用有纪律的诊断循环来攻克棘手的缺陷和性能回退，而不是靠猜测。你会得到一个紧凑、快速且确定性的通过/失败信号，它会在你确切的问题症状上变红；随后是最小化复现、按优先级排列的可证伪假设、有针对性的插桩、附带回归测试的修复，以及一轮清理。任何展示的内容都会对机密信息进行脱敏；如果无法构建可靠的循环，你会被告知尝试过什么以及还需要什么。
试试
- 诊断这个缺陷：我们的结账端点只对部分用户抛出 500，我在本地无法复现。
- 调试这个性能回退——上次部署后仪表盘页面明显变慢了。
- 这个测试间歇性失败，大概每二十次运行失败一次。帮我构建一个能可靠复现它的循环，并找出原因。
详情
- Publisher
- mattpocock
- 来源
- mattpocock/skills
- GitHub stars
- 318.3k
- Runtime
- Runs in a cloud sandbox
- 最近更新
- 2026年10月7日
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