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Other try-ons show you a dress. Complete Look shows you the whole outfit, in colours chosen for your skin tone, on you
A generic AI guesses what your group might like; Common Ground knows what each of you loves and finds the plan where those tastes overlap.
Finds hand-rolled UI drift from your design system, migrates it, and proves the fix is safe by actually rendering it and never a guess.
Agents ship the change; a policy file in the repo decides when a human has to look. Docs go live untouched; UI and AI changes get one approval and an evidence pack.
A self-hosted MCP server that gives Alexa+ a wardrobe. It suggests outfits, shows you wearing them on your own photo through a real try-on app, and remembers what you picked.
Virtual try-on that runs entirely in your browser. Its catalog search, try-on, save and compare are WebMCP tools and an AI agent proposes outfits, you judge the fit. No server, no uploads.
