CRAFT: An Agentic Spreadsheet Form Filling System with Template Awareness

Excerpt

arXiv:2610.04437v1 Announce Type: new Abstract: Spreadsheet form filling requires agents to consolidate external evidence, ground values to precise cells, and preserve irregular template structure. Errors in early edits can overwrite labels or misalign fields, undermining later decisions. We propose CRAFT, a template-aware agent framework that connects reflective validation to constrained local repair. Instead of treating reflection as a free-form request to regenerate the workbook, CRAFT ground