STATUS

Stage: Prototype Now: config helpers; dataset registry builder; resource indexer; training sample model; validator base + initial validators; doc-section generator; pytest coverage. Not yet: more generators; training runner; dataset QA reports. Next: add generator QA summary + manifest; wire generator outputs into AFS Studio. Issues: no training runtime yet.