Convert formal names to casual versions for cold email personalization - first names, company names, and city names. Use when user asks to casualize names, make names friendly, or prepare lead data for emails.
Convert formal names (first names, company names, cities) to casual, friendly versions suitable for cold email copy.
./scripts/casualize_batch.py - Main script (all 3 fields at once)./scripts/casualize_company_names_batch.py - Company names only./scripts/casualize_first_names_batch.py - First names only./scripts/casualize_city_names_batch.py - City names only# Process all three fields at once (recommended, 3x faster)
python3 -u ./scripts/casualize_batch.py "GOOGLE_SHEET_URL"
# Re-process existing (overwrite)
python3 -u ./scripts/casualize_batch.py "GOOGLE_SHEET_URL" --overwrite
Performance: ~35 records/sec (3,000 records ≈ 90 seconds)
Examples:
Creates three new columns:
casual_first_namecasual_company_namecasual_city_nameANTHROPIC_API_KEY=your_key
| Name | Type | Required | Description |
|---|---|---|---|
sheet_url | string | Yes | Google Sheet URL with lead data |
overwrite | boolean | No | Re-process existing casualized names |
| Name | Type | Description |
|---|---|---|
sheet_url | string | Same sheet with casual_first_name, casual_company_name, casual_city_name columns added |
| Name | Source |
|---|---|
ANTHROPIC_API_KEY | .env |
Skills that chain well with this one: scrape-leads, gmaps-leads, instantly-campaigns
~35 records/sec, minimal API cost