Karpathy 四条编码铁律（144K Star）

Andrej Karpathy 的编码准则：先思考再动手、修改精准、优先简洁、始终核对需求。

📋 SKILL.md 完整代码

---
name: karpathy-guidelines
description: >-
  Andrej Karpathy 的编码准则：先思考再动手、修改精准、优先简洁、始终核对需求。
  Use when working on karpathy guidelines tasks.
allowed-tools: Read,Write,Bash
---

# Karpathy 四条编码铁律（144K Star）

## Quick Start
1. Save as `~/.claude/skills/karpathy-guidelines/SKILL.md`
2. Restart Claude Code
3. Type `/karpathy-guidelines` or describe your task naturally
4. Claude auto-triggers when your task matches the description

## Instructions
- Understand the user's specific context and needs
- Apply domain best practices consistently
- Provide actionable, specific guidance with examples
- Verify all outputs before presenting to user

## Gotchas
- Test with a fresh Claude instance after changes
- Keep SKILL.md under 500 lines; use references/ for details
- Description is the trigger key — make it specific and keyword-rich

🚀 怎么用

1. 复制上面的 SKILL.md 代码
2. 保存为 ~/.claude/skills/karpathy-guidelines/SKILL.md
3. 重启 Claude Code
4. 输入 /karpathy-guidelines 或直接描述任务触发
5. AI 自动按 Skill 流程执行

四条铁律

1. 先思考再动手——不要一上来就写代码，先理解问题。2. 修改要精准——改最小的范围，不要顺手重构。3. 优先简洁——能5行解决的不写50行。4. 始终核对原始需求——写着写着就跑偏了，回头看看最初要解决什么问题。

SKILL.md

name: karpathy-guidelines description: Karpathy's 4 coding principles. Think first, precise edits, prefer simplicity, check requirements. Use for all coding tasks. # Karpathy Guidelines 1.Think before coding — understand the problem 2.Minimal diffs — change only what's needed 3.Simplicity over cleverness 4.Re-check original requirements after each change