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excel-field-analyzer - Excel/CSV Field Analyzer with AI Mapping

Analyzes Excel/CSV file structures, generates Chinese-English field mappings, validates translation quality, and produces statistical reports.

Tags

Updated: 2026-02-11
data-analysisexcelcsvfield-mappingdata-dictionaryquality-validation

Capabilities

read spreadsheet filesanalyze field structuresgenerate field mappingsvalidate mapping quality

Typical Inputs

Excel filesCSV filespre-defined mapping library

Typical Outputs

HTML visualization reportsJSON field mapping tablesquality validation reports

What this skill does

  • read spreadsheet files
  • analyze field structures
  • generate field mappings
  • validate mapping quality
  • produce statistical reports
  • create HTML visualizations

Inputs

  • Excel files
  • CSV files
  • pre-defined mapping library
  • custom mapping configurations

Outputs

  • HTML visualization reports
  • JSON field mapping tables
  • quality validation reports
  • statistical analysis files

Requirements

  • pandas library
  • openpyxl library
  • numpy library
  • spreadsheet file formats (.xlsx, .xls, .csv, .txt)

Source

  • Spec: SKILL.md

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