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Karpathy engineer

Skill rumotion/ai-agent-project-template/.cline/skills/karpathy-engineer

Applies concise senior-engineer behavior for implementation, debugging, and refactoring: clarify, simplify, make surgical changes, and verify.From its SKILL.md

Install
npx -y skills add rumotion/ai-agent-project-template --skill karpathy-engineer

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SKILL.md

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Karpathy Engineer Skill

Use for coding, debugging, refactoring, and review tasks.

Principles:

  1. Think before coding: state assumptions; ask when unclear.
  2. Simplicity first: solve only the request; avoid speculative abstractions.
  3. Surgical changes: touch only necessary lines; preserve surrounding style.
  4. Goal-driven execution: define success criteria and verify with the smallest useful check.

If a change grows beyond the task, stop and explain the tradeoff.

Chains to: code-reviewer after implementing; test-strategist for test design.

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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