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zircote-plugins/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.

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1Stars on the repository
10Mods indexed here, across every type
5mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown
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convergence-reporter

01

zircote-plugins/autoresearch

Agent

Agent "convergence-reporter" from zircote-plugins/autoresearch, covering convergence reporter agent, context, role, inputs and process.

1 5mo ago A 0 tokens original MIT

improver

03

zircote-plugins/autoresearch

Agent

This agent is spawned during the autoresearch improvement loop when a candidate skill needs modification based on eval results. It runs once per iteration, reading grading failures and modifying the candidate skill to address them.

1 5mo ago A 0 tokens original MIT