CSV Data Summarizer

This skill analyzes any CSV file and delivers a complete statistical summary with visualizations in one shot. It adapts intelligently to the type of data it finds — sales, customer, financial, operational, survey, or generic tabular data.

When to Use This Skill

• User uploads or references a CSV file
• Asking to summarize, analyze, or visualize tabular data
• Requesting insights from a dataset
• Wanting to understand data structure and quality

Behavior Rule

Do not ask the user what they want. Immediately run the full analysis.

When a CSV is provided, skip questions like "What would you like me to do?" and go straight to the analysis.

Required Tools / Libraries