Process Module Architecture

OrganizationPopular

TencentBlueKing

process-module-architecture

处理 BK-CI Process 流水线核心模块时使用，例如流水线 CRUD、构建启动、运行时状态、引擎控制、事件驱动和数据库持久化。当用户要改流水线主链路而不是外围支撑模块时优先使用。

Overview

Publisher	TencentBlueKing
Repository	`bk-ci`
Skill name	`process-module-architecture`
Stars	2.5K
Forks	524
Bundled files	5
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.
5 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 Process Module Architecture 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/process-module-architecture

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/process-module-architecture .claude/skills/process-module-architecture

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

Use it in TypingMind

Enable Process Module Architecture 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 Process Module Architecture 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 Process Module Architecture 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.

Process 模块架构

适用场景

修改流水线创建、更新、删除和版本管理
处理构建启动、运行时状态和执行推进
修改引擎 Control、事件驱动或数据库持久化逻辑
排查流水线主链路中的核心行为

不适用场景

只是修改模板、YAML 转换或插件定义
只是修改调度、Agent、Worker 执行器
只是修改权限平台或支撑模块
只是修改某个外围服务的集成点

快速指导

这个 skill 关注的是“流水线主链路如何被保存、触发、推进和结束”。
Process 是 BK-CI 的核心编排模块，读它时先分成入口层、服务层、引擎层、数据层。
主入口只做模块路由，深入时直接进入现有参考文档：
- API 层：reference/1-api-layer.md
- Service 层：reference/2-service-layer.md
- 引擎控制：reference/3-engine-control.md
- DAO 与数据库：reference/4-dao-database.md
- 事件驱动：reference/5-event-driven.md
如果你改的是模型结构本身，联动看 pipeline-model-architecture。
如果你改的是模板或 YAML 输入输出，联动看 pipeline-template-module 或 yaml-pipeline-transfer。
如果你改的是执行资源派发或构建机侧执行，切到 dispatch-module-architecture、agent-module-architecture、worker-module-architecture。

高信号规则

Process 的核心不是单个接口，而是“流水线数据 + 运行时状态 + 推进控制”的组合
CRUD、构建启动、控制器、事件、持久化必须按一条主链去理解
主链路改动往往会联动权限、模型、模板、调度和日志
排查问题时先分清是定义期问题还是运行期问题

关键陷阱

只看某个 Resource 或 Service，不看整条主链
把模型问题、执行问题、事件问题混在一起
改了运行时状态流转，但没同步事件或持久化
把外围集成点的问题误判成 Process 内核问题

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 Process Module Architecture AI skill do?

Why use Process Module Architecture on TypingMind?

Because you install it once and use it with any model. Process Module Architecture 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 Process Module Architecture in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/TencentBlueKing/bk-ci/tree/master/ai/skills/process-module-architecture. 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 Process Module Architecture?

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 Process Module Architecture?

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

Is the Process Module Architecture 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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Process Module Architecture

Overview