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

LearnQuiz turns a company's own SOPs into bite-size quiz training that new hires practise on their phones until they reach the company's benchmark. The problem: onboarding usually means "read the binder". People skim it and forget it, and the first time anyone finds out is a mistake on the job. Practice beats reading, so LearnQuiz turns the company's own documents into practice. How it works: HR uploads the procedures for a job role (a PDF or pasted text). Meta Muse Spark 1.3 builds a curriculum of concepts, prerequisites and critical steps, then writes grounded questions. Every explanation quotes the source document, and code checks each quote against the material. The company invites learners by link or QR code. They practise in five-minute sessions on Android or the web and rate how sure they are before each answer. A confident mistake on a critical step gets different feedback and comes back sooner; spaced repetition (FSRS) and knowledge tracing (BKT) schedule reviews and estimate mastery. Managers see who is ready against the role's benchmark and which confident errors on critical procedures need a conversation. Anyone can also learn any topic at https://app.learnquiz.com/start, which uses more of the Muse family: the placement result is written by open-weight Muse Spark Open on Fireworks, Muse Wonder orders sessions, Muse Image draws diagrams and Muse Voice Transcribe hears spoken answers. Generated content is labelled with the model that wrote it, and a Model trace shows every call. Try it without signing up: choose Continue as guest at https://app.learnquiz.com HR demo login: judge@northwind.learnquiz.test / LearnQuiz-Judge-2026 (fictional Northwind Logistics) Android APK: https://github.com/cristianuibar/learnquiz/releases/latest/download/learnquiz.apk Site: https://learnquiz.com Built solo by Cristian Uibar from October 27 to November 4, 2026, during the hackathon window; only the name, the domain and an unused mood board existed beforehand. Claude Code and Codex agents wrote the code under Cristian's direction. Open source under the MIT licence.