ce-plugin-scaffold

To scaffold a calibrated_explanations plugin, implement your calibrator, explanation, or plot logic inside the provided template, then finalize the plugin_meta and registry wiring to ensure compliance. This generates an ADR-aligned structure for your Python project.

A plugin_meta contract is a required metadata structure that enforces trust-model rules and registry compatibility for interval calibrators. It ensures your calibrated_explanations plugin integrates correctly with the ecosystem and passes validation checks.

You validate a calibrated_explanations plugin using the validate_plugin_meta function to check your implemented plugin_meta contract. This ensures your interval calibrator, explanation strategy, or plot renderer meets ADR-based compliance before registry integration.

Yes, the calibrated_explanations scaffold supports plot renderers, explanation strategies, and interval calibrators. The template enforces the required ADR-based contracts and registry patterns for each specific plugin type within your Python project.

Calibrated_explanations plugins fail registry integration when the plugin_meta contract is missing or non-compliant with ADR-based trust-model rules. Applying the scaffold template and running validate_plugin_meta ensures your structure meets the required registry patterns.

No, the scaffold is specifically designed for Python projects using the calibrated_explanations framework. It enforces ADR-based contracts and registry integration patterns that only apply to building compliant interval calibrators and explanation strategies within that ecosystem.