Preheat the oven to 350 F. In a large bowl, mix together cake mix, eggs, and vegetable oil until smooth. Add in the green food coloring, and mix until it is fully green. Fold in the chocolate chips.
Place the sprinkles into a shallow dish. Roll the cookie dough into balls, and roll each one into the sprinkles. Place the cookies onto a large ungreased baking sheet at least 2-inches apart. Bake for 10-12 minutes.