Death Tax Repeal Permanency Act of 2005 - Provides that the sunset provisions of the Economic Growth and Tax Relief Reconciliation Act of 2001 (i.e., December 31, 2010) shall not apply to the repeal of the Federal estate tax and generation-skipping transfer tax (thus making such repeal permanent).