mcpbeat

AI Native Memory System

gmaxxxie/ai-native-product-agent-ai-native-memory-system

AI Native 产品方法论——记忆系统设计的实操 Skill。 用户提供产品场景，Skill 自动执行记忆系统设计流程： 记忆需求分析 → 记忆分类设计 → 权限与时效策略 → 存储与索引 → 人工修正与再沉淀 → 输出记忆系统方案。 基于《AI Native 产品方法论》第13章。 '

2k 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-memory-system

How to use it

Copy the folder

Take gmaxxxie/ai-native-product-agent-ai-native-memory-system 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.