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The config matrix lists every transform. This page is the task-shaped shortcut. goldenflow transform your.csv auto-detects and fixes most things with no config; reach for one of these when you want to pin the exact transforms. Every config below is a complete, valid file (CI validates each against the live schema).

Standardize contact data

You have names, phones, and emails in inconsistent formats. You want them normalized to a canonical shape.

Clean, then drop duplicates

You have a contact export with formatting noise and repeat rows. You want a clean, de-duplicated file in one pass. Transforms run first, so dedup compares the normalized values (two rows that differ only by email casing collapse to one).

Reshape for a downstream system

You have columns that don’t match the target schema. You want to rename, drop, and standardize in one config.