metaclaw-evolving-agent
OfficialEvolving AI agent with skills & RL.
Software Engineering#ai agent#meta-learning#reinforcement learning#adaptive ai#skills injection#llm proxy
AuthorAradotso
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of creating AI agents that can continuously learn and adapt from real-world interactions, improving their capabilities over time without constant manual retraining.
Core Features & Use Cases
- AI-Powered Proxy: Acts as an OpenAI-compatible proxy, intercepting and processing conversations.
- Skills Injection: Dynamically injects relevant skills into conversations to enhance agent responses.
- RL Training: Utilizes Reinforcement Learning (RL) to train the agent based on interaction outcomes.
- Smart Scheduling: Optimizes training by deferring updates to idle or sleep periods (MadMax mode).
- Use Case: Deploy MetaClaw as a customer support agent that learns from user interactions, improving its ability to answer questions and resolve issues over time by automatically acquiring and refining new skills.
Quick Start
Run the interactive configuration wizard to set up the MetaClaw agent.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: metaclaw-evolving-agent Download link: https://github.com/Aradotso/trending-skills/archive/main.zip#metaclaw-evolving-agent Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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