tidymodels-review-patterns

What problem does it solve?

The Tidymodels Code Review Patterns skill provides an automated framework to detect anti-patterns and enforce best practices in tidymodels workflows, helping data teams build robust, reproducible analyses.

Core Features & Use Cases

• Anti-pattern detection across data leakage, resampling, preprocessing, and evaluation in tidymodels workflows.
• TMwR-compliant guidance to reduce leakage, biased evaluation, and reproducibility gaps.
• Use cases include validating a workflow before publishing results, auditing legacy scripts, and improving model governance across teams.

Quick Start

Run the tidymodels-review-patterns scanner against your project directory to identify common anti-patterns. Review the findings, apply the recommended fixes, and re-run the scan to verify compliance.