What Should Agents Say? Action-state Communication for Efficient Multi-Agent Systems

In three linesPACT is a protocol for inter-agent communication that compresses messages between LLM agents into compact action-state records. Tested on two MAS topologies, it reduces token usage by 10-50% while maintaining or improving performance on OpenHands and SWE-agent.

Summary generated by Claude — human-verified