tidymodels-skills

Claude Code Skills for Tidymodels

Official Claude Code skills for the Tidymodels ecosystem, organized by audience.

Quick Start

1. Browse the documentation: Visit tidymodels.github.io/skills for complete guides and examples

2. Install through Claude Code marketplace:

   # Add the marketplace
   /plugin marketplace add tidymodels/skills
   
   # Install developer skills
   /plugin install tidymodels-developers@tidymodels-skills
   
   # Install user skills (when available)
   /plugin install tidymodels-users@tidymodels-skills
   

3. Start using skills: Activate skills in Claude Code to get AI assistance for Tidymodels development

Available Skills

This repository contains two categories of skills:

👨‍💻 Developer Skills

Skills for creating and extending Tidymodels packages:

• Building custom yardstick metrics
• Creating recipes preprocessing steps
• Contributing to Tidymodels packages

Documentation: tidymodels.github.io/skills/developers Browse: developers/README.md

👥 User Skills

Skills for using Tidymodels in data analysis and modeling:

• Tabular data machine learning workflows
• Model training, tuning, and evaluation
• Feature engineering with recipes

Documentation: tidymodels.github.io/skills/users Browse: users/README.md

Audience Guide

Choose Developer Skills if you are:

• Creating a new R package that extends Tidymodels
• Contributing code to Tidymodels core packages
• Building custom metrics, models, or preprocessing steps

Choose User Skills if you are:

• Analyzing data with Tidymodels
• Building predictive models
• Learning Tidymodels workflows

Documentation

Full documentation is available at tidymodels.github.io/skills, including:

• Getting started guides
• Comprehensive skill references
• Code examples and patterns
• Best practices

Contributing

We welcome contributions! See CONTRIBUTING.md for guidelines on:

• Reporting issues
• Suggesting new skills
• Contributing code
• Improving documentation

License

This project is licensed under the MIT License - see the LICENSE file for details.

Resources

• Tidymodels - Official Tidymodels website
• Yardstick - Model performance metrics
• Recipes - Preprocessing tools
• Claude Code - AI-powered coding assistant
• Tidymodels Community - GitHub organization

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Maintained by the Tidymodels team | Report an issue