The Agent Skills Directory

Standard Framework Documentation: The skill is a collection of instructional content for Apache Hamilton, focusing on functional programming principles and declarative DAG definitions. It provides legitimate code examples for data processing tasks using common libraries such as pandas, scikit-learn, and pytest.
Data Ingestion Patterns: Examples include standard data loading methods like pd.read_csv and Hamilton's @load_from decorator. These are presented as part of typical data engineering workflows for processing local or specified data sources.
Framework Execution Model: The skill demonstrates the use of the Hamilton Driver to orchestrate function execution. This is the core intended functionality of the framework for managing complex data dependencies in a structured, testable manner.
Best Practice Alignment: The documentation emphasizes safety and maintainability by encouraging type hints, docstrings, pure functions, and the avoidance of input mutation, which are standard defensive programming practices.

hamilton-core