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kasbsquallย 
posted an update 19 days ago
Post
4183
๐Ÿ”Ž UX Crime Scene โ€” every interface hides a crime.

Drop a screenshot of ANY website or app, and THE INSPECTOR โ€” a film-noir detective โ€” works it as a crime scene: he circles each UX flaw on the real pixels, names the charge, and files a verdict with a letter grade. A UX audit that plays like a detective thriller.

But the verdict is just the opening statement. Now it goes further:

โš–๏ธ THE TRIAL โ€” put the interface on trial. The guilty UI elements take the stand and defend themselves while the Inspector rules from the evidence.
๐Ÿ–ผ๏ธ THE RECONSTRUCTION โ€” one click and FLUX.2 Klein rebuilds the worst element FIXED, live. Before/after, on the real pixels.
๐Ÿ”Š THE VOICE โ€” hear the verdict read aloud (Kokoro, local, no keys).
๐Ÿšจ MOST WANTED โ€” a public rogues' gallery. Book your case onto a shared board where the city's worst interfaces are ranked by their crimes. Booked by the public.

Three small models, all on Modal (scale-to-zero), none over 32B:
๐Ÿ‘๏ธ Qwen2.5-VL-7B (vision agent) ยท ๐Ÿ–ผ๏ธ FLUX.2 Klein (reconstruction) ยท ๐Ÿ”Š Kokoro-82M (voice)

๐Ÿ“Š Human-graded: 84% grounding / 92% valid charges.

โ–ถ๏ธ Trailer: https://youtu.be/6u58YIEPrkA
๐Ÿ“น Full walkthrough: https://youtu.be/WyQbY0XJ_9E
๐Ÿ•ต๏ธ Try it: build-small-hackathon/ux-crime-scene

Built solo for #BuildSmallHackathon (Gradio ร— Hugging Face). Open the case โ€” the Inspector is waiting.

This is a really creative take on UX auditing! Turning interface reviews into a detective-style investigation makes the feedback both engaging and memorable. I especially like the reconstruction feature that shows fixes directly on the original design. It reminds me of how PeopleSmart reviews https://peoplesmart.pissedconsumer.com/review.html can help uncover patterns and insights through user feedbackโ€”sometimes the smallest details reveal the biggest issues.