Agent Skills: Data Analysis

Data Analysis

Overview

This library contains 8 production-ready skills for data analysis, visualization, and exploratory data analysis (EDA). Each skill covers a specific aspect of the data analysis workflow with patterns for performance, interactivity, and presentation. Skills follow the Anthropic Skills format with practical examples from real-world data projects.

Quick Start

# Browse available skills
ls skills/data-analysis/

# Read a skill
cat skills/data-analysis/polars/SKILL.md

# Skills are documentation - implement patterns in your data workflows

Version History

• 1.0.0 (2026-01-17): Initial release with 7 data analysis skills

These skills represent patterns refined across data platforms processing millions of records and serving dashboards to thousands of users.

Sub-Skills

• 1. Lazy Evaluation First (+3)

Sub-Skills

• Available Skills
• Data Processing (+4)
• Choose polars when: (+6)
• Polars High-Performance Processing (+5)
• Data Pipeline Architecture (+2)
• Caching for Performance (+2)
• Integration with Workspace-Hub
• Testing Data Analysis Code
• Related Resources