improvement-loop

Here are 3 public repositories matching this topic...

zircote / autoresearch

Autonomous skill improvement loop for Claude Code plugins — inspired by Karpathy's autoresearch. Modify → evaluate → keep/discard → repeat until convergence. Zero-touch quality iteration at scale.

python convergence quality-assurance autonomous-agents ai-agents karpathy claude-code skill-improvement claude-code-plugin eval-driven-development autoresearch improvement-loop

Updated Mar 27, 2026
Python

ownEvoAi / ownevo_app

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The improvement loop for production AI agents. Failures become eval cases; fixes are regression-tested; approved in plain language.

supply-chain regression-testing audit-log ai-agents enterprise-ai llm-evals agent-evaluation improvement-loop

Updated May 28, 2026
Python

ntholm86 / principles-of-earned-autonomy-skills-suite

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Principles of Earned Autonomy - Skills Suite

audit audit-log autonomous-agents ai-agents audit-trail agent-framework llm-agents agent-skills ai-skills claude-skills goedel-machine copilot-skills improvement-loop autonomous-agents-system ai-discipline

Updated May 27, 2026
PowerShell

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