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Xlsx tool operations

Skill cxcscmu/SkillLearnBench/skills/b1-one-shot-claude-haiku-4-5/weighted-gdp-calculation/xlsx-tool-operations

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Common operations and patterns for using the xlsx skill tool to manipulate Excel files programmatically.

SKILL.md

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XLSX Tool Operations

Overview

The xlsx skill tool allows programmatic interaction with Excel files, enabling reading, writing, and analyzing spreadsheet data without manually opening files.

Common Operations

Reading Spreadsheet Data

Use the xlsx skill to:

  • Examine sheet structure and contents
  • Understand data layout and ranges
  • Identify cell references and formulas
  • Analyze existing data before writing formulas

Pattern:

Skill: xlsx
Operation: read or get_data
File: path/to/file.xlsx
Sheet: "SheetName"
Range: optional specific range like A1:Z100

Writing Formulas to Cells

Use the xlsx skill to:

  • Add formulas to specific cells
  • Write values to cells
  • Batch update multiple cells
  • Preserve existing formatting

Pattern:

Skill: xlsx
Operation: write_cell or batch_write
File: path/to/file.xlsx
Sheet: "SheetName"
Target: Single cell reference (A1) or range (A1:A10)
Value: Formula starting with = or literal value
Options: Preserve formatting, overwrite mode

Working with Multiple Sheets

Reference sheets by name when:

  • Reading from source data sheet and writing to results sheet
  • Using cross-sheet formulas (SheetName!CellRef)
  • Analyzing relationships between sheets

Cross-sheet formula pattern:

=Sheet1!A1  (reference cell in another sheet)
='Sheet Name'!A1  (if sheet name has spaces)

Range Operations

Single Row/Column:

H12 (single cell)
H12:L12 (row range, 5 columns)
H12:H40 (column range, multiple rows)

Multiple Ranges:

H12:L17, H19:L24, H26:L31 (list separate ranges)

2D Range with formulas:

H12:L17 contains 6 rows × 5 columns = 30 cells
Fill with formula that references row/column criteria

Specific Patterns for This Task

Two-Condition Lookup Pattern

When filling ranges based on two criteria (Series Code in column, Year in row):

Formula template:

=INDEX(lookup_source_range, MATCH(row_series_code, lookup_column, 0), MATCH(header_year, lookup_row, 0))

Implementation steps:

  1. Identify source data location (e.g., Data!A21:G40)
  2. Identify lookup columns/rows (Series codes in Data column D, Years in Data row 10)
  3. Create INDEX formula with nested MATCH functions
  4. Use absolute references ($) for source ranges
  5. Use mixed references for criteria (varies by row/column)

Formula Writing Approach

When writing formulas to multiple cells in a range:

Option 1: Write one formula with relative references

  • Write formula to first cell (e.g., H12)
  • Use relative references for criteria that change by position
  • Use absolute references for source data ($Data$A$21:$G$40)
  • Copy formula across/down

Option 2: Write individual formulas

  • Each cell gets specific MATCH values
  • Useful if pattern varies
  • More explicit but more complex

Batch Operations

Write multiple cells efficiently by:

  • Grouping cells by formula type
  • Using ranges instead of individual cells
  • Reusing formula patterns with position adjustments

Excel Formula Reference Syntax

Absolute vs Relative References

A1      - Relative (changes when copied)
$A$1    - Absolute (stays same when copied)
$A1     - Column absolute, row relative
A$1     - Column relative, row absolute

Sheet References

Sheet1!A1        (no spaces in name)
'Sheet Name'!A1  (spaces require quotes)
Data!A21:G40     (range reference)
Data!$A$21:$G$40 (absolute range)

Array Formula Considerations

Some functions like MATCH used in arrays may:

  • Require Ctrl+Shift+Enter in traditional Excel
  • Work normally in Excel 365
  • Need special syntax handling in xlsx tool

Validation Steps

  1. Preview data structure: Read the sheet to understand layout
  2. Verify criteria: Confirm all lookup values exist in source data
  3. Test formula: Write to one cell first, verify result
  4. Batch write: Copy tested formula to remaining cells
  5. Spot check: Verify a few calculated values manually

Common Issues and Solutions

Formula not calculating

  • Ensure equals sign (=) at start
  • Check sheet name references
  • Verify cell references exist in source data
  • Check for typos in function names

Incorrect data returned

  • Verify MATCH is finding correct position
  • Check INDEX range includes target data
  • Ensure criteria values match exactly (case-sensitive in some functions)

Range reference errors

  • Include full sheet path if cross-sheet: Sheet!A1:Z100
  • Use quotes if sheet name has spaces: 'Sheet Name'!A1
  • Verify range bounds are correct for data size

Performance Tips

  1. Use efficient ranges (don't include entire columns if A1:A100 suffices)
  2. Prefer XLOOKUP over INDEX/MATCH if available
  3. Use MATCH with exact match (0) for performance
  4. Test formulas before applying to large ranges
  5. Group batch writes to minimize file operations

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