# rote

- **Event:** [AI Engineer World's Fair Hackathon 2026](https://cerebralvalley.ai/e/aiewf-hackathon-2026)
- **When:** Jun 27 at 9:00 AM – Jun 28 at 5:00 PM (PDT)
- **Where:** San Francisco, CA
- **Placement:** 3rd Place
- **Team:** [Jin Choi](https://cerebralvalley.ai/u/gorajing), [Riccardo Bollati](https://cerebralvalley.ai/u/Bolla), [IkJun Choi](https://cerebralvalley.ai/u/ikjunchoi), [Xiermaimaiti Xiahamuhamaiti](https://cerebralvalley.ai/u/ShahArslan)
- **GitHub:** https://github.com/gorajing/rote
- **Gallery:** https://cerebralvalley.ai/e/aiewf-hackathon-2026/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/aiewf-hackathon-2026/hackathon/gallery/54

Rote is a self-improving computer-use agent for real desktop work. When a task is new, Gemini Computer Use drives the browser or Mac app live; Rote records the run, compiles it into a reusable skill, verifies it against ground truth, and stores it so future requests replay instantly with zero model calls across devices and users just like stack overflow.

It gets faster as it works: searching skill memory, replaying verified workflows through chat or voice, recovering from UI drift, and showing progress through a native Mac notch companion. Rote turns Computer Use from a one-time remote control into a growing library of verified abilities.

---

Markdown version of https://cerebralvalley.ai/e/aiewf-hackathon-2026/hackathon/gallery/54. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt