Stimulating Leadership in Cutting Expenditures Act or SLICE Act of 2006 - Amends the Congressional and Impoundment Control Act of 1974 to provide for expedited consideration of certain proposed rescissions in budget authority provided in Public Law 109-59 or in an appropriation Act.