Cherry Chip Cookies are extraordinarily good. These easy 5-ingredient cookies, start with a boxed cake mix. Fresh cherries and vanilla chips add an explosion of flavors that will have your mouth watering from the first bite. This is a terrific dessert for summer activities like backyard barbecues, family reunions & potlucks when fresh cherries are in season.