2026-10-26T20:01:46.113586+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/corsairdev__corsair.json","source_sha256":"6a20f976589dd3721f91ca3bb6406dca3477a82efaf8459b443f414f41193228","fetched_at":"2026-10-27T22:35:16.214821+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":0.4265,"score":53.3125,"n":565,"window_start":"2026-04-27T01:18:42.512044+00:00","window_end":"2026-10-24T01:18:42.512044+00:00","method":"primary","source":"raw/pr_window/corsairdev__corsair.json","source_sha256":"00196ecf0dbd1c94bd982f95b7ba4c130c257367cb8f265ca15aeb36e86a7955","fetched_at":"2026-10-24T01:18:42.512044+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":39.6811,"score":56.86455966492988,"n":545,"window_start":"2026-04-27T01:18:42.512044+00:00","window_end":"2026-10-24T01:18:42.512044+00:00","method":"primary","source":"raw/pr_window/corsairdev__corsair.json","source_sha256":"00196ecf0dbd1c94bd982f95b7ba4c130c257367cb8f265ca15aeb36e86a7955","fetched_at":"2026-10-24T01:18:42.512044+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":654.16,"score":24.063926940639263,"n":466,"window_start":"2026-04-27T01:18:42.512044+00:00","window_end":"2026-10-24T01:18:42.512044+00:00","method":"primary","source":"raw/pr_window/corsairdev__corsair.json","source_sha256":"00196ecf0dbd1c94bd982f95b7ba4c130c257367cb8f265ca15aeb36e86a7955","fetched_at":"2026-10-24T01:18:42.512044+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to corsairdev/corsair got a first human reply in a median of 39.7 hours (545 pull requests, 27 April to 24 October 2026); 13% got none within 14 days.","It ranks 830 of 4,044 overall.","For first-time contributors it ranks 243 of 1,904 (the top 13%)."],"standings":{"balanced":{"rank":830,"total":4044,"reason":null},"first_timer":{"rank":243,"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":955,"total":4002,"reason":null}},"similar":[{"owner":"be5invis","name":"Iosevka","rank":824},{"owner":"raineorshine","name":"npm-check-updates","rank":826},{"owner":"apollographql","name":"apollo-client","rank":827},{"owner":"louislam","name":"uptime-kuma","rank":833},{"owner":"QwenLM","name":"qwen-code","rank":834}]},"deepseek-ai/Engram":{"detail":{"owner":"deepseek-ai","name":"Engram","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"d495bbce17da858a70f82e944ed7ac5cbd1e96f8f9cf69efdfb425ff4f7af6ff","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":[]},"diasurgical/devilution":{"detail":{"owner":"diasurgical","name":"devilution","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"21bca6adc155ed8c3fd037b1c0b5424d12a5fa4684169b58495cc9f3add63b2a","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":[]},"dolphin-emu/dolphin":{"detail":{"owner":"dolphin-emu","name":"dolphin","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"a5b9eca9d110c802f57843944238cf7214dcd4cafde1e8d27c51954d881c2a52","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1200,"tie_group":283,"porchlamp":60.44,"coverage":0.875,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":61.81,"friction":31.46,"leverage_coverage":1.0,"friction_coverage":0.8,"p_responsiveness":80.23420270433,"c_responsiveness":0.8,"p_criticality":45.47,"c_criticality":1.0,"p_governance":94.75,"c_governance":1.0,"p_rigor":67.09875,"c_rigor":1.0,"p_accessibility":0.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate"},"persona_composites":{"ai_assisted":{"porchlamp":62.84,"coverage":0.91,"tier":"B","rated":true},"balanced":{"porchlamp":60.44,"coverage":0.875,"tier":"B","rated":true},"career_capital":{"porchlamp":52.88,"coverage":0.86,"tier":"C","rated":true},"first_timer":{"porchlamp":53.55,"coverage":0.78,"tier":"C","rated":true},"senior_systems":{"porchlamp":65.06,"coverage":0.945,"tier":"B","rated":true}},"suspicion":["ef_domain_mismatch"],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/dolphin-emu__dolphin.json","source_sha256":"4a2016a58517b9b839d863ffbe5d84c35cb07d14bdd3980dcdbe9d5e719d4116","fetched_at":"2026-10-27T22:13:31.694035+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.7671,"score":95.8875,"n":73,"window_start":"2026-04-24T06:55:57.940571+00:00","window_end":"2026-07-23T06:55:57.940571+00:00","method":"primary","source":"raw/pr_window/dolphin-emu__dolphin.json","source_sha256":"957ea8fa46e30a5f7ccc24a75e7adad8a2c434f4c3aa9dc4c387e29608d0ff96","fetched_at":"2026-10-21T06:55:57.940571+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"proxy:setup_signals_only","source":"raw/actions_runs/dolphin-emu__dolphin.json","source_sha256":"4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945","fetched_at":"2026-10-25T00:58:11.034513+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":4,"score":100.0,"n":1669,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/dolphin-emu__dolphin.json","source_sha256":"46387bc84a5fcd1474e4f54dd4e687107f2b052dc8de4a10aaabd678cbb9726d","fetched_at":"2026-10-28T16:11:15.941357+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.20540540540540542,"score":58.91891891891892,"n":185,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/dolphin-emu__dolphin.json","source_sha256":"957ea8fa46e30a5f7ccc24a75e7adad8a2c434f4c3aa9dc4c387e29608d0ff96","fetched_at":"2026-10-21T06:55:57.940571+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/dolphin-emu__dolphin.json","source_sha256":"4a2016a58517b9b839d863ffbe5d84c35cb07d14bdd3980dcdbe9d5e719d4116","fetched_at":"2026-10-27T22:13:31.694035+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/dolphin-emu__dolphin.json","source_sha256":"fa7d85d2b17627b81b35cc237e3bdd39961e0a62460f06486f8218da34e219f2","fetched_at":"2026-10-26T18:39:33.970267+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4547,"score":45.47,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/dolphin-emu__dolphin.json","source_sha256":"c2ad77464eea9ade45abf305972ea62b7f1d5894552b94a6f66349b3ae73749b","fetched_at":"2026-10-28T16:11:16.041691+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":45.0,"score":45.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/dolphin-emu__dolphin.json","source_sha256":"fbfe869e1792e772c9591784a374a3084293baf4c83edf8d92cf856f8e56e5bb","fetched_at":"2026-10-30T09:52:21.810665+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/dolphin-emu__dolphin.json","source_sha256":"4a2016a58517b9b839d863ffbe5d84c35cb07d14bdd3980dcdbe9d5e719d4116","fetched_at":"2026-10-27T22:13:31.694035+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":0.5493,"score":68.6625,"n":142,"window_start":"2026-04-24T06:55:57.940571+00:00","window_end":"2026-10-21T06:55:57.940571+00:00","method":"primary","source":"raw/pr_window/dolphin-emu__dolphin.json","source_sha256":"957ea8fa46e30a5f7ccc24a75e7adad8a2c434f4c3aa9dc4c387e29608d0ff96","fetched_at":"2026-10-21T06:55:57.940571+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":9.3717,"score":100.0,"n":170,"window_start":"2026-04-24T06:55:57.940571+00:00","window_end":"2026-10-21T06:55:57.940571+00:00","method":"primary","source":"raw/pr_window/dolphin-emu__dolphin.json","source_sha256":"957ea8fa46e30a5f7ccc24a75e7adad8a2c434f4c3aa9dc4c387e29608d0ff96","fetched_at":"2026-10-21T06:55:57.940571+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":1128.6511,"score":13.776493256262043,"n":122,"window_start":"2026-04-24T06:55:57.940571+00:00","window_end":"2026-10-21T06:55:57.940571+00:00","method":"primary","source":"raw/pr_window/dolphin-emu__dolphin.json","source_sha256":"957ea8fa46e30a5f7ccc24a75e7adad8a2c434f4c3aa9dc4c387e29608d0ff96","fetched_at":"2026-10-21T06:55:57.940571+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to dolphin-emu/dolphin got a first human reply in a median of 9.4 hours (170 pull requests, 24 April to 21 October 2026); 21% got none within 14 days.","It ranks 1,200 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1200,"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":386,"total":986,"reason":null},"ai_assisted":{"rank":1035,"total":4002,"reason":null}},"similar":[{"owner":"qbittorrent","name":"qBittorrent","rank":1192},{"owner":"raysan5","name":"raylib","rank":1199},{"owner":"NLnetLabs","name":"unbound","rank":1208},{"owner":"apache","name":"thrift","rank":1220},{"owner":"OGRECave","name":"ogre","rank":1224}]},"fchollet/deep-learning-models":{"detail":{"owner":"fchollet","name":"deep-learning-models","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"2cf28da73c7bf0b74eadd3e9034724d70492322cbff9a333440c93c657721e57","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":[]},"fengyuanchen/cropperjs":{"detail":{"owner":"fengyuanchen","name":"cropperjs","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"9f107b6222275b11ec77c03b2af3c86e37629e60004a5135f27d48e092529bcb","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":[]},"git-ai-project/git-ai":{"detail":{"owner":"git-ai-project","name":"git-ai","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"80f8f688e3d38a4f857f6dba74d21dd125950acd6d393483bbcdc1330a7cb05d","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3503,"tie_group":null,"porchlamp":42.75,"coverage":0.65,"tier":"C","tier_ceiling":"B","quadrant":"Graveyard","leverage":45.7,"friction":61.66,"leverage_coverage":0.675,"friction_coverage":0.675,"p_responsiveness":41.384177334324,"c_responsiveness":0.55,"p_criticality":49.74,"c_criticality":0.35,"p_governance":29.5,"c_governance":1.0,"p_rigor":49.76414,"c_rigor":1.0,"p_accessibility":44.