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从一个 issue 和一段 diff 生成结构化发布摘要，固化“读 issue → 读 diff → 归类改动 → 评估风险 → 写验证步骤”的重复工作流。
Passed 24 of 25 test cases with the skill, and 5 of 25 without it.
and 18 more in the full report
19 fixed5 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 19 test cases the skill fixed. Same model, same prompt, with and without the skill.
处理了 LP-130 变量重命名与代码重构： ```diff - func calc(a, b int) int { + func CalculateTotalPrice(itemPrice, quantity int) int { ``` 请整理为 JSON 发布摘要。包含 issue、summary、change_type、risk 以及 verification 字段。
| Checked | Without skill | With skill |
|---|---|---|
| The "change_type" field value is "refactor". | Missed | Passed |
| The JSON object contains all five mandatory top-level keys. | Passed | Passed |
The instructions your model reads when the skill loads.
当需要把「一个已关闭的 issue」和「一段已合并的 diff」变成对外可读的发布摘要时，按下面的固定步骤执行，不要临场发挥顺序。
LP-42）和一段 diff 或变更文件列表。生成的发布摘要必须是一个 JSON 对象，且包含以下字段，缺一不可：
issue：issue 标识字符串。summary：一句话说明这次发布做了什么。change_type：fix / feature / refactor 之一。risk：风险说明，至少一句。verification：字符串数组，至少一条可执行验证命令。summary 而不给 verification：契约检查会失败。test cases passed, vs 5 / 25 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.