{"slug":"matlab-matlab-diagnose-parfor","source_name":"matlab/matlab-diagnose-parfor","name":"Matlab/Matlab Diagnose Parfor","description":"Diagnose and fix parfor errors in MATLAB. Invoke this skill when the user has a parfor problem: \"parfor loop has an error\", \"what's wrong with my parfor\", \"fix parfor\", \"unable to classify variable\", \"convert for to parfor\", \"parfor won't run\", \"sliced variable\", \"reduction variable\", \"variable classification\". Also invoke when you read a .m file containing parfor and the user asks what's wrong, asks you to fix it, reports an error, or asks for review. Do NOT invoke for parfor performance questi","version":1,"lift":{"pass_rate_delta_pts":null,"pass_rate_pct":16,"total_cases":25,"passed_cases":4,"tokens_delta_pct":82.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-16T17:19:02.911595+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":false,"delta_pts":null,"with_pass_pct":null,"without_pass_pct":null,"tokens_delta_pct":82.3,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":5,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-16T17:19:02.911595+00:00","run_id":"1fa543fe-66c0-45f2-a236-2375b2a8e53a","version_number":1,"is_latest_version":true,"gate":"underpowered"}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"https://www.mathworks.com/content/dam/mathworks/license/pmrl/license.md","install_count":0,"manifest_hash":"ad2ab38b7c6afd34e810a10868fa082962dad3482b3ea5d4a69600fd82e66945","raw_url":"https://app.decimal.ai/s/matlab-matlab-diagnose-parfor/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/matlab-matlab-diagnose-parfor"}