Templates
Toolcsv-cleanup-portal
CSV cleanup portal
Upload messy CSVs, clean and dedupe rows, map columns, and export a reusable result.
Target user
Operators and agencies
Pain point
Repeated spreadsheet cleanup wastes time and creates manual errors.
Credit estimate
Low for small files; medium for large files or complex validation.
Example prompt
Build an upload tool that accepts messy CSVs, dedupes rows, normalizes columns, previews changes, and exports a clean CSV.What you get
- Private upload page
- Column mapping flow
- Dedupe and normalization logic
- Clean CSV export
Setup
- Example messy CSV
- Rules for duplicate rows and column names
- Desired output format
Limitations
- Large files may need chunked processing or a database-backed workflow.
- Ambiguous cleanup rules should be reviewed before bulk use.
Success criteria
- A sample file uploads successfully.
- Previewed transformations match the cleanup rules.
- The exported CSV is usable by the destination system.
Ready to turn this into a project?
Start with the template prompt, then add your real URLs, sample data, or credentials once the project is created.