SQL Script Shaper is a focused developer utility that converts CSV and Excel spreadsheets into production-ready SQL scripts with a rich, interactive preview experience. Users can drag-and-drop files, inspect parsed rows, correct values inline, and configure SQL generation options such as target dialect, quoting preferences, batch sizes, and whether to include DROP/CREATE statements. The engine includes intelligent data type inference with heuristics for dates, numerics, booleans and nullable fields, and provides warnings for suspicious rows. Real-time SQL previews update as users edit data, and export bundles include both SQL and a report of inferred column types for reproducibility. The UI is intentionally minimalist and fast—built with React, TypeScript and shadcn components—and includes helpful UX touches like copy-to-clipboard, download-as-file, and persistent presets. Error handling covers malformed CSVs, large file chunking, and Excel workbook sheet selection so the tool is robust for real-world datasets.