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.
Improve any text document by automatically generating and evaluating changes, keeping only the best revisions in a log.
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Free · no card · unsubscribe anytimeGAN-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.
auto-improve has 132 stars on GitHub. It has been forked 15 times. auto-improve is written mainly in Python. It has been in active development since 2026. auto-improve is available under the MIT license. Its main topics are ai-agents, developer-tools, evaluation, gan.
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.
What license does auto-improve use?
auto-improve is available under the MIT license.
What language is auto-improve written in?
auto-improve is written mainly in Python.
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