Tax Reform Action Commission Act of 2003 - Establishes in the legislative branch a Tax Reform Action Commission to make specific recommendations to Congress for the reform of the internal revenue laws in a manner that produces a system that is: (1) simple, transparent, and efficient; (2) fair and equitable to all Americans; and (3) neutral between different activities and between current consumption and future consumption.