WorkflowGen:an adaptive workflow generation mechanism driven by trajectory experience

WorkflowGen addresses the high overhead and instability of LLM agents in complex tasks by proposing an adaptive, trajectory experience-driven framework for workflow generation. It captures full execution trajectories to extract reusable knowledge and performs lightweight generation on variable nodes, significantly reducing token usage and improving efficiency.