Personally, I love how this rub helps you to achieve crispy skin on the chicken so I prefer to leave the skin on.  I will finish the chicken off at a higher temperature to create a crispy chicken skin on the outside instead of a rubbery skin. Follow the cooking directions for these Smoked Chicken Thighs and you will be golden!