Gooogle for "treat mould"
Paint with mould killing paint (I used zinsser perma white on my mouldy bathroom ceiling)
Put in the insulation
If painting; more Zinssers
Ensure cupboard is ventlated
You could even consider installing slats spaced away from the wall to keep the clothes away from the wall and allow air to circulate