Adding Assistance Models

OrganicVision does not download or bundle a large segmentation model. Add a compatible Core ML model locally only after recording its name, version, SHA-256 hash, license, source, allowed use, redistribution status, input requirements, output format, memory estimate, and supported platforms.

1. Verify that the license permits the intended research and redistribution behavior.
2. Copy the model into a local, untracked model location.
3. Register an AssistanceModelRecord and implement the appropriate PluginSDK protocol.
4. Convert model output into bounded normalized suggestion records with complete provenance.
5. Validate on representative devices; memory and Neural Engine behavior vary.

Models with unclear licensing are rejected. No model is redistributed by Phase 8; the deterministic fixture has no external model license.