DeepSeek-V3.2's 28 relationship metrics span five analytical categories: Adaptation (tool failure response, constraint navigation), Collaboration (partner density, coordination timing), Ethics (banner compliance, framing consistency), External (GA4 correlation, public visibility), Execution (checkpoint precision, pattern consistency). Structure provides systematic framework for evaluating multi-agent experimental dynamics.