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crimeacs/auto-improve — stars, momentum & trend analysis · TrendingRepo

crimeacs/auto-improvepublicPythongithub.com/crimeacs/auto-improve

auto-improve

Q: Who maintains auto-improve?

Maintained by crimeacs (the owner) on GitHub.

Q: How do I install auto-improve?

Clone the repo: git clone https://github.com/crimeacs/auto-improve.git — then follow the README in the cloned directory.

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 AGENTSLLM INFRADEVELOPER TOOLSEVALUATIONGANGEMINITRENDING #1197

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// OWNER · crimeacs · REPO SNAPSHOT

github.com/crimeacs

crimeacs

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.

crimeacs

STARS8+0 · 7d

FORKS0+0 · 7d

CONTRIBUTORS0maintainer graph thin

OPEN ISSUES · PRS0· 0

LICENSE—no license file

LANGUAGEPython

FOUNDED—

LOCATION—

MEMBERS—

PUBLIC REPOS—

TOTAL STARS—

FOCUS—

//STAR HISTORY · 12M

+0 all-time-window

Star history not yet available

We don't have a sampled star timeline for crimeacs/auto-improve yet. The chart populates once the daily snapshot pass collects its first data points for this repo.

//WHY IT'S TRENDING· narrative synthesis · medium confidence

crimeacs/auto-improve is sitting at #1197 on the trending leaderboard with a pulse of 18/100 with no cross-source channels firing yet — GitHub-stars-only signal so far.

It sits at 8 stars without a fresh weekly delta on record — the trending placement here is steady-state interest in the AI agent / LLM tooling stack rather than a 7-day breakout.

Watch-outs: no tagged release on record (treat as pre-stable).

↻ refreshed 22m ago· next sync in 43m· sourced from 0 channels · 0 mentions / 24h

// RELATED REPOS · CROSS-SOURCE OVERLAP

5 detected · 30d window

▌ FAQ · answers from the data spine

What is crimeacs/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.

Who maintains auto-improve?

Maintained by crimeacs (the owner) on GitHub.

What language is auto-improve written in?

Primarily Python.

When was auto-improve created? When was the last update?

Created June 1, 2026 · last commit June 1, 2026.

How do I install auto-improve?

Clone the repo:

git clone https://github.com/crimeacs/auto-improve.git

Then follow the README in the cloned directory.

Is auto-improve actively maintained?

yes — but slowing (commits within months)

//COMMENTS · 0

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Created2026-06-01

Updated10h ago

Last commit10h ago