Quit Smoking Incentive and Opportunity Act of 2003 - Amends the Internal Revenue Code to allow a limited credit for the qualified tobacco use cessation expenses (approved cessation products and counseling) of a taxpayer, the taxpayer's spouse, or any dependent of the taxpayer.