Autoresearch Skill

Autonomous experiment loop for iterative research. Inspired by karpathy/autoresearch: modify code, run experiment, measure metric, keep or discard, repeat.

Core Pattern

LOOP:
  1. Hypothesize — form an idea based on past results
  2. Modify — edit the target file(s)
  3. Commit — snapshot the change
  4. Run — execute the experiment (fixed budget)
  5. Measure — extract the key metric
  6. Decide — keep (metric improved) or revert (metric worse/equal)
  7. Log — record result in results.tsv
  GOTO 1

Setup