Equation discovery: external application

Equation discovery pipelines live outside the retained substrate. The primitive APIs provide derivatives and field operations that a discovery application can consume.

Use the ecosystem guide for the repository boundary, current APIs for supported primitives, and numerical guarantees for the scope of claims.