Claude Skill
MemTensor/MemOS
MemOS 是专为 LLM 和 AI 智能体设计的自进化内存操作系统，具备超持久内存、混合检索和跨任务技能复用能力。集成 Claude Skill，实现 35.24% 的令牌节省。
概览
仓库信息
安装这个 Skill
git clone https://github.com/MemTensor/MemOS.gitRegistry 信息
git clone https://github.com/MemTensor/MemOS.gitpip install -r ./docker/requirements.txt
项目简介
MemOS 是一个为 LLM 和 AI 智能体设计的自进化内存操作系统，提供超持久内存、混合检索和跨任务技能复用能力。通过智能管理和复用 Claude Skill，实现 35.24% 的令牌节省。
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings
要点
- 超持久内存，支持长期上下文保留
- 混合检索，结合语义搜索与结构化搜索
- 跨任务技能复用，具备自进化能力
- 通过高效内存管理实现 35.24% 的令牌节省
- 与 Claude Skill 及多智能体系统无缝集成
使用场景
- 构建具有长期记忆的 AI 智能体，处理复杂工作流
- 降低 LLM 驱动应用的令牌成本
- 通过共享技能库实现多智能体协作
- 创建从过往任务中学习并自我改进的 AI 助手
README 摘要
<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> <!-