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andrej-karpathy-skills - Karpathy-inspired coding discipline for AI agents

Guides AI agents to practice simple, surgical, and verifiable software engineering through explicit planning and validation.

Tags

Updated: 2026-09-19

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Plan implementation before coding
  • Keep changes minimal and simple
  • Perform surgical code edits
  • Verify changes before completion
  • Review code for overengineering

Inputs

  • User implementation task
  • Existing codebase and files
  • Test suites and verification checks

Outputs

  • Implementation plan
  • Code review findings
  • Surgical code changes
  • Verification status

Requirements

    Source

    • Spec: SKILL.md

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    coding-discipline
    architecture
    backend
    refactoring
    code-review
    ai-workflow
    verification
    Plan implementation before coding
    Keep changes minimal and simple
    Perform surgical code edits
    Verify changes before completion
    User implementation task
    Existing codebase and files
    Test suites and verification checks
    Implementation plan
    Code review findings
    Surgical code changes