auto-improve

auto-improve contains 1 collected skills from crimeacs, with repository-level occupation coverage and site-owned skill detail pages.

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103

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2026-07-20

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Software Developers

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auto-improve

software-developers

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.

2026-07-20