Business Knowledge Workflow

OrganizationPopular

TencentBlueKing

business-knowledge-workflow

获取陌生业务知识并沉淀为 BK-CI skill 或架构文档时使用，例如阅读 iWiki、结合代码交叉验证、提炼模块边界和重写知识文档。当用户要先理解业务再写文档时优先使用。

Overview

Publisher	TencentBlueKing
Repository	`bk-ci`
Skill name	`business-knowledge-workflow`
Stars	2.5K
Forks	524
Bundled files	3
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.
3 bundled files
Scripts, templates, and references the model can read while it works. Files are read-only and never executed.
Open source
Published by TencentBlueKing on GitHub. Read the source before you install it.

Installation

Install the Business Knowledge Workflow 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.

Store

Installed

Skills

Add skills

Import one or more skills from a public GitHub folder or a local .skill or .zip archive, or SKILL.md file.

From GitHub URLFrom .skill, .zip, or SKILL.md

GitHub repo or folder

https://github.com/TencentBlueKing/bk-ci/tree/master/ai/skills/business-knowledge-workflow

Points to a single skill folder, or any folder that contains multiple skills. Public repos only.

CancelContinue

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/business-knowledge-workflow .claude/skills/business-knowledge-workflow

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

Use it in TypingMind

Enable Business Knowledge Workflow 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 Business Knowledge Workflow 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 Business Knowledge Workflow 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.

业务知识工作流

适用场景

需要快速理解一个陌生业务模块
需要从 iWiki 或其他文档系统获取背景知识
需要把文档描述和实际代码做交叉验证
需要把知识沉淀成 skill、架构文档或模块说明

不适用场景

已经明确知道该修改哪段代码，只是去实现
只是压缩已有 skill，不需要重新获取业务知识
只是补普通说明，不需要形成复用知识资产

快速指导

这个 skill 关注的是“先理解，再验证，最后沉淀”，不是直接改代码。
业务知识获取通常分三段：
- 文档发现与初筛：reference/1-document-discovery.md
- 代码交叉验证：reference/2-code-cross-check.md
- 沉淀为 skill / 架构文档：reference/3-skill-distillation.md
文档内容默认不可信到可以直接复述，必须经过代码或运行链路验证。
沉淀时优先写模块边界、关键对象、主链路和常见坑，而不是复制百科说明。
如果最后产物是 skill，再联动看 skill-writer。

高信号规则

业务文档和代码实现经常不完全一致
好的业务知识文档应该能回答“这模块解决什么问题、主链路是什么、改动时先看哪里”
沉淀结果要优先服务后续开发和排障，而不是保留原始资料堆积

关键陷阱

只读文档，不做代码核验
把外部资料原样搬运进 skill
输出结构没有边界感，导致后续继续膨胀

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Business Knowledge Workflow AI skill do?

Why use Business Knowledge Workflow on TypingMind?

Because you install it once and use it with any model. Business Knowledge Workflow 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 Business Knowledge Workflow in TypingMind?

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

Which AI models can use Business Knowledge Workflow?

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 Business Knowledge Workflow?

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

Is the Business Knowledge Workflow 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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Business Knowledge Workflow

Overview