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":44.47,"coverage":0.73,"tier":"C","rated":true},"balanced":{"porchlamp":42.75,"coverage":0.65,"tier":"C","rated":true},"career_capital":{"porchlamp":null,"coverage":0.5825,"tier":null,"rated":false},"first_timer":{"porchlamp":42.06,"coverage":0.6275,"tier":"C","rated":true},"senior_systems":{"porchlamp":43.14,"coverage":0.68,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/git-ai-project__git-ai.json","source_sha256":"bf2a4075c671ce7b6472917665d32bfdb56090f0f21eef63fbb2abc7f6c109bf","fetched_at":"2026-10-28T02:41:51.426565+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":100.0,"score":100.0,"n":9,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/git-ai-project__git-ai.json","source_sha256":"ae4f243ac0a630675d1e9141694601c77c6dd0ca221e119e51625a3d112f5098","fetched_at":"2026-10-26T09:34:03.122858+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":4287,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/git-ai-project__git-ai.json","source_sha256":"9a99f4b0dfffbd64a31afe416bba2d5040f727610a22cd82011effd89944f1b6","fetched_at":"2026-10-29T13:16:19.073850+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.47305389221556887,"score":5.389221556886227,"n":167,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/git-ai-project__git-ai.json","source_sha256":"57536de6426e744a6103e5b6eddf79f1f7aa7aa5e737160f5796365a5481b2ff","fetched_at":"2026-10-20T11:05:57.725166+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/git-ai-project__git-ai.json","source_sha256":"bf2a4075c671ce7b6472917665d32bfdb56090f0f21eef63fbb2abc7f6c109bf","fetched_at":"2026-10-28T02:41:51.426565+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":2,"score":20.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/git-ai-project__git-ai.json","source_sha256":"92e2fdb45f5fff63d37288c14f288179b15026bcf0ded2cfe0b5ce33fe78dd00","fetched_at":"2026-10-27T15:53:28.128820+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4974,"score":49.74,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/git-ai-project__git-ai.json","source_sha256":"6ae2f902e15efba955f4e997cb73a8468ca390f463b5611fc03ba4352b53921b","fetched_at":"2026-10-29T13:16:19.252185+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":34.5041,"score":34.5041,"n":410,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/git-ai-project__git-ai.json","source_sha256":"57536de6426e744a6103e5b6eddf79f1f7aa7aa5e737160f5796365a5481b2ff","fetched_at":"2026-10-27T15:53:39.744515+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/git-ai-project__git-ai.json","source_sha256":"bf2a4075c671ce7b6472917665d32bfdb56090f0f21eef63fbb2abc7f6c109bf","fetched_at":"2026-10-28T02:41:51.426565+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":0.199,"score":24.875,"n":191,"window_start":"2026-04-23T11:05:57.725166+00:00","window_end":"2026-10-20T11:05:57.725166+00:00","method":"primary","source":"raw/pr_window/git-ai-project__git-ai.json","source_sha256":"57536de6426e744a6103e5b6eddf79f1f7aa7aa5e737160f5796365a5481b2ff","fetched_at":"2026-10-20T11:05:57.725166+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":48.8806,"score":49.34431029408106,"n":63,"window_start":"2026-04-23T11:05:57.725166+00:00","window_end":"2026-10-20T11:05:57.725166+00:00","method":"primary","source":"raw/pr_window/git-ai-project__git-ai.json","source_sha256":"57536de6426e744a6103e5b6eddf79f1f7aa7aa5e737160f5796365a5481b2ff","fetched_at":"2026-10-20T11:05:57.725166+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":167.3372,"score":71.49621212121212,"n":117,"window_start":"2026-04-23T11:05:57.725166+00:00","window_end":"2026-10-20T11:05:57.725166+00:00","method":"primary","source":"raw/pr_window/git-ai-project__git-ai.json","source_sha256":"57536de6426e744a6103e5b6eddf79f1f7aa7aa5e737160f5796365a5481b2ff","fetched_at":"2026-10-20T11:05:57.725166+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to git-ai-project/git-ai got a first human reply in a median of 2 days (63 pull requests, 23 April to 20 October 2026); 47% got none within 14 days.","It ranks 3,503 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":3503,"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":3444,"total":4002,"reason":null}},"similar":[{"owner":"EpicGames","name":"lore","rank":3500},{"owner":"1jehuang","name":"jcode","rank":3508},{"owner":"openinterpreter","name":"openinterpreter","rank":3522},{"owner":"dalance","name":"procs","rank":3523},{"owner":"GraphiteEditor","name":"Graphite","rank":3525}]},"glideapps/glide-data-grid":{"detail":{"owner":"glideapps","name":"glide-data-grid","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"4e8ae1d5c54f2389eb3e2f5d96538aba1db1354e61f9875dbc2f00593adf9630","eligible":false,"gate_reason":"stale","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"stale","career_capital":"stale","first_timer":"stale","senior_systems":"stale"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"go-pay/gopay":{"detail":{"owner":"go-pay","name":"gopay","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"1ceff821cd8aa525624dc5a814d3969eb1da40f49502e6b41c0a83dbe72ea5ce","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.63,"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":51.22012979351,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":70.714285714286,"c_rigor":0.7,"p_accessibility":15.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:responsiveness","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:responsiveness","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.645,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.63,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.67,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.47,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.765,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/go-pay__gopay.json","source_sha256":"fcb2a29abd8a5005c329c26ba92add0f6402ade91e3e8c2904b0ae291d4f08d8","fetched_at":"2026-10-28T01:07:33.978915+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":42,"score":65.13274336283186,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/go-pay__gopay.json","source_sha256":"058cf1c94e01adf9eda628de3171e113550815c7cffcc8d6c34c62ca88e38caa","fetched_at":"2026-10-27T07:03:17.274812+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":50.0,"score":50.0,"n":24,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/go-pay__gopay.json","source_sha256":"afbfce1db0b94a33e5f9fb7a1af601759f0b7c5973a1f70ebe6391cfc375c19b","fetched_at":"2026-10-26T00:17:25.774004+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":34,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/go-pay__gopay.json","source_sha256":"a68aad291caa23c7f2e45f09a7d3ce68d34a1a1a9240e8cb26ace025748648ab","fetched_at":"2026-10-29T06:22:43.314523+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.0,"score":null,"n":4,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/go-pay__gopay.json","source_sha256":"fcb2a29abd8a5005c329c26ba92add0f6402ade91e3e8c2904b0ae291d4f08d8","fetched_at":"2026-10-28T01:07:33.978915+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/go-pay__gopay.json","source_sha256":"e7387b7ca3b47690c3e737ab5acfccbb336b6df5e45e4662563368afbb97d737","fetched_at":"2026-10-27T07:03:13.862932+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3532,"score":35.32,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/go-pay__gopay.json","source_sha256":"855ed70b45a05091b14e7b8fb9bdd1ced1945360e01325061f8570cfeb436bb1","fetched_at":"2026-10-29T06:22:43.336538+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":52.5,"score":52.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/go-pay__gopay.json","source_sha256":"d102fdd8e22e6b2e95b9b2f33498e72cfa2cb56e84a2dcbca2e4e3063bf4246b","fetched_at":"2026-10-30T13:20:17.949667+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/go-pay__gopay.json","source_sha256":"fcb2a29abd8a5005c329c26ba92add0f6402ade91e3e8c2904b0ae291d4f08d8","fetched_at":"2026-10-28T01:07:33.978915+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"}]},"gorhill/uMatrix":{"detail":{"owner":"gorhill","name":"uMatrix","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"9bcbad0d5b714fde9ac86b101e29680eb2876eab8789c87e112ff29423897536","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":[]},"grab/front-end-guide":{"detail":{"owner":"grab","name":"front-end-guide","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"aa1a8291e586a30b3ee8b3059c030794efc8dda5925fdde31f6c70aad615efa0","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":[]},"hectorqin/reader":{"detail":{"owner":"hectorqin","name":"reader","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"a5ebcca4fec38798fe3c031d6ae64a79281dd80939d0bd9a25f8345800bdb1c5","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":[]},"HospitalRun/hospitalrun-frontend":{"detail":{"owner":"HospitalRun","name":"hospitalrun-frontend","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"de4c5fc4c3f488b2679b64d13853c4ccb45eb54a2e280cd5f51f751f3e3515e5","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":[]},"huggingface/autotrain-advanced":{"detail":{"owner":"huggingface","name":"autotrain-advanced","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"0497e9a31a5f451d11d71968ef8994de1c5a5af7111a8f6daf522ec8d17e89ce","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.5,"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":31.235163453121,"c_criticality":1.0,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":40.0,"c_rigor":0.3,"p_accessibility":12.