Metagente is a novel framework that coordinates multiple LLMs as cooperative agents to improve GitHub README summarization performance.

• Creates a collaborative system where agents work together as Manager, Researcher, Writer, and Editor
• Achieves superior results compared to individual LLM performance
• Demonstrates the power of specialized roles in tackling complex text summarization
• Establishes a foundation for multi-LLM coordination in software engineering tasks

This research offers a practical approach for engineering organizations to enhance documentation workflows by implementing team-based AI systems that outperform single-model solutions.

Teamwork makes the dream work: LLMs-Based Agents for GitHub README.MD Summarization