Extending guides

Use these guides when extending calibrated explanations with new plugins, CLI surfaces, or configuration toggles.

Build and ship plugins

• Plugin contract – Canonical contract before implementing additional guides.

• Integrate with scikit-learn pipelines – Integration checkpoints for end-to-end validation.

Document configuration and CLI surfaces

• Configure telemetry – Required references when exposing telemetry toggles.

• Navigation crosswalk – Navigation map to keep documentation updates in sync.

• API reference – API reference for docstring cross-links.