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This specialized skill enables Claude to manage complex spreadsheet lifecycles, from initial data ingestion to publication-quality financial modeling. It ensures absolute data integrity by enforcing zero-error formula policies and utilizing mandatory recalculation scripts via LibreOffice. Beyond simple data entry, the skill applies industry-standard formatting conventions—such as specific color-coding for hardcodes versus formulas—and can even generate scientific schematics to visualize data workflows. Whether you're performing bulk data analysis with pandas or granular cell formatting with openpyxl, this toolkit provides a robust framework for professional spreadsheet engineering.