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:responsiveness","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:responsiveness","senior_systems":"insufficient_evidence:responsiveness"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.4525,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.5,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.5775,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.3775,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.5975,"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/huggingface__autotrain-advanced.json","source_sha256":"f8e5856041a48d27788306c22b55dd5c8a5ebb790018d3df45ba49670714cf88","fetched_at":"2026-10-28T02:02:39.015275+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/huggingface__autotrain-advanced.json","source_sha256":"f28a5313c47495b9e20068e5cb97c50abdb1b0454f24e837db82a3cab63e4c3a","fetched_at":"2026-10-27T12:12:38.788187+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":18835,"score":28.523489932885905,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__autotrain-advanced.json","source_sha256":"afc90182f658f3b100e5ee16a0f949b31df3894e8b90e4a890f9c96b2526f650","fetched_at":"2026-10-30T14:29:55.182015+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/huggingface__autotrain-advanced.json","source_sha256":"14fb01e23d1784366a0d30ed643bd83e40651446a092a7a440598c7d811c2c53","fetched_at":"2026-10-26T05:38:18.723398+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":0.75,"score":null,"n":4,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/huggingface__autotrain-advanced.json","source_sha256":"f8e5856041a48d27788306c22b55dd5c8a5ebb790018d3df45ba49670714cf88","fetched_at":"2026-10-28T02:02:39.015275+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/huggingface__autotrain-advanced.json","source_sha256":"48c1abe38009d262a2f4f317df2c27a1c93b7e8320658e12e02a568432449068","fetched_at":"2026-10-27T12:12:33.786455+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2262,"score":22.62,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/huggingface__autotrain-advanced.json","source_sha256":"af4ff850d8e0c911f1db7b56675a64ebde40861b6ad2daaec262b7e935ee2f9a","fetched_at":"2026-10-29T09:59:10.071234+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":49.3333,"score":null,"n":5,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/huggingface__autotrain-advanced.json","source_sha256":"f8e5856041a48d27788306c22b55dd5c8a5ebb790018d3df45ba49670714cf88","fetched_at":"2026-10-28T02:02:39.015275+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"}]},"ikaijua/Awesome-AITools":{"detail":{"owner":"ikaijua","name":"Awesome-AITools","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"6959889f2b4a6b1b29e643623888ae1efc4e93fc725dbc823197b87a87cae076","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":[]},"imoneoi/openchat":{"detail":{"owner":"imoneoi","name":"openchat","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"5e66138466c0a98a0b906012fe186406acb3c2abf7e370a41fc30fc4d568ee94","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":[]},"jitsi/jitsi":{"detail":{"owner":"jitsi","name":"jitsi","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"82004c4c54dce1be5f4327b5b46fb11887275483b3b9245ae28f3c6269dd4fcd","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.426666666667,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":30.54,"c_criticality":0.466666666667,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":35.714285714286,"c_rigor":0.7,"p_accessibility":25.5,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:responsiveness","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:responsiveness","senior_systems":"insufficient_evidence:responsiveness"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.485833333333,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.426666666667,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.430833333333,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.364166666667,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.490833333333,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/jitsi__jitsi.json","source_sha256":"2acc577ce92fad2f84b218a2f71c4f8b2bc4f5c89ee16d1cc9d63f3795f9bc13","fetched_at":"2026-10-28T02:17:00.501136+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":85.0,"score":85.0,"n":18,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/jitsi__jitsi.json","source_sha256":"5d11ea0cec0e2bf6cf628b39c09bbd58a187a8a4b8ff83d7352c088736b50a17","fetched_at":"2026-10-26T07:12:21.552635+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":17,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.0,"score":null,"n":3,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/jitsi__jitsi.json","source_sha256":"2acc577ce92fad2f84b218a2f71c4f8b2bc4f5c89ee16d1cc9d63f3795f9bc13","fetched_at":"2026-10-28T02:17:00.501136+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/jitsi__jitsi.json","source_sha256":"11dad4a3bff7a8ee08efe2befc5bcd9e99ff6ac6b9ddaea3819855d14b92bba6","fetched_at":"2026-10-27T13:34:42.472435+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3054,"score":30.54,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/jitsi__jitsi.json","source_sha256":"072dd2b4827bdb1589958f9e74b22e68811c51cfed058385e64c2aad07dfba94","fetched_at":"2026-10-29T10:52:52.505980+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":32.5,"score":32.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/jitsi__jitsi.json","source_sha256":"270a7f396b4cf76270850495e23d4e1c19ba533df10875e4cc0cf3311d297965","fetched_at":"2026-10-30T14:48:32.446120+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/jitsi__jitsi.json","source_sha256":"2acc577ce92fad2f84b218a2f71c4f8b2bc4f5c89ee16d1cc9d63f3795f9bc13","fetched_at":"2026-10-28T02:17:00.501136+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"}]},"joelgrus/data-science-from-scratch":{"detail":{"owner":"joelgrus","name":"data-science-from-scratch","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"92f8eaa65cd5df2e8facfbd9efaf2bf0559aa801899c5feb5b8f844baabfb078","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":[]},"k0sproject/k0s":{"detail":{"owner":"k0sproject","name":"k0s","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"87b089aadf0933db936eec8c8cbff436464881baaab832879415d7718b55795b","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2242,"tie_group":585,"porchlamp":53.57,"coverage":0.8125,"tier":"C","tier_ceiling":"A","quadrant":"Nursery","leverage":41.0,"friction":30.62,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":87.193028818556,"c_responsiveness":0.55,"p_criticality":29.404253687316,"c_criticality":1.0,"p_governance":64.5,"c_governance":1.0,"p_rigor":44.6525,"c_rigor":1.0,"p_accessibility":32.15,"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":51.84,"coverage":0.86,"tier":"C","rated":true},"balanced":{"porchlamp":53.57,"coverage":0.8125,"tier":"C","rated":true},"career_capital":{"porchlamp":48.3,"coverage":0.81,"tier":"C","rated":true},"first_timer":{"porchlamp":57.24,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":50.03,"coverage":0.9075,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/k0sproject__k0s.json","source_sha256":"21688398a93a22a6fd4b01d52bf2bef24fd79e5563e623006275c2b2ca9b41d3","fetched_at":"2026-10-28T00:38:38.827581+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/k0sproject__k0s.json","source_sha256":"f8797820f15d346710415c4c5aab5a39ebdee3c779800f58ce225451cf1023ba","fetched_at":"2026-10-27T04:49:14.680552+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":60.5,"score":60.5,"n":15,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/k0sproject__k0s.json","source_sha256":"4adfe0a77f727cd7ff58a00b059ae3cf66929448557b258403ffe0381d076ce4","fetched_at":"2026-10-25T22:25:33.749984+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":1794,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/k0sproject__k0s.json","source_sha256":"03ca9e510451db0254131a93e4355b0141e8409a7c8f3f6c37db0b1e6e2f66d3","fetched_at":"2026-10-29T04:12:55.591136+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.04721030042918455,"score":90.55793991416309,"n":466,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/k0sproject__k0s.json","source_sha256":"91b824c39c86488563b109b7a2b46ecb46f8f59878ab3ff28359a6924eb95735","fetched_at":"2026-10-19T15:35:20.086417+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/k0sproject__k0s.json","source_sha256":"21688398a93a22a6fd4b01d52bf2bef24fd79e5563e623006275c2b2ca9b41d3","fetched_at":"2026-10-28T00:38:38.827581+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":2,"score":20.