# WinRacing V53.1 Pattern Cluster AI

覆蓋完整 `winRacing` 資料夾，毋須修改 Database。

測試：
- `/winRacing/analysis_chairman_v53_pattern_memory.php?race_date=2026-07-08`
- `/winRacing/wr_chairman_pattern_memory_ai_v53_0.php?race_date=2026-07-08`
- `/winRacing/Chairman/api/api_pattern_memory_v53.php?action=latest&race_date=2026-07-08`

V53.1 會將 V53 Memory 自動分群並輸出 Cluster Cohesion、Conflict、Leader 與 Recommendation。