Data Management Skill Overview This skill provides comprehensive data management capabilities including loading data from Excel/CSV files, filtering DataFrames by column values, applying transformations, managing data arrays, and building data pipelines. All operations are configurable via YAML files for reproducible data workflows. Key Components DataManagement Class (data management.py) High-level data pipeline management: - - Route data operations based on configuration - - Load DataFrame from configuration - - Load multiple DataFrames as array - - Apply filters to DataFrame - - Apply tran…