Renewable Energy Systems and Energy Efficiency Improvements Program Act of 2006 - Amends the Farm Security and Rural Investment Act of 2002, as amended by the Deficit Reduction Act of 2005, to increase and extend through FY2011 Commodity Credit Corporation (CCC) funding authority for renewable energy systems and energy efficiency improvements for farmers, ranchers, and rural small businesses.