eda-reports

What problem does it solve?

EDA and reporting workflows often end up scattered across notebooks, producing inconsistent metrics and non-reproducible charts that are hard to review, test, and govern.

Core Features & Use Cases

• Deterministic EDA workflow: Converts loaded tabular data into explicit metrics, then renders summaries and charts through reusable helpers.
• Clear entry points and boundaries: Uses notebook and pipeline entry points while keeping reusable reporting logic out of notebook cells.
• Governed persistence of artifacts: Saves charts and outputs into the repository’s defined output locations to support traceability.
• Use Case: When updating analytics reporting, run the workflow to recompute metrics, regenerate deterministic chart artifacts, and add test coverage for reusable analytics helpers.

Quick Start

Use the eda-reports skill to update chart generation and deterministic report artifacts for changes in backend analytics helpers and notebook-driven EDA workflows.