ML Antipattern Validator Overview AI/ML 개발에서 30+ 안티패턴을 감지하고 방지하는 스킬입니다. Key Principle : Honest evaluation Impressive metrics. When to Activate Automatic Triggers : - ML training code ( , model training) - Dataset preparation or splitting - Model evaluation or testing - Production deployment planning Manual Triggers : - - Full validation - - Data leakage detection - - Evaluation methodology --- Pre-Implementation Checklist --- Critical Antipatterns Category 1: Data Leakage 🚨 1.1 Target Leakage 1.2 Temporal Leakage 1.3 Preprocessing Leakage 1.4 Group Leakage 1.5 Data Augmentation Leakage --- C…