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SkillClaw

Let Skills Evolve Collectively with Agentic Evolver

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agent-appPythonagentpythonllmskill-learninghermesskillscontinual-learningagentic-aiopenclawai-agentcollective-intelligencellmsself-evolvingskill-evolution

SkillClaw is a Python project from AMAP-ML described as 'Let Skills Evolve Collectively with Agentic Evolver'. Based on its name and topics, it appears to be an agent app in which skills are learned and evolved over time through an evolving agent process, drawing on ideas of continual learning and collective intelligence.

You want an agent system where skills improve through continual, self-evolving learning rather than staying fixed.

Use it to

  • Experiment with skill-learning agent workflows
  • Explore continual learning for LLM agents
  • Study collective skill evolution approaches
  • Extend the Agentic Evolver for your own agents

For Researchers and developers building self-evolving LLM agents

Role
agent-app
Language
Python
Licence
MIT
Forks
262
Open issues
26
Last push
2026-08-17
topicsskill-evolutioncontinual-learningagentic-aillmcollective-intelligenceself-evolving