# edith

- **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:** [JUAN CARLOS CARRASCO](https://cerebralvalley.ai/u/jca)
- **GitHub:** https://github.com/jccarrascov-sudo/edith
- **Demo video:** https://youtu.be/gGgx0su-UTc
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3316

Edith is a desktop assistant that learns a task from a single demonstration, has Muse Spark compile it into a verified program, and repeats it with new inputs in about a second, without touching your screen.

I'm a student, and every week I repeat the same digital chores by hand: copy data from a spreadsheet, fill a document, send it to the next person. Each one takes minutes, and none of it is hard, just repetitive. Existing assistants either only remember your screen or click around it slowly and unreliably.


Every recipe is compiled to the lowest execution level that reproduces the result (direct file manipulation first, then app automation, then UI automation). Before a recipe is saved, it runs on copies of your files and its output is compared with what you did by hand. Results are always previewed before they touch the real files. The method draws on published research on skill-inducing agents (ASI), API-first agents (AXIS) and self-improving skill libraries (SkillWeaver), adapted to a personal PC.

A minimal soft-UI interface that follows the Windows light/dark theme. At rest it is a single dot, and everything else appears only when needed.

Your screen stays on your PC. Only what you ask Edith to do reaches the cloud model.


A practice mode where Edith rehearses variations of tasks you already do, support for more apps, and shareable recipes.

Muse Spark (Meta Model API), [local Meta open-weights model], [SAM 3.1], [your stack: Python / Electron / Tauri…], Windows UI Automation

## More from Meta Global AI Developer Hackathon

- [RoboLN AI](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3313)
- [Or Bibi](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3314)
- [Bharat Bench-AI Judge](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3315)
- [Upscale](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3317)
- [Stylingu](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3318)
- [MoveScope](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/3319)

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