/product-spec-bulk-cleanup — FF&E Schedule Normalizer

Takes a messy FF&E schedule and normalizes everything: casing, dimensions, units, language, materials vocabulary, currency formatting, and duplicates. Outputs a clean, consistent, spec-ready schedule.

Operates on the master Google Sheet — the same 33-column schema used by Norma Jean, /product-research, and all other data-management skills. Also works on standalone CSV files and pasted tables.

Input

The user provides a schedule in one of these ways:

1. Master Google Sheet — the shared product library (same sheet used by Norma Jean). Provide spreadsheet ID or URL.
2. File path — a .csv, .tsv, .xlsx export, or .md file
3. Pasted table — markdown or tab-separated data in the message

If the input format is unclear, ask.

Cleanup Rules

1. Casing