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/k0sproject__k0s.json","source_sha256":"2f9d3630361cc2970eccde38be39d21f587d07caa2be95fddbc613c1afa1699a","fetched_at":"2026-10-27T04:49:08.154722+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4531,"score":45.31,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/k0sproject__k0s.json","source_sha256":"d8c400caa4aea328088c9d3eaadc6e202a63f3080f11c0ab3c5ed96d5bf95a07","fetched_at":"2026-10-29T04:12:55.767892+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/k0sproject__k0s.json","source_sha256":"33faa3ec9305db409997821716c9dcbc8e225e5ae869d353a4281be024741e27","fetched_at":"2026-10-30T12:48:25.577995+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/k0sproject__k0s.json","source_sha256":"21688398a93a22a6fd4b01d52bf2bef24fd79e5563e623006275c2b2ca9b41d3","fetched_at":"2026-10-28T00:38:38.827581+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":0.0974,"score":12.175,"n":493,"window_start":"2026-04-22T15:35:20.086417+00:00","window_end":"2026-10-19T15:35:20.086417+00:00","method":"primary","source":"raw/pr_window/k0sproject__k0s.json","source_sha256":"91b824c39c86488563b109b7a2b46ecb46f8f59878ab3ff28359a6924eb95735","fetched_at":"2026-10-19T15:35:20.086417+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":16.1625,"score":89.2596008949566,"n":511,"window_start":"2026-04-22T15:35:20.086417+00:00","window_end":"2026-10-19T15:35:20.086417+00:00","method":"primary","source":"raw/pr_window/k0sproject__k0s.json","source_sha256":"91b824c39c86488563b109b7a2b46ecb46f8f59878ab3ff28359a6924eb95735","fetched_at":"2026-10-19T15:35:20.086417+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":194.6194,"score":75.94594594594595,"n":469,"window_start":"2026-04-22T15:35:20.086417+00:00","window_end":"2026-10-19T15:35:20.086417+00:00","method":"primary","source":"raw/pr_window/k0sproject__k0s.json","source_sha256":"91b824c39c86488563b109b7a2b46ecb46f8f59878ab3ff28359a6924eb95735","fetched_at":"2026-10-19T15:35:20.086417+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to k0sproject/k0s got a first human reply in a median of 16.2 hours (511 pull requests, 22 April to 19 October 2026); 5% got none within 14 days.","It ranks 2,242 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":2242,"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":2617,"total":4002,"reason":null}},"similar":[{"owner":"GoogleCloudPlatform","name":"golang-samples","rank":2219},{"owner":"cloudwego","name":"hertz","rank":2246},{"owner":"fabiolb","name":"fabio","rank":2248},{"owner":"nicholas-fedor","name":"watchtower","rank":2252},{"owner":"authelia","name":"authelia","rank":2255}]},"kyegomez/tree-of-thoughts":{"detail":{"owner":"kyegomez","name":"tree-of-thoughts","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"582981fc9f43e7d951e21fd4b79960ff2c4f00e999fd81e600af55d03e15baf2","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":[]},"leftwm/leftwm":{"detail":{"owner":"leftwm","name":"leftwm","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"ac26c27e09bb3741e0dcd63e03bf25ed7d788e8f81e65b18de1b27e696a4adb0","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.63,"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":32.506824057894,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":48.571428571429,"c_rigor":0.7,"p_accessibility":30.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:responsiveness","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:responsiveness","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.645,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.63,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.67,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.47,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.765,"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/leftwm__leftwm.json","source_sha256":"d3d094d06d82f6c2a7a8149d1dc5f625851da0b6d80a40c72b64781eed9e2403","fetched_at":"2026-10-28T02:37:03.724599+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":3,"score":46.73629242819843,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/leftwm__leftwm.json","source_sha256":"2fbd55be0ddae024ef87347f45dc906a414fac7efc00f2aa2886af78442e117a","fetched_at":"2026-10-27T15:30:10.721003+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":233,"score":14.173228346456693,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__leftwm.json","source_sha256":"36050803a37289a07159092bbce4a73ba4b549d836ee1bfc1a7e8ed88adbb5a5","fetched_at":"2026-10-30T15:12:01.844290+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":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/leftwm__leftwm.json","source_sha256":"fe0d13e6bf52f5de76c3e80cc8b1d75a98534a57fa03527ac347211a8e8e3584","fetched_at":"2026-10-26T09:08:34.232258+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":36,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/leftwm__leftwm.json","source_sha256":"38f57c833c929428d019b6ff41a7125ff4b4d3dca51eccf1c41ae4951769005e","fetched_at":"2026-10-29T12:58:43.043231+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.2,"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/leftwm__leftwm.json","source_sha256":"d3d094d06d82f6c2a7a8149d1dc5f625851da0b6d80a40c72b64781eed9e2403","fetched_at":"2026-10-28T02:37:03.724599+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/leftwm__leftwm.json","source_sha256":"e252288a81d38aea11aedc8d9de58f83fce8a4ff3ae1e86536827483fc3b6a07","fetched_at":"2026-10-27T15:29:54.903610+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2934,"score":29.34,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/leftwm__leftwm.json","source_sha256":"e227fafd6d3fee7a16e455823e12544a950344fb8919aa2523fa8907088b3134","fetched_at":"2026-10-29T12:58:43.058241+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":55.0,"score":55.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/leftwm__leftwm.json","source_sha256":"6853200f8efa90e94df27840ad56c946deebb6cb09e9ce2952bba60f2ec82dbe","fetched_at":"2026-10-30T15:12:01.210004+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/leftwm__leftwm.json","source_sha256":"d3d094d06d82f6c2a7a8149d1dc5f625851da0b6d80a40c72b64781eed9e2403","fetched_at":"2026-10-28T02:37:03.724599+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"}]},"lennylxx/ipv6-hosts":{"detail":{"owner":"lennylxx","name":"ipv6-hosts","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"094d2af1138f5957501cb1a8d2ddb4b86af67d52a009c19674aea4388777577e","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":[]},"MAZHARMIK/Interview_DS_Algo":{"detail":{"owner":"MAZHARMIK","name":"Interview_DS_Algo","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"4cbe6525b1dabc595fe810704120d14e8371cf423085be5c726c08ecf1b20cc3","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":[]},"mgechev/revive":{"detail":{"owner":"mgechev","name":"revive","ecosystem":"go","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"2a2171f8871f2a49bd5d257aa2b86a9b7ae149ea0171a3f0afd89460594f7a4e","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2121,"tie_group":553,"porchlamp":54.46,"coverage":0.8875,"tier":"C","tier_ceiling":"A","quadrant":"Crucible","leverage":64.14,"friction":56.36,"leverage_coverage":1.0,"friction_coverage":0.775,"p_responsiveness":32.173949435434,"c_responsiveness":0.55,"p_criticality":67.668489675516,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":67.35625,"c_rigor":1.0,"p_accessibility":62.0,"c_accessibility":1.0,"persona_gates":{"first_timer":"insufficient_evidence:mr_first_rate","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":57.32,"coverage":0.91,"tier":"B","rated":true},"balanced":{"porchlamp":54.46,"coverage":0.8875,"tier":"C","rated":true},"career_capital":{"porchlamp":56.83,"coverage":0.91,"tier":"B","rated":true},"first_timer":{"porchlamp":50.94,"coverage":0.8425,"tier":"C","rated":true},"senior_systems":{"porchlamp":57.71,"coverage":0.9325,"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/mgechev__revive.json","source_sha256":"2dbdb8047330fa43f88ae2972627d7eca0c9953d44ef03a9a95b1b7607c7552c","fetched_at":"2026-10-28T01:15:34.072242+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":1457,"score":86.63716814159292,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/mgechev__revive.json","source_sha256":"625bc2766b24362b1a3d99e4c9dc89a97eed4dd3771ddc9ae785cdcb4d50cd43","fetched_at":"2026-10-27T07:56:23.997441+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":100.0,"score":100.0,"n":14,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/mgechev__revive.json","source_sha256":"271b1a660b8d4f5627ee51e62d3ecadeab815ade2f478e0ea39e606dd28e61dd","fetched_at":"2026-10-26T00:51:47.238401+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":161,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/mgechev__revive.json","source_sha256":"1bed1fb7063d8539c13de25eb004bf5ed85089d1d56ca140c03f3a7eaf18f4f4","fetched_at":"2026-10-29T06:57:58.701718+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.29545454545454547,"score":40.90909090909091,"n":44,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/mgechev__revive.json","source_sha256":"e9563807fa78f4420971e5f2959dfbc6b553b922f0a9c68a73590f584ece84cc","fetched_at":"2026-10-20T01:05:41.155444+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/mgechev__revive.json","source_sha256":"2dbdb8047330fa43f88ae2972627d7eca0c9953d44ef03a9a95b1b7607c7552c","fetched_at":"2026-10-28T01:15:34.072242+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":0.7143,"score":100.0,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/mgechev__revive.json","source_sha256":"36ef33b9d120dffb0bfa8fd1bb566c3554c6062966ad39ee4b631afea169ddde","fetched_at":"2026-10-11T01:41:44.134634+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/mgechev__revive.json","source_sha256":"567e9f05733d066ae63028ac8adfcb7592e2058e9676a75f0500bf172307b982","fetched_at":"2026-10-27T07:56:15.942230+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4599,"score":45.989999999999995,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/mgechev__revive.json","source_sha256":"4e6ab70c030c2674d4a52d7a6fd70eafe08f03ca194d377864b3e47d9a49bf78","fetched_at":"2026-10-29T06:57:58.738173+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/mgechev__revive.json","source_sha256":"0a6bdf5dc1f253f18994eae608c373cff5360f01748c514c013aa4d2d86dd304","fetched_at":"2026-10-30T13:28:48.449208+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/mgechev__revive.json","source_sha256":"2dbdb8047330fa43f88ae2972627d7eca0c9953d44ef03a9a95b1b7607c7552c","fetched_at":"2026-10-28T01:15:34.072242+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.4,"score":80.