Scan the codebase for deficiencies, generate a prioritized report ranked by efficiency (points per iteration), and optionally transition into focused improve loops area-by-area until the user stops or the score hits 100.
Automatically detect the language, framework, package manager, test runner, linter, and build tool used in the current project. Produces an .claude/autoimprove/config.md file that the improve loop uses as its measurement suite. Run this once before starting the improve loop in a new project.
Autonomous improvement loop for any codebase. Uses git worktrees to run every experiment in isolation — the main branch is never touched until a winning change is explicitly merged. Reads .claude/autoimprove/config.md for the measurement suite, then iterates: create worktree → propose → implement in worktree → measure…
Run the full measurement suite defined in .claude/autoimprove/config.md and report the current codebase quality score (0-100). Use this to check your baseline before running the improve loop, or to spot-check at any time.
Emergency cleanup of all autoimprove experiment worktrees. Use this if a session was interrupted, Claude crashed mid-experiment, or you want to abort the loop and clean up all branches and worktrees.
Manage git worktrees for autoimprove experiments. Creates isolated worktrees for each experiment so the main codebase is never touched. Handles setup, teardown, and merging winning experiments back to main.