Requirements for Outputs

Intent Router

Load sections based on the task:

• Create new spreadsheet → "Creating new Excel files" for openpyxl patterns with formulas
• Edit existing file → "Editing existing Excel files" for load/modify/save workflow
• Data analysis → "Reading and analyzing data" for pandas operations
• Formulas → "CRITICAL: Use Formulas, Not Hardcoded Values" + "Recalculating formulas" for Excel formula patterns
• Financial models → "Financial models" section for color coding, number formatting, and formula construction rules
• Validation → "Formula Verification Checklist" and "Recalculating formulas" for error detection
• Best practices → "Best Practices" for library selection (pandas vs openpyxl) and working patterns

All Excel files

Professional Font

• Use a consistent, professional font (e.g., Arial, Times New Roman) for all deliverables unless otherwise instructed by the user