{"slug":"huytieu-closed-loop","source_name":"huytieu/closed-loop","name":"Huytieu/Closed Loop","description":"V-model execute: CP-2 plan → CP-3 build → CP-3v component verify → CP-4 integration verify (full) → CP-5 acceptance. Worker never grades its own homework; evidence rows trace back to AC-n. Use via /execute.","version":2,"lift":{"pass_rate_delta_pts":45.45,"pass_rate_pct":72.7,"total_cases":22,"passed_cases":16,"tokens_delta_pct":10.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-14T07:27:10.725333+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":45.45,"with_pass_pct":72.7,"without_pass_pct":27.3,"tokens_delta_pct":10.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":16,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-14T07:27:10.725333+00:00","run_id":"dbe772a7-2961-400b-856c-2abb68568331","version_number":2,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"4f45cab7f56dbd981fd20453b27b5507344ec8fe7d60aeaf79acfdd3257e3775","raw_url":"https://app.decimal.ai/s/huytieu-closed-loop/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/huytieu-closed-loop"}