mcpbeat

AI Native Knowledge RAG

gmaxxxie/ai-native-knowledge-rag

| AI Native 产品方法论——RAG与知识系统设计的实操 Skill。 用户提供企业知识场景，Skill 自动执行知识系统设计流程： 资料来源分析 → 清洗与脱敏 → 索引与权限控制 → 检索召回 → 评估与更新 → 输出知识系统方案。 基于《AI Native 产品方法论》第15章。

6k tokens
context cost
the whole folder, loaded on every use
1
files
instructions only
0
copies elsewhere
how many repositories repackaged it
51
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository 
npx skills add https://github.com/gmaxxxie/ai-native-product-agent-skills --skill ai-native-knowledge-rag

How to use it

Copy the folder

Take gmaxxxie/ai-native-knowledge-rag from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

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.