{"slug":"aris-auto-review-loop","source_name":"aris-auto-review-loop","name":"Aris Auto Review Loop","description":"Autonomous multi-round research review loop. Repeatedly reviews via Codex MCP, 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":1,"lift":{"pass_rate_delta_pts":40.91,"pass_rate_pct":45.5,"total_cases":22,"passed_cases":10,"tokens_delta_pct":223.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-27T14:14:06.976492+00:00"},"skill_score":0.4545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":40.91,"with_pass_pct":45.5,"without_pass_pct":4.5,"tokens_delta_pct":223.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":19,"verdict":"mixed","never_hurt":false,"completed_at":"2026-07-27T14:14:06.976492+00:00","run_id":"81e0a5c8-b077-4b71-a401-5f3a86936b58","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":null,"content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"a87af1bd92f70b896058f4293b50457c0f1d1860bf0e28472acd2f75e730b693","raw_url":"https://app.decimal.ai/s/aris-auto-review-loop/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aris-auto-review-loop"}