Take out the frozen drumsticks from the freezer. Take out all packaging, and rinse the chicken with water to soften away any ice from your surface area.Area the frozen chicken drumsticks in the air fryer basket and time with half of your seasoning, and spritz with olive oil. Set the air fryer to 380ºFile for 15 minutes and cook on one particular f