| name | autoresearch |
|---|---|
| description | Autonomously optimize any Claude Code skill by discovering weaknesses, running experiments, and validating improvements. |
Autonomously optimize a Claude Code skill through self-discovery.
/autoresearch optimize <path-to-skill>
/autoresearch scan [--scope own|all|path]
- Analyze — Reads your skill, discovers weaknesses automatically
- Hypothesize — Generates a fix for the most severe weakness
- Experiment — Applies the fix, runs the skill multiple times
- Validate — Scores results, keeps improvements, rolls back regressions
- Re-analyze — Every 3 experiments, checks for new weaknesses
--evals <path>— Merge your eval criteria with auto-discovered ones--max-experiments <n>— Limit experiments (default: 30)--runs <n>— Runs per experiment (default: 5)--scope <own|all|path>— Scope for scan command (default: own)--auto— Auto-optimize lowest-scoring skill after scan