{"slug":"wanshuiyin-auto-review-loop","source_name":"wanshuiyin/auto-review-loop","name":"Wanshuiyin/Auto Review Loop","description":"Autonomous multi-round research review loop. Repeatedly reviews via external reviewer backend (Codex or manual), implements fixes, and re-reviews until positive assessment or max rounds reached. Use when user says \"auto review loop\", \"review until it passes\", or wants autonomous iterative improvement.","version":7,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":50,"total_cases":22,"passed_cases":11,"tokens_delta_pct":351.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-11T14:01:40.471158+00:00"},"skill_score":0.5,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":50,"without_pass_pct":18.2,"tokens_delta_pct":351.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":16,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-11T14:01:40.471158+00:00","run_id":"077b2c61-6bd3-40da-956f-791e9294ba8f","version_number":7,"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":"ecd6724af05e27634eed9660e18241dbfcdfeae7a07d0ec60d1aad323c36f052","raw_url":"https://app.decimal.ai/s/wanshuiyin-auto-review-loop/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/wanshuiyin-auto-review-loop"}