In a large bowl, combine the cereal and melted chocolate. Pour into a gallon sized bag.
Add the cake mix and powdered sugar to the bag. Seal the bag, shake vigorously until the cereal is full coated.
Top with sprinkles and serve.
Store in an airtight container for up to one week.