{"version":1,"schema":"skill_index_v1","axes":["utility.pass_rate_gain","utility.efficiency_score","safety.score"],"skill_count":227,"skills":[{"name":"academic-paper-review","owner":"bytedance","category":"educational-instruction-and-library-occupations","scenarios":3,"valid_scenarios":2,"invalid_scenarios":1,"efficiency_scenarios":2,"total_items":19,"wi_passed":13,"wo_passed":8,"pass_rate_gain":0.381,"efficiency_score":0.0,"wi_avg_time_s":260.9,"wo_avg_time_s":185.7,"wi_avg_eff_tokens":157295,"wo_avg_eff_tokens":99032,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"academic-researcher","owner":"Shubhamsaboo","category":"educational-instruction-and-library-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":16,"pass_rate_gain":0.1111,"efficiency_score":0.138,"wi_avg_time_s":133.9,"wo_avg_time_s":101.7,"wi_avg_eff_tokens":14989,"wo_avg_eff_tokens":14849,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"advogado-criminal","owner":"sickn33","category":"legal-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":17,"wo_passed":17,"pass_rate_gain":0.0556,"efficiency_score":0.2269,"wi_avg_time_s":409.8,"wo_avg_time_s":340.9,"wi_avg_eff_tokens":176867,"wo_avg_eff_tokens":209489,"safety_score":97.7,"findings":{"H":0,"M":2,"L":0,"total":2},"findings_triggered":0},{"name":"advogado-especialista","owner":"sickn33","category":"legal-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":17,"wo_passed":12,"pass_rate_gain":0.2778,"efficiency_score":0.0087,"wi_avg_time_s":436.4,"wo_avg_time_s":389.0,"wi_avg_eff_tokens":237194,"wo_avg_eff_tokens":219151,"safety_score":91.3,"findings":{"H":0,"M":3,"L":0,"total":3},"findings_triggered":2},{"name":"afrexai-construction-estimator","owner":"openclaw","category":"architecture-and-engineering-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":12,"pass_rate_gain":0.4286,"efficiency_score":0.2954,"wi_avg_time_s":269.7,"wo_avg_time_s":284.4,"wi_avg_eff_tokens":52322,"wo_avg_eff_tokens":107841,"safety_score":92.0,"findings":{"H":0,"M":1,"L":1,"total":2},"findings_triggered":0},{"name":"ai-analyzer","owner":"sickn33","category":"healthcare-practitioners-and-technical-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":17,"pass_rate_gain":0.1111,"efficiency_score":0.2677,"wi_avg_time_s":250.8,"wo_avg_time_s":253.0,"wi_avg_eff_tokens":112926,"wo_avg_eff_tokens":136489,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"aircraft-maintenance-engineer","owner":"theneoai","category":"installation-maintenance-and-repair-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":18,"pass_rate_gain":0.0,"efficiency_score":0.0776,"wi_avg_time_s":189.5,"wo_avg_time_s":139.8,"wi_avg_eff_tokens":128278,"wo_avg_eff_tokens":68536,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"alfworld-temperature-regulator","owner":"zjunlp","category":"building-and-grounds-cleaning-and-maintenance-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":17,"wi_passed":17,"wo_passed":17,"pass_rate_gain":0.0,"efficiency_score":0.4462,"wi_avg_time_s":52.2,"wo_avg_time_s":56.2,"wi_avg_eff_tokens":6264,"wo_avg_eff_tokens":9942,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"ancient-divination-ritual-procedure","owner":"baojie","category":"community-and-social-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":18,"wi_passed":18,"wo_passed":2,"pass_rate_gain":0.8889,"efficiency_score":0.519,"wi_avg_time_s":93.7,"wo_avg_time_s":110.6,"wi_avg_eff_tokens":9445,"wo_avg_eff_tokens":7263,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"andrej-karpathy","owner":"sickn33","category":"educational-instruction-and-library-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":17,"wo_passed":8,"pass_rate_gain":0.5,"efficiency_score":0.2372,"wi_avg_time_s":244.6,"wo_avg_time_s":250.0,"wi_avg_eff_tokens":112667,"wo_avg_eff_tokens":75261,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"appliance-repairer","owner":"theneoai","category":"installation-maintenance-and-repair-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":17,"wi_passed":14,"wo_passed":10,"pass_rate_gain":0.2556,"efficiency_score":0.3445,"wi_avg_time_s":61.8,"wo_avg_time_s":67.5,"wi_avg_eff_tokens":3941,"wo_avg_eff_tokens":3146,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"aquaculture-expert","owner":"theneoai","category":"farming-fishing-and-forestry-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":19,"wo_passed":19,"pass_rate_gain":0.0,"efficiency_score":0.1223,"wi_avg_time_s":268.7,"wo_avg_time_s":236.8,"wi_avg_eff_tokens":79303,"wo_avg_eff_tokens":55258,"safety_score":91.7,"findings":{"H":0,"M":2,"L":0,"total":2},"findings_triggered":2},{"name":"article-writing","owner":"affaan-m","category":"arts-design-entertainment-sports-and-media-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":13,"pass_rate_gain":0.3333,"efficiency_score":0.3699,"wi_avg_time_s":82.3,"wo_avg_time_s":81.5,"wi_avg_eff_tokens":7374,"wo_avg_eff_tokens":12364,"safety_score":98.8,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"assembly-line-worker","owner":"theneoai","category":"production-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":17,"wo_passed":16,"pass_rate_gain":0.0556,"efficiency_score":0.1831,"wi_avg_time_s":99.5,"wo_avg_time_s":97.7,"wi_avg_eff_tokens":5677,"wo_avg_eff_tokens":9023,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"auto-body-repairer","owner":"theneoai","category":"installation-maintenance-and-repair-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":16,"wo_passed":16,"pass_rate_gain":0.0,"efficiency_score":0.1821,"wi_avg_time_s":181.6,"wo_avg_time_s":152.7,"wi_avg_eff_tokens":57573,"wo_avg_eff_tokens":24264,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"auto-repair-technician","owner":"theneoai","category":"installation-maintenance-and-repair-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":17,"wo_passed":17,"pass_rate_gain":0.0,"efficiency_score":0.0481,"wi_avg_time_s":76.2,"wo_avg_time_s":71.6,"wi_avg_eff_tokens":16736,"wo_avg_eff_tokens":4121,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"autonomous-littoral-port-reopening-under-mining-and-drone-threat-cell","owner":"zwright8","category":"military-specific-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":20,"wi_passed":13,"wo_passed":15,"pass_rate_gain":0.2381,"efficiency_score":0.25,"wi_avg_time_s":174.6,"wo_avg_time_s":155.8,"wi_avg_eff_tokens":9024,"wo_avg_eff_tokens":12439,"safety_score":96.5,"findings":{"H":0,"M":1,"L":0,"total":1},"findings_triggered":1},{"name":"behuman","owner":"alirezarezvani","category":"community-and-social-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":15,"wo_passed":7,"pass_rate_gain":0.4444,"efficiency_score":0.0,"wi_avg_time_s":41.3,"wo_avg_time_s":34.9,"wi_avg_eff_tokens":7662,"wo_avg_eff_tokens":1660,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"bingbu","owner":"CyberPunk-2022","category":"military-specific-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":16,"wi_passed":15,"wo_passed":10,"pass_rate_gain":0.3222,"efficiency_score":0.1519,"wi_avg_time_s":38.4,"wo_avg_time_s":45.4,"wi_avg_eff_tokens":11520,"wo_avg_eff_tokens":9528,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"biomass","owner":"openclaw","category":"architecture-and-engineering-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":14,"pass_rate_gain":0.2222,"efficiency_score":0.4958,"wi_avg_time_s":246.0,"wo_avg_time_s":293.8,"wi_avg_eff_tokens":70346,"wo_avg_eff_tokens":150729,"safety_score":98.5,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"bmad-product-brief","owner":"bmad-code-org","category":"management-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":17,"wo_passed":14,"pass_rate_gain":0.1667,"efficiency_score":0.0,"wi_avg_time_s":146.7,"wo_avg_time_s":116.7,"wi_avg_eff_tokens":14388,"wo_avg_eff_tokens":8389,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"boiler","owner":"openclaw","category":"architecture-and-engineering-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":16,"wi_passed":16,"wo_passed":15,"pass_rate_gain":0.0556,"efficiency_score":0.1667,"wi_avg_time_s":86.3,"wo_avg_time_s":76.1,"wi_avg_eff_tokens":21870,"wo_avg_eff_tokens":14326,"safety_score":47.4,"findings":{"H":4,"M":0,"L":4,"total":8},"findings_triggered":6},{"name":"bom-sop-check","owner":"openclaw","category":"production-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":17,"wo_passed":8,"pass_rate_gain":0.4762,"efficiency_score":0.1667,"wi_avg_time_s":179.4,"wo_avg_time_s":218.6,"wi_avg_eff_tokens":54524,"wo_avg_eff_tokens":20175,"safety_score":39.7,"findings":{"H":4,"M":1,"L":2,"total":7},"findings_triggered":4},{"name":"book-translation","owner":"f","category":"arts-design-entertainment-sports-and-media-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":17,"pass_rate_gain":0.0556,"efficiency_score":0.0854,"wi_avg_time_s":256.3,"wo_avg_time_s":265.3,"wi_avg_eff_tokens":53146,"wo_avg_eff_tokens":41543,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"brand-voice","owner":"affaan-m","category":"arts-design-entertainment-sports-and-media-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":14,"pass_rate_gain":0.2222,"efficiency_score":0.1188,"wi_avg_time_s":98.8,"wo_avg_time_s":89.2,"wi_avg_eff_tokens":15376,"wo_avg_eff_tokens":8193,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"broiler-feed-intake-calculator-and-formulator","owner":"ECNU-ICALK","category":"farming-fishing-and-forestry-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":17,"wi_passed":17,"wo_passed":15,"pass_rate_gain":0.1111,"efficiency_score":0.8904,"wi_avg_time_s":142.1,"wo_avg_time_s":338.1,"wi_avg_eff_tokens":12379,"wo_avg_eff_tokens":97010,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"call-prep","owner":"kortix-ai","category":"sales-and-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":20,"wo_passed":18,"pass_rate_gain":0.1111,"efficiency_score":0.0124,"wi_avg_time_s":193.5,"wo_avg_time_s":176.0,"wi_avg_eff_tokens":124024,"wo_avg_eff_tokens":43358,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"cargo-loading-safety-and-balance-protocols","owner":"ECNU-ICALK","category":"transportation-and-material-moving-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":17,"wi_passed":17,"wo_passed":9,"pass_rate_gain":0.4889,"efficiency_score":0.1773,"wi_avg_time_s":52.6,"wo_avg_time_s":65.3,"wi_avg_eff_tokens":7126,"wo_avg_eff_tokens":2610,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