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karpathy-guidelines

提供一组面向编码行为的轻量约束，帮助代理在动手前暴露假设、优先简单方案、保持改动外科化，并把任务改写成可验证目标。 当任务容易被误解、过度设计、顺手扩散改动，或需要先锁定成功标准时使用。

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# Karpathy Guidelines

基于 [`Colin4k1024/andrej-karpathy-skills`](https://github.com/Colin4k1024/andrej-karpathy-skills/tree/main) 的方法论做本地化吸收，用来降低代理在真实代码库里常见的三类失误：替用户做错假设、把实现做重、顺手改到不该碰的地方。

这不是新的编码规范、TDD 或验收框架，而是一层更前置的行为护栏：

- 需要代码风格、命名、通用工程规范时，接 [coding-standards](../coding-standards/SKILL.md)
- 需要测试先行与 RED/GREEN/REFACTOR 时，接 [tdd-workflow](../tdd-workflow/SKILL.md)
- 需要在收尾前给出构建、测试、校验证据时，接 [verification-loop](../verification-loop/SKILL.md)

## 用途

- 把“先理解再动手”变成默认动作，而不是出错后的补救。
- 把“能跑就行”的实现收敛成最小可交付方案，减少过度抽象和未来感设计。