# Quiff

- **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:** [Biprayan Choudhuri](https://cerebralvalley.ai/u/codeneuron58)
- **GitHub:** https://github.com/CodeNeuron58/quiff
- **Demo video:** https://www.youtube.com/watch?v=I6cExCyKC2A
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1488

Quiff teaches your computer a chore once. You describe it in plain words, or say it with Windows voice typing. You point it at a website or a Windows app, and you can attach a spreadsheet.

Meta's Muse Spark does the chore the first time. Quiff turns the screen into a numbered list of controls, read from Windows UI Automation and Chrome's DevTools protocol with no screenshots, and Muse Spark picks one control per step. Plain code checks every result. An approval guard asks before anything irreversible, like Submit, Pay or Delete.

The run is saved, and every repeat is a replay with zero AI calls. A spreadsheet chore replays every other row with its own values.

In our tests:

a login took 15.0 s on the first run and 2.2 s on replay;
ten orders from a spreadsheet took 32.6 s and 9 AI calls, all on row 1.

Quiff runs from a small app (Quiff.cmd) or the command line, and shows each step in an on-screen overlay. It was built during the hackathon: the pre-hackathon tag holds only the starting skeleton.

## More from Meta Global AI Developer Hackathon

- [AetherX](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1485)
- [WhatsLab](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1486)
- [Core Robot](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1487)
- [Tanya George](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1489)
- [Toon It](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1490)
- [Baalam](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/1491)

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