Peppermint Candy filled cookies are always a hit.  Making them using a cake mix could not be any easier. These STUFFED PEPPERMINT COOKIES are full of flavor from the Hershey Candy Cane Kisses. What is in these STUFFED PEPPERMINT COOKIES?  To make these peppermint cookies, I simply mix a white cake mix with eggs and oil.