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.