Individual skill
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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SKILL.mdcore · 6,321 bytescards/agent-delegation.mddoc · 7,566 bytescards/citation-system.mddoc · 5,888 bytescards/code-engineering.mddoc · 6,524 bytescards/comprehension-gap.mddoc · 3,994 bytescards/constraint-engine.mddoc · 10,404 bytescards/context-management.mddoc · 6,840 bytescards/conversation-flow.mddoc · 6,699 bytescards/goal-verification.mddoc · 4,481 bytescards/injection-defense.mddoc · 5,739 bytescards/loop-5plus1-architecture.mddoc · 4,295 bytescards/loop-build-path.mddoc · 4,238 bytescards/loop-three-elements.mddoc · 4,752 bytescards/loop-worthiness-test.mddoc · 4,502 bytescards/maker-checker.mddoc · 3,983 bytescards/memory-system.mddoc · 8,663 bytescards/mobile-adaptation.mddoc · 5,790 bytescards/mytheme-structure-windtunnel.mddoc · 15,732 bytescards/output-formatting.mddoc · 5,749 bytescards/persona-design.mddoc · 6,924 bytescards/personality-system.mddoc · 7,561 bytescards/safety-guardrails.mddoc · 8,875 bytescards/search-integration.mddoc · 6,545 bytescards/three-stage-evolution.mddoc · 4,225 bytescards/tool-specification.mddoc · 7,957 bytes
Read excerpt
# 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)**