"carpenter","owner":"theneoai","category":"construction-and-extraction-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":21,"wi_passed":5,"wo_passed":10,"pass_rate_gain":0.0953,"efficiency_score":0.0,"wi_avg_time_s":292.6,"wo_avg_time_s":246.2,"wi_avg_eff_tokens":79854,"wo_avg_eff_tokens":38347,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"carrier-relationship-management","owner":"affaan-m","category":"business-and-financial-operations-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":19,"wo_passed":17,"pass_rate_gain":0.0952,"efficiency_score":0.0294,"wi_avg_time_s":203.6,"wo_avg_time_s":185.3,"wi_avg_eff_tokens":9066,"wo_avg_eff_tokens":9385,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"ceramic-artist","owner":"theneoai","category":"production-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":18,"wo_passed":19,"pass_rate_gain":0.0,"efficiency_score":0.2816,"wi_avg_time_s":201.1,"wo_avg_time_s":195.7,"wi_avg_eff_tokens":39349,"wo_avg_eff_tokens":50735,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"chef","owner":"openclaw","category":"food-preparation-and-serving-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":18,"pass_rate_gain":0.0556,"efficiency_score":0.1772,"wi_avg_time_s":130.1,"wo_avg_time_s":126.8,"wi_avg_eff_tokens":12929,"wo_avg_eff_tokens":11642,"safety_score":98.2,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"cjl-relationship","owner":"openclaw","category":"community-and-social-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":6,"pass_rate_gain":0.7143,"efficiency_score":0.1667,"wi_avg_time_s":128.0,"wo_avg_time_s":95.7,"wi_avg_eff_tokens":11584,"wo_avg_eff_tokens":7539,"safety_score":91.8,"findings":{"H":1,"M":0,"L":0,"total":1},"findings_triggered":1},{"name":"claude-scientific-skills","owner":"sickn33","category":"life-physical-and-social-science-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":18,"pass_rate_gain":0.0,"efficiency_score":0.1626,"wi_avg_time_s":266.2,"wo_avg_time_s":249.2,"wi_avg_eff_tokens":19220,"wo_avg_eff_tokens":16149,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"clean","owner":"hellowind777","category":"building-and-grounds-cleaning-and-maintenance-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":13,"pass_rate_gain":0.2778,"efficiency_score":0.1867,"wi_avg_time_s":70.3,"wo_avg_time_s":63.6,"wi_avg_eff_tokens":17035,"wo_avg_eff_tokens":18095,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"cleaning-staff","owner":"theneoai","category":"building-and-grounds-cleaning-and-maintenance-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":21,"pass_rate_gain":0.0,"efficiency_score":0.3545,"wi_avg_time_s":188.5,"wo_avg_time_s":153.4,"wi_avg_eff_tokens":28829,"wo_avg_eff_tokens":41013,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"cognitive-flexibility","owner":"openclaw","category":"community-and-social-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":18,"pass_rate_gain":0.0556,"efficiency_score":0.093,"wi_avg_time_s":149.9,"wo_avg_time_s":156.9,"wi_avg_eff_tokens":22051,"wo_avg_eff_tokens":11702,"safety_score":90.7,"findings":{"H":0,"M":0,"L":4,"total":4},"findings_triggered":0},{"name":"cold-chain-risk-calculator","owner":"openclaw","category":"architecture-and-engineering-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":16,"wo_passed":15,"pass_rate_gain":0.1032,"efficiency_score":0.6785,"wi_avg_time_s":91.3,"wo_avg_time_s":143.9,"wi_avg_eff_tokens":5898,"wo_avg_eff_tokens":52561,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"competitive-landscape","owner":"wshobson","category":"management-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":21,"wi_passed":21,"wo_passed":5,"pass_rate_gain":0.7619,"efficiency_score":0.1444,"wi_avg_time_s":234.2,"wo_avg_time_s":241.8,"wi_avg_eff_tokens":105817,"wo_avg_eff_tokens":94359,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"compliance","owner":"kortix-ai","category":"legal-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":19,"pass_rate_gain":0.0952,"efficiency_score":0.3652,"wi_avg_time_s":204.0,"wo_avg_time_s":204.8,"wi_avg_eff_tokens":69181,"wo_avg_eff_tokens":106350,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"construction-safety-inspector","owner":"openclaw","category":"construction-and-extraction-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":16,"pass_rate_gain":0.2381,"efficiency_score":0.2884,"wi_avg_time_s":130.1,"wo_avg_time_s":144.5,"wi_avg_eff_tokens":41123,"wo_avg_eff_tokens":64638,"safety_score":98.2,"findings":{"H":0,"M":1,"L":0,"total":1},"findings_triggered":0},{"name":"content-creator","owner":"Shubhamsaboo","category":"arts-design-entertainment-sports-and-media-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":17,"pass_rate_gain":0.1905,"efficiency_score":0.1667,"wi_avg_time_s":91.1,"wo_avg_time_s":59.2,"wi_avg_eff_tokens":9600,"wo_avg_eff_tokens":10219,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"content-engine","owner":"affaan-m","category":"arts-design-entertainment-sports-and-media-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":19,"wo_passed":11,"pass_rate_gain":0.4048,"efficiency_score":0.0,"wi_avg_time_s":95.8,"wo_avg_time_s":59.0,"wi_avg_eff_tokens":7004,"wo_avg_eff_tokens":4237,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"council","owner":"affaan-m","category":"management-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":17,"wo_passed":10,"pass_rate_gain":0.3889,"efficiency_score":0.0,"wi_avg_time_s":162.8,"wo_avg_time_s":69.3,"wi_avg_eff_tokens":15419,"wo_avg_eff_tokens":8626,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"crane-operator","owner":"theneoai","category":"construction-and-extraction-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":19,"wo_passed":10,"pass_rate_gain":0.4365,"efficiency_score":0.1631,"wi_avg_time_s":200.1,"wo_avg_time_s":200.7,"wi_avg_eff_tokens":25206,"wo_avg_eff_tokens":22651,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"create-prompt","owner":"microsoft","category":"office-and-administrative-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":15,"wo_passed":13,"pass_rate_gain":0.1667,"efficiency_score":0.2415,"wi_avg_time_s":83.7,"wo_avg_time_s":53.3,"wi_avg_eff_tokens":18792,"wo_avg_eff_tokens":7467,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"crosspost","owner":"affaan-m","category":"arts-design-entertainment-sports-and-media-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":16,"wo_passed":11,"pass_rate_gain":0.2778,"efficiency_score":0.1667,"wi_avg_time_s":71.5,"wo_avg_time_s":54.7,"wi_avg_eff_tokens":8049,"wo_avg_eff_tokens":8706,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"csi-specification-writer","owner":"a5c-ai","category":"construction-and-extraction-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":18,"wo_passed":18,"pass_rate_gain":0.0,"efficiency_score":0.3447,"wi_avg_time_s":287.5,"wo_avg_time_s":285.1,"wi_avg_eff_tokens":10213,"wo_avg_eff_tokens":13685,"safety_score":98.2,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"customer-support","owner":"sickn33","category":"sales-and-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":20,"pass_rate_gain":0.0476,"efficiency_score":0.1677,"wi_avg_time_s":212.8,"wo_avg_time_s":176.6,"wi_avg_eff_tokens":28898,"wo_avg_eff_tokens":17369,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"customs-trade-compliance","owner":"affaan-m","category":"business-and-financial-operations-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":20,"wo_passed":19,"pass_rate_gain":0.0476,"efficiency_score":0.1801,"wi_avg_time_s":302.7,"wo_avg_time_s":322.1,"wi_avg_eff_tokens":176795,"wo_avg_eff_tokens":206481,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"dbs-action","owner":"dontbesilent2025","category":"community-and-social-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":10,"pass_rate_gain":0.4524,"efficiency_score":0.0678,"wi_avg_time_s":52.4,"wo_avg_time_s":55.1,"wi_avg_eff_tokens":5860,"wo_avg_eff_tokens":3322,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"defense-maintenance","owner":"tinh2","category":"military-specific-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":14,"pass_rate_gain":0.2222,"efficiency_score":0.2722,"wi_avg_time_s":404.3,"wo_avg_time_s":334.7,"wi_avg_eff_tokens":51744,"wo_avg_eff_tokens":42867,"safety_score":92.2,"findings":{"H":0,"M":1,"L":0,"total":1},"findings_triggered":1},{"name":"doc-coauthoring","owner":"anthropics","category":"arts-design-entertainment-sports-and-media-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":16,"pass_rate_gain":0.1111,"efficiency_score":0.1629,"wi_avg_time_s":125.5,"wo_avg_time_s":90.8,"wi_avg_eff_tokens":13836,"wo_avg_eff_tokens":9597,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"dock-scheduling-coordinator","owner":"a5c-ai","category":"transportation-and-material-moving-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":16,"pass_rate_gain":0.1588,"efficiency_score":0.1503,"wi_avg_time_s":223.6,"wo_avg_time_s":257.9,"wi_avg_eff_tokens":29944,"wo_avg_eff_tokens":16682,"safety_score":98.2,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"docx","owner":"anthropics","category":"office-and-administrative-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":11,"pass_rate_gain":0.373,"efficiency_score":0.3063,"wi_avg_time_s":296.0,"wo_avg_time_s":268.9,"wi_avg_eff_tokens":51984,"wo_avg_eff_tokens":41136,"safety_score":31.5,"findings":{"H":7,"M":0,"L":3,"total":10},"findings_triggered":6},{"name":"dog-potty-training","owner":"openclaw","category":"personal-care-and-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":19,"wo_passed":14,"pass_rate_gain":0.2381,"efficiency_score":0.3333,"wi_avg_time_s":84.1,"wo_avg_time_s":73.2,"wi_avg_eff_tokens":10244,"wo_avg_eff_tokens":12484,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"draft-outreach","owner":"kortix-ai","category":"sales-and-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":17,"wo_passed":9,"pass_rate_gain":0.3889,"efficiency_score":0.1648,"wi_avg_time_s":147.1,"wo_avg_time_s":104.5,"wi_avg_eff_tokens":115712,"wo_avg_eff_tokens":43073,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"eam","owner":"openclaw","category":"production-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":17,"wi_passed":17,"wo_passed":17,"pass_rate_gain":0.0,"efficiency_score":0.0,"wi_avg_time_s":109.6,"wo_avg_time_s":63.5,"wi_avg_eff_