Lyndon Johnson actually said...
When matters are to be considered by the Council which affect the interests of Federal agencies (including, as used in this order, executive departments and other executive agencies) the heads of which are not members of the Council, the Chairman of the Council shall invite such heads to participate in the deliberations of the Council.
03/28/1968