Analyze user-approved Excel (.xlsx/.xls) or CSV files in an isolated sandbox to generate statistics, summaries, pivot tables, read-only SQL results, and structured exports. Use for multi-sheet workbooks, aggregation, filtering, joins, and reproducible data exploration. Do not pass verbatim untrusted SQL, access files outside approved roots, or use the bundled script in an environment containing unrelated secrets.
