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auto-improve

auto-improve

by crimeacs · GitHub

GAN-style self-improvement loop for any text artifact: mutate, grade with a SEPARATE model, keep only verified wins (pairwise-judged), revert the rest. The git history is the improvement log.

# ai-agents# developer-tools# evaluation# gan
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⭐ Stars
103
🍴 Forks
12
📜 License
MIT
Commercial use OK
📅 Created
2026
🔄 Last commit
today
🏷️ Category
ai-agents
💻 Language
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📈 Star history
104103
2026-07-202026-07-21
📄 About

GAN-style self-improvement loop for any text artifact: mutate, grade with a SEPARATE model, keep only verified wins (pairwise-judged), revert the rest. The git history is the improvement log.

Frequently asked questions

What is auto-improve?

GAN-style self-improvement loop for any text artifact: mutate, grade with a SEPARATE model, keep only verified wins (pairwise-judged), revert the rest. The git history is the improvement log.

Is auto-improve open source?

auto-improve is an open-source project. It is released under the MIT license.

Is auto-improve free?

Yes. auto-improve is free and open source — you can use, modify and self-host it.

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