Individual skill

master-skill

大师.skill — 输入「我做的细分行业」，自动完成行业大佬调研 / 工具地图 / 工作流 / 知识正典 / 信息源 / 术语标准六轨深度调研，提炼为可运行的「行业 Master OS」skill。生成的 {industry}.master skill 是自包含目录，所有 hermit agent / Claude Code agent / OpenClaw / Codex 都能安装，让 AI 立刻进入「这行的资深人」模式。触发词：「造大师」「做个 X 的 master skill」「我是 X 行业」「让 agent 变成 X 大师」「update 大师 X」「大师 X」「我做 X，帮我蒸一个」。

SKILL.md

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Source commit 3dd8a77bcf2d6c415a30e8d2093d3b09823ea136

What was checked

Matches the observed repository HEAD: Yes
Scanner rules are current: No
Repository scan complete: No
Skill scan complete: No
Observed behavior: Not checked yet
Last checked: Nov 6, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

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Repository context

Repository stars (not skill ratings): 178
Repository last updated: Sep 6, 2026
License: MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

agent Repository topic
ai-agent Repository topic
chinese-nlp Repository topic
claude-code Repository topic
claude-skill Repository topic
industry-knowledge Repository topic
knowledge-distillation Repository topic
llm Repository topic
master-skill Repository topic
prompt-engineering Repository topic
engineering Derived category

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files

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SKILL.mdcore · 33,715 bytes
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Read excerpt


# 大师 · 行业蒸馏术

> 「同事.skill 蒸馏一个人，女娲.skill 蒸馏一种思维方式，大师.skill 蒸馏一整个行业的 OS。」

## 核心理念

一个好的行业 master skill **不是行业百科**，是**可运行的行业认知操作系统**：

- 这行的人用什么**心智模型**看问题？（镜片）
- 这行的标准**playbook** 是什么？（决策启发式）
- 这行的人怎么**沟通**？（行业表达 DNA）
- 什么算**好工作**？（质量基准）
- 外行才会犯什么错？（反模式）
- 这行的工具栈和工作流今年怎么变的？（时效层）