No limit is enforced.
In practice, however, nothing is limitless, obviously. The technical limit is around 40,000 items. If you pass the technical limit, the server will return an error, and your Wardrobe items won't be shown.
Also note that your Wardrobe page will get slow if you show too many items at once.