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Star City Scout

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Star City Scout — Demo video

Star City Scout is a tool I built for my own world. I run a Lincoln Nebraska deals page, and turning deal screenshots into ready-to-post Facebook posts used to take forever. Drop in a screenshot and Scout reads the product name, sale price, original price, percent off, deal tag, and promo code using Meta AI. It writes a fresh caption opening, then builds a complete post kit: price in the caption only, ad disclosure, hashtags, and a Lincoln mom sign-off, with the promo code in its own first-comment block for easy copying. It can also generate a promo image for the post. It runs locally in your browser with your own Meta API key, which stays in the tab and is never stored or shared. Built with the Meta Model API: Muse Spark for screenshot reading and captions, Muse Image for pictures.

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