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SkillSKL-44F64F71

autoresearch

Autonomously optimize any Claude Code skill by running it repeatedly, scoring outputs against binary evals, 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-improve skill, benchmark skill, eval my skill, run evals on. Outputs: an improved SKILL.md, a results log, and a changelog of every mutation tried.

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This score reflects origin + ecosystem signals. It is not a code audit.

Skill Lineage Map

Spatial graph · creator origin → derivative skills

@olelehmann100kmrrCreatorautoresearchSkill31.0
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autoresearch | Clawdbase | Clawdbase.ai