FixLens

FixLens is a visual repair companion for everyday bicycle problems. A rider uploads a photo, selects a reported symptom and bike type, and receives a cautious, step-by-step repair plan. Meta Muse Spark interprets the photo and rider-provided context, while Meta SAM can highlight a candidate bicycle part in the image. Riders can tap the part they want SAM to inspect. FixLens distinguishes live AI results from example plans and explains that a photo cannot confirm a hidden fault or prove a bicycle is safe to ride. It aims to make the first inspection steps clearer while encouraging riders to consult a mechanic when needed.