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MetaClaw

🦞 Just talk to your agent — it learns and EVOLVES 🧬.

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agent-appagentfine-tuningreinforcement-learningpythonllmskill-learninglorametaclawai-agentopenclawonline-learningcontinual-learningPythonmeta-learningtinker

MetaClaw is a Python agent app from aiming-lab that lets an agent learn and evolve through conversation. Its topics indicate it covers online learning, fine-tuning (LoRA), reinforcement learning, meta-learning, and skill learning for LLM-based agents.

Use it when you want an agent that continually learns from your interactions rather than staying static.

Use it to

  • Fine-tune an agent with LoRA from conversations
  • Apply online and continual learning to an LLM agent
  • Train agents with reinforcement learning
  • Build skill-learning agent workflows

For Developers building adaptive, learning LLM agents

Role
agent-app
Language
Python
Licence
MIT
Forks
455
Open issues
7
Last push
2026-06-07
Latest release
v0.1.0 · 2026-03-10
topicsagentonline-learningfine-tuninglorareinforcement-learningmeta-learning