It could be contact dermatitis from poison ivy, detergent or perfume you are allergic to..
If the itch started on the knuckles of your hands, it could be scabies mites.
Your skin could be itching for several reasons. Allergies, dry skin, a virus or even Vitamin A overdose are just some possibilities. See your doctor to get the answer.