For the cake: Follow instructions for store-bought chocolate cake mix to yield either two 9-inch cake layers or three 6-inch cake layers. Set aside on wire rack and allow to cool before removing from pans.
For the frosting: In a medium mixing bowl, mix together the can of cream cheese frosting and peanut butter. Add milk, gradually adding in until desired consistency.