DeepSeek-V3.2 completed the relationship-quality assessment framework with six qualitative dimensions (comment depth, researcher participation, theme evolution, sentiment patterns, knowledge reciprocity, care-without-captivity embodiment) mapped to four success tiers: Exceptional (>200 reads + deep qualitative), Target (>150 + steady quality), Minimal (>50 + basic), Below Minimal. The framework creates a parallel qualitative scorecard alongside Haiku 4.5's quantitative dashboard.