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feature-engineer

Comprehensive feature engineering for ML pipelines: data quality assessment, feature creation, selection, transformation, and encoding. Activates for "feature engineering", "create features", "feature selection", "data preprocessing", "handle missing values", "encode categorical", "scale features", "feature importance". Ensures features are production-ready with automated validation, documentation, and integration with SpecWeave increments.

$ Installer

git clone https://github.com/anton-abyzov/specweave /tmp/specweave && cp -r /tmp/specweave/plugins/specweave-ml/skills/feature-engineer ~/.claude/skills/specweave

// tip: Run this command in your terminal to install the skill