LLM 및 AI Agent를 위한 자기 진화형 메모리 OS: 초지속성 메모리, 하이브리드 검색, 교차 태스크 스킬 재사용을 지원하며, 35.24%의 토큰 절감 효과와 DeepSeek Harness를 지원합니다.

🍙 A personal AI agent & local memory hub for all AI agents, gives every AI one shared, fully controlled memory and persistent context — all AI remember the same you. Now supports Claude Code, Codex, OpenClaw and Hermes Agent etc.

Official MemOS Cloud plugin for OpenClaw. Enables long-term memory for agents by recalling context before execution and saving conversations after each run.

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution

Paper: “MEMRL: SELF-EVOLVING AGENTS VIA RUNTIME REINFORCEMENT LEARNING ON EPISODIC MEMORY” Open-Source Code

HaluMem is the first operation level hallucination evaluation benchmark tailored to agent memory systems.