Theres a big difference between breathable atmosphere and atmosphere and temperature sufficient to allow heavily clothed excursions with supplemental oxygen. Getting it to the latter point would be relatively easy.
A really-really deep pit mine could collect the remaining atmosphere. Larry Niven would probably chuckle-Canyon.