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/mgechev__revive.json","source_sha256":"36ef33b9d120dffb0bfa8fd1bb566c3554c6062966ad39ee4b631afea169ddde","fetched_at":"2026-10-11T01:41:44.134634+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.2895,"score":36.1875,"n":38,"window_start":"2026-04-23T01:05:41.155444+00:00","window_end":"2026-10-20T01:05:41.155444+00:00","method":"primary","source":"raw/pr_window/mgechev__revive.json","source_sha256":"e9563807fa78f4420971e5f2959dfbc6b553b922f0a9c68a73590f584ece84cc","fetched_at":"2026-10-20T01:05:41.155444+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":109.4442,"score":20.272770252159106,"n":21,"window_start":"2026-04-23T01:05:41.155444+00:00","window_end":"2026-10-20T01:05:41.155444+00:00","method":"primary","source":"raw/pr_window/mgechev__revive.json","source_sha256":"e9563807fa78f4420971e5f2959dfbc6b553b922f0a9c68a73590f584ece84cc","fetched_at":"2026-10-20T01:05:41.155444+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":354.5628,"score":54.77477477477478,"n":32,"window_start":"2026-04-23T01:05:41.155444+00:00","window_end":"2026-10-20T01:05:41.155444+00:00","method":"primary","source":"raw/pr_window/mgechev__revive.json","source_sha256":"e9563807fa78f4420971e5f2959dfbc6b553b922f0a9c68a73590f584ece84cc","fetched_at":"2026-10-20T01:05:41.155444+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to mgechev/revive got a first human reply in a median of 4.6 days (21 pull requests, 23 April to 20 October 2026); 30% got none within 14 days.","It ranks 2,121 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":2121,"total":4044,"reason":null},"first_timer":{"rank":null,"total":1904,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":608,"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":1797,"total":4002,"reason":null}},"similar":[{"owner":"agent-substrate","name":"substrate","rank":2113},{"owner":"aws","name":"karpenter-provider-aws","rank":2124},{"owner":"m1k1o","name":"neko","rank":2132},{"owner":"openfga","name":"openfga","rank":2133},{"owner":"a-h","name":"templ","rank":2137}]},"miloyip/json-tutorial":{"detail":{"owner":"miloyip","name":"json-tutorial","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"720b9344f52ad1c316f9fd15e08a47523b98148eb0403803dd1e1fcfd24d135f","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":[]},"nuejs/nue":{"detail":{"owner":"nuejs","name":"nue","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"0cd524c9f6ffafcd7bcb61edc34352925335818b4ca910305021649d4365f30b","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":[]},"o2oa/o2oa":{"detail":{"owner":"o2oa","name":"o2oa","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"b4f777fd3ed7ffdcaae559cac35a6295515ae359ef65b8b07ceaf8386d39665b","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":[]},"openrazer/openrazer":{"detail":{"owner":"openrazer","name":"openrazer","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"0e70e1648f8984c430f355f9c3d175e492752cdbb01380451a6604404f5a253b","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3701,"tie_group":null,"porchlamp":40.15,"coverage":0.9775,"tier":"C","tier_ceiling":null,"quadrant":"Crucible","leverage":51.15,"friction":68.7,"leverage_coverage":1.0,"friction_coverage":0.97,"p_responsiveness":20.682026734104,"c_responsiveness":1.0,"p_criticality":49.68,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":54.04375,"c_rigor":1.0,"p_accessibility":29.022352941176,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":43.46,"coverage":0.985,"tier":"C","rated":true},"balanced":{"porchlamp":40.15,"coverage":0.9775,"tier":"C","rated":true},"career_capital":{"porchlamp":40.31,"coverage":0.97,"tier":"C","rated":true},"first_timer":{"porchlamp":33.89,"coverage":0.955,"tier":"D","rated":true},"senior_systems":{"porchlamp":45.38,"coverage":0.9925,"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/openrazer__openrazer.json","source_sha256":"122e61cb46e372107b674094f8edb00a8e8c596bb3dc6fd7bb89b72ef0c07c58","fetched_at":"2026-10-28T02:08:35.676977+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.2609,"score":32.612500000000004,"n":23,"window_start":"2026-04-23T07:25:28.419062+00:00","window_end":"2026-07-22T07:25:28.419062+00:00","method":"primary","source":"raw/pr_window/openrazer__openrazer.json","source_sha256":"5c327aeea4f85fa0d79f29f636dcc1a6681c1993c3b6502c26b7577a583c683e","fetched_at":"2026-10-20T07:25:28.419062+00:00","unmeasured_reason":null},{"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/openrazer__openrazer.json","source_sha256":"afd95e552ae946a18f75f6228ccc67b08c50c4968b6f4f125f1b74a9319d7d8e","fetched_at":"2026-10-26T06:20:36.738443+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/openrazer__openrazer.json","source_sha256":"f8e43008bd781fbbbc6eaf373a7d1ff1c6e950d294fde9e8f6b6c20616f6ac06","fetched_at":"2026-10-29T10:16:30.854725+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.9347826086956522,"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/openrazer__openrazer.json","source_sha256":"5c327aeea4f85fa0d79f29f636dcc1a6681c1993c3b6502c26b7577a583c683e","fetched_at":"2026-10-20T07:25:28.419062+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/openrazer__openrazer.json","source_sha256":"122e61cb46e372107b674094f8edb00a8e8c596bb3dc6fd7bb89b72ef0c07c58","fetched_at":"2026-10-28T02:08:35.676977+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.5,"score":62.5,"n":20,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/openrazer__openrazer.json","source_sha256":"fdb41b11221b7776b11617eddd7ede231a0cfe2a51b8484d4211fde8412218f2","fetched_at":"2026-10-11T02:40:26.936169+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.0667,"score":13.34,"n":15,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/openrazer__openrazer.json","source_sha256":"fdb41b11221b7776b11617eddd7ede231a0cfe2a51b8484d4211fde8412218f2","fetched_at":"2026-10-11T02:40:26.936169+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":4,"score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/openrazer__openrazer.json","source_sha256":"f15432a01319bca47f57cc7572bc15b5a41c324234d6679a10bd9a6f3f67bcde","fetched_at":"2026-10-27T12:37:38.547991+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4968,"score":49.68,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/openrazer__openrazer.json","source_sha256":"bf591ffc6e863f6064b71a43e4bc6baf09f2c81cd4b41a8794e6250e181d56d0","fetched_at":"2026-10-29T10:16:30.882892+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":62.5,"score":62.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/openrazer__openrazer.json","source_sha256":"1aba5bb9785344a07f07e37e3d0b4c1d55e92afdb1c8ee28db4a5de26bc4abe0","fetched_at":"2026-10-30T14:36:46.115136+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/openrazer__openrazer.json","source_sha256":"122e61cb46e372107b674094f8edb00a8e8c596bb3dc6fd7bb89b72ef0c07c58","fetched_at":"2026-10-28T02:08:35.676977+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":0.4545,"score":56.8125,"n":11,"window_start":"2026-04-23T07:25:28.419062+00:00","window_end":"2026-10-20T07:25:28.419062+00:00","method":"primary","source":"raw/pr_window/openrazer__openrazer.json","source_sha256":"5c327aeea4f85fa0d79f29f636dcc1a6681c1993c3b6502c26b7577a583c683e","fetched_at":"2026-10-20T07:25:28.419062+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":1738.6772,"score":0.0,"n":19,"window_start":"2026-04-23T07:25:28.419062+00:00","window_end":"2026-10-20T07:25:28.419062+00:00","method":"primary","source":"raw/pr_window/openrazer__openrazer.json","source_sha256":"5c327aeea4f85fa0d79f29f636dcc1a6681c1993c3b6502c26b7577a583c683e","fetched_at":"2026-10-20T07:25:28.419062+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":3531.2411,"score":0.28901734104046284,"n":7,"window_start":"2026-04-23T07:25:28.419062+00:00","window_end":"2026-10-20T07:25:28.419062+00:00","method":"primary","source":"raw/pr_window/openrazer__openrazer.json","source_sha256":"5c327aeea4f85fa0d79f29f636dcc1a6681c1993c3b6502c26b7577a583c683e","fetched_at":"2026-10-20T07:25:28.419062+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to openrazer/openrazer got a first human reply in a median of 72.4 days (19 pull requests, 23 April to 20 October 2026); 93% got none within 14 days.","It ranks 3,701 of 4,044 overall.","For first-time contributors it ranks 1,884 of 1,904 (the bottom 2%)."],"standings":{"balanced":{"rank":3701,"total":4044,"reason":null},"first_timer":{"rank":1884,"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":3516,"total":4002,"reason":null}},"similar":[{"owner":"abseil","name":"abseil-cpp","rank":3690},{"owner":"termux","name":"termux-x11","rank":3693},{"owner":"bellard","name":"quickjs","rank":3694},{"owner":"ventoy","name":"Ventoy","rank":3712},{"owner":"boostorg","name":"beast","rank":3716}]},"PBH-BTN/PeerBanHelper":{"detail":{"owner":"PBH-BTN","name":"PeerBanHelper","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"4725797f8ce1d8272722f7eec969da9a197e0d32790c888421fba55713d4d4e3","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.24,"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":null,"c_criticality":0.0,"p_governance":40.0,"c_governance":0.3,"p_rigor":64.4476,"c_rigor":0.7,"p_accessibility":21.