# Shifu

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [rishul matta](https://cerebralvalley.ai/u/dev_melb)
- **GitHub:** https://github.com/rishulmatta/shifu
- **Demo video:** https://youtu.be/Zzgw9YHknU4
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/146

Shifu
Any topic, taught by the best moments on YouTube, and checked until it sticks.
Hosted on - https://shifu-nine.vercel.app/

People already learn from YouTube, but from scattered videos with no order and no check that anything stuck. Search ranks videos, not explanations. Nothing tells you which ninety seconds of which video teaches the one thing you're missing.

Shifu (師父, Mandarin for master) turns a topic, a goal and a time budget into a structured course. It plans modules, concepts and learning objectives in prerequisite order, searches YouTube for candidate videos, reads their captions, and locates the exact span of a video that teaches each objective. Those clips play in order through the official YouTube embed, with recall practice woven in: check questions where every wrong option names a misconception, flashcards, a mixed quiz, and a teach-back where you explain the module aloud and a simulated student asks about the gap. The course opens with your goal turned into scenario questions you answer cold, and closes with them again: "Before: 1 of 4. Now: 4 of 4."

Miss a question and Shifu plays a different creator whose explanation best clears up the mistake you made, then asks a question aimed at it. A coach reshapes the course as you go: ask for more practice, the basics behind an idea, a different explanation, to skip ahead, or to add a lesson on something the course doesn't cover, and the change is built from fresh clips and grows into the mind map. Tell Shifu why you're learning and questions are set in your world.

## More from Meta Global AI Developer Hackathon

- [mabarint](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/143)
- [ShowMi ASO](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/144)
- [ShopMitra Labs](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/145)
- [QuickXBuild](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/147)
- [CurrentSky](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/148)
- [oqed](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/149)

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