Preheat the oven to 350 F. In a large bowl, combine cake mix with eggs and vegetable oil until smooth. Add in the green food coloring, and mix until it is fully green.
Fold in the chocolate chips. Use a cookie scoop to place the cookies onto a large ungreased baking sheet at least 2-inches apart. Bake for 10-12 minutes.