Skill Writer

OrganizationPopular

TencentBlueKing

skill-writer

编写、压缩或重构 BK-CI skill 时使用，例如收紧 `description`、统一主文件骨架、下沉重内容到 `reference/`，并固化渐进式披露规则。当用户要新增或规范化 skill 时优先使用。

Overview

Publisher	TencentBlueKing
Repository	`bk-ci`
Skill name	`skill-writer`
Stars	2.5K
Forks	524
Bundled files	Instructions only
Links	Skill source Repository Homepage

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 TencentBlueKing on GitHub. Read the source before you install it.

Installation

Install the Skill Writer 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.
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/TencentBlueKing/bk-ci.git /tmp/bk-ci
mkdir -p .claude/skills
cp -r /tmp/bk-ci/ai/skills/skill-writer .claude/skills/skill-writer

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

Use it in TypingMind

Enable Skill Writer 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 Writer 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 Writer 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 Writer

适用场景

新建项目级或个人级 skill
压缩过长的 SKILL.md
将百科式文档拆成 SKILL.md + reference/
重写 description，提升 skill 路由命中率
统一一批 skill 的结构、命名和风格

不适用场景

只是补一两行普通说明，不涉及 skill 结构调整
只是新增业务知识，但不需要形成可复用 skill
用户要修改的是 rule、hook、普通文档，而不是 skill

快速指导

先确定 skill 的单一职责。一个 skill 只解决一类问题，不要把总览、教程、百科和脚本说明混在一起。
把 description 当成路由触发器，而不是功能简介。优先写“用户在什么场景下会需要它”。
主 SKILL.md 只保留高信号内容：
- 适用场景
- 不适用场景
- 快速指导
- 高信号规则
- 关键陷阱
- 延伸阅读入口
默认假设模型已经知道通用常识。只保留项目特有约定、容易出错的边界、历史坑点和明确偏好。
主 SKILL.md 的目标不是“尽量短”，而是“短到只剩路由和行动指导”。在当前仓库里，主文件通常应收紧到约 40-80 行。
重内容放到 reference/：
- 大段背景知识
- 长表格
- 代码目录
- 完整案例
- FAQ
- payload 示例
- 状态枚举
- 确认模板
只有在流程高度确定、稳定且容易出错时，才把逻辑下沉到 scripts/ 或模板文件。
所有链接尽量保持一层深度，避免主 skill 还要继续跳很多层目录。
同 skill 内部优先使用相对路径；跨 skill 优先写 skill 名称，不要写死仓库目录路径。
新增或重构时，优先清理遗留 frontmatter 字段，如 token_estimate、core_files、related_skills，除非仍有明确消费方依赖。

高信号规则

路由优先于百科，触发条件优先于背景介绍
主文件优先告诉模型“何时用、怎么走、别踩什么坑”，而不是“完整知识全貌”
操作型 skill 更要克制，主文件不要承载具体 payload、状态表和长步骤
同类 skill 之间的边界必须硬，避免路由重叠
反复出现的 AI 误用案例，优先沉淀到 ai/evals/，确认稳定后再调整 skill

验收清单

name 与目录名一致，且只使用小写、数字、连字符
description 简短、第三人称、可路由
主 SKILL.md 通常控制在约 40-80 行，特殊导航型 skill 可略宽，但不应回到手册化正文
主文档中只保留高信号指导，不堆积百科内容
主文档默认包含 适用场景 / 不适用场景 / 快速指导 / 高信号规则 / 关键陷阱 / 延伸阅读
详细资料已拆到 reference/ 或其他辅助文件
示例 payload、确认模板、状态枚举、长表格已从主文档下沉
跨 skill 引用优先使用 skill 名称，内部引用优先使用相对路径
遗留 frontmatter 字段已清理或明确保留理由
同类 skill 之间边界清晰，不会频繁误触发

Frequently asked questions

What does the Skill Writer AI skill do?

Why use Skill Writer on TypingMind?

Because you install it once and use it with any model. Skill Writer 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 Writer in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/TencentBlueKing/bk-ci/tree/master/ai/skills/skill-writer. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Skill Writer?

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 Writer?

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

Is the Skill Writer AI skill free?

It is published on GitHub by TencentBlueKing. 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