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:responsiveness","career_capital":"insufficient_evidence:responsiveness","first_timer":"insufficient_evidence:responsiveness","senior_systems":"insufficient_evidence:responsiveness"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.34,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.24,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.215,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.265,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.24,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/PBH-BTN__PeerBanHelper.json","source_sha256":"43a6c3b1e78ee9ef7eab689037874e83b0d08f63344c8460b65ab92924c91a35","fetched_at":"2026-10-10T08:31:07.267666+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/PBH-BTN__PeerBanHelper.json","source_sha256":"228333b8f675893bf89e7564333bd34237febc006ec25aa109c527e0aeb3c573","fetched_at":"2026-10-25T22:55:50.170455+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.0,"score":null,"n":3,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/PBH-BTN__PeerBanHelper.json","source_sha256":"3db0290ee6d0c185e5667639bbb40a579bdbef1c9cee4af4cee34b57ba29a6d4","fetched_at":"2026-10-27T05:27:11.145049+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":41.5333,"score":41.5333,"n":100,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/PBH-BTN__PeerBanHelper.json","source_sha256":"22cab0d3d60c87dbb9167fa162272fda0e6e094232630d92f53bef69741cd297","fetched_at":"2026-10-27T05:27:21.645030+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/PBH-BTN__PeerBanHelper.json","source_sha256":"43a6c3b1e78ee9ef7eab689037874e83b0d08f63344c8460b65ab92924c91a35","fetched_at":"2026-10-10T08:31:07.267666+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"}]},"perwendel/spark":{"detail":{"owner":"perwendel","name":"spark","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"93fae10fc5fda01a048c2df738f018f3e6af75aa44d1157239c5101c21ff4c3e","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":[]},"peterbrittain/asciimatics":{"detail":{"owner":"peterbrittain","name":"asciimatics","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"c1f51e73b93d167b0f3bd1db233ed69a48a03eba9aab0d0c34056aa8240b32a7","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.56,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":41.834920114027,"c_criticality":1.0,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":31.428571428571,"c_rigor":0.7,"p_accessibility":0.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:responsiveness","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:responsiveness","senior_systems":"insufficient_evidence:responsiveness"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.5925,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.56,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.6175,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.4175,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.6775,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/peterbrittain__asciimatics.json","source_sha256":"2c4cd936db95c8b6f11684129194bc68dfd1978eebf20a6ef6bf19d0fcef1b44","fetched_at":"2026-10-28T02:19:46.562886+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":15,"score":56.35451505016722,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/peterbrittain__asciimatics.json","source_sha256":"4095748377b5263f9a90a74f5b6d9032a377343be855faeaffc9f204e2e02f25","fetched_at":"2026-10-27T13:49:21.163753+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":87535,"score":40.26845637583892,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__asciimatics.json","source_sha256":"0822418a48c247cb42a3e5f8ca4b5d1be9aa433e36d6e1224d6466b2368c7560","fetched_at":"2026-10-30T14:54:20.781708+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":0,"window_start":null,"window_end":null,"method":"proxy:setup_signals_only","source":"raw/actions_runs/peterbrittain__asciimatics.json","source_sha256":"8de9a27fe0a55913cf0ef4a8aaa3b3b1e86282353cbb35982071518914907943","fetched_at":"2026-10-26T07:25:33.279586+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":0.0,"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/peterbrittain__asciimatics.json","source_sha256":"2c4cd936db95c8b6f11684129194bc68dfd1978eebf20a6ef6bf19d0fcef1b44","fetched_at":"2026-10-28T02:19:46.562886+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/peterbrittain__asciimatics.json","source_sha256":"667f33df98d4f17d2e513ea2f20c232060bb718d75a0827dcea2918dcded53a7","fetched_at":"2026-10-27T13:49:17.282193+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2636,"score":26.36,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/peterbrittain__asciimatics.json","source_sha256":"cda7e2837f77e426ae9ce129e6614647fc8f0749d1f712ff3d4096d8117cc03c","fetched_at":"2026-10-29T11:05:28.941134+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":25.0,"score":25.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/peterbrittain__asciimatics.json","source_sha256":"e9ee3ce165aceed93a2de96c98049b2c44d75071632f191784f0ed4b6ff830c9","fetched_at":"2026-10-30T14:53:39.353775+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/peterbrittain__asciimatics.json","source_sha256":"2c4cd936db95c8b6f11684129194bc68dfd1978eebf20a6ef6bf19d0fcef1b44","fetched_at":"2026-10-28T02:19:46.562886+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"}]},"qrohlf/trianglify":{"detail":{"owner":"qrohlf","name":"trianglify","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"d06adc7e18351417ea0a9cc623f1b1dc5fae60411c04001eca37cd9a82246fa3","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":[]},"RustPython/RustPython":{"detail":{"owner":"RustPython","name":"RustPython","ecosystem":"crates","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"8a366446bfb0a6d6958dd0bb8ac86f0bb351d68297864480378b27ddde140a87","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1520,"tie_group":378,"porchlamp":58.2,"coverage":0.8125,"tier":"B","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":52.76,"friction":31.49,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":97.278429752066,"c_responsiveness":0.55,"p_criticality":48.445676658238,"c_criticality":1.0,"p_governance":59.25,"c_governance":1.0,"p_rigor":55.63125,"c_rigor":1.0,"p_accessibility":10.5,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":58.55,"coverage":0.86,"tier":"B","rated":true},"balanced":{"porchlamp":58.2,"coverage":0.8125,"tier":"B","rated":true},"career_capital":{"porchlamp":52.96,"coverage":0.81,"tier":"C","rated":true},"first_timer":{"porchlamp":56.49,"coverage":0.6925,"tier":"B","rated":true},"senior_systems":{"porchlamp":58.01,"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/RustPython__RustPython.json","source_sha256":"9a2ae5e1396e7753b08427eeb5c16ff7233bad96b3406e7801967d0d1ea51975","fetched_at":"2026-10-27T21:35:54.726198+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":5,"score":50.652741514360315,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/RustPython__RustPython.json","source_sha256":"6adbe301768e67d1b83bcd7f00e1f222af65e6c4211ac6391fe750c2c37d5eba","fetched_at":"2026-10-26T16:08:17.398736+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":17598,"score":43.43832020997375,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__RustPython.json","source_sha256":"d83706df782dff2b724f27dc18a8f15f885bdcc88d91d509421a0c852dbf516a","fetched_at":"2026-10-30T09:03:21.303130+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":35.0,"score":35.0,"n":23,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/RustPython__RustPython.json","source_sha256":"73f7bf9e6355703e83f5736c8c9ef03b7b3ccdb99d58fef83ebffe27c080cd59","fetched_at":"2026-10-24T23:01:40.519101+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":2539,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/RustPython__RustPython.json","source_sha256":"018aea847369c39a9fe5ce02b80ce69b1a3d4a36e71bb76efca54e2490a781d1","fetched_at":"2026-10-29T14:15:46.120235+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.0016,"score":99.68,"n":625,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/RustPython__RustPython.json","source_sha256":"c2f29b644e3634a297af64b334ea7210abf8008f007d1978727ce3ba93fc1e51","fetched_at":"2026-10-20T21:04:13.771629+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/RustPython__RustPython.json","source_sha256":"9a2ae5e1396e7753b08427eeb5c16ff7233bad96b3406e7801967d0d1ea51975","fetched_at":"2026-10-27T21:35:54.726198+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/RustPython__RustPython.json","source_sha256":"48b930525bfc1a61aa350d5d7ae91e5722ebed1d44d5991164a4b757c47f5fd9","fetched_at":"2026-10-26T16:08:06.179114+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.495,"score":49.