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Run2 excel verification

Skill cxcscmu/SkillLearnBench/skills/b2-self-feedback-gemini-3-flash-preview/weighted-gdp-calculation/run2_excel-verification

[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.

Install
npx -y skills add cxcscmu/SkillLearnBench --skill run2_excel-verification

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Verifying Excel formula results and handling errors using recalc.py and openpyxl.

SKILL.md

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Verifying Excel Formulas and Results

Always verify the output of Excel modifications to ensure formula correctness and data accuracy.

Error Checking with recalc.py

After saving the workbook, run recalc.py to identify formula errors (e.g., #NAME?, #REF!, #DIV/0!).

  • #NAME?: Check for incorrect function names (e.g., use PERCENTILE instead of PERCENTILE.INC).
  • #REF!: Check for invalid cell references.
  • #DIV/0!: Check for empty or zero denominators in division.

Value Verification with openpyxl (data_only=True)

To check the actual values calculated by Excel, reload the workbook with data_only=True:

from openpyxl import load_workbook
wb = load_workbook('file.xlsx', data_only=True)
sheet = wb['Task']
print(f"Cell H35 Value: {sheet['H35'].value}")

Manual Verification Formula

Perform a manual calculation to check a sample of cells:

  • UAE 2019: (Exports - Imports) / GDP * 100
  • Bahrain 2019: (Exports - Imports) / GDP * 100
  • Confirm these match the values in the sheet.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.