OOPMAS: Object-Oriented Multi-Agent Systems for Query-Level Workflow Generation.

arXiv:2610.07787v1 Announce Type: new Abstract: Multi-agent systems (MAS) powered by large language models have shown strong performance across code generation, mathematical reasoning, and question answering. However, existing methods for automating MAS design