MetaClaw is an AI agent that learns from your conversations. It gets smarter over time by using skills injection and reinforcement learning.
You can run it in three modes. Skills only works without a GPU. RL mode trains the agent when it has enough data. Madmax mode uses a smart scheduler to update during idle or sleep times.
Setting up is simple with a command line tool. It acts as a proxy between your apps and your language model. Any app that uses an OpenAI compatible API can use a smarter, evolving agent.
Global
mkdir -p ~/.claude/skills/metaclaw-evolving-agentProject
mkdir -p .claude/skills/metaclaw-evolving-agentSource Repository
Find Skillsvercel-labs/skills
Find and install the perfect skill to extend your AI agent
Microsoft Foundrymicrosoft/azure-skills
Build, deploy, and improve AI agents on Microsoft Foundry from start to finish
Azure Aimicrosoft/azure-skills
Search, transcribe, and analyze with Azure AI tools for smarter apps
Azure Hosted Copilot Sdkmicrosoft/azure-skills
Build, deploy, and manage your Copilot SDK apps on Azure with ease
Skill Creatoranthropics/skills
Create, test, and improve AI agent skills with easy step-by-step guidance
Image Editagentspace-so/runcomfy-agent-skills
Smart router picks the best AI model for your image editing needs
Agentspaceagentspace-so/skills
See your AI agent's live folder from any browser instantly
Openclaw Secure Linux Cloudxixu-me/skills
Secure self-hosting of OpenClaw with private control and SSH tunneling