I find the wardrobe page very frustrating to use and I'd like to suggest some improvements.
1) Make my purchased items bigger. It's too hard to see what I own.
2) Make tags easy to use. I'd suggest a search box and a set of tags down the right-hand side of the screen. Display new or popular tags when I first go to wardrobe, and then display tags related to items I click on. Right now the only way to navigate to a tag is to find an item, go to its info page, and then click the tag. (Or memorize your URL scheme, which is silly.)
3) Make it easy to remove clothing and keep it from reappearing. Put a - or "remove" button next to all the clothing types instead of inside the wardrobe. Make the removal sticky too. If try on a jacket later in the session, when I click "take it off" my jacket from the outfit saved on my profile shouldn't reappear from nowhere. Right now, you have to navigate to a clothing type and lose your place in the shop in order to remove single items. For example, it's cumbersome to switch between pants and skirts because the pants stay on under the skirt and you have to go to the skirt page to remove the skirt.
I'd welcome other suggestions or thoughts. These three things would make it much easier for me.