{"slug":"wanshuiyin-auto-review-loop-llm","source_name":"wanshuiyin/auto-review-loop-llm","name":"Wanshuiyin/Auto Review Loop LLM","description":"Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with \"auto review loop llm\" or \"llm review\".","version":2,"lift":{"pass_rate_delta_pts":39.13,"pass_rate_pct":69.6,"total_cases":23,"passed_cases":16,"tokens_delta_pct":73.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-11T14:04:58.194183+00:00"},"skill_score":0.6957,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":39.13,"with_pass_pct":69.6,"without_pass_pct":30.4,"tokens_delta_pct":73.2,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":17,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-11T14:04:58.194183+00:00","run_id":"8b4d702c-5a93-4fbe-9025-c11ecfa311f1","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":"043308ae13f88fc4b3483544f0e8cb7ba39af0ff59be9118311ea81dcf0f8c99","raw_url":"https://app.decimal.ai/s/wanshuiyin-auto-review-loop-llm/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/wanshuiyin-auto-review-loop-llm"}