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提示词工程模式

让提示词从'看运气'变成可复现:模式库、引用系统、循环架构与人格设定。当提示词效果不稳、无法归因,或想沉淀自己的提示词方法论时调用。

backend/builtin/提示词工程模式/SKILL.md

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Nov 10, 2026
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# 提示词工程模式:系统提示词/闭环工作流

> 本包由 24 张方法论重铸卡汇编重铸(卡片明细与出处见各卡 frontmatter 的 source_card / source_book)。

## 何时调用

当把提示词当工程对象设计与迭代时调用(本包由 24 张方法论卡汇编而成,整理自《基于 ljg-structure (lijigang) 酿笑坊定制》、《ljg-constraint (lijigang/ljg-skills)》、《循环工程》、《系统提示词设计模式库》)。核心能力:提示词工程模式:系统提示词/闭环工作流。关键触发:“仓库里有很多代码但我看不懂”、“跑了 3 天还没完”、“我要做一个完整的 X 自动化系统”、“我想自动化 X,从哪里开始?”、“我想让 AI 每天自动做 X”、“我想让 AI 每天做 X,值得做 loop 吗?”。工位边界:本包负责创作方法论层;提示词语法与模型参数走影策官方市场技能,两者接力不抢戏。

## 本包交付什么

用户提出需求时,本包最终交付:

1. **提示词架构(模式/引用/循环)**
2. **可复现性说明(版本与输入)**
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