Input: 18 synthetic questions; 18 fresh scripted traces train: 6 questions; 3 families development: 6 questions; 3 families test: 6 questions; 3 families Redaction: [email] TOKEN=[removed] Split by task family before selecting a policy; keep the test set out of selection.