Hurricane Katrina Fast-Track Refunds for Working Families Act of 2005 - Amends the Internal Revenue Code to allow an advance payment of the earned income tax credit and the child tax credit in 2005 for taxpayers in a Hurricane Katrina disaster area who received such credits for a taxable year ending in 2004.