{"slug":"jdrhyne-autoresearch-loop","source_name":"jdrhyne/autoresearch-loop","name":"Jdrhyne/Autoresearch Loop","description":"Domain-agnostic metric-driven improvement loop, generalizing Karpathy's autoresearch. Use when you want an agent to discover what to measure for a project/goal, then run a keep-or-revert experiment loop that proposes changes, measures them against an objective, keeps wins, discards regressions, and records implemented improvements. Adapts to code perf-auditing, codegen, bug-finding, ad optimization, or any artifact + measurable objective + trial. Trigger: 'autoresearch this', 'find and implement","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":32.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-24T15:24:16.342877+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":86.4,"without_pass_pct":36.4,"tokens_delta_pct":32.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-24T15:24:16.342877+00:00","run_id":"0f5c7812-8eaf-44b5-81ac-717ec0753cd2","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":"95c56197c6714ce921493f6523bf633c379cae870ae7238f31ccddce176d8367","raw_url":"https://app.decimal.ai/s/jdrhyne-autoresearch-loop/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/jdrhyne-autoresearch-loop"}