Place the chocolate chips and peanut butter into a large microwave-safe bowl, and heat in the microwave in 30-second intervals, stirring until it is fully melted and smooth.
Fully coat each potato chip into the melted chocolate mixture, and set onto plates. Refrigerate for at least 20 minutes.