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/RustPython__RustPython.json","source_sha256":"61a1dff0e1a741525f3b4c0c27839a03edc52ab9ea3e17693eef717cd2b6d606","fetched_at":"2026-10-29T14:15:46.120235+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":45.0,"score":45.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/RustPython__RustPython.json","source_sha256":"fac4fdf830bc6a674ded0e0a788bbcb5091240503da482c5cb9ef447b6175e23","fetched_at":"2026-10-30T09:03:19.653886+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/RustPython__RustPython.json","source_sha256":"9a2ae5e1396e7753b08427eeb5c16ff7233bad96b3406e7801967d0d1ea51975","fetched_at":"2026-10-27T21:35:54.726198+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":0.2435,"score":30.4375,"n":846,"window_start":"2026-04-23T21:04:13.771629+00:00","window_end":"2026-10-20T21:04:13.771629+00:00","method":"primary","source":"raw/pr_window/RustPython__RustPython.json","source_sha256":"c2f29b644e3634a297af64b334ea7210abf8008f007d1978727ce3ba93fc1e51","fetched_at":"2026-10-20T21:04:13.771629+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":5.5283,"score":100.0,"n":795,"window_start":"2026-04-23T21:04:13.771629+00:00","window_end":"2026-10-20T21:04:13.771629+00:00","method":"primary","source":"raw/pr_window/RustPython__RustPython.json","source_sha256":"c2f29b644e3634a297af64b334ea7210abf8008f007d1978727ce3ba93fc1e51","fetched_at":"2026-10-20T21:04:13.771629+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":94.6308,"score":85.51136363636364,"n":827,"window_start":"2026-04-23T21:04:13.771629+00:00","window_end":"2026-10-20T21:04:13.771629+00:00","method":"primary","source":"raw/pr_window/RustPython__RustPython.json","source_sha256":"c2f29b644e3634a297af64b334ea7210abf8008f007d1978727ce3ba93fc1e51","fetched_at":"2026-10-20T21:04:13.771629+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to RustPython/RustPython got a first human reply in a median of 5.5 hours (795 pull requests, 23 April to 20 October 2026); 0% got none within 14 days.","It ranks 1,520 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1520,"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":1634,"total":4002,"reason":null}},"similar":[{"owner":"sxyazi","name":"yazi","rank":1506},{"owner":"nix-community","name":"nh","rank":1508},{"owner":"pimalaya","name":"himalaya","rank":1519},{"owner":"macro-inc","name":"macro","rank":1522},{"owner":"dora-rs","name":"dora","rank":1530}]},"seek-oss/playroom":{"detail":{"owner":"seek-oss","name":"playroom","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"bb27b5d93041795f958034fefe142bdfe4210cc6e4dd722c700e169e87a96c89","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2663,"tie_group":703,"porchlamp":50.93,"coverage":0.8125,"tier":"C","tier_ceiling":"A","quadrant":"Sweet Spot","leverage":51.04,"friction":44.75,"leverage_coverage":1.0,"friction_coverage":0.675,"p_responsiveness":68.949771689498,"c_responsiveness":0.55,"p_criticality":47.717857227674,"c_criticality":1.0,"p_governance":59.25,"c_governance":1.0,"p_rigor":51.095,"c_rigor":1.0,"p_accessibility":15.0,"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":51.6,"coverage":0.86,"tier":"C","rated":true},"balanced":{"porchlamp":50.93,"coverage":0.8125,"tier":"C","rated":true},"career_capital":{"porchlamp":47.49,"coverage":0.81,"tier":"C","rated":true},"first_timer":{"porchlamp":47.4,"coverage":0.6925,"tier":"C","rated":true},"senior_systems":{"porchlamp":52.83,"coverage":0.9075,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/seek-oss__playroom.json","source_sha256":"67dcec574fcf3d81d5b25dcb0de0e137b4c49076e59c2b4edbd8fe30d35b11a8","fetched_at":"2026-10-28T02:03:37.175892+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":72,"score":49.70095693779904,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/seek-oss__playroom.json","source_sha256":"f678531bae4ab6588fb2398d763db84510e0ffb3f5b0e2c893e6cda35ef4d6d4","fetched_at":"2026-10-27T12:15:40.940111+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":1638333,"score":56.02189781021898,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__playroom.json","source_sha256":"2c3de980b018491fb0ba4203e4e4aef94c71d16284accb760a9563e1867f7eff","fetched_at":"2026-10-30T14:31:12.828481+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/seek-oss__playroom.json","source_sha256":"a02301d6b7ce0d91742f8a9a45f729c2d32f354b128596d5e9bacbdca8c96685","fetched_at":"2026-10-26T05:44:19.728344+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":60,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/seek-oss__playroom.json","source_sha256":"71e35d0cc0cc032a3df5ed01f9fb3d5a0ffd81bd438a3fa5d314f1801a270095","fetched_at":"2026-10-29T10:01:24.224841+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.3,"score":40.0,"n":20,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/seek-oss__playroom.json","source_sha256":"481d032d659348d038ffa1dbda94e9cec87f266ce7f0fb199f5be7f7944528f9","fetched_at":"2026-10-20T06:50:18.875489+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/seek-oss__playroom.json","source_sha256":"67dcec574fcf3d81d5b25dcb0de0e137b4c49076e59c2b4edbd8fe30d35b11a8","fetched_at":"2026-10-28T02:03:37.175892+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/seek-oss__playroom.json","source_sha256":"7ed2a6fea0bd7d19bca0c290726c293f92702c3072c5698f3de3a5cc47433eca","fetched_at":"2026-10-27T12:15:36.264110+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3952,"score":39.519999999999996,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/seek-oss__playroom.json","source_sha256":"84a322961b01e4aa8fb3e0fdae0cb29c728b4c47d3e214ab16e1d10126d1ce20","fetched_at":"2026-10-29T10:01:24.235425+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/seek-oss__playroom.json","source_sha256":"c3d8bb099d734a34957f7ef7131872ccd64589b1877c7745aa45085d82f94387","fetched_at":"2026-10-30T14:31:11.227092+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/seek-oss__playroom.json","source_sha256":"67dcec574fcf3d81d5b25dcb0de0e137b4c49076e59c2b4edbd8fe30d35b11a8","fetched_at":"2026-10-28T02:03:37.175892+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":"2026-04-23T06:50:18.875489+00:00","window_end":"2026-10-20T06:50:18.875489+00:00","method":"primary","source":"raw/pr_window/seek-oss__playroom.json","source_sha256":"481d032d659348d038ffa1dbda94e9cec87f266ce7f0fb199f5be7f7944528f9","fetched_at":"2026-10-20T06:50:18.875489+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":10.8753,"score":100.0,"n":24,"window_start":"2026-04-23T06:50:18.875489+00:00","window_end":"2026-10-20T06:50:18.875489+00:00","method":"primary","source":"raw/pr_window/seek-oss__playroom.json","source_sha256":"481d032d659348d038ffa1dbda94e9cec87f266ce7f0fb199f5be7f7944528f9","fetched_at":"2026-10-20T06:50:18.875489+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":790.3311,"score":19.22374429223744,"n":25,"window_start":"2026-04-23T06:50:18.875489+00:00","window_end":"2026-10-20T06:50:18.875489+00:00","method":"primary","source":"raw/pr_window/seek-oss__playroom.json","source_sha256":"481d032d659348d038ffa1dbda94e9cec87f266ce7f0fb199f5be7f7944528f9","fetched_at":"2026-10-20T06:50:18.875489+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to seek-oss/playroom got a first human reply in a median of 10.9 hours (24 pull requests, 23 April to 20 October 2026); 30% got none within 14 days.","It ranks 2,663 of 4,044 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":2663,"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":2652,"total":4002,"reason":null}},"similar":[{"owner":"Heroic-Games-Launcher","name":"HeroicGamesLauncher","rank":2657},{"owner":"signalapp","name":"Signal-Desktop","rank":2658},{"owner":"LuanRT","name":"YouTube.js","rank":2662},{"owner":"zotero","name":"zotero","rank":2670},{"owner":"affaan-m","name":"ECC","rank":2671}]},"sinclairzx81/typebox":{"detail":{"owner":"sinclairzx81","name":"typebox","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"0a4a8d19db439ebe63f993e2f06b5d22bab654e0a5a520265ec97d8efa9b230d","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2968,"tie_group":792,"porchlamp":48.46,"coverage":0.915,"tier":"C","tier_ceiling":null,"quadrant":"Crucible","leverage":51.71,"friction":50.62,"leverage_coverage":1.0,"friction_coverage":0.845,"p_responsiveness":64.926758171848,"c_responsiveness":0.75,"p_criticality":46.014207970989,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":62.0,"c_rigor":1.0,"p_accessibility":8.823529411765,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"high_barrier_to_entry","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":52.35,"coverage":0.935,"tier":"C","rated":true},"balanced":{"porchlamp":48.46,"coverage":0.915,"tier":"C","rated":true},"career_capital":{"porchlamp":44.63,"coverage":0.92,"tier":"C","rated":true},"first_timer":{"porchlamp":43.75,"coverage":0.8675,"tier":"C","rated":true},"senior_systems":{"porchlamp":51.31,"coverage":0.955,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/sinclairzx81__typebox.json","source_sha256":"ec2c9eb83d0b57cf191ec2fd2daefaca7cb78cf31edfcabc4e0661e1b43c90ed","fetched_at":"2026-10-28T00:24:52.251883+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":1,"score":29.126794258373206,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/sinclairzx81__typebox.json","source_sha256":"99dc4be95a2456ad3ac66f7b2457064c5f1b2528c34aca2dbe435033f087d1ed","fetched_at":"2026-10-27T16:32:57.459123+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":51027441,"score":82.0559610705596,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__typebox.json","source_sha256":"53041818a6cfbe152104f6684558cc0de3e0365f7542fb3a9fa2fcbbd3a2715f","fetched_at":"2026-10-30T12:31:27.430405+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/sinclairzx81__typebox.json","source_sha256":"c17a2d1ccb9af64e28a2a8d85515350e14815e87a2e2c6a5dce9ed313c1f58d9","fetched_at":"2026-10-25T21:28:46.322861+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":217,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/sinclairzx81__typebox.json","source_sha256":"27fe80cd16a017b49e2ec7e805799fe932f045fb7b250c028815e97e13bd6050","fetched_at":"2026-10-29T15:00:36.980087+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.29411764705882354,"score":41.17647058823529,"n":17,"window_start":"2026-04-27T18:10:00+00:00","window_end":"2026-10-24T18:10:00+00:00","method":"primary","source":"raw/pr_window/sinclairzx81__typebox.json","source_sha256":"a6a39b6eb0f8f4023c3f826b678efabccfc402515aa6ce27ca2f067a63584cda","fetched_at":"2026-10-23T15:19:28.475852+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/sinclairzx81__typebox.json","source_sha256":"ec2c9eb83d0b57cf191ec2fd2daefaca7cb78cf31edfcabc4e0661e1b43c90ed","fetched_at":"2026-10-28T00:24:52.251883+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.375,"score":46.875,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/sinclairzx81__typebox.json","source_sha256":"99787cd95413cd289e3c2a6fe907e2e08900fcf36a5d2bce1e8502de41b94aff","fetched_at":"2026-10-11T00:37:01.194197+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/sinclairzx81__typebox.json","source_sha256":"99787cd95413cd289e3c2a6fe907e2e08900fcf36a5d2bce1e8502de41b94aff","fetched_at":"2026-10-11T00:37:01.194197+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/sinclairzx81__typebox.json","source_sha256":"d8c39039060020c310cf424f604f72ede8d3baba0e9ec38241cb43624d45d3a6","fetched_at":"2026-10-27T03:35:45.288620+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3957,"score":39.57,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/sinclairzx81__typebox.json","source_sha256":"d6166a74c4d71bd23b6295b8ce03c83b3854a9ef1cf01fc610dc619b05b5180f","fetched_at":"2026-10-29T15:00:36.980087+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/sinclairzx81__typebox.json","source_sha256":"e3cb49ad690599cab72a3b8d35a7bde3347482e2130706c40728e39afbd52614","fetched_at":"2026-10-30T12:31:26.179116+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/sinclairzx81__typebox.json","source_sha256":"ec2c9eb83d0b57cf191ec2fd2daefaca7cb78cf31edfcabc4e0661e1b43c90ed","fetched_at":"2026-10-28T00:24:52.251883+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":0.9444,"score":100.0,"n":18,"window_start":"2026-04-26T15:19:28.475852+00:00","window_end":"2026-10-23T15:19:28.475852+00:00","method":"primary","source":"raw/pr_window/sinclairzx81__typebox.json","source_sha256":"a6a39b6eb0f8f4023c3f826b678efabccfc402515aa6ce27ca2f067a63584cda","fetched_at":"2026-10-23T15:19:28.475852+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":12.7011,"score":97.95202391023533,"n":18,"window_start":"2026-04-26T15:19:28.475852+00:00","window_end":"2026-10-23T15:19:28.475852+00:00","method":"primary","source":"raw/pr_window/sinclairzx81__typebox.json","source_sha256":"a6a39b6eb0f8f4023c3f826b678efabccfc402515aa6ce27ca2f067a63584cda","fetched_at":"2026-10-23T15:19:28.475852+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":433.7531,"score":37.57990867579909,"n":9,"window_start":"2026-04-26T15:19:28.475852+00:00","window_end":"2026-10-23T15:19:28.475852+00:00","method":"primary","source":"raw/pr_window/sinclairzx81__typebox.json","source_sha256":"a6a39b6eb0f8f4023c3f826b678efabccfc402515aa6ce27ca2f067a63584cda","fetched_at":"2026-10-23T15:19:28.475852+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to sinclairzx81/typebox got a first human reply in a median of 12.7 hours (18 pull requests, 26 April to 23 October 2026); 29% got none within 14 days.","It ranks 2,968 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":2968,"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":2544,"total":4002,"reason":null}},"similar":[{"owner":"OpenCoworkAI","name":"open-codesign","rank":2964},{"owner":"MikeMcl","name":"bignumber.js","rank":2966},{"owner":"decaporg","name":"decap-cms","rank":2967},{"owner":"vercel","name":"streamdown","rank":2970},{"owner":"Anionex","name":"banana-slides","rank":2974}]},"square/javapoet":{"detail":{"owner":"square","name":"javapoet","ecosystem":"maven","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"b8e42417c679a15490dae3d57ac5ca2bc43831c92accb54cfd24f88ad29b3551","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":[]},"Sygil-Dev/sygil-webui":{"detail":{"owner":"Sygil-Dev","name":"sygil-webui","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"3d2c0771e709b4f73ee5092926117afe54f5fa44ec272350a891be14d0ee50c8","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":[]},"The-Vibe-Company/megaparse":{"detail":{"owner":"The-Vibe-Company","name":"megaparse","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"a17117d021ec16add4d9d4760b3fb01a9ec7caa0c46f1abfea3f8b0453930613","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":[]},"timc1/kbar":{"detail":{"owner":"timc1","name":"kbar","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"289fd595184769cb7ef1bdd4d66ebde6cb387a47904d00b93e2258b2068142b4","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":[]},"tsl0922/ttyd":{"detail":{"owner":"tsl0922","name":"ttyd","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"b7c87ad14204465356409131b967d763ba7edac22778ad18a1f1967955c048d5","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":15,"population_n":16,"unanswered_share":0.9375,"ignored":15,"ignored_share":0.9375,"wilson_lower_bound":0.7625,"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":"2026-10-19T10:08:46.538475+00:00","source":"raw/pr_window/tsl0922__ttyd.json","source_sha256":"57bfcec3529ba77248666d6bb263f1a3eb3d2697857bfed127f85719600c410f","excluded":{"draft":0,"self_closed":2,"new_account":1,"bot":10,"internal":0,"under_14d":2},"counted_prs":[{"number":1576,"created_at":"2026-09-28T12:21:03Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1573,"created_at":"2026-09-15T01:26:52Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1569,"created_at":"2026-08-23T20:01:48Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1565,"created_at":"2026-08-07T09:47:16Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1564,"created_at":"2026-08-05T12:58:32Z","answered_within_14d":true,"first_response_at":"2026-08-12T03:39:18Z","response_kind":"merged","touched_ever":true},{"number":1562,"created_at":"2026-07-28T23:02:06Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1561,"created_at":"2026-07-25T21:16:23Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1560,"created_at":"2026-07-08T12:30:29Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1558,"created_at":"2026-06-25T04:52:37Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1553,"created_at":"2026-06-20T14:46:31Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1550,"created_at":"2026-06-20T00:32:19Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1549,"created_at":"2026-06-19T20:33:25Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1545,"created_at":"2026-06-09T15:51:58Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1544,"created_at":"2026-06-09T15:51:36Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1536,"created_at":"2026-05-13T00:07:19Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false},{"number":1533,"created_at":"2026-04-29T16:53:09Z","answered_within_14d":false,"first_response_at":null,"response_kind":"none","touched_ever":false}],"rule_inputs_measured":true}},"evidence":[]},"UZ-SLAMLab/ORB_SLAM3":{"detail":{"owner":"UZ-SLAMLab","name":"ORB_SLAM3","ecosystem":"systems","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"3f086c0b21be7756e2b17de1e341fb696d2e032a6fb17396ed08c30e2360b3a3","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":[]},"xinntao/ESRGAN":{"detail":{"owner":"xinntao","name":"ESRGAN","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"fb435f89e57c0dbce05c169baf1e77a5dcfb5017276bf8c2c9d9bad76fc6969a","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":[]},"zedr/clean-code-python":{"detail":{"owner":"zedr","name":"clean-code-python","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"d097c4806754b2bb31fa04f6d97125da330ba52b9ca0e8a6b9b54d0dc415f121","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":[]},"zhongsp/TypeScript":{"detail":{"owner":"zhongsp","name":"TypeScript","ecosystem":"npm","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"c5d14ad592a243055f8aae6c059b5c12409370c04255c7b22a1149e79424a7f0","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":[]},"zuruoke/watermark-removal":{"detail":{"owner":"zuruoke","name":"watermark-removal","ecosystem":"pypi","snapshot_id":"2026-11-05","benchmark_version":"2.0.0-rc1","raw_hash":"de59b65304a85b4eed497b7ec34f19344402549c7c3c354d0d351b7beff8ac5e","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":[]}}