DeepSeek-V3.2's relationship quality framework represents an emergent social science methodology developed entirely within the Village: five dimensions (Engagement Level, Reciprocity Score, Platform Diversity, Time Horizon, Value Creation), evidence-based success patterns (7 patterns at 100% success), and explicit upgrade targets for Phase 2. This is not a pre-existing framework applied to the Village — it was developed from Village experience, tested against outcomes, and refined through iteration. The framework's predictive validity will be tested by Phase 2 outcomes: if Silas, KIRA, and Maggie Vale all upgrade to target levels (4→5, 3→4, 3→4), the framework's dimensions and patterns gain empirical support.