aiming-lab/MetaClaw
Just talk to your agent — it learns and EVOLVES.
This project helps anyone using an AI assistant like OpenClaw or CoPaw to make their agent continuously smarter. Instead of needing specialized training, your agent learns from every conversation you have, getting better at understanding your needs and responding effectively. It's designed for individuals who rely on personal AI agents for daily tasks and want them to adapt and improve over time.
805 stars. Actively maintained with 154 commits in the last 30 days.
Use this if you want your personal AI assistant to automatically learn and improve from your everyday interactions without requiring a data scientist or machine learning engineer.
Not ideal if you need to train a brand-new AI model from scratch or are looking for a platform to develop large-scale enterprise AI applications.
Stars
805
Forks
102
Language
Python
License
MIT
Category
Last pushed
Mar 12, 2026
Commits (30d)
154
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/agents/aiming-lab/MetaClaw"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related agents
googleworkspace/cli
Google Workspace CLI — one command-line tool for Drive, Gmail, Calendar, Sheets, Docs, Chat,...
wanikua/boluobobo-ai-court-tutorial
AI 朝廷搭建完整教程 - 从零基础到进阶
win4r/ClawTeam-OpenClaw
ClawTeam fork fully adapted for OpenClaw — multi-agent swarm coordination with OpenClaw as the...
mergisi/awesome-openclaw-agents
Curated list of AI agent templates for OpenClaw. Ready-to-use SOUL.md configs for productivity,...
AlexAnys/opencrew
Openclaw多智能体协同系统 | Multi-Agent OS for Decision Makers — 基于 OpenClaw (Clawbot) + Slack，让 AI 团队各司其职、自主稳定迭代。