Reduce the impact of itchy skin by using less bath soap. Generally we use way too much soap on our skin. This washes away the natural body oils that are there to protect the skin.
Let the water do most of the cleaning and only use soap sparingly.
If you have itchy legs, do not use soap on them. Wash them with water. You will be clean and your itchy legs will have a chance to recover naturally.