Place the chocolate chips into a microwave-safe bowl. Heat in the microwave in 30-second intervals, stirring well until it is fully melted and smooth.
Fully coat each potato chip into the melted chocolate. Set onto a large plate, and decorate with the sprinkles. Let sit until the chocolate has completely set.