autoresearch
bycreator-hian· 25 skills
Use when you want to autonomously improve a SKILL.md's quality by running iterative experiments. Triggers on "autoresearch 돌려줘", "스킬 품질 올려줘", "이 스킬을 자동으로 개선해줘", "run autoresearch on this skill", or any request to automatically improve a skill's eval pass rate through repeated experimentation. Applies Karpathy's autoresearch technique - fixed-budget iterative loop with single-metric hill-climbing and automatic keep/discard decisions.
How to install autoresearch?
creator-hian/claude-code-plugins/autoresearch
$npx -y skills add creator-hian/claude-code-plugins --skill autoresearchInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/creator-hian/claude-code-plugins" --skill "creator-hian/claude-code-plugins/autoresearch"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/creator-hian/claude-code-plugins" that are relevant to the current task. Run `npx skills add "https://github.com/creator-hian/claude-code-plugins"` and select the relevant skills, then follow their instructions.
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