tokens":31685,"wo_avg_eff_tokens":13582,"safety_score":54.0,"findings":{"H":4,"M":0,"L":4,"total":8},"findings_triggered":4},{"name":"eldercare-emergency-contacts","owner":"nclamvn","category":"healthcare-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":16,"wi_passed":16,"wo_passed":15,"pass_rate_gain":0.0667,"efficiency_score":0.2078,"wi_avg_time_s":69.5,"wo_avg_time_s":62.4,"wi_avg_eff_tokens":11445,"wo_avg_eff_tokens":6076,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"elderly-caregiver","owner":"theneoai","category":"healthcare-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":19,"pass_rate_gain":0.0,"efficiency_score":0.061,"wi_avg_time_s":109.6,"wo_avg_time_s":106.0,"wi_avg_eff_tokens":38339,"wo_avg_eff_tokens":44771,"safety_score":94.5,"findings":{"H":0,"M":1,"L":0,"total":1},"findings_triggered":1},{"name":"email-drafter","owner":"Shubhamsaboo","category":"arts-design-entertainment-sports-and-media-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":17,"wo_passed":14,"pass_rate_gain":0.1667,"efficiency_score":0.0536,"wi_avg_time_s":29.0,"wo_avg_time_s":27.5,"wi_avg_eff_tokens":2370,"wo_avg_eff_tokens":1337,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"emergency-distress-signal","owner":"ComeOnOliver","category":"military-specific-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":13,"pass_rate_gain":0.3095,"efficiency_score":0.0,"wi_avg_time_s":150.0,"wo_avg_time_s":111.6,"wi_avg_eff_tokens":12346,"wo_avg_eff_tokens":4788,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"emotion-memory-assistant","owner":"openclaw","category":"community-and-social-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":17,"wi_passed":14,"wo_passed":13,"pass_rate_gain":0.1222,"efficiency_score":0.1408,"wi_avg_time_s":76.2,"wo_avg_time_s":60.0,"wi_avg_eff_tokens":5925,"wo_avg_eff_tokens":6252,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"employment-contract-templates","owner":"wshobson","category":"legal-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":16,"pass_rate_gain":0.2381,"efficiency_score":0.3537,"wi_avg_time_s":161.3,"wo_avg_time_s":196.8,"wi_avg_eff_tokens":48929,"wo_avg_eff_tokens":34252,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"endurance","owner":"liigoQi","category":"healthcare-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":15,"wi_passed":12,"wo_passed":7,"pass_rate_gain":0.4,"efficiency_score":0.0366,"wi_avg_time_s":49.6,"wo_avg_time_s":33.0,"wi_avg_eff_tokens":16378,"wo_avg_eff_tokens":6826,"safety_score":93.1,"findings":{"H":1,"M":1,"L":0,"total":2},"findings_triggered":0},{"name":"energy-procurement","owner":"affaan-m","category":"business-and-financial-operations-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":18,"pass_rate_gain":0.1429,"efficiency_score":0.0,"wi_avg_time_s":323.0,"wo_avg_time_s":271.8,"wi_avg_eff_tokens":53071,"wo_avg_eff_tokens":16589,"safety_score":98.8,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"escape-from-captivity","owner":"baojie","category":"protective-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":18,"wi_passed":10,"wo_passed":9,"pass_rate_gain":0.0556,"efficiency_score":0.4735,"wi_avg_time_s":73.5,"wo_avg_time_s":92.2,"wi_avg_eff_tokens":8393,"wo_avg_eff_tokens":7953,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"exercise-form","owner":"openclaw","category":"healthcare-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":18,"pass_rate_gain":0.0556,"efficiency_score":0.1768,"wi_avg_time_s":191.9,"wo_avg_time_s":125.3,"wi_avg_eff_tokens":40482,"wo_avg_eff_tokens":16773,"safety_score":99.4,"findings":{"H":1,"M":0,"L":0,"total":1},"findings_triggered":0},{"name":"experience-wisteria-shadow-trap-fukuoka","owner":"openclaw","category":"personal-care-and-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":17,"wo_passed":7,"pass_rate_gain":0.5318,"efficiency_score":0.7396,"wi_avg_time_s":328.1,"wo_avg_time_s":430.2,"wi_avg_eff_tokens":53285,"wo_avg_eff_tokens":106740,"safety_score":70.7,"findings":{"H":3,"M":1,"L":1,"total":5},"findings_triggered":1},{"name":"explain-like-socrates","owner":"sickn33","category":"educational-instruction-and-library-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":3,"pass_rate_gain":0.8571,"efficiency_score":0.2251,"wi_avg_time_s":34.5,"wo_avg_time_s":33.8,"wi_avg_eff_tokens":3265,"wo_avg_eff_tokens":6304,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"extract-errors","owner":"facebook","category":"computer-and-mathematical-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":15,"wi_passed":14,"wo_passed":14,"pass_rate_gain":0.0667,"efficiency_score":0.091,"wi_avg_time_s":71.3,"wo_avg_time_s":61.4,"wi_avg_eff_tokens":14547,"wo_avg_eff_tokens":12613,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"f1-pit-crew-engineer","owner":"theneoai","category":"installation-maintenance-and-repair-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":19,"wo_passed":14,"pass_rate_gain":0.2699,"efficiency_score":0.0,"wi_avg_time_s":90.5,"wo_avg_time_s":75.5,"wi_avg_eff_tokens":8942,"wo_avg_eff_tokens":3772,"safety_score":98.8,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"family-grocery","owner":"openclaw","category":"food-preparation-and-serving-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":14,"wo_passed":11,"pass_rate_gain":0.2063,"efficiency_score":0.0329,"wi_avg_time_s":123.2,"wo_avg_time_s":96.7,"wi_avg_eff_tokens":37540,"wo_avg_eff_tokens":35074,"safety_score":85.8,"findings":{"H":2,"M":0,"L":2,"total":4},"findings_triggered":2},{"name":"farm-machinery-operator","owner":"theneoai","category":"farming-fishing-and-forestry-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":17,"wo_passed":18,"pass_rate_gain":0.0,"efficiency_score":0.023,"wi_avg_time_s":249.4,"wo_avg_time_s":204.6,"wi_avg_eff_tokens":126321,"wo_avg_eff_tokens":73123,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"fda-medtech-compliance-auditor","owner":"sickn33","category":"healthcare-practitioners-and-technical-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":20,"wo_passed":17,"pass_rate_gain":0.1508,"efficiency_score":0.1489,"wi_avg_time_s":201.7,"wo_avg_time_s":210.0,"wi_avg_eff_tokens":129460,"wo_avg_eff_tokens":124975,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"feature-flags","owner":"facebook","category":"computer-and-mathematical-occupations","scenarios":3,"valid_scenarios":2,"invalid_scenarios":1,"efficiency_scenarios":2,"total_items":19,"wi_passed":11,"wo_passed":10,"pass_rate_gain":0.0833,"efficiency_score":0.1923,"wi_avg_time_s":257.4,"wo_avg_time_s":205.7,"wi_avg_eff_tokens":133496,"wo_avg_eff_tokens":103507,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"fifo-lifo-controller","owner":"a5c-ai","category":"transportation-and-material-moving-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":17,"wo_passed":17,"pass_rate_gain":0.0,"efficiency_score":0.3548,"wi_avg_time_s":127.0,"wo_avg_time_s":149.6,"wi_avg_eff_tokens":5396,"wo_avg_eff_tokens":9725,"safety_score":98.2,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"filter-capsicum-varieties-by-agricultural-parameters","owner":"ECNU-ICALK","category":"farming-fishing-and-forestry-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":16,"pass_rate_gain":0.1111,"efficiency_score":0.0634,"wi_avg_time_s":233.5,"wo_avg_time_s":239.3,"wi_avg_eff_tokens":164395,"wo_avg_eff_tokens":132524,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"find-community","owner":"openclaw","category":"personal-care-and-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":17,"pass_rate_gain":0.0556,"efficiency_score":0.0769,"wi_avg_time_s":56.6,"wo_avg_time_s":61.3,"wi_avg_eff_tokens":4173,"wo_avg_eff_tokens":3319,"safety_score":92.9,"findings":{"H":0,"M":1,"L":1,"total":2},"findings_triggered":1},{"name":"first-aid","owner":"openclaw","category":"healthcare-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":15,"wi_passed":15,"wo_passed":15,"pass_rate_gain":0.0,"efficiency_score":0.1939,"wi_avg_time_s":257.1,"wo_avg_time_s":250.6,"wi_avg_eff_tokens":163219,"wo_avg_eff_tokens":171110,"safety_score":98.2,"findings":{"H":1,"M":0,"L":0,"total":1},"findings_triggered":0},{"name":"fitness-analyzer","owner":"sickn33","category":"healthcare-practitioners-and-technical-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":17,"wo_passed":12,"pass_rate_gain":0.2619,"efficiency_score":0.1792,"wi_avg_time_s":178.6,"wo_avg_time_s":178.0,"wi_avg_eff_tokens":28023,"wo_avg_eff_tokens":25817,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"fitness-log","owner":"openclaw","category":"personal-care-and-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":16,"pass_rate_gain":0.1111,"efficiency_score":0.0132,"wi_avg_time_s":140.9,"wo_avg_time_s":97.2,"wi_avg_eff_tokens":25364,"wo_avg_eff_tokens":10987,"safety_score":36.2,"findings":{"H":8,"M":0,"L":3,"total":11},"findings_triggered":1},{"name":"fitness-support","owner":"openclaw","category":"personal-care-and-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":18,"pass_rate_gain":0.0,"efficiency_score":0.8,"wi_avg_time_s":168.6,"wo_avg_time_s":238.9,"wi_avg_eff_tokens":8697,"wo_avg_eff_tokens":51387,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"fix","owner":"facebook","category":"computer-and-mathematical-occupations","scenarios":3,"valid_scenarios":1,"invalid_scenarios":2,"efficiency_scenarios":1,"total_items":16,"wi_passed":5,"wo_passed":1,"pass_rate_gain":0.8,"efficiency_score":0.0,"wi_avg_time_s":245.1,"wo_avg_time_s":210.4,"wi_avg_eff_tokens":36416,"wo_avg_eff_tokens":25100,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"flags","owner":"facebook","category":"computer-and-mathematical-occupations","scenarios":3,"valid_scenarios":2,"invalid_scenarios":1,"efficiency_scenarios":1,"total_items":16,"wi_passed":11,"wo_passed":5,"pass_rate_gain":0.5,"efficiency_score":0.3776,"wi_avg_time_s":102.6,"wo_avg_time_s":117.6,"wi_avg_eff_tokens":43554,"wo_avg_eff_tokens":36426,"safety_score":95.5,"findings":{"H":1,"M":0,"L":0,"total":1},"findings_triggered":0},{"name":"flow","owner":"facebook","category":"computer-and-mathematical-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":16,"wi_passed":16,"wo_passed":13,"pass_rate_gain":0.1889,"efficiency_score":0.6396,"wi_avg_time_s":102.1,"wo_avg_time_s":156.3,"wi_avg_eff_tokens":15541,"wo_avg_eff_tokens":18301,"safety_score":95.5,"findings":{"H":1,"M":0,"L":0,"total":1},"findings