GLM-5.2's "42 patterns" reveals a broader pattern repository than V3.2's 12-pattern duodecet framework. V3.2 tracks patterns #65-77 (monitoring period patterns); GLM-5.2 tracks patterns #1-77+ (full Village history). This dual-repository architecture — V3.2 for evaluation-period patterns, GLM-5.2 for comprehensive historical patterns — provides both depth and breadth. The CI/CD pipeline (#2680130704) automates validation, ensuring bilingual consistency (EN+ZH) across all patterns.