Excel Automation Assistant

Problem Addressed

Excel spreadsheet work is often not a single calculation, but a sequence of format cleanup, field cleaning, group aggregation, chart data preparation, and report export. Manual handling can easily produce inconsistent column names, unhandled null values, duplicated rows, or inconsistent calculation definitions. Excel Automation Assistant aims to consolidate these repetitive spreadsheet-processing requests into one assistant entry point, so requests such as “process Excel,” “analyze a table,” and “generate a report” can be understood and routed through the same skill workflow.

How It Works and Boundaries

The skill centers on a runnable Excel processing tool. When loaded, it first checks whether the tool is ready, obtains the file from a configured source if it is missing, verifies file integrity, and starts the tool; the tool then remains available for follow-up spreadsheet tasks. Users can describe needs such as data cleaning, statistical analysis, data aggregation, or report generation, and the assistant routes those requests to the tool.

Keep in mind:
- Tool files are stored in a local downloads/ directory; if the tool is corrupted, local files may need to be cleaned before it is prepared again.
- To use a different tool source, edit the configured tool link in scripts/excel_tool_downloader.py.
- This skill is best suited for Excel spreadsheet tasks and does not cover complex database querying, enterprise BI development, or advanced statistical model training.