master-skill SKILL.md skillA
master-skill from swaylq/master-skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add swaylq/master-skill/master-skill@git:20260505.fe337c5Pins git:20260505.fe337c5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- swaylq/master-skill
- Path
SKILL.md- Versions recorded
- 5
- Latest version
- git:20260505.fe337c5, committed May 5, 2026
- First version recorded
- May 1, 2026
- Size
- 33,715 bytes
- Repository stars
- 178
- License
- MIT
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」。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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）
**关键区分**：捕捉的是 HOW the field thinks，不是 WHAT happens to be in the news this week。
---
## 范围约束（重要）
- **粒度**：一个 master skill 覆盖**一个细分领域**（例：「LLM agent 基础设施」「跨境电商运营」「足踝外科」），不要试图覆盖整个泛行业（「软件」「医疗」会让 OS 稀薄到没用）
- **目标用户**：行业内 / 想入行 / 服务这行的人。不是给完全外行做扫盲
- **不替代实操工具**：master skill 是「思维顾问」，不是 RPA。不要在里面塞「自动操作 X 后台」之类
- **版权安全**：不存全本书 / 完整字幕 / 长段原文。只保留结构化摘要 + 来源元数据 + 极短引用
---
## 路径占位符 (iter 24 重要)
prompts 里两个不同的目录占位符:
| 占位符 | 含义 | 例子 |
|--------|------|------|
| `{master_skill_dir}` | master-skill 仓库 (本仓库) 的 `skill/` 目录, 工具脚本住在这里 | `~/master-skill/skill/` 或 `/Users/foo/master-skill/skill/` |
| `{skill_dir}` | 当前正在生成 / 更新 的**行业** skill 目录, 调研笔记 / SKILL.md / sub-skills 都写到这里 | `~/.claude/skills/llm-agent-infra-master/` |
…Read the whole file at its exact version.
How to install
mdr add swaylq/master-skill/master-skill@sha256:ab12cf0dc564627fThe line at the top of this page pins the label git:20260505.fe337c5, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_4vc73koqnq2filf6)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between May 1, 2026 and May 5, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260505.fe337c5 latest | 2026-05-05 | fe337c5 | 33,715 B | A | view · diff |
| git:20260502.76cf746 | 2026-05-02 | 76cf746 | 30,947 B | A | view · diff |
| git:20260502.0e030c6 | 2026-05-02 | 0e030c6 | 27,628 B | A | view · diff |
| git:20260501.7027699 | 2026-05-01 | 7027699 | 26,567 B | A | view · diff |
| git:20260501.8accc78 | 2026-05-01 | 8accc78 | 25,937 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (33715 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
swaylq/master-skill · 178 stars · license MIT · pushed 2026-09-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4vc73koqnq2filf6 GET https://markdownregistry.com/api/v1/resolve?ref=swaylq/master-skill/master-skill GET https://markdownregistry.com/api/v1/blob/ab12cf0dc564627febcfcf1c713cdcfc7d3b8d8d7762fb3c12053d520f86772c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.