Reliable Farm Safety Net Act - Amends the Federal Crop Insurance Act to establish permanent authority (beginning with crop year 2007) for the Secretary of Agriculture to provide disaster relief to qualifying agricultural producers who incur crop or livestock losses as a result of damaging weather or related condition in federally declared disaster areas.