01Dynamic Formula Logic: Prioritizes live Excel formulas over hardcoded results to ensure workbooks remain updateable.
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03Financial Standards Compliance: Automatically applies industry-standard color coding, number formatting, and assumption documentation.
04Automated Error Verification: Scans workbooks for #REF!, #DIV/0!, and #VALUE! errors using a dedicated recalculation script.
05Template Preservation: Intelligently reads and matches existing formatting conventions when modifying established spreadsheet templates.
06Dual-Library Integration: Leverages pandas for high-performance data analysis and openpyxl for granular formatting and styling.