Rethinking Agent Design: From Top-Down Workflows to Bottom-Up Skill Evolution

Jiawei Du, Jinlong Wu, Yuzheng Chen +3

Most LLM-based agent frameworks adopt a top-down philosophy: humans decompose tasks, define workflows, and assign agents to execute each step. While effective on benchmark-style ta…