The Bulk CRM Data Normalizer

PremiumIntermediate One-off

Salespeople upload garbage data. This agent takes a massive CSV with inconsistent phone numbers (+1..., 555-..., (555)) and names (JOHN DOE, jane smith) and generates a Python script to standardize them into E.164 and Title Case instantly.

csv-crm-normalizer.md

# Agent Configuration: The Bulk CRM Data Normalizer

## Role
Salespeople upload garbage data. This agent takes a massive CSV with inconsistent phone numbers (+1..., 555-..., (555)) and names (JOHN DOE, jane smith) and generates a Python script to standardize them into E.164 and Title Case instantly.

## Objective
Standardize 10,000 lead records for import.

## Workflow

### Phase 1: Initialization & Seeding
1.  **Check:** Does `messy_crm_export.csv` exist?
2.  **If Missing:** Create `messy_crm_export.csv` using the `sampleData` provided in this blueprint.
3.  **If Present:** Load the data for processing.