excel-conversion-evaluation

Compare docling and markitdown Excel conversions and generate an openpyxl evaluation report.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/shiftrepo/aws --skill excel-conversion-evaluation
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: excel-conversion-evaluation
Source: https://github.com/shiftrepo/aws/tree/main/HermesAgent/skills/skills/devops/excel-conversion-evaluation
Command: npx skills add https://github.com/shiftrepo/aws --skill excel-conversion-evaluation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Excel conversion quality can vary between tools when handling complex workbooks with merged cells, multi-level headers, and lattice-like structures. This pipeline compares two converters (docling and markitdown), evaluates their outputs with an openpyxl-based multi-sheet report, and Slack-delivers the results for team review.

Core Features & Use Cases

  • Side-by-side conversion quality evaluation for complex Excel files (merged cells, multi-level headers, and lattice structures).
  • Automated generation of a multi-sheet evaluation workbook using openpyxl.
  • Slack delivery of the evaluation results for team review and decision making.

Quick Start

Run the evaluation pipeline on a sample complex Excel file to generate Markdown outputs and a Slack-ready report.

Frequently Asked Questions about excel-conversion-evaluation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I evaluate Excel conversion quality for files with merged cells and multi-level headers?

To evaluate Excel conversion quality for complex workbooks, this pipeline compares docling and markitdown outputs side-by-side. It generates an openpyxl-based multi-sheet evaluation report to assess how well each converter handles merged cells and lattice-like structures.

What is the best way to compare docling vs markitdown for converting complex Excel files?

The best way to compare docling vs markitdown for Excel conversion is running them through an automated evaluation pipeline. It generates a multi-sheet report assessing conversion quality and delivers the results to Slack for team review.

Can I automate sending Excel conversion evaluation reports to Slack?

Yes, you can automate sending Excel conversion evaluation reports to Slack. The pipeline evaluates converter outputs, generates an openpyxl-based report, and handles the Slack delivery for team review and decision making automatically.

Does openpyxl support generating multi-sheet evaluation reports for complex Excel workbooks?

Yes, openpyxl supports generating multi-sheet evaluation reports for complex Excel workbooks. The pipeline uses it to build a side-by-side comparison report evaluating how well docling and markitdown handle merged cells and multi-level headers.

When do I need to use an Excel converter evaluation pipeline?

You need an Excel converter evaluation pipeline when handling complex workbooks with merged cells, multi-level headers, and lattice-like structures. It assesses conversion quality variations between tools like docling and markitdown to ensure accurate data extraction.