Skill Build

Community

zhaohui-yang

skill-build

从 prompts/ 单一主源生成并校验本项目的 skill 产物。Use when working on 构建/重新生成 SKILL.md、agent 接口、dist 副本、assets/templates/ 模板或离线提示词，校验产物是否与 prompts/ 主源同步（--check / 防漂移），或维护 prompts/ → 产物的单一信息源构建范式。

Overview

Publisher	zhaohui-yang
Repository	`official-document-drafting`
Skill name	`skill-build`
Stars	148
Forks	19
Bundled files	Instructions only
Links	Skill source Repository

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by zhaohui-yang on GitHub. Read the source before you install it.

Installation

Install the Skill Build AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/zhaohui-yang/official-document-drafting/tree/main/skills/skill-build
Enable the skill in any chat where you want it available.

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/zhaohui-yang/official-document-drafting.git /tmp/official-document-drafting
mkdir -p .claude/skills
cp -r /tmp/official-document-drafting/skills/skill-build .claude/skills/skill-build

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Skill Build in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Skill Build on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Skill Build is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

skill 产物构建与同步守护

本项目的 SKILL.md、agent 接口、dist/ 副本、assets/templates/ 模板和离线提示词都不是手写，而是从 prompts/ 单一主源生成。本 skill 管「生成 + 校验同步」，防止改了主源忘了重新 build 导致产物漂移。

文件索引


src/adapters/skill/build.py      # 生成 SKILL.md / agent / dist 副本 / assets/templates/；--check 校验同步
src/adapters/offline/build.py    # 生成离线提示词（见 offline-prompt-packager skill）
src/adapters/shared.py           # 主源读取与渲染（再导出层，实现在同目录 paths/profiles/doc_types/rendering，含 render_skill_markdown / build_template_outputs 等）
src/scripts/build_all.py         # 一键重建：skill 产物 + default 离线产物
prompts/                     # 唯一主源：core/ 规则、doc-types/ 文种、font/layout-profiles、profiles

调用方式

bash
python3 src/adapters/skill/build.py            # 重新生成全部 skill 产物（含 54 个文件）
python3 src/adapters/skill/build.py --check    # 只校验产物是否与 prompts/ 主源同步（漂移则非零退出）
python3 src/scripts/build_all.py               # 一键重建 skill 产物 + 全部离线产物
python3 -m pytest -q                       # 含 test_build_sync 同步守卫与 references 一致性守卫

默认流程

改主源：任何规则、文种、字体/版式方案、profile 的修改都只改 prompts/（及 *.toml、spec.md），不直接手改 SKILL.md / dist/ / 模板。
重新生成：python3 src/adapters/skill/build.py（涉及离线用 src/scripts/build_all.py）。
校验同步：python3 src/adapters/skill/build.py --check 必须通过；CI（.github/workflows/ci.yml）会强制跑 --check + pytest。
跑测试：test_build_sync 断言「主源渲染 == 落盘」，test_reference_consistency 守 references 不与主源漂移。

单一信息源原则

产物（SKILL.md、dist/、assets/templates/、docs/references/ 里列出的数值）一律不手写、不复制；冲突时以 prompts/ 主源为准。
新增生成目标时把它加进 src/adapters/skill/build.py 的 build_targets，自动纳入 --check 与同步测试。
这套范式可复用到其它「prompts/ 主源 → 多宿主产物」的 skill 构建。

边界

本 skill 不改写公文内容规则本身——那是「公文写作」skill 的事；本 skill 只负责把主源可靠地生成成各宿主产物并守住同步。

Frequently asked questions

What does the Skill Build AI skill do?

Why use Skill Build on TypingMind?

Because you install it once and use it with any model. Skill Build is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Skill Build in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/zhaohui-yang/official-document-drafting/tree/main/skills/skill-build. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Skill Build?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Skill Build?

As many as you like. As long as a model supports skills, you can use Skill Build with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Skill Build AI skill free?

It is published on GitHub by zhaohui-yang. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

skill 产物构建与同步守护

文件索引

调用方式

默认流程

单一信息源原则

边界

Frequently asked questions

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