Your choices stay yours
How your closet learns
Your initial palette and outfit preferences, garment categories and colours help rank your own wardrobe. Viewing, locking, swapping, planning, or generating a try-on never counts as wearing anything.
Optional automatic Style Memory
Style Memory is off until you explicitly enable it. It is an optional recurring upgrade for members; complimentary accounts receive access without a payment. It learns from clothes you confirm wearing and combinations you wear together. You are not asked to rate outfits, and old likes, skips or manual preference scores are not used. The checkout displays the actual configured Stripe price before purchase. Basic styling from your starting choices, colour rules and confirmed clothing details remains included with membership.
One set of controls
Pause learning to stop new confirmed wears contributing to rankings and ignore previous learned counts and co-wear signals. Your factual wear count and last-worn date can still be recorded. Erase learned preferences clears ranking counts, saved co-wear groups and any old ratings, then pauses learning. Your clothes and factual wear history remain. After erasure, previously recorded factual wears are not imported back into learning.
You can pause, export or erase your data after upgrade access ends. Pausing or erasing learning does not cancel a subscription. Cancel paid access separately in Membership. You can change your initial choices or remove your optional age range in style settings.
What the ranking does
With learning enabled and available, it favours pieces and known colour families you confirm wearing more often and remembers combinations worn together. It avoids items marked in laundry or needing care. Confirmed mood, occasion, warmth and rain-readiness details and weather you choose to load can refine suggestions. Missing details are not invented.
What we do not infer
Age does not determine allowed styles. The ranking does not infer health, body measurements, waterproofing, garment warmth, brand, material, or fit. Colour rules are approximate, not a promise that an outfit will suit you. Unknown or patterned colours are not treated as verified matches.
Storage and sharing
Learning settings and co-wear groups stay with your private Closet Muse account and are included in account export and deletion. They are not shared with Gift Circle or sent to an external AI provider for wardrobe ranking. This system does not train a general AI model. Optional photo identification and Try On have separate consent disclosures.
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