用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt;运行前请先检查来源。
npx skills add https://github.com/Kalabint/ChatGPT-Primer --skill verify-outcome命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地?可下载 SkillsMP 当前能够提供的文件。
正在显示 SKILL.md
| name | verify-outcome |
| description | Verify the user-facing outcome, and verify that your metric can even see the defect class you care about. |
A passing test or a point-wise statistic can be blind to the failure that matters. Point stats miss structure; presence gates miss absences.
Why: "the check passed" is worthless if the check cannot perceive the bug. You confirm the wrong thing and call it done.
How to apply: confirm the actual end-to-end result a user would experience. Separately, ask what defect class your metric is structurally unable to detect, then add a check that can see it.