autoresearch.md
/autoresearch - Autonomous improvement loop: scan metrics, scaffold, run agent iterations
When to use this
- When you want Claude to autonomously scan codebase metrics, run experiments, and iterate without manual prompting
- When exploring whether a refactoring approach measurably improves a specific metric
- When you want continuous improvement loops on a defined problem over multiple iterations
How to use
-
Open the template on GitHub and copy its content:
commands/autoresearch.md -
Place the file inside
.claude/skills/in your project (or globally in~/.claude/to share across all projects). - Edit the Markdown content to match your project conventions, team constraints, and specific context.