提示词模板
Highest-Confidence Pre-Code Audit (Vibe-Coding Gate)
A short gate prompt to paste after planning and before an agent writes new code: it forces a highest-confidence, no-drift, no-overengineering audit. Shared by @kloss_xyz for Opus / GPT / Grok Build vibe-coding sessions.
专为 GPT Image 设计第 3 版
从示例开始
点一张示例图，整套设置立即套用，再改成你自己的。
改成你的
只展示值得改的部分，提示词会实时更新。
你的提示词
Is this the highest confidence solution for this session, with no clear gaps, no overengineering, incredibly surgical but still efficient with no drop in quality or performance, and the least likely to cause any negative impact? No drift or staleness in assumptions? Audited a few times over?
点击高亮部分即可直接修改。
适用场景
Use when you have a plan ready and want one last surgical audit before a coding agent starts editing files, especially on larger vibe-coding sessions.
怎样效果最好
- Paste it as its own turn after the plan, before the first edit.
- Re-run it after major mid-session plan changes; that is when drift usually sneaks in.
避坑提醒
- Agents may answer yes without checking; ask them to list the gaps they looked for if the reply is too short.
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来源与归属
- 示例案例作者
- klöss