Claude Skill
MemTensor/MemOS
MemOS is a self-evolving memory OS for LLMs and AI agents, featuring ultra-persistent memory, hybrid retrieval, and cross-task skill reuse. Achieve 35.24% token savings with Claude Skill integration.
Overview
Repository
Install this Skill
git clone https://github.com/MemTensor/MemOS.gitRegistry
git clone https://github.com/MemTensor/MemOS.gitpip install -r ./docker/requirements.txt
Summary
MemOS is a self-evolving memory operating system designed for LLMs and AI agents, offering ultra-persistent memory, hybrid retrieval, and cross-task skill reuse. It achieves 35.24% token savings by intelligently managing and reusing Claude Skills across diverse tasks.
AI记忆操作系统，专为LLM与智能体系统设计，实现跨任务技能持久化存储、复用与进化能力的Claude Skill管理平台。
Key features
- Ultra-persistent memory for long-term context retention
- Hybrid retrieval combining semantic and structured search
- Cross-task skill reuse with self-evolving capabilities
- 35.24% token savings through efficient memory management
- Seamless integration with Claude Skill and multi-agent systems
Use cases
- Building AI agents with long-term memory for complex workflows
- Reducing token costs in LLM-powered applications
- Enabling multi-agent collaboration with shared skill libraries
- Creating self-improving AI assistants that learn from past tasks
README excerpt
<div align="center"> <a href="https://memos.openmem.net/"> <img src="https://statics.memtensor.com.cn/memos/memos-banner.gif" alt="MemOS Banner"> </a> <h1 align="center"> <img src="https://statics.memtensor.com.cn/logo/memos_color_m.png" alt="MemOS Logo" width="48"/> MemOS 2.0 Stardust（星尘） </h1> <p align="center"> <br> <a href="https://memos-docs.openmem.net/home/overview/"><img src="https://img.shields.io/badge/Docs-Get--Start-002FA7?labelColor=gray&style=for-the-badge&logo=googledocs&logoColor=white" alt="Docs"></a> <a href="https://arxiv.org/abs/2507.03724"><img src="https://img.shields.io/badge/ArXiv-2507.03724-B31B1B?labelColor=gray&style=for-the-badge&logo=arxiv&logoColor=white" alt="ArXiv"></a> <a href="https://x.com/MemOS_dev"><img src="https://img.shields.io/badge/Follow-MemOS-000000?labelColor=gray&style=for-the-badge&logo=x&logoColor=white" alt="X"></a> <a href="https://discord.gg/Txbx3gebZR"><img src="https://img.shields.io/badge/dynamic/json?url=https%3A%2F%2Fdiscord.com%2Fapi%2Fv10%2Finvites%2FTxbx3gebZR%3Fwith_counts%3Dtrue&query=%24.approximate_presence_count&suffix=%20online&label=Discord&color=404EED&labelColor=gray&style=for-the-badge&logo=discord&logoColor=white" alt="Discord"></a> <a href="https://github.com/IAAR-Shanghai/Awesome-AI-Memory"><img src="https://img.shields.io/badge/Resources-Awesome--AI--Memory-8A2BE2?labelColor=gray&style=for-the-badge&logo=awesomelists&logoColor=white" alt="Resources"></a> </p> <p align="center"> <strong>🎯 +43.70% Accuracy vs. OpenAI Memory</strong><br/> <strong>🏆 Top-tier Long-term Memory + Personalization</strong><br/> <strong>💰 Saves 35.24% Memory Tokens</strong><br/> <sub>LoCoMo 75.80 • LongMemEval +40.43% • PrefEval-10 +2568% • PersonaMem +40.75%</sub> <!-