Yes, get some carbs in there.
Take your protein with water for sure, and not milk. Milk can be used any other time though, just not PWO. I suppose skim milk is fine. Milk has 12g sugar per serving (8oz).
I pound 45g of waxy maize PWO followed 15 minutes after with 40 grams protein mixed in water.