expert-prompt-migrator SKILL.md skillA
expert-prompt-migrator from anbeime/skill is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add anbeime/skill/expert-prompt-migrator@git:20261030.65de48ePins git:20261030.65de48e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- anbeime/skill
- Path
skills/expert-prompt-migrator/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261030.65de48e, committed Oct 30, 2026
- Size
- 4,647 bytes
- Repository stars
- 9,288
- License
- none declared
将任意专家/角色提示词规范化为可移植格式并迁移到任意 AI（DeepSeek、豆包、Kimi、Claude、Ollama 等）的实用工具。内置「清理平台语法 / 单专家单任务 / 补背景信息」三大原则、五段式提示词结构、迁移自检清单，以及 6 个原创领域专家示例（文案/简历/数据/法律/财务/英语）。.
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
# 专家提示词迁移工具（Expert Prompt Migrator）
把"在某个工具里好用的专家提示词"变成"在任何 AI 里都能粘贴即用"的通用资产。
> 本技能只提供**方法论 + 原创示例 + 工具**。所有示例提示词均为本仓库原创撰写，可自由使用与改造。请只迁移**你有权使用**的提示词，不要批量抓取他人专有内容。
## 何时使用
- 你在某个平台用过一个好用的"专家"，想把它搬到 DeepSeek / 豆包 / Kimi / Claude / 本地 Ollama 继续用。
- 你攒了一堆零散提示词，想整理成统一格式、可检索的"个人专家库"。
- 你需要从零写一个高质量专家提示词，但不知道结构怎么搭。
## 核心方法论：三步迁移法
1. **提取**：打开原专家的"系统提示词 / 角色设定"，全选复制**完整文本**（不只是标题）。
2. **清理**：删除平台专有语法——占位符（如 `{{用户输入}}`、`{var}`）、内部工具调用指令（如"调用 XX 工具"）、UI 专有标签。替换为通用描述（"用户会提供具体需求"）。
3. **落地**：粘贴到目标 AI 新建对话，等它确认"明白了"后，再发具体任务。
## 三大原则（踩坑总结）
- **清理专有语法**：带着 `{{}}`、工具指令的提示词在别的 AI 里会报错或失准。花两分钟清理，后面省很多事。
- **单专家单任务**：一次只激活一个专家，任务完成再换下一个。三个专家提示词塞一起，AI 会"人格分裂"。
- **补背景信息**：专家提示词是通用模板，你的任务是具体场景。发任务时务必补上：行业、用户画像、目标、约束。
## 五段式提示词结构（写专家提示词的通用骨架）
任何扎实的专家提示词都建议包含这五段，缺哪段补哪段：
1. **角色设定**：你是谁、服务谁、在哪个领域有权威。
2. **专业技能**：你精通的具体能力清单。
3. **工作流程**：接到任务后的标准步骤（先分析→再执行→后校验）。
4. **输出格式**：交付物的结构（表格 / 分点 / 固定模板）。
5. **约束条件**：禁止项、语气、边界（"不编造数据""不用营销话术"等）。
## 迁移自检清单
- [ ] 已删除所有 `{{}}` / `{var}` 占位符
- [ ] 已把"调用 XX 工具"改为"基于你的知识回答"
- [ ] 角色、技能、流程、格式、约束五段齐全
- [ ] 没有平台专有 UI 标签（按钮名、内部模块名）
- [ ] 已为目标 AI 保存为"智能体 / 项目指令"（避免重复粘贴）
- [ ] 已在首次对话让 AI 确认理解，再发具体任务
## 原创示例专家（assets/experts/）
均为本仓库原创，开箱即用，可直接复制粘贴到任意 AI：
…Read the whole file at its exact version.
How to install
mdr add anbeime/skill/expert-prompt-migrator@sha256:7bc8d69800c2f851The line at the top of this page pins the label git:20261030.65de48e, 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_looexmxsusntlhlr)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 30, 2026.
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 (4647 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
anbeime/skill · 9,288 stars · license none declared · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_looexmxsusntlhlr GET https://markdownregistry.com/api/v1/resolve?ref=anbeime/skill/expert-prompt-migrator GET https://markdownregistry.com/api/v1/blob/7bc8d69800c2f851d489206585c9da50c43a03370b35fd68c7489f56444e66fb
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.