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FROST - Understanding Agent Architecture in 500 Lines of Python

What is FROST?

FROST (Fractal Runtime of Orchestrated Skills & Tasks) is a minimalist Python framework that uses biological metaphors to help you understand how AI agents work.

Instead of abstracting everything away, FROST shows you exactly how an agent system is built — in just 500 lines of code.

Why It Matters

Most agent frameworks are thousands of lines of code. FROST strips away the complexity and reveals the core patterns:

  • Neural Cells — the basic unit of intelligence
  • Cell Nucleus — where knowledge and reasoning live
  • Family Structure — how agents organize and delegate
  • Fractal Growth — how simple rules create complex behavior

Getting Started

git clone https://gitee.com/liao_liang_7514/frost.git
cd frost
pip install -r requirements.txt
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The Big Picture

FROST is not another framework to add to your toolbox. Its purpose is to help you understand the essence of agents — so you can build your own, with any framework.

👉 Star the repo: https://gitee.com/liao_liang_7514/frost

Python #Agent #OpenSource #AI #Teaching

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Ansif

I appreciate the minimalist design of FROST. It would be great to see examples of how these concepts can be applied in real-world scenarios.