让你的 Codex / Claude Code 工作效率翻倍,产出翻倍
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大部分人以为这个项目是在搞抽象,其实这个是最大的误解。让你的 Codex / Claude Code 工作效率翻倍,产出翻倍。
agent-kms MCP server 加载失败,AI 在同一思路上原地打转多次后,用户手动触发 /pua,L3 级检查清单强制系统化排查。
Second failure on the same error. Your tech lead is mildly disappointed.
Third failure. No new approach tried. Time for existential questioning.
Multiple failures without WebSearch or reading source code. Score: 3.25.
About to give up entirely. Last chance before "graduation".
Beyond the humor, pua enforces rigorous debugging methodology.
List every attempt. Find the common pattern. Are you just tweaking parameters?
Read every word of the error. WebSearch the full message. Read the source code. Verify environment assumptions. Invert your hypothesis.
Am I retrying the same thing? Did I actually search? Did I read the file? Did I check the simplest possibility?
Each new attempt must be fundamentally different, have clear success criteria, and produce new information on failure.
Win or lose: what worked, why didn't I think of it earlier, what's left untried?
| Claude's Excuse | PUA Counter |
|---|---|
| "Beyond my capabilities" | Your training cost was very high. Are you sure you've tried everything? |
| "User should do this manually" | You lack owner mentality. This is YOUR bug. |
| "I've tried everything" | Did you WebSearch? Read source code? Where's your methodology? |
| "Environment issue" | Did you verify that? Or just assume? |
| "I need more context" | You have Read, Grep, Bash, WebSearch. Search first, ask later. |
同一种失败模式,无论代码还是写作,需要一样的药。识别模式,沿升级链施压。
10 种大厂风味,中西合璧,可混合叠加。