” they had to produce an atmosphere to, among other things, contain no oxygen “
That’s the theory. Early there was no oxygen in the atmosphere.
It's now acknowledged that the early atmosphere was rich in oxygen. New Evidence of Early Atmosphere and Life, Bulletin of the American Meteorological Society, Vol. 63:1328-1330 (Nov. 1982).