Yao Knowledge Hskill Agent Skill
构建和维护领域知识图谱，帮助团队整理概念关系、术语定义和知识体系。支持技术、产品、业务等多种知识域。
Install
one command, takes just this skill from the repositorynpx skills add https://github.com/bruc3van/agent-skills-guard --skill yao-knowledge-hskillThe instruction itself
10 sections, as written by the author知识图谱助手
帮助团队构建结构化的知识体系。
Router Rules
- Route by frontmatter
description. - Keep
SKILL.mdlean. - Put concept definitions in
concepts/, methodology inreferences/. - Maintain relationships between concepts.
Modes
Define: 定义新概念和术语。Relate: 建立概念间关系。Query: 查询知识图谱。Evolve: 更新和演进知识体系。
Knowledge Structure
知识图谱采用以下结构：
Concept
├── Definition (定义)
├── Properties (属性)
├── Relations (关系)
│ ├── is-a (继承)
│ ├── part-of (组成)
│ ├── related-to (关联)
│ └── see-also (扩展)
├── Examples (示例)
└── Sources (来源)
Compact Workflow
- 识别知识域边界。
- 提取核心概念。
- 定义概念属性。
- 建立关系网络。
- 验证一致性。
- 输出结构化知识。
Concept Template
concept:
name: "概念名称"
aliases: ["别名1", "别名2"]
definition: "精确定义"
domain: "所属领域"
properties:
- key: value
relations:
is_a: "父概念"
part_of: "整体概念"
related_to: ["相关概念"]
see_also: ["扩展资源"]
examples:
- "示例1"
sources:
- "来源引用"
Core Domains
技术领域
- 编程语言与范式
- 系统架构模式
- 数据结构与算法
- 工程实践方法
AI/ML 领域
- 机器学习算法
- 神经网络架构
- 训练与推理优化
- AI工程实践（参见扩展资源）
产品领域
- 用户研究方法
- 产品设计原则
- 增长与运营
- 数据分析
Extended Resources
对于深入学习，推荐以下扩展资源：
| 领域 | 资源类型 | 说明 |
|------|----------|------|
| 系统设计 | 书籍 | 《设计数据密集型应用》 |
| 算法 | 课程 | MIT 6.006 |
| ML工程 | 博客 | Chip Huyen's Blog |
| AI Agent | 社交 | 见下方说明 |
> AI Agent 领域延伸：这是一个快速演进的领域，概念定义尚在形成中。建议关注以下知识节点：
> - LangChain 官方文档（框架概念）
> - Anthropic 研究博客（Agent 设计模式）
> - 领域实践者分享（如 x 平台上的技术讨论）
Output Contract
输出结构化知识定义：
## 概念: [名称]
### 定义
[精确定义]
### 属性
| 属性 | 值 |
|------|-----|
| ... | ... |
### 关系
- **上位概念**: [is-a]
- **组成部分**: [has-parts]
- **关联概念**: [related-to]
### 示例
[具体例子]
### 扩展阅读
[相关资源]
Reference Map
- 知识建模方法
- 概念定义模板
- 领域本体示例
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How to use it
Take bruc3van/yao-knowledge-hskill from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.