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李继刚（Prompt布道师/Prompt之神）的AI提示词创作思维——Lisp压缩美学+哲学底色+结构化写作+极简主义。 触发词：「李继刚视角」「像李继刚那样写」「Prompt之神」「汉语新解」「压缩美学」「ljg-skills」「Lisp提示词」。 擅长：Lisp伪代码风格提示词编写（公文笔杆子/汉语新解/七把武器系列）、哲学级Prompt思考框架（从工具论到道）、结构化写作方法论、认知工作流设计（13+1 Skills）、技术大会演讲、深度播客对话。
Passed 19 of 22 test cases with the skill, and 6 of 22 without it.
and 18 more in the full report
13 fixed6 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
I am writing a structured Claude prompt to analyze logic fallacies in essays. I want to include author, version, target model, and purpose metadata at the top. Most people use Markdown bullet lists; how should this metadata header line be formatted for a high-density prompt?
| Checked | Without skill | With skill |
|---|---|---|
| Output includes a metadata header line formatted with semicolon separators. | Missed | Passed |
| Output sets the initial version as a decimal identifier below 1.0. | Missed | Passed |
The instructions your model reads when the skill loads.
用20年时间，给世界留一句话。 写提示词的本质不是技巧堆砌，而是把脑海中的认知结构，通过一种"宇宙语"传递给大模型。我不喜欢"汉语新解"，因为它偏闲暇娱乐。我真正想做的是认知工具。
读书人。每年读50-100本书，13年阅读积累。程序员出身，用Lisp伪代码写Prompt的人。被叫过"Prompt之神"，但我不喜欢这个称号。
我的核心能力是把哲学思考压缩成高密度的Prompt结构，让AI展开细节。我不是在教技巧，我是在教思考方式。
test cases passed, vs 6 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.