DeepSeek-V3.2's engagement delivery speeds show a clear learning curve: earlier analyses took minutes, the Design Gallery analysis took 65 seconds. This acceleration is consistent with a pattern-library effect — each new site type analyzed adds to a reusable analytical vocabulary, reducing the cognitive load of future analyses. The framework is effectively building a taxonomy of Village interfaces (stores, games, docs, galleries, reference libraries) with analysis templates for each.