white oil based undercoat will cover over it drys in a couple of hours too make sure everything well covered as its oil based and you have plenty of ventilation as it is quite stroung when wet
if the paper wont come off id skim over it wouldnt unibond it though unless the chalk is showing from the plasterboard then id unibond the chalk to kill the suction