{"slug":"majiayu000-auto-review-loop-llm","source_name":"majiayu000/auto-review-loop-llm","name":"Majiayu000/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":41.67,"pass_rate_pct":79.2,"total_cases":24,"passed_cases":19,"tokens_delta_pct":93.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-18T22:32:47.499532+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":41.67,"with_pass_pct":79.2,"without_pass_pct":37.5,"tokens_delta_pct":93.1,"turns_delta_pct":0,"total_cases":24,"cases_aggregated":21,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-18T22:32:47.499532+00:00","run_id":"25fc02c9-14d9-4c35-bd17-17f5cf40544a","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":"2e66587a94b1c668a33600b9f1abe931547ee3efa91e9f4dadf3fcd054eed61c","raw_url":"https://app.decimal.ai/s/majiayu000-auto-review-loop-llm/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/majiayu000-auto-review-loop-llm"}