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AI and AgentsAutomatically optimize researchPW
AuthorCommunity author
AI and Agents Skill

Automatically optimize research

Automatically optimize any OpenClaw skill: repeatedly run, score, mutate prompts, and retain improvement results, based on the Karpathy methodology.

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What this skill does

Automatically optimize any OpenClaw skill: repeatedly run, score, mutate prompts, and retain improvement results, based on the Karpathy methodology.

  • Clarifies goals, inputs, and success criteria
  • Preserves evidence and marks uncertain boundaries
  • Produces structured, editable results
Installationnpx clawhub@latest install karpathy-autoresearchView source