AI Agent Framework
3.4k 2026-04-30
aiming-lab/MetaClaw
An AI agent framework that enables continuous learning and evolution from live conversations, requiring no GPU for deployment.
Core Features
Continuous meta-learning from real-world interactions.
No GPU cluster required for operation.
One-click deployment and easy CLI management.
Persistent cross-session memory and context management.
Support for skill evolution and scheduled reinforcement learning.
Quick Start
metaclaw setupDetailed Introduction
MetaClaw is an innovative AI agent framework designed to learn and evolve continuously from every live conversation. Inspired by how brains learn, it transforms real-world interactions into learning signals, allowing agents to improve dynamically without relying solely on offline training or requiring expensive GPU clusters for deployment. It features one-click setup, persistent cross-session memory, and supports various agent types and LLM platforms, making it a practical solution for building adaptive and intelligent conversational agents.