A clean error message when the build failed; else null.
When not published, the plain reason (trust gate / leakage); else null.
OptionalmodelOptionalpipelineOptionaltrustOptionaltrustOptionalwarningsStructured warnings emitted during plan translation or training (e.g. dropped candidate features).
The compact, payload-safe outcome the builder writes back so the agent can narrate the result.