Preheat the oven to 350 F. In a large bowl, mix together cake mix, eggs, and vegetable oil until smooth. Fold in the chocolate chips and caramel bits. In a shallow dish, whisk sugar and cinnamon together.
Roll the cookie dough into balls, and roll in the cinnamon sugar mixture. Place the cookies onto a large ungreased baking sheet at least 2-inches apart. Bake for 10-12 minutes.