{"slug":"orchestra-research-autoresearch","source_name":"orchestra-research/autoresearch","name":"Orchestra Research/Autoresearch","description":"Orchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations with clear optimization targets. The outer loop synthesizes results, identifies patterns, and steers research direction. Routes to domain-specific skills for execution, supports continuous agent operation via Claude Code /loop and OpenClaw heartbeat, and produces research presentations and papers. Use when starting a research project, running autonomous experimen","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":50,"total_cases":22,"passed_cases":11,"tokens_delta_pct":280.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-12T13:30:42.506470+00:00"},"skill_score":0.5,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":50,"without_pass_pct":27.3,"tokens_delta_pct":280.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":17,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-12T13:30:42.506470+00:00","run_id":"4ad2d42d-4a60-4f9d-b14f-7490b2cff076","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":"383873dde998aed21027876e0033e9c5436ecad2c86d0eff9bf1d10a6e1ba4b1","raw_url":"https://app.decimal.ai/s/orchestra-research-autoresearch/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/orchestra-research-autoresearch"}