Worker Amnesty and Opportunity Act of 2006 - Amends the Immigration and Nationality Act to provide for legal permanent resident status for certain undocumented or nonimmigrant aliens who are: (1) alien workers in an employee-shortage occupation and sponsored by a labor organization; (2) eligible for admission at a U.S. institution of higher education; or (3) at least 65 years old.