You could try something else to keep your hands busy, such as knitting or crocheting or using a stress ball or fidget toy. Also perhaps there is an object you could pick at instead of your skin. I like to get loofahs from the dollar store and pull them apart.
Edit- Also try wearing gloves perhaps, makes it harder to pick.