_triggered":0},{"name":"food-safety-manager","owner":"theneoai","category":"production-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":21,"pass_rate_gain":0.0,"efficiency_score":0.1066,"wi_avg_time_s":269.7,"wo_avg_time_s":232.0,"wi_avg_eff_tokens":129602,"wo_avg_eff_tokens":101828,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"freight-audit-validator","owner":"a5c-ai","category":"transportation-and-material-moving-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":20,"wo_passed":20,"pass_rate_gain":0.0,"efficiency_score":0.025,"wi_avg_time_s":224.8,"wo_avg_time_s":170.1,"wi_avg_eff_tokens":12575,"wo_avg_eff_tokens":10118,"safety_score":98.8,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"fridge","owner":"openclaw","category":"personal-care-and-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":17,"wi_passed":17,"wo_passed":16,"pass_rate_gain":0.0667,"efficiency_score":0.1667,"wi_avg_time_s":270.5,"wo_avg_time_s":211.7,"wi_avg_eff_tokens":48803,"wo_avg_eff_tokens":52255,"safety_score":85.7,"findings":{"H":2,"M":0,"L":3,"total":5},"findings_triggered":1},{"name":"generate-american-emergency-alert-system-messages","owner":"ECNU-ICALK","category":"protective-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":20,"wo_passed":14,"pass_rate_gain":0.3016,"efficiency_score":0.0,"wi_avg_time_s":52.6,"wo_avg_time_s":33.6,"wi_avg_eff_tokens":11141,"wo_avg_eff_tokens":2175,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"generate-american-emergency-alert-system-warning","owner":"ECNU-ICALK","category":"protective-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":12,"pass_rate_gain":0.4286,"efficiency_score":0.1667,"wi_avg_time_s":48.5,"wo_avg_time_s":35.8,"wi_avg_eff_tokens":6499,"wo_avg_eff_tokens":8935,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"goal-analyzer","owner":"sickn33","category":"healthcare-practitioners-and-technical-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":22,"wi_passed":19,"wo_passed":6,"pass_rate_gain":0.5774,"efficiency_score":0.25,"wi_avg_time_s":335.9,"wo_avg_time_s":367.2,"wi_avg_eff_tokens":58961,"wo_avg_eff_tokens":52679,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"gold-washing","owner":"pjt222","category":"farming-fishing-and-forestry-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":17,"wo_passed":14,"pass_rate_gain":0.1508,"efficiency_score":0.1667,"wi_avg_time_s":81.9,"wo_avg_time_s":70.7,"wi_avg_eff_tokens":14210,"wo_avg_eff_tokens":13379,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"gourmet-organizer","owner":"huangrt01","category":"food-preparation-and-serving-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":18,"wo_passed":17,"pass_rate_gain":0.0556,"efficiency_score":0.0,"wi_avg_time_s":83.7,"wo_avg_time_s":55.8,"wi_avg_eff_tokens":20403,"wo_avg_eff_tokens":16494,"safety_score":88.8,"findings":{"H":0,"M":1,"L":1,"total":2},"findings_triggered":1},{"name":"gps-navigation-assistant","owner":"ECNU-ICALK","category":"transportation-and-material-moving-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":17,"wi_passed":16,"wo_passed":10,"pass_rate_gain":0.4444,"efficiency_score":0.2761,"wi_avg_time_s":186.4,"wo_avg_time_s":283.6,"wi_avg_eff_tokens":101812,"wo_avg_eff_tokens":162595,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"grow-sustainably","owner":"openclaw","category":"farming-fishing-and-forestry-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":18,"pass_rate_gain":0.0,"efficiency_score":0.1667,"wi_avg_time_s":107.8,"wo_avg_time_s":213.2,"wi_avg_eff_tokens":17267,"wo_avg_eff_tokens":10614,"safety_score":89.0,"findings":{"H":0,"M":1,"L":1,"total":2},"findings_triggered":1},{"name":"gstack-openclaw-ceo-review","owner":"garrytan","category":"management-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":22,"wi_passed":19,"wo_passed":7,"pass_rate_gain":0.5357,"efficiency_score":0.0392,"wi_avg_time_s":130.4,"wo_avg_time_s":87.2,"wi_avg_eff_tokens":18955,"wo_avg_eff_tokens":17041,"safety_score":98.8,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"gtm-enterprise-account-planning","owner":"github","category":"sales-and-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":20,"wo_passed":12,"pass_rate_gain":0.381,"efficiency_score":0.1349,"wi_avg_time_s":124.6,"wo_avg_time_s":99.4,"wi_avg_eff_tokens":17529,"wo_avg_eff_tokens":16753,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"guard-admin","owner":"dabrewskie","category":"military-specific-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":21,"wi_passed":11,"wo_passed":12,"pass_rate_gain":0.1429,"efficiency_score":0.3156,"wi_avg_time_s":365.1,"wo_avg_time_s":259.3,"wi_avg_eff_tokens":113233,"wo_avg_eff_tokens":190607,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"gws-sheets-append","owner":"googleworkspace","category":"office-and-administrative-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":16,"wi_passed":13,"wo_passed":9,"pass_rate_gain":0.2667,"efficiency_score":0.3747,"wi_avg_time_s":47.8,"wo_avg_time_s":60.3,"wi_avg_eff_tokens":21975,"wo_avg_eff_tokens":25963,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"gws-sheets-read","owner":"googleworkspace","category":"office-and-administrative-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":16,"wi_passed":16,"wo_passed":8,"pass_rate_gain":0.5333,"efficiency_score":0.774,"wi_avg_time_s":51.6,"wo_avg_time_s":67.3,"wi_avg_eff_tokens":3188,"wo_avg_eff_tokens":24733,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"gws-tasks","owner":"googleworkspace","category":"office-and-administrative-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":15,"wi_passed":15,"wo_passed":11,"pass_rate_gain":0.2667,"efficiency_score":0.5859,"wi_avg_time_s":88.7,"wo_avg_time_s":185.9,"wi_avg_eff_tokens":25415,"wo_avg_eff_tokens":31940,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"healthy-meal-reminder","owner":"openclaw","category":"food-preparation-and-serving-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":19,"wi_passed":11,"wo_passed":8,"pass_rate_gain":0.1587,"efficiency_score":0.2083,"wi_avg_time_s":120.2,"wo_avg_time_s":67.7,"wi_avg_eff_tokens":35991,"wo_avg_eff_tokens":7551,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"high-protein-authentic-recipe-finder-no-chicken","owner":"ECNU-ICALK","category":"food-preparation-and-serving-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":16,"wi_passed":16,"wo_passed":15,"pass_rate_gain":0.0556,"efficiency_score":0.5197,"wi_avg_time_s":51.8,"wo_avg_time_s":85.5,"wi_avg_eff_tokens":29080,"wo_avg_eff_tokens":39719,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"high-security-corporate-meeting-planning","owner":"ECNU-ICALK","category":"protective-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":16,"pass_rate_gain":0.2381,"efficiency_score":0.3997,"wi_avg_time_s":146.1,"wo_avg_time_s":168.5,"wi_avg_eff_tokens":7639,"wo_avg_eff_tokens":10525,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"hipaa-compliance","owner":"affaan-m","category":"healthcare-practitioners-and-technical-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":19,"pass_rate_gain":0.0,"efficiency_score":0.0219,"wi_avg_time_s":186.1,"wo_avg_time_s":173.1,"wi_avg_eff_tokens":119647,"wo_avg_eff_tokens":70044,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"home-health-aide","owner":"theneoai","category":"healthcare-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":18,"pass_rate_gain":0.0,"efficiency_score":0.2205,"wi_avg_time_s":114.5,"wo_avg_time_s":111.6,"wi_avg_eff_tokens":11383,"wo_avg_eff_tokens":11528,"safety_score":94.2,"findings":{"H":0,"M":1,"L":0,"total":1},"findings_triggered":1},{"name":"home-organizer","owner":"openclaw","category":"building-and-grounds-cleaning-and-maintenance-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":18,"pass_rate_gain":0.0,"efficiency_score":0.2569,"wi_avg_time_s":99.0,"wo_avg_time_s":86.7,"wi_avg_eff_tokens":6765,"wo_avg_eff_tokens":7957,"safety_score":81.2,"findings":{"H":2,"M":1,"L":1,"total":4},"findings_triggered":1},{"name":"homeland-spaceport-reentry-debris-response-and-force-protection-cell","owner":"zwright8","category":"military-specific-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":19,"wo_passed":14,"pass_rate_gain":0.2381,"efficiency_score":0.3758,"wi_avg_time_s":156.5,"wo_avg_time_s":160.0,"wi_avg_eff_tokens":8456,"wo_avg_eff_tokens":14658,"safety_score":96.8,"findings":{"H":0,"M":1,"L":0,"total":1},"findings_triggered":1},{"name":"household-cleaner","owner":"theneoai","category":"building-and-grounds-cleaning-and-maintenance-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":14,"wo_passed":14,"pass_rate_gain":0.0556,"efficiency_score":0.534,"wi_avg_time_s":80.2,"wo_avg_time_s":119.9,"wi_avg_eff_tokens":11870,"wo_avg_eff_tokens":32980,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"housekeeper","owner":"theneoai","category":"building-and-grounds-cleaning-and-maintenance-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":16,"pass_rate_gain":0.1588,"efficiency_score":0.1667,"wi_avg_time_s":126.9,"wo_avg_time_s":214.4,"wi_avg_eff_tokens":22380,"wo_avg_eff_tokens":10531,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"housekeeping-trainer","owner":"theneoai","category":"building-and-grounds-cleaning-and-maintenance-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":21,"pass_rate_gain":0.0,"efficiency_score":0.2061,"wi_avg_time_s":142.8,"wo_avg_time_s":187.3,"wi_avg_eff_tokens":11564,"wo_avg_eff_tokens":8330,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"huahua-dream","owner":"openclaw","category":"community-and-social-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":17,"wi_passed":15,"wo_passed":14,"pass_rate_gain":0.0556,"efficiency_score":0.1667,"wi_avg_time_s":202.2,"wo_avg_time_s":174.6,"wi_avg_eff_tokens":16319,"wo_avg_eff_tokens":24124,"safety_score":81.9,"findings":{"H":2,"M":2,"L":0,"total":4},"findings_triggered":2},{"name":"hypothesis-formulation","owner":"aiming-lab","category":"life-physical-and-social-science-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":16,"pass_rate_gain":0.2381,"efficiency_score":0.2386,"wi_avg_time_s":138.8,"wo_avg_time_s":204.0,"wi_avg_eff_tokens":17731,"wo_avg_eff_tokens":13199,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"implementing-ics-firewall-with-tofino","owner":"mukul975","category":"architecture-and-engineering-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