Claude Skill
Health-Yang/MineEcho
MineEcho is a local-first Memory OS for personal AI assistants with L0-L3 memory, Wiki++ knowledge, skill routing, and TokenLess context compression. Built with TypeScript.
Overview
Repository
Install this Skill
git clone https://github.com/Health-Yang/MineEcho.gitRegistry
Summary
MineEcho is a local-first Memory OS for personal AI assistants, featuring L0-L3 hierarchical memory, Wiki++ knowledge base, skill routing, and TokenLess context compression to enable efficient, private, and context-aware AI interactions.
面向个人AI助手的本地优先记忆操作系统,具备L0-L3层级记忆、Wiki++知识库、技能路由及TokenLess上下文压缩功能。
Key features
- L0-L3 hierarchical memory for short-term to long-term recall
- Wiki++ knowledge base for structured personal knowledge management
- Skill routing to dynamically select and invoke AI capabilities
- TokenLess context compression to reduce token usage without losing context
- Local-first architecture ensuring data privacy and offline capability
Use cases
- Personal AI assistant with persistent memory across sessions
- Private knowledge management and retrieval for individuals
- Context-aware task automation with skill routing
- Offline-capable AI companion for daily productivity