Fossil Creek Wild and Scenic River Act of 2006- Amends the Wild and Scenic Rivers Act to designate specified segments of Fossil Creek, a tributary to the Verde River in Arizona, as components of the national wild and scenic rivers system. Requires the Secretary of Agriculture to submit a river management plan for the designated segments.