Skore is an open-source Python library designed to streamline ML model development by providing automated evaluation reports and smart methodological guidance. It wraps around common data science tools like pandas, polars, and scikit-learn to reduce boilerplate code and guide users toward recommended practices. The library focuses on cross-validation analysis and helps maintain clear project structure throughout the ML development lifecycle.