I keep a bottle of Oak-N-Ivy brand product called tecnu outdoor skin cleanser. If I have been in contact with the poison oak or ivy I wash the oil off with the tecnu. Works very well if used promptly.
I quite often have to throw away a perfectly good pair of leather gloves due to contamination of the oils. Small price to pay.