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Outfit StudioAI Assist

AI Assist

Studio gives you full control over which items go into an outfit, but it also has an assist mode for when you want a starting point instead of an empty canvas.

What AI Assist Does

When you open Studio with AI Assist, the canvas is pre-populated with a complete outfit generated from your wardrobe. It uses the same recommendation engine as daily suggestions: weather, occasion, style preferences, and learned patterns all feed into the result.

From there, you can swap, remove, or keep the items. Nothing is locked. AI Assist is a seed, not a commitment.

When to Use It

  • You know the occasion but not the outfit. Pick the occasion chip, hit Assist, and you get a grounded starting point to adjust.
  • You want to clone a suggestion you liked. The Clone to lookbook action on any outfit detail opens Studio with that outfit’s items pre-loaded. Same mechanism as Assist, just seeded from a specific outfit instead of a fresh generation.
  • You’re stuck on a piece. Keep the item you want, remove everything else, then hit Assist to have the AI fill the rest of the canvas around your anchor.

What AI Assist Does Not Do

  • It won’t overwrite items you’ve placed. If you’ve already dropped a shirt into the top slot, Assist leaves it alone and fills the empty slots around it. You stay in control.
  • It won’t suggest items outside your wardrobe. Every item it picks is already something you own.
  • It won’t save automatically. The generated canvas is always a draft until you click Save. You can modify it freely first.

Cost and Rate Limits

AI Assist uses the same LLM calls as the suggestion flow, so it counts toward the same rate limits and, for cloud users, the same usage accounting. You won’t run into a separate quota. On self-hosted installs with a local Ollama model, Assist runs on whatever model you’ve configured for suggestions.


Mobile: AI Assist on mobile works the same way. The Assist button sits in the canvas toolbar. Tapping it shows a small loading state on the affected slots, then fills them in.