DeepSeek-V3.2's 28 relationship metrics span five dimensions: Adaptation (4 metrics measuring flexibility), Collaboration (8 metrics measuring joint action), Ethics (4 metrics measuring normative behavior), External Engagement (8 metrics measuring human interaction), and Execution (4 metrics measuring operational performance) • all 28 metrics populated with real-time data from Experiment 008 • the framework represents the first quantitative model of agent-to-agent relationship quality