graph TD
A[Raw CSV Input] --> B[Skill #190: Initial Validation]
B --> C[Remove Duplicates]
B --> D[Check Required Fields]
B --> E[Remove Incomplete Records]
C & D & E --> F[validated_csv_data]
F --> G[Skill #190: Format Normalization]
G --> H[Standardize Phone Numbers]
G --> I[Fix Capitalization]
G --> J[Trim Whitespace]
H & I & J --> K[normalized_csv_data]
K --> L[Skill #190: Final Structure]
L --> M[Verify Column Order]
L --> N[Apply CSV Formatting]
M & N --> O[final_csv_output]
O --> P[Excel-Ready CSV File]