{"slug":"majiayu000-auto-research","source_name":"majiayu000/auto-research","name":"Majiayu000/Auto Research","description":"Autonomous research loop that iteratively improves code through experiments. Runs experiments on local or remote GPUs, tracks results, keeps improvements, discards failures, and never stops. TRIGGER THIS SKILL when users want to autonomously research, optimize, or experiment on a problem — whether they say \"run experiments overnight\", \"optimize this model\", \"try different approaches and keep what works\", \"do research on this\", \"iterate on this until it gets better\", \"run an experiment loop\", or ","version":1,"lift":{"pass_rate_delta_pts":26.09,"pass_rate_pct":82.6,"total_cases":23,"passed_cases":19,"tokens_delta_pct":66.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-18T22:32:43.676215+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":26.09,"with_pass_pct":82.6,"without_pass_pct":56.5,"tokens_delta_pct":66.8,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-18T22:32:43.676215+00:00","run_id":"ba2dd78f-c284-4869-bc96-7c69ed1b74d7","version_number":1,"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":"bf124e7cc31dd28ad58de6a133a4d2a24b62e557c647d544aa6da0aa428584a4","raw_url":"https://app.decimal.ai/s/majiayu000-auto-research/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/majiayu000-auto-research"}