Yes, you can use skin on chicken for this recipe. Make sure to get pesto both under and over top of the skin for the best flavoring. Start with the skin side down, then flip upright halfway through cooking. After you flip the chicken, bump the temperature to 400°F to achieve a crispy skin during the latter half of the cooking process.