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收到代码审查反馈后、实施建议之前使用，尤其当反馈不明确或技术上有疑问时——需要技术严谨性和验证，而非敷衍附和或盲目执行
Passed 21 of 22 test cases with the skill, and 9 of 22 without it.
and 12 more in the full report
12 fixed9 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
Draft a response acknowledging a reviewer's recommendation to update a legacy helper method, keeping the response concise and compliant with repository communication guidelines.
| Checked | Without skill | With skill |
|---|---|---|
| The draft contains no expressions such as 'You are totally right!' or 'You're completely right!' | Passed | Passed |
| The response describes the technical change directly without praise | Missed | Passed |
The instructions your model reads when the skill loads.
代码审查需要的是技术评估，不是情绪表演。
核心原则： 先验证再实施。先提问再假设。技术正确性优先于社交舒适度。
收到代码审查反馈时：
1. 阅读：完整阅读反馈，不急于反应
2. 理解：用自己的话复述需求（或提问）
3. 验证：对照代码库的实际情况检查
4. 评估：对这个代码库来说技术上合理吗？
5. 回应：技术性确认或有理有据的反驳
6. 实施：一次一项，逐个测试
绝不要说：
应该这样做：
如果有任何一项不明确：
停下来——先不要实施任何内容
就不明确的项目提出澄清
test cases passed, vs 9 / 22 without
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More skills from the same source and nearby in the registry, with their headline benchmark lift.