The link literally says the exact opposite of OP's title. I don't see anywhere that Johnson's first official act was to revoke it?

"After Mr. Kennedy was assassinated just five months later, no more silver certificates were issued. The Final Call has learned that the Executive Order was never repealed by any U.S. President through an Executive Order and is still valid. Why then has no president utilized it?"