autoresearch

Autonomous codebase improvement loop inspired by Karpathy's autoresearch. Iteratively improves code quality, test coverage, performance, and architecture using multi-metric evaluation with diminishing returns detection. USE WHEN user wants to iteratively improve a codebase, run autonomous code improvement, or apply the autoresearch pattern.

Autonomous codebase improvement loop inspired by Karpathy's autoresearch. USE WHEN user wants to iteratively improve a codebase, run autonomous code improvement, or apply the autoresearch pattern. Individual commands use /autoresearch directly.