autostar

Run `npx skills add chrisvoncsefalvay/autostar --all -g -y` in your terminal to install the skill globally, then invoke it with /skill autostar in Claude Code.

It turns any measurable goal into a structured optimisation loop: it mutates your artifact, scores each attempt across multiple quality tracks, keeps improvements, and reverts failures until your budget runs out or the goal is met.

Anything you can measure, including code quality, documentation, prompts, writing style, API design, and accessibility, using verifiers like pytest, pyright, eslint, lighthouse, or rubric-based judges.

Yes. It ships runtime adapters for Claude Code, Codex, Gemini CLI, and Pi with full support, plus a reduced-support package for Claude.ai custom Skills.

No. You describe what good looks like in plain language, approve the plan and budget, and the loop handles experiments, scoring, and learning automatically.