claude

autoresearch

Autonomous skill optimizer using Karpathy's autoresearch methodology. Includes PostToolUse hook for auto-screenshotting HTML outputs and Stop hook for dashboard verification.

1 on GitHubby Tony Davisv1.1.1MITupdated 7 months ago

Not in a marketplace yet, so it loads for one session with --plugin-dir.

Plugin autoresearch in lendtrain/autoresearch-for-skills. Commands read from the repo's manifest — 1 month ago.

This plugin runs code on your machine — its hooks fire automatically on events like tool use. The exact commands are listed below; read them before installing.

What it installs

Skills (1)

  • autoresearch

    Autonomously optimize any Claude Code skill by running it repeatedly, scoring outputs on a 0-100.00 scale, mutating the prompt, and keeping improvements. Based on Karpathy's autoresearch methodology. Use when: optimize this skill, improve this skill, run autoresearch on, make this skill better, self

Hooks (2)

  • PostToolUse

    bash ${CLAUDE_PLUGIN_ROOT}/hooks/auto-screenshot.sh

  • Stop

    bash ${CLAUDE_PLUGIN_ROOT}/hooks/verify-dashboard.sh

View source on GitHub

Maintain autoresearch?

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