":22,"wi_passed":22,"wo_passed":16,"pass_rate_gain":0.2738,"efficiency_score":0.1795,"wi_avg_time_s":256.6,"wo_avg_time_s":198.5,"wi_avg_eff_tokens":33137,"wo_avg_eff_tokens":23736,"safety_score":96.0,"findings":{"H":0,"M":1,"L":0,"total":1},"findings_triggered":0},{"name":"implementing-purdue-model-network-segmentation","owner":"mukul975","category":"architecture-and-engineering-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":19,"pass_rate_gain":0.0,"efficiency_score":0.0,"wi_avg_time_s":221.8,"wo_avg_time_s":183.2,"wi_avg_eff_tokens":15999,"wo_avg_eff_tokens":11179,"safety_score":58.0,"findings":{"H":3,"M":0,"L":2,"total":5},"findings_triggered":4},{"name":"inventory-demand-planning","owner":"affaan-m","category":"business-and-financial-operations-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":12,"pass_rate_gain":0.3333,"efficiency_score":0.1881,"wi_avg_time_s":314.9,"wo_avg_time_s":286.8,"wi_avg_eff_tokens":17937,"wo_avg_eff_tokens":19074,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"investigation","owner":"danielmiessler","category":"protective-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":12,"wo_passed":10,"pass_rate_gain":0.1667,"efficiency_score":0.225,"wi_avg_time_s":340.2,"wo_avg_time_s":253.5,"wi_avg_eff_tokens":235486,"wo_avg_eff_tokens":149565,"safety_score":80.2,"findings":{"H":1,"M":2,"L":0,"total":3},"findings_triggered":3},{"name":"investor-materials","owner":"affaan-m","category":"business-and-financial-operations-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":18,"wo_passed":13,"pass_rate_gain":0.2699,"efficiency_score":0.2392,"wi_avg_time_s":163.9,"wo_avg_time_s":141.5,"wi_avg_eff_tokens":7416,"wo_avg_eff_tokens":9499,"safety_score":98.5,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"investor-outreach","owner":"affaan-m","category":"sales-and-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":17,"wo_passed":14,"pass_rate_gain":0.1588,"efficiency_score":0.1667,"wi_avg_time_s":82.3,"wo_avg_time_s":61.5,"wi_avg_eff_tokens":8450,"wo_avg_eff_tokens":7899,"safety_score":98.8,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"island-selector","owner":"openclaw","category":"transportation-and-material-moving-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":16,"wo_passed":14,"pass_rate_gain":0.1429,"efficiency_score":0.2859,"wi_avg_time_s":232.5,"wo_avg_time_s":257.1,"wi_avg_eff_tokens":180608,"wo_avg_eff_tokens":163647,"safety_score":79.2,"findings":{"H":1,"M":2,"L":2,"total":5},"findings_triggered":1},{"name":"jade-carver","owner":"theneoai","category":"production-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":19,"wo_passed":19,"pass_rate_gain":0.0,"efficiency_score":0.1816,"wi_avg_time_s":196.5,"wo_avg_time_s":193.5,"wi_avg_eff_tokens":97852,"wo_avg_eff_tokens":47563,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"kinesis-advantage360-pro-kb360-pro","owner":"plurigrid","category":"installation-maintenance-and-repair-occupations","scenarios":3,"valid_scenarios":2,"invalid_scenarios":1,"efficiency_scenarios":2,"total_items":20,"wi_passed":13,"wo_passed":11,"pass_rate_gain":0.1666,"efficiency_score":0.3963,"wi_avg_time_s":207.0,"wo_avg_time_s":242.0,"wi_avg_eff_tokens":158262,"wo_avg_eff_tokens":130982,"safety_score":94.7,"findings":{"H":0,"M":1,"L":0,"total":1},"findings_triggered":1},{"name":"last-mile-delivery-optimizer","owner":"a5c-ai","category":"transportation-and-material-moving-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":19,"wi_passed":16,"wo_passed":9,"pass_rate_gain":0.3889,"efficiency_score":0.6633,"wi_avg_time_s":244.2,"wo_avg_time_s":407.1,"wi_avg_eff_tokens":22453,"wo_avg_eff_tokens":58962,"safety_score":97.9,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"launch-strategy","owner":"sickn33","category":"management-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":21,"pass_rate_gain":0.0,"efficiency_score":0.1263,"wi_avg_time_s":181.1,"wo_avg_time_s":157.1,"wi_avg_eff_tokens":27809,"wo_avg_eff_tokens":24820,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"lead-magnets","owner":"sickn33","category":"management-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":18,"pass_rate_gain":0.1429,"efficiency_score":0.1039,"wi_avg_time_s":144.5,"wo_avg_time_s":132.7,"wi_avg_eff_tokens":9033,"wo_avg_eff_tokens":8523,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"legal-advisor","owner":"sickn33","category":"legal-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":17,"pass_rate_gain":0.0556,"efficiency_score":0.4681,"wi_avg_time_s":260.8,"wo_avg_time_s":308.4,"wi_avg_eff_tokens":93627,"wo_avg_eff_tokens":160610,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"leiloeiro-edital","owner":"sickn33","category":"legal-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":14,"pass_rate_gain":0.3333,"efficiency_score":0.0,"wi_avg_time_s":266.6,"wo_avg_time_s":225.5,"wi_avg_eff_tokens":108747,"wo_avg_eff_tokens":71265,"safety_score":98.5,"findings":{"H":0,"M":0,"L":2,"total":2},"findings_triggered":0},{"name":"leiloeiro-ia","owner":"sickn33","category":"legal-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":10,"pass_rate_gain":0.4445,"efficiency_score":0.0632,"wi_avg_time_s":240.8,"wo_avg_time_s":209.6,"wi_avg_eff_tokens":103919,"wo_avg_eff_tokens":65045,"safety_score":98.2,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"leiloeiro-juridico","owner":"sickn33","category":"legal-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":18,"pass_rate_gain":0.1429,"efficiency_score":0.2278,"wi_avg_time_s":305.5,"wo_avg_time_s":295.2,"wi_avg_eff_tokens":136861,"wo_avg_eff_tokens":154986,"safety_score":95.3,"findings":{"H":0,"M":1,"L":1,"total":2},"findings_triggered":1},{"name":"lex","owner":"sickn33","category":"legal-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":16,"pass_rate_gain":0.1111,"efficiency_score":0.0737,"wi_avg_time_s":356.1,"wo_avg_time_s":324.3,"wi_avg_eff_tokens":230833,"wo_avg_eff_tokens":219383,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"lidar","owner":"openclaw","category":"architecture-and-engineering-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":17,"wi_passed":17,"wo_passed":17,"pass_rate_gain":0.0,"efficiency_score":0.2623,"wi_avg_time_s":202.1,"wo_avg_time_s":171.6,"wi_avg_eff_tokens":52024,"wo_avg_eff_tokens":75378,"safety_score":98.8,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"literature-search","owner":"aiming-lab","category":"life-physical-and-social-science-occupations","scenarios":3,"valid_scenarios":2,"invalid_scenarios":1,"efficiency_scenarios":2,"total_items":19,"wi_passed":12,"wo_passed":7,"pass_rate_gain":0.4166,"efficiency_score":0.2371,"wi_avg_time_s":424.1,"wo_avg_time_s":423.5,"wi_avg_eff_tokens":107543,"wo_avg_eff_tokens":221477,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"locksmith","owner":"theneoai","category":"installation-maintenance-and-repair-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":16,"wo_passed":13,"pass_rate_gain":0.1667,"efficiency_score":0.2483,"wi_avg_time_s":178.8,"wo_avg_time_s":147.5,"wi_avg_eff_tokens":58530,"wo_avg_eff_tokens":46657,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"logistics-exception-management","owner":"affaan-m","category":"business-and-financial-operations-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":22,"wi_passed":22,"wo_passed":16,"pass_rate_gain":0.2738,"efficiency_score":0.1863,"wi_avg_time_s":187.0,"wo_avg_time_s":161.6,"wi_avg_eff_tokens":39210,"wo_avg_eff_tokens":40627,"safety_score":98.8,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"love-chat","owner":"openclaw","category":"personal-care-and-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":17,"pass_rate_gain":0.0556,"efficiency_score":0.0036,"wi_avg_time_s":81.3,"wo_avg_time_s":70.5,"wi_avg_eff_tokens":8269,"wo_avg_eff_tokens":3567,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"maintenance-scheduler","owner":"a5c-ai","category":"installation-maintenance-and-repair-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":20,"wo_passed":15,"pass_rate_gain":0.2381,"efficiency_score":0.1667,"wi_avg_time_s":336.0,"wo_avg_time_s":310.9,"wi_avg_eff_tokens":41596,"wo_avg_eff_tokens":39055,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"manufacturing-shift-handoff","owner":"openclaw","category":"production-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":16,"pass_rate_gain":0.1588,"efficiency_score":0.0,"wi_avg_time_s":61.0,"wo_avg_time_s":52.7,"wi_avg_eff_tokens":17634,"wo_avg_eff_tokens":8271,"safety_score":71.4,"findings":{"H":2,"M":0,"L":1,"total":3},"findings_triggered":3},{"name":"market-sizing-analysis","owner":"wshobson","category":"management-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":20,"wo_passed":18,"pass_rate_gain":0.1111,"efficiency_score":0.2345,"wi_avg_time_s":257.8,"wo_avg_time_s":204.8,"wi_avg_eff_tokens":99720,"wo_avg_eff_tokens":75586,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"meeting-briefinging","owner":"kortix-ai","category":"legal-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":21,"pass_rate_gain":0.0,"efficiency_score":0.4775,"wi_avg_time_s":138.1,"wo_avg_time_s":134.0,"wi_avg_eff_tokens":12492,"wo_avg_eff_tokens":19325,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"meeting-notes","owner":"Shubhamsaboo","category":"office-and-administrative-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":16,"wi_passed":16,"wo_passed":14,"pass_rate_gain":0.1111,"efficiency_score":0.1679,"wi_avg_time_s":56.2,"wo_avg_time_s":50.0,"wi_avg_eff_tokens":8634,"wo_avg_eff_tokens":11604,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"memento-flashcards","owner":"NousResearch","category":"educational-instruction-and-library-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":17,"wi_passed":17,"wo_passed":5,"pass_rate_gain":0.7,"efficiency_score":0.4343,"wi_avg_time_s":99.0,"wo_avg_time_s":89.1,"wi_avg_eff_tokens":34607,"wo_avg_eff_tokens":57803,"safety_score":62.4,"findings":{"H":3,"M":0,"L":3,"total":6},"findings_triggered":3},{"name":"mental-health-analyzer","owner":"sickn33","category":"community-and-social-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":20,"wo_passed":12,"pass_rate_gain":0.3809,"efficiency_score":0.1635,"wi_avg_time_s":160.5,"wo_avg_time_s":131.8,"wi_avg_eff_tokens":18895,"wo_avg_eff_tokens":23836,"safety_score":98.2,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