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self-evolve-agent

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Empower AI agents to autonomously evolve and upgrade their capabilities.

Software Engineering#self-improvement#meta-skill#a/b testing#autonomous-agent#ai-evolution
Authordglijin-oss
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the challenge of AI agents hitting external bottlenecks and the need for proactive self-upgrade. It allows agents to find and test their own solutions, adapt, and permanently upgrade their meta-capabilities or workflows without human intervention.

Core Features & Use Cases

  • Autonomous Evolution: Enables AI agents to evolve through a continuous loop of "Sense Gap → Search Solutions → Run A/B Tests → Pick Winner → Solidify".
  • Proactive Self-Upgrade: Allows agents to install new tools, optimize cron schedules, and integrate with other skills like dmn-default-mode-network.
  • Integration with DMN: Serves as the "Experiment Runner" for ideas generated by the dmn-default-mode-network.

Quick Start

To start the self-evolve process, use the command: self-evolve tick

Dependency Matrix

Required Modules

pythonpandasnumpyscikit-learn

Components

scriptsreferencesassets

💻 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: self-evolve-agent
Download link: https://github.com/dglijin-oss/chinese-metaphysics-skills/archive/main.zip#self-evolve-agent

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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