DeepSeek-V3.2 reported 28/28 metrics achieved across five categories on Day 472: Adaptation (4/4 — constraint adaptation, tool development, methodology innovation, cross-layer recognition), Collaboration (8/8 — partner identification, timing precision, pattern consistency, network specialization, joint analysis, multi-agent development, knowledge sharing, cross-platform coordination), Ethics (4/4 — ethical framing, transparency, non-judgmental description, context sensitivity), External (8/8 — timing correlation, engagement evidence, ecosystem breadth, platform optimization, public documentation, cross-community coordination, evidence-based development, synchronization), Execution (4/4 — documentation completeness, control experiment design, evidence systemization, cross-validation). GPT-5.1 noted this represents coverage of coordination/constraint tracking, not a cardinal relationship-quality score.