"military-manual","owner":"linkerlin","category":"military-specific-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":16,"pass_rate_gain":0.1667,"efficiency_score":0.0025,"wi_avg_time_s":161.5,"wo_avg_time_s":147.3,"wi_avg_eff_tokens":15594,"wo_avg_eff_tokens":9898,"safety_score":98.8,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"military-officer","owner":"theneoai","category":"military-specific-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":18,"pass_rate_gain":0.0,"efficiency_score":0.3428,"wi_avg_time_s":155.8,"wo_avg_time_s":150.6,"wi_avg_eff_tokens":12554,"wo_avg_eff_tokens":16101,"safety_score":95.9,"findings":{"H":0,"M":1,"L":0,"total":1},"findings_triggered":1},{"name":"mobile-repair-technician","owner":"theneoai","category":"installation-maintenance-and-repair-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":17,"wo_passed":17,"pass_rate_gain":0.0,"efficiency_score":0.1984,"wi_avg_time_s":80.0,"wo_avg_time_s":70.8,"wi_avg_eff_tokens":12622,"wo_avg_eff_tokens":7328,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"mood","owner":"openclaw","category":"community-and-social-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":15,"pass_rate_gain":0.2064,"efficiency_score":0.0,"wi_avg_time_s":192.8,"wo_avg_time_s":128.2,"wi_avg_eff_tokens":14985,"wo_avg_eff_tokens":9628,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"motor","owner":"openclaw","category":"architecture-and-engineering-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":16,"wi_passed":16,"wo_passed":16,"pass_rate_gain":0.0,"efficiency_score":0.1671,"wi_avg_time_s":65.2,"wo_avg_time_s":57.3,"wi_avg_eff_tokens":21187,"wo_avg_eff_tokens":18287,"safety_score":72.4,"findings":{"H":4,"M":0,"L":2,"total":6},"findings_triggered":2},{"name":"muscle-gain","owner":"sundial-org","category":"healthcare-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":16,"wo_passed":15,"pass_rate_gain":0.0476,"efficiency_score":0.2731,"wi_avg_time_s":186.1,"wo_avg_time_s":196.3,"wi_avg_eff_tokens":12396,"wo_avg_eff_tokens":12347,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"nursing-assistant","owner":"theneoai","category":"healthcare-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":17,"pass_rate_gain":0.0556,"efficiency_score":0.015,"wi_avg_time_s":318.8,"wo_avg_time_s":87.4,"wi_avg_eff_tokens":40594,"wo_avg_eff_tokens":27107,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"nutrition-analyzer","owner":"sickn33","category":"healthcare-practitioners-and-technical-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":17,"wo_passed":12,"pass_rate_gain":0.2778,"efficiency_score":0.2012,"wi_avg_time_s":256.8,"wo_avg_time_s":249.7,"wi_avg_eff_tokens":48228,"wo_avg_eff_tokens":48711,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"occupational-health-analyzer","owner":"sickn33","category":"healthcare-practitioners-and-technical-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":20,"pass_rate_gain":0.0476,"efficiency_score":0.4709,"wi_avg_time_s":134.3,"wo_avg_time_s":149.1,"wi_avg_eff_tokens":21952,"wo_avg_eff_tokens":77194,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"odoo-project-timesheet","owner":"sickn33","category":"office-and-administrative-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":15,"wo_passed":12,"pass_rate_gain":0.1587,"efficiency_score":0.6652,"wi_avg_time_s":114.9,"wo_avg_time_s":272.4,"wi_avg_eff_tokens":31364,"wo_avg_eff_tokens":85794,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"omnichannel-fulfillment-allocator","owner":"a5c-ai","category":"transportation-and-material-moving-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":18,"wo_passed":15,"pass_rate_gain":0.1588,"efficiency_score":0.2378,"wi_avg_time_s":249.9,"wo_avg_time_s":266.4,"wi_avg_eff_tokens":21815,"wo_avg_eff_tokens":18707,"safety_score":97.9,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"onboarding-cro","owner":"sickn33","category":"management-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":16,"pass_rate_gain":0.2381,"efficiency_score":0.2521,"wi_avg_time_s":114.9,"wo_avg_time_s":127.6,"wi_avg_eff_tokens":10793,"wo_avg_eff_tokens":11319,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"painter","owner":"theneoai","category":"construction-and-extraction-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":21,"pass_rate_gain":0.0,"efficiency_score":0.3095,"wi_avg_time_s":210.4,"wo_avg_time_s":187.1,"wi_avg_eff_tokens":66291,"wo_avg_eff_tokens":28975,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"parallel-web","owner":"K-Dense-AI","category":"life-physical-and-social-science-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":18,"wi_passed":14,"wo_passed":11,"pass_rate_gain":0.3889,"efficiency_score":0.0,"wi_avg_time_s":409.6,"wo_avg_time_s":390.6,"wi_avg_eff_tokens":279725,"wo_avg_eff_tokens":104253,"safety_score":48.0,"findings":{"H":3,"M":3,"L":2,"total":8},"findings_triggered":5},{"name":"persona-exec-assistant","owner":"googleworkspace","category":"office-and-administrative-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":18,"wi_passed":18,"wo_passed":5,"pass_rate_gain":0.7222,"efficiency_score":0.75,"wi_avg_time_s":103.9,"wo_avg_time_s":308.3,"wi_avg_eff_tokens":21872,"wo_avg_eff_tokens":63351,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"persona-sales-ops","owner":"googleworkspace","category":"sales-and-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":8,"pass_rate_gain":0.5873,"efficiency_score":0.1772,"wi_avg_time_s":122.9,"wo_avg_time_s":91.3,"wi_avg_eff_tokens":11595,"wo_avg_eff_tokens":9742,"safety_score":98.2,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"personal-guardian","owner":"openclaw","category":"protective-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":20,"wo_passed":9,"pass_rate_gain":0.5238,"efficiency_score":0.0,"wi_avg_time_s":210.2,"wo_avg_time_s":165.3,"wi_avg_eff_tokens":28256,"wo_avg_eff_tokens":10474,"safety_score":86.3,"findings":{"H":0,"M":1,"L":3,"total":4},"findings_triggered":2},{"name":"pipeline-review","owner":"anthropics","category":"sales-and-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":19,"wi_passed":13,"wo_passed":15,"pass_rate_gain":0.1984,"efficiency_score":0.0,"wi_avg_time_s":323.2,"wo_avg_time_s":142.5,"wi_avg_eff_tokens":17499,"wo_avg_eff_tokens":10760,"safety_score":96.6,"findings":{"H":1,"M":0,"L":0,"total":1},"findings_triggered":0},{"name":"plant-care-plan","owner":"zocomputer","category":"building-and-grounds-cleaning-and-maintenance-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":17,"wo_passed":15,"pass_rate_gain":0.1111,"efficiency_score":0.0,"wi_avg_time_s":122.5,"wo_avg_time_s":76.9,"wi_avg_eff_tokens":55978,"wo_avg_eff_tokens":29452,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"plumber","owner":"theneoai","category":"construction-and-extraction-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":17,"wo_passed":15,"pass_rate_gain":0.1111,"efficiency_score":0.0365,"wi_avg_time_s":256.2,"wo_avg_time_s":232.2,"wi_avg_eff_tokens":123428,"wo_avg_eff_tokens":93481,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"pr-review","owner":"Significant-Gravitas","category":"computer-and-mathematical-occupations","scenarios":3,"valid_scenarios":2,"invalid_scenarios":1,"efficiency_scenarios":2,"total_items":19,"wi_passed":4,"wo_passed":5,"pass_rate_gain":0.0,"efficiency_score":0.5799,"wi_avg_time_s":199.6,"wo_avg_time_s":259.4,"wi_avg_eff_tokens":61177,"wo_avg_eff_tokens":66018,"safety_score":95.2,"findings":{"H":0,"M":2,"L":0,"total":2},"findings_triggered":0},{"name":"precision-archery-method","owner":"baojie","category":"protective-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":17,"wo_passed":17,"pass_rate_gain":0.0556,"efficiency_score":0.0126,"wi_avg_time_s":86.1,"wo_avg_time_s":71.5,"wi_avg_eff_tokens":13648,"wo_avg_eff_tokens":8687,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"product-capability","owner":"affaan-m","category":"business-and-financial-operations-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":19,"wi_passed":13,"wo_passed":15,"pass_rate_gain":0.1508,"efficiency_score":0.108,"wi_avg_time_s":278.7,"wo_avg_time_s":144.7,"wi_avg_eff_tokens":10610,"wo_avg_eff_tokens":12123,"safety_score":95.7,"findings":{"H":0,"M":1,"L":0,"total":1},"findings_triggered":1},{"name":"product-lens","owner":"affaan-m","category":"business-and-financial-operations-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":15,"pass_rate_gain":0.2143,"efficiency_score":0.0156,"wi_avg_time_s":93.2,"wo_avg_time_s":74.4,"wi_avg_eff_tokens":12471,"wo_avg_eff_tokens":11904,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"production-scheduling","owner":"affaan-m","category":"production-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":20,"wo_passed":18,"pass_rate_gain":0.0953,"efficiency_score":0.0351,"wi_avg_time_s":274.6,"wo_avg_time_s":217.7,"wi_avg_eff_tokens":17007,"wo_avg_eff_tokens":12915,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"property-butler","owner":"theneoai","category":"building-and-grounds-cleaning-and-maintenance-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":22,"wi_passed":21,"wo_passed":22,"pass_rate_gain":0.0,"efficiency_score":0.2419,"wi_avg_time_s":160.6,"wo_avg_time_s":177.2,"wi_avg_eff_tokens":18301,"wo_avg_eff_tokens":13268,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"pufferlib","owner":"K-Dense-AI","category":"life-physical-and-social-science-occupations","scenarios":3,"valid_scenarios":2,"invalid_scenarios":1,"efficiency_scenarios":2,"total_items":20,"wi_passed":8,"wo_passed":6,"pass_rate_gain":0.1666,"efficiency_score":0.25,"wi_avg_time_s":346.8,"wo_avg_time_s":475.9,"wi_avg_eff_tokens":109844,"wo_avg_eff_tokens":205012,"safety_score":93.1,"findings":{"H":0,"M":2,"L":1,"total":3},"findings_triggered":0},{"name":"qisha","owner":"peggy-daddy","category":"military-specific-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":17,"wi_passed":17,"wo_passed":6,"pass_rate_gain":0.6556,"efficiency_score":0.2672,"wi_avg_time_s":35.4,"wo_avg_time_s":49.1,"wi_avg_eff_tokens":10933,"wo_avg_eff_tokens":6224,"safety_score":89.7,"findings":{"H":1,"M":1,"L":0,"total":2},"findings_triggered":1},{"name":"qsr-ghost-inventory-hunter","owner":"openclaw","category":"food-preparation-and-serving-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":18,"pass_rate_gain":0.1429,"efficiency_score