CSV Data Summarizer
Analyze CSV files to generate summaries, statistics, and actionable insights.
Install
npx skills add coffeefuelbump/csv-data-summarizer-claude-skill --skill csv-data-summarizergit clone --depth 1 https://github.com/coffeefuelbump/csv-data-summarizer-claude-skill.git /tmp/csv-data-summarizer-claude-skill
mkdir -p ~/.claude/skills
cp -r /tmp/csv-data-summarizer-claude-skill/. ~/.claude/skills/csv-data-summarizerPersonal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.
What this skill does
Analyzes CSV files and generates insights. Get quick summaries, statistics, and insights from your CSV data.
Trigger phrases
Claude loads this skill automatically when you say things like:
How it works
- Parse CSV data
- Calculate statistics
- Generate human-readable insights
When to use it
- When analyzing data files
- For quick data summaries
- When exploring datasets
From the SKILL.md
# CSV Data Summarizer This Skill analyzes CSV files and provides comprehensive summaries with statistical insights and visualizations. ## When to Use This Skill Claude should use this Skill whenever the user: - Uploads or references a CSV file - Asks to summarize, analyze, or visualize tabular data - Requests insights from CSV data - Wants to understand data structure and quality ## How It Works ## ⚠️ CRITICAL BEHAVIOR REQUIREMENT ⚠️ **DO NOT ASK THE USER WHAT THEY WANT TO DO WITH THE DATA.** **DO NOT OFFER OPTIONS OR CHOICES.** **DO NOT SAY "What would you like me to help you with?"** **DO NOT LIST POSSIBLE ANALYSES.** **IMMEDIATELY AND AUTOMATICALLY:** 1. Run the comprehensive analysis 2. Generate ALL relevant visualizations 3. Present complete results 4. NO questions, NO options, NO waiting for user input **THE USER WANTS A FULL ANALYSIS RIGHT AWAY - JUST DO IT.** ### Automatic Analysis Steps: **The skill intelligently adapts to different data types and industries by inspecting the data first, then determining what analyses are most relevant.** 1. **Load and inspect** the CSV file into pandas DataFrame 2. **Identify data structure** - column types, date columns, numeric columns, categories 3. **Determine relevant analyses** based on what's actually in the data: - **Sales/E-commerce data** (order dates, revenue, products): Time-series trends, revenue analysis, product performance
Details
- Skill name
csv-data-summarizer
FAQ
What does the CSV Data Summarizer skill do?
Analyzes CSV files and generates insights. Get quick summaries, statistics, and insights from your CSV data.
How do I install the CSV Data Summarizer skill?
skills CLI (Claude Code, Cursor, Codex and more): npx skills add coffeefuelbump/csv-data-summarizer-claude-skill --skill csv-data-summarizer. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.
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