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Claude Code sessions are typically isolated, hindering collaborative task execution, communication, and decision-making among AI agents. This framework addresses that limitation by transforming individual Claude sessions into a cohesive, orchestrated AI team. Utilizing RabbitMQ for real-time messaging, it enables multi-agent collaboration, dynamic task distribution, collective brainstorming, result aggregation, and robust failure handling. It incorporates 8 AI mechanisms, including voting algorithms, gamified rewards and penalties, mentorship for accelerated training, and competitive battles, fostering emergent intelligence greater than any single agent.