ce-modality-extension

What problem does it solve?

The CE core currently handles tabular explanations; this Skill enables safe expansion to non-tabular modalities (vision, audio, text, timeseries) by applying ADR-033 plugin contracts, a canonical modality taxonomy, and a shim-based extension pattern.

Core Features & Use Cases

• Enforces ADR-033 contracts for modality extensions to keep core dependency-light.
• Introduces a canonical modality taxonomy (image/vision, audio, text, timeseries) and a shim-based runtime that raises MissingExtensionError when the extension package is absent.
• Supports a multi-package, monorepo-friendly structure with separate extension packages (e.g., ce-vision) and CI smoke tests for validation.
• Provides a recipe for safe integration: data_modalities declaration, plugin_api_version compatibility checks, and a dedicated testing workflow.

Quick Start

Follow ADR-033 to implement a new modality extension package and drop a thin shim under calibrated_explanations.vision (or calibrated_explanations.audio) to enable non-tabular inputs.