Taurine – Taurine, which coincidentally rhymes with chlorine, is an amino acid that can help remove the pool chemical from your body. One capsule will stay in your system for about 48 hours. Vitamin E, Vitamin D, and Iodine supplements also can help minimize chlorine's effects on the body.