# ExitForge

- **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:** [Ducky](https://cerebralvalley.ai/u/0xDucky1st)
- **GitHub:** https://github.com/duclucky/exitforge
- **Demo video:** https://duclucky.github.io/exitforge/
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/810

When a freelance contract ends, unfinished client work can outlive workspace
access. An authorized export preserves records, but can lose the process needed
to request revisions, approve deliverables and complete the handoff.

ExitForge turns Notion-style Markdown/CSV exports and ordered workflow screenshots
into a reviewed, editable application. Meta Muse Spark Open interprets fields and
visible action effects. A deterministic resolver supplies every explicit source
relationship; typed validation rejects unsupported behavior. The user chooses the
revision policy and explicitly confirms before actions run.

The demo follows an independent designer: Brand launch cannot be handed over
while Logo pack is unapproved. Revision affects its linked project; approval
permits handover and creates exactly one contextual local follow-up. The designer
downloads one HTML file, disconnects, creates the next client project and continues
using the same guard. A separate project-only ZIP contains a passive recipient
page and selected files; the full editable workspace stays separate.

Try https://exitforge.site. Client-delivery and editorial examples contain actual
saved Meta responses on synthetic sources; opening them makes no new API call.
The shared new-input AI trial is exhausted, while saved examples, manual review,
import and exports remain available. No customer account connection is required.

Original permissions and external messages are not recreated. Real-user demand,
time savings and adoption remain unmeasured. The implementation and evidence
distinguish source facts, raw model output and human decisions.

## More from Meta Global AI Developer Hackathon

- [Crop Check](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/807)
- [Team Nihan](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/808)
- [Silvosa's Workshop](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/809)
- [Origo