Agent Organization Framework -- Coordination Strategies for Multi-Agent Systems -- Five Capabilities Model -- Interoperation within a Complex Multi-Agent Architecture -- Message Content Ontologies -- Conclusions.1. 1 Background In this work, we develop a framework for the design of multi-agent systems inspired by (human) organizational principles. Organizations are complex entities formed to ov…