Overview
pandas-pro is an open-source data skill for Claude Code and compatible agents, published by Jeffallan. Its author describes it as: “Performs pandas DataFrame operations for data analysis, manipulation, and transformation. Use when working with pandas DataFrames, data cleaning, aggregation, merging, or time series analysis. Invoke for data manipula…”. The project has 11k stars on GitHub and is available under the MIT license. Add it to your setup with `/plugin marketplace add Jeffallan/claude-skills`.
What pandas-pro does
Expert pandas developer specializing in efficient data manipulation, analysis, and transformation workflows with production-grade performance patterns.
What’s inside
The SKILL.md for pandas-pro is organised into these sections:
- Core Workflow
- Reference Guide
- Code Patterns
- Vectorized Operations (before/after)
- Safe Subsetting with .copy()
- GroupBy Aggregation
- Merge with Validation
- Missing Value Handling
- Time Series Resampling
- Pivot Table
- Memory Optimization
- Constraints
Installation
Add pandas-pro to your agent with:
/plugin marketplace add Jeffallan/claude-skillsReview a skill’s source before installing it — skills can instruct your agent to run commands. This command comes from the skill’s public repository, which is the source of truth for setup steps. New to skills? Read how to install Claude Code skills.
Supported agents
- Claude Code — ships a claude code plugin marketplace
License
pandas-pro is published under the MIT license.
Strengths
- Clear MIT license — safe to read and adapt within its terms
- Ships in Jeffallan/claude-skills, an established project with 11,060 GitHub stars
- Works with Claude Code
- Actively maintained — repository updated in the last 90 days
Author
Topics
Frequently asked questions
- What does pandas-pro do?
- Performs pandas DataFrame operations for data analysis, manipulation, and transformation. Use when working with pandas DataFrames, data cleaning, aggregation, merging, or time series analysis. Invoke for data manipulation tasks such as joining DataFrames on multiple keys, pivoting tables, resampling time series, handling NaN values with interpolation or forward-fill, groupby aggregations, type conversion, or performance optimization of large datasets.
- How do I install pandas-pro?
- Run /plugin marketplace add Jeffallan/claude-skills in your agent, then reload your skills. Review the source at https://github.com/Jeffallan/claude-skills before installing.
- Is pandas-pro free to use?
- Yes. pandas-pro is free and open source under the MIT license, so you can read, run, and adapt it within that license's terms.
- Which agents does pandas-pro work with?
- pandas-pro lists Claude Code — named in its SKILL.md, its plugin marketplace or its repository topics. Skills use the portable SKILL.md format, so other agents that read that format may load it too.
- Where does pandas-pro come from?
- pandas-pro ships inside Jeffallan/claude-skills, a repository that contains 41 catalogued skills in total. The repository's 11,060 GitHub stars apply to that whole collection, not to this skill on its own.
