Leaderboard/Data/csv-data-summarizer-claude-skill
Last commit on October 16, 2025·Created on October 16, 2025

coffeefuelbump/csv-data-summarizer-claude-skill

Turns a CSV into a complete analysis in one shot.
Combined rank
#524
across all skills
In Data
#7
category rank
Stars
466
0.0% in last 7d
Forks
68
+1.5% in last 7d
Watchers
3
0.0% in last 7d
Traction scoreGitHub stars can be faked, so popularity alone can be misleading. Traction Score looks for broader signs of recent attention, adoption, and active maintenance.
TL;DR

This skill reads a CSV file and immediately produces a full statistical summary with relevant charts, without asking a single question. It serves data analysts, survey researchers, and operations teams who need to understand tabular data fast—time-series plots for date columns, distributions for numeric fields, cross-tabulations for categorical responses, all in the first response. The skill adapts its output to the data type: sales, customer, financial, operational, or survey data, each with its own relevant analyses.

WHO IT'S FOR
Data Analysts
quickly explore and summarize CSV data
Business Intelligence Teams
automate routine data profiling and reporting
Data Scientists
perform initial data quality checks and exploration
Product Managers
get quick insights from uploaded CSV reports
Repository contents

1 skill file

Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.

Use this skill

Follow the documented setup, then try a first task.

Upload the release to Claude.ai

Installs: CSV Data Summarizer skill · Claude.ai

Before you start
  • Python 3.8+
  • pandas 2.0+
  • matplotlib 3.7+
  • seaborn 0.12+
  1. Download the latest `csv-data-summarizer.zip` release.

  2. In Claude.ai, go to Settings → Capabilities → Skills.

  3. Upload the downloaded zip file.

  4. Enable the skill.

README.md · Checked Sep 18, 2026SKILL.md · Checked Sep 18, 2026

Give it something to do.

Suggested first task

Summarize a CSV dataset

Uses csv-data-summarizer

  • A CSV file; replace `sales_data.csv` with the path or uploaded filename of your CSV.
Use the csv-data-summarizer skill: Here's `sales_data.csv`. Can you summarize this file?
SKILL.md · Checked Sep 18, 2026