SkillFlow: Flow-Driven Recursive Skill Evolution for Agentic Orchestration · DeepSignal
SkillFlow: Flow-Driven Recursive Skill Evolution for Agentic Orchestration arXiv cs.AI · Mingda Zhang, Tiesunlong Shen, Haoran Luo, Wenjin Liu, Zikai Xiao, Erik Cambria, Xiaoying Tang 2d ago · · · · SkillFlow introduces a flow-driven framework for improved task orchestration in LLM-based systems.
Key Points Addresses challenges in existing orchestration methods. Employs Tempered Trajectory Balance for diverse strategy preservation. Demonstrates superior performance across various tasks. Reader Mode unavailable (could not extract clean content).
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Invisible orchestrators in multi-agent LLM systems pose significant safety risks and affect behavior dynamics.
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Why Featured
SkillFlow's framework enhances task orchestration in LLM systems, signaling a shift towards more efficient AI workflows that developers and PMs can leverage for better performance and scalability.