Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning

Ling-Yue Ge, Lan-Zhe Guo

Role-based LLM multi-agent systems need adaptive role pools, yet adapting such systems is not merely a matter of prompt optimization: roles often carry structural obligations, incl…