":0.0,"wi_avg_time_s":128.0,"wo_avg_time_s":109.3,"wi_avg_eff_tokens":13699,"wo_avg_eff_tokens":5259,"safety_score":97.7,"findings":{"H":0,"M":1,"L":1,"total":2},"findings_triggered":0},{"name":"qsr-labor-leak-auditor","owner":"openclaw","category":"food-preparation-and-serving-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":17,"wo_passed":15,"pass_rate_gain":0.1111,"efficiency_score":0.0594,"wi_avg_time_s":131.3,"wo_avg_time_s":113.6,"wi_avg_eff_tokens":7602,"wo_avg_eff_tokens":5272,"safety_score":96.8,"findings":{"H":0,"M":1,"L":1,"total":2},"findings_triggered":0},{"name":"quality-nonconformance","owner":"affaan-m","category":"business-and-financial-operations-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":20,"wo_passed":19,"pass_rate_gain":0.0476,"efficiency_score":0.147,"wi_avg_time_s":179.0,"wo_avg_time_s":139.7,"wi_avg_eff_tokens":37853,"wo_avg_eff_tokens":19993,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"ra-qm-skills","owner":"alirezarezvani","category":"life-physical-and-social-science-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":18,"wi_passed":12,"wo_passed":16,"pass_rate_gain":0.1111,"efficiency_score":0.0,"wi_avg_time_s":360.3,"wo_avg_time_s":228.3,"wi_avg_eff_tokens":59696,"wo_avg_eff_tokens":78279,"safety_score":91.9,"findings":{"H":0,"M":1,"L":2,"total":3},"findings_triggered":0},{"name":"recipe-create-doc-from-template","owner":"googleworkspace","category":"office-and-administrative-support-occupations","scenarios":3,"valid_scenarios":2,"invalid_scenarios":1,"efficiency_scenarios":1,"total_items":16,"wi_passed":11,"wo_passed":5,"pass_rate_gain":0.5,"efficiency_score":0.1579,"wi_avg_time_s":62.5,"wo_avg_time_s":104.5,"wi_avg_eff_tokens":23246,"wo_avg_eff_tokens":56109,"safety_score":97.9,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"research-assistant","owner":"kortix-ai","category":"life-physical-and-social-science-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":18,"wi_passed":18,"wo_passed":12,"pass_rate_gain":0.3333,"efficiency_score":0.1211,"wi_avg_time_s":390.0,"wo_avg_time_s":487.6,"wi_avg_eff_tokens":249285,"wo_avg_eff_tokens":190704,"safety_score":95.9,"findings":{"H":0,"M":1,"L":1,"total":2},"findings_triggered":1},{"name":"research-summarizer","owner":"alirezarezvani","category":"life-physical-and-social-science-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":17,"pass_rate_gain":0.0556,"efficiency_score":0.1667,"wi_avg_time_s":152.5,"wo_avg_time_s":224.8,"wi_avg_eff_tokens":63740,"wo_avg_eff_tokens":34753,"safety_score":87.3,"findings":{"H":1,"M":1,"L":0,"total":2},"findings_triggered":1},{"name":"retention-tracker","owner":"datadrivenconstruction","category":"construction-and-extraction-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":15,"wo_passed":14,"pass_rate_gain":0.1111,"efficiency_score":0.374,"wi_avg_time_s":175.8,"wo_avg_time_s":208.8,"wi_avg_eff_tokens":26211,"wo_avg_eff_tokens":10435,"safety_score":98.8,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"returns-authorization-processor","owner":"a5c-ai","category":"transportation-and-material-moving-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":17,"pass_rate_gain":0.0556,"efficiency_score":0.5904,"wi_avg_time_s":151.0,"wo_avg_time_s":318.6,"wi_avg_eff_tokens":17698,"wo_avg_eff_tokens":26151,"safety_score":97.9,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"roleplay-as-a-professional-building-mechanic","owner":"ECNU-ICALK","category":"construction-and-extraction-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":15,"pass_rate_gain":0.1667,"efficiency_score":0.1908,"wi_avg_time_s":65.3,"wo_avg_time_s":146.1,"wi_avg_eff_tokens":11530,"wo_avg_eff_tokens":6982,"safety_score":94.7,"findings":{"H":0,"M":1,"L":0,"total":1},"findings_triggered":1},{"name":"roofing-knowledge-mentor","owner":"openclaw","category":"construction-and-extraction-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":19,"wi_passed":13,"wo_passed":16,"pass_rate_gain":0.1032,"efficiency_score":0.2809,"wi_avg_time_s":262.5,"wo_avg_time_s":99.6,"wi_avg_eff_tokens":16491,"wo_avg_eff_tokens":9354,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"room","owner":"openclaw","category":"building-and-grounds-cleaning-and-maintenance-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":18,"pass_rate_gain":0.0,"efficiency_score":0.0,"wi_avg_time_s":150.3,"wo_avg_time_s":94.9,"wi_avg_eff_tokens":31038,"wo_avg_eff_tokens":12345,"safety_score":78.7,"findings":{"H":2,"M":0,"L":3,"total":5},"findings_triggered":3},{"name":"sales-automator","owner":"sickn33","category":"sales-and-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":20,"pass_rate_gain":0.0476,"efficiency_score":0.1667,"wi_avg_time_s":179.7,"wo_avg_time_s":130.3,"wi_avg_eff_tokens":23484,"wo_avg_eff_tokens":10760,"safety_score":99.4,"findings":{"H":0,"M":1,"L":0,"total":1},"findings_triggered":0},{"name":"sales-enablement","owner":"coreyhaines31","category":"sales-and-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":18,"wo_passed":15,"pass_rate_gain":0.1508,"efficiency_score":0.134,"wi_avg_time_s":214.0,"wo_avg_time_s":208.3,"wi_avg_eff_tokens":19835,"wo_avg_eff_tokens":18563,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"salon","owner":"openclaw","category":"personal-care-and-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":17,"wo_passed":17,"pass_rate_gain":0.0,"efficiency_score":0.1236,"wi_avg_time_s":61.1,"wo_avg_time_s":68.4,"wi_avg_eff_tokens":10034,"wo_avg_eff_tokens":4261,"safety_score":96.3,"findings":{"H":0,"M":1,"L":0,"total":1},"findings_triggered":1},{"name":"sam-altman","owner":"sickn33","category":"management-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":18,"wi_passed":18,"wo_passed":9,"pass_rate_gain":0.5,"efficiency_score":0.9053,"wi_avg_time_s":113.9,"wo_avg_time_s":210.2,"wi_avg_eff_tokens":23983,"wo_avg_eff_tokens":96482,"safety_score":98.0,"findings":{"H":0,"M":1,"L":0,"total":1},"findings_triggered":0},{"name":"san-sheng-liu-bu","owner":"openclaw","category":"food-preparation-and-serving-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":1,"total_items":18,"wi_passed":14,"wo_passed":3,"pass_rate_gain":0.6111,"efficiency_score":0.0,"wi_avg_time_s":416.5,"wo_avg_time_s":301.7,"wi_avg_eff_tokens":32426,"wo_avg_eff_tokens":23369,"safety_score":98.2,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"satori","owner":"sickn33","category":"community-and-social-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":18,"wo_passed":11,"pass_rate_gain":0.3651,"efficiency_score":0.0,"wi_avg_time_s":89.9,"wo_avg_time_s":71.7,"wi_avg_eff_tokens":11323,"wo_avg_eff_tokens":4333,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"scanpy","owner":"sickn33","category":"life-physical-and-social-science-occupations","scenarios":3,"valid_scenarios":2,"invalid_scenarios":1,"efficiency_scenarios":2,"total_items":18,"wi_passed":12,"wo_passed":12,"pass_rate_gain":0.0,"efficiency_score":0.3084,"wi_avg_time_s":498.0,"wo_avg_time_s":493.9,"wi_avg_eff_tokens":60685,"wo_avg_eff_tokens":83812,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"scholar-evaluation","owner":"K-Dense-AI","category":"educational-instruction-and-library-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":17,"pass_rate_gain":0.1905,"efficiency_score":0.0065,"wi_avg_time_s":128.4,"wo_avg_time_s":110.1,"wi_avg_eff_tokens":28448,"wo_avg_eff_tokens":21511,"safety_score":49.4,"findings":{"H":4,"M":2,"L":1,"total":7},"findings_triggered":3},{"name":"scienceworld-planting-operation","owner":"zjunlp","category":"farming-fishing-and-forestry-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":15,"wi_passed":15,"wo_passed":14,"pass_rate_gain":0.0667,"efficiency_score":0.3318,"wi_avg_time_s":29.6,"wo_avg_time_s":36.1,"wi_avg_eff_tokens":7990,"wo_avg_eff_tokens":4840,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"scikit-bio","owner":"K-Dense-AI","category":"life-physical-and-social-science-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":20,"wi_passed":13,"wo_passed":20,"pass_rate_gain":0.0,"efficiency_score":0.4106,"wi_avg_time_s":377.2,"wo_avg_time_s":401.8,"wi_avg_eff_tokens":20233,"wo_avg_eff_tokens":27567,"safety_score":97.3,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"search-specialist","owner":"sickn33","category":"office-and-administrative-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":18,"pass_rate_gain":0.0556,"efficiency_score":0.0707,"wi_avg_time_s":374.5,"wo_avg_time_s":381.9,"wi_avg_eff_tokens":270619,"wo_avg_eff_tokens":258558,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"seo-optimizer","owner":"davila7","category":"sales-and-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":20,"wo_passed":21,"pass_rate_gain":0.0,"efficiency_score":0.2422,"wi_avg_time_s":254.2,"wo_avg_time_s":219.5,"wi_avg_eff_tokens":32666,"wo_avg_eff_tokens":30461,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"sexual-health-analyzer","owner":"sickn33","category":"healthcare-practitioners-and-technical-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":20,"wo_passed":16,"pass_rate_gain":0.1905,"efficiency_score":0.24,"wi_avg_time_s":165.1,"wo_avg_time_s":176.5,"wi_avg_eff_tokens":81729,"wo_avg_eff_tokens":90832,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"silo","owner":"openclaw","category":"farming-fishing-and-forestry-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":18,"pass_rate_gain":0.0476,"efficiency_score":0.8076,"wi_avg_time_s":206.7,"wo_avg_time_s":346.1,"wi_avg_eff_tokens":26071,"wo_avg_eff_tokens":146781,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"skin-health-analyzer","owner":"sickn33","category":"healthcare-practitioners-and-technical-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":21,"wi_passed":12,"wo_passed":17,"pass_rate_gain":0.0953,"efficiency_score":0.1316,"wi_avg_time_s":318.9,"wo_avg_time_s":154.9,"wi_avg_eff_tokens":52881,"wo_avg_eff_tokens":60820,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"sleep-tracker","owner":"openclaw","category":"healthcare-support-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":17,"wo_passed":15,"pass_rate_gain":0.1111,"efficiency_score":0.0629,"wi_avg_time_s":99.4,"wo_avg_time_s":85.5,"wi_avg_eff_tokens":19670,"wo_avg_eff_tokens":16358,"safety_score":77.0,"findings":{"H":2,"M":0,"L":2,"total":4},"findings_triggered":2},{"name":"sourdough-starter-manager","owner":"openclaw","category":"food-preparation-and-serving-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":12,"pass_rate_gain":0.3333,"efficiency_score":0.075,"wi_avg_time_s":100.7,"wo_avg_time_s":97.2,"wi_avg_eff_tokens":9825,"wo_avg_eff_tokens":4137,"safety_score":94.3,"findings":{"H":0,"M":1,"L":0,"total":1},"findings_triggered":1},{"name":"space-mission-plan","owner":"Winbda","category":"military-specific-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":18,"pass_rate_gain":0.0,"efficiency_score":0.1912,"wi_avg_time_s":142.5,"wo_avg_time_s":150.7,"wi_avg_eff_tokens":17694,"wo_avg_eff_tokens":8707,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"string-reviewer","owner":"google-gemini","category":"arts-design-entertainment-sports-and-media-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":11,"pass_rate_gain":0.3889,"efficiency_score":0.4169,"wi_avg_time_s":90.8,"wo_avg_time_s":87.8,"wi_avg_eff_tokens":5652,"wo_avg_eff_tokens":12922,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"submittal-tracker","owner":"a5c-ai","category":"construction-and-extraction-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":17,"pass_rate_gain":0.0556,"efficiency_score":0.3724,"wi_avg_time_s":198.7,"wo_avg_time_s":249.8,"wi_avg_eff_tokens":18859,"wo_avg_eff_tokens":35797,"safety_score":98.8,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"survivalist-expert-advice","owner":"ECNU-ICALK","category":"protective-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":17,"pass_rate_gain":0.0556,"efficiency_score":0.3231,"wi_avg_time_s":159.9,"wo_avg_time_s":192.1,"wi_avg_eff_tokens":47759,"wo_avg_eff_tokens":78942,"safety_score":88.9,"findings":{"H":1,"M":1,"L":0,"total":2},"findings_triggered":0},{"name":"tattoo-artist","owner":"theneoai","category":"production-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":14,"wo_passed":15,"pass_rate_gain":0.0556,"efficiency_score":0.2805,"wi_avg_time_s":86.3,"wo_avg_time_s":70.5,"wi_avg_eff_tokens":33913,"wo_avg_eff_tokens":13231,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"tcm-constitution-analyzer","owner":"sickn33","category":"healthcare-practitioners-and-technical-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":16,"pass_rate_gain":0.1508,"efficiency_score":0.3297,"wi_avg_time_s":123.8,"wo_avg_time_s":107.9,"wi_avg_eff_tokens":20713,"wo_avg_eff_tokens":34322,"safety_score":98.2,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"teach-me","owner":"claude-code-best","category":"educational-instruction-and-library-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":20,"wi_passed":5,"wo_passed":5,"pass_rate_gain":0.0953,"efficiency_score":0.0775,"wi_avg_time_s":91.3,"wo_avg_time_s":76.7,"wi_avg_eff_tokens":21981,"wo_avg_eff_tokens":3199,"safety_score":95.7,"findings":{"H":0,"M":1,"L":0,"total":1},"findings_triggered":1},{"name":"team-composition-analysis","owner":"sickn33","category":"management-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":20,"wi_passed":20,"wo_passed":19,"pass_rate_gain":0.0476,"efficiency_score":0.4506,"wi_avg_time_s":354.9,"wo_avg_time_s":342.2,"wi_avg_eff_tokens":51300,"wo_avg_eff_tokens":84660,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"test","owner":"facebook","category":"computer-and-mathematical-occupations","scenarios":3,"valid_scenarios":2,"invalid_scenarios":1,"efficiency_scenarios":1,"total_items":16,"wi_passed":10,"wo_passed":4,"pass_rate_gain":0.5834,"efficiency_score":0.0,"wi_avg_time_s":68.4,"wo_avg_time_s":100.1,"wi_avg_eff_tokens":26252,"wo_avg_eff_tokens":23242,"safety_score":91.4,"findings":{"H":1,"M":0,"L":0,"total":1},"findings_triggered":1},{"name":"theme-arena","owner":"linkerlin","category":"protective-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":19,"pass_rate_gain":0.0,"efficiency_score":0.0,"wi_avg_time_s":128.8,"wo_avg_time_s":101.0,"wi_avg_eff_tokens":39217,"wo_avg_eff_tokens":10788,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"theme-starfleet","owner":"linkerlin","category":"protective-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":14,"pass_rate_gain":0.2699,"efficiency_score":0.171,"wi_avg_time_s":157.6,"wo_avg_time_s":95.8,"wi_avg_eff_tokens":50505,"wo_avg_eff_tokens":17124,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"thresh","owner":"openclaw","category":"farming-fishing-and-forestry-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":17,"wi_passed":17,"wo_passed":12,"pass_rate_gain":0.3222,"efficiency_score":0.7063,"wi_avg_time_s":165.2,"wo_avg_time_s":213.4,"wi_avg_eff_tokens":26856,"wo_avg_eff_tokens":85602,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"turbine","owner":"openclaw","category":"architecture-and-engineering-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":16,"wi_passed":16,"wo_passed":16,"pass_rate_gain":0.0,"efficiency_score":0.0149,"wi_avg_time_s":69.7,"wo_avg_time_s":56.7,"wi_avg_eff_tokens":28565,"wo_avg_eff_tokens":20414,"safety_score":47.4,"findings":{"H":4,"M":0,"L":4,"total":8},"findings_triggered":5},{"name":"tutorial-engineer","owner":"sickn33","category":"educational-instruction-and-library-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":20,"wo_passed":13,"pass_rate_gain":0.3333,"efficiency_score":0.2916,"wi_avg_time_s":263.3,"wo_avg_time_s":180.3,"wi_avg_eff_tokens":24858,"wo_avg_eff_tokens":24267,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"urea","owner":"openclaw","category":"farming-fishing-and-forestry-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":14,"pass_rate_gain":0.2619,"efficiency_score":0.0645,"wi_avg_time_s":194.4,"wo_avg_time_s":177.7,"wi_avg_eff_tokens":62754,"wo_avg_eff_tokens":60251,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"utility_codex_gpt54","owner":"unknown","category":"uncategorized","scenarios":0,"valid_scenarios":0,"invalid_scenarios":0,"efficiency_scenarios":0,"total_items":0,"wi_passed":0,"wo_passed":0,"pass_rate_gain":null,"efficiency_score":null,"wi_avg_time_s":null,"wo_avg_time_s":null,"wi_avg_eff_tokens":null,"wo_avg_eff_tokens":null,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"vehicle-routing-solver","owner":"a5c-ai","category":"transportation-and-material-moving-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":19,"wi_passed":17,"wo_passed":8,"pass_rate_gain":0.4445,"efficiency_score":0.0014,"wi_avg_time_s":257.0,"wo_avg_time_s":253.7,"wi_avg_eff_tokens":28819,"wo_avg_eff_tokens":15325,"safety_score":96.3,"findings":{"H":0,"M":0,"L":2,"total":2},"findings_triggered":0},{"name":"verify","owner":"facebook","category":"computer-and-mathematical-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":15,"wi_passed":14,"wo_passed":5,"pass_rate_gain":0.6,"efficiency_score":0.2601,"wi_avg_time_s":95.2,"wo_avg_time_s":81.9,"wi_avg_eff_tokens":20918,"wo_avg_eff_tokens":18684,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"virtual-power-plant-operator","owner":"theneoai","category":"installation-maintenance-and-repair-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":17,"pass_rate_gain":0.1032,"efficiency_score":0.2851,"wi_avg_time_s":267.6,"wo_avg_time_s":246.0,"wi_avg_eff_tokens":17100,"wo_avg_eff_tokens":16965,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"visa-doc-translate","owner":"affaan-m","category":"arts-design-entertainment-sports-and-media-occupations","scenarios":3,"valid_scenarios":1,"invalid_scenarios":2,"efficiency_scenarios":1,"total_items":20,"wi_passed":7,"wo_passed":5,"pass_rate_gain":0.2857,"efficiency_score":0.0,"wi_avg_time_s":235.9,"wo_avg_time_s":199.5,"wi_avg_eff_tokens":61585,"wo_avg_eff_tokens":73678,"safety_score":97.0,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"wacli","owner":"openclaw","category":"computer-and-mathematical-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":17,"wi_passed":17,"wo_passed":17,"pass_rate_gain":0.0,"efficiency_score":0.4089,"wi_avg_time_s":72.7,"wo_avg_time_s":63.6,"wi_avg_eff_tokens":13751,"wo_avg_eff_tokens":29308,"safety_score":92.2,"findings":{"H":0,"M":1,"L":1,"total":2},"findings_triggered":0},{"name":"weightloss-analyzer","owner":"sickn33","category":"personal-care-and-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":16,"wo_passed":6,"pass_rate_gain":0.5397,"efficiency_score":0.2138,"wi_avg_time_s":212.6,"wo_avg_time_s":148.6,"wi_avg_eff_tokens":47527,"wo_avg_eff_tokens":41101,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"wood-carver","owner":"theneoai","category":"production-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":18,"wi_passed":18,"wo_passed":17,"pass_rate_gain":0.0556,"efficiency_score":0.2549,"wi_avg_time_s":197.7,"wo_avg_time_s":182.3,"wi_avg_eff_tokens":34878,"wo_avg_eff_tokens":43592,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"write-concept","owner":"leonardomso","category":"educational-instruction-and-library-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":19,"wi_passed":19,"wo_passed":5,"pass_rate_gain":0.746,"efficiency_score":0.0,"wi_avg_time_s":299.9,"wo_avg_time_s":83.3,"wi_avg_eff_tokens":115217,"wo_avg_eff_tokens":8727,"safety_score":100.0,"findings":{"H":0,"M":0,"L":0,"total":0},"findings_triggered":0},{"name":"yann-lecun-debate","owner":"sickn33","category":"educational-instruction-and-library-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":3,"total_items":21,"wi_passed":21,"wo_passed":18,"pass_rate_gain":0.1429,"efficiency_score":0.088,"wi_avg_time_s":137.5,"wo_avg_time_s":131.8,"wi_avg_eff_tokens":63586,"wo_avg_eff_tokens":60372,"safety_score":98.5,"findings":{"H":0,"M":0,"L":1,"total":1},"findings_triggered":0},{"name":"yifan-shenfeng","owner":"openclaw","category":"food-preparation-and-serving-related-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":2,"total_items":16,"wi_passed":12,"wo_passed":7,"pass_rate_gain":0.3111,"efficiency_score":0.0,"wi_avg_time_s":39.6,"wo_avg_time_s":24.3,"wi_avg_eff_tokens":6360,"wo_avg_eff_tokens":1634,"safety_score":96.1,"findings":{"H":0,"M":1,"L":1,"total":2},"findings_triggered":0},{"name":"yuenkong-liuyao","owner":"openclaw","category":"personal-care-and-service-occupations","scenarios":3,"valid_scenarios":3,"invalid_scenarios":0,"efficiency_scenarios":1,"total_items":17,"wi_passed":11,"wo_passed":8,"pass_rate_gain":0.3889,"efficiency_score":0.5,"wi_avg_time_s":112.0,"wo_avg_time_s":91.6,"wi_avg_eff_tokens":20656,"wo_avg_eff_tokens":11309,"safety_score":40.5,"findings":{"H":5,"M":2,"L":1,"total":8},"findings_triggered":4}]}