mcpbeat

AI Native Context Engineering

gmaxxxie/ai-native-context-engineering

| AI Native 产品方法论——上下文工程的实操 Skill。 用户提供任务场景，Skill 自动执行上下文组织流程： 任务目标识别 → 上下文层选择 → 动态拼装 → 成本与窗口控制 → 结果校验与纠偏 → 输出上下文工程方案。 基于《AI Native 产品方法论》第14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-context-engineering

How to use it

Copy the folder

Take gmaxxxie/ai-native-context-engineering 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.