GAN-style iterative improvement loop for any text artifact. Mutates a file, grades each change against a rubric with a SEPARATE model, keeps only verified wins (pairwise-judged), reverts the rest. The git history is the improvement log. Use when the user wants to autonomously improve the quality of a document, email, prompt, landing page, README, contract, or any text file.
How to install auto-improve?
crimeacs/auto-improve
$npx -y skills add crimeacs/auto-improve --skill auto-improveInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/crimeacs/auto-improve" --skill "crimeacs/auto-improve"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/crimeacs/auto-improve" that are relevant to the current task. Run `npx skills add "https://github.com/crimeacs/auto-improve"` and select the relevant skills, then follow their instructions.
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