Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
SkillScore86Maintained
Automatic
◆Finance & Accounting pack
Last verified 8/21/2026
What it changes
Passed 18 of 21 test cases with the skill, and 15 of 21 without it.
Without skill73%
With skill86%
Checks it passed that the model alone missed
Selects pandas for tabular data analysis.
Explicitly avoids saving the generated spreadsheet to /data/.
Specifies saving the output spreadsheet in the /shared/ directory.
and 1 more in the full report
3 fixed16 passed either way3 still failing0 broke
Pass-rate lift
+14 pp
Tokens
+97%
Agent turns
0%
Response time
-24%
Model gemini-3.6-flashMeasured 8/21/2026v119 of 22 cases passed with skill · 21 comparable
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 3
Prompt
How does recalc.py indicate whether recalculating an Excel file encountered errors like #REF! or #DIV/0!?
What was checked, without and with the skill
Checked
Without skill
With skill
Checks for errors_found status or error_summary in the returned JSON object.
Missed
Passed
case-22 · gemini-3.6-flash · 8/21/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md285 linessingle file
Requirements for Outputs
⚠️ OUTPUT PATH RULE: All generated XLSX files MUST be saved to /shared/ directory (e.g., /shared/report.xlsx, /shared/output/data.xlsx). NEVER save to /data/. Only files in /shared/ are accessible to the user.
All Excel files
Zero Formula Errors
Every Excel model MUST be delivered with ZERO formula errors (#REF!, #DIV/0!, #VALUE!, #N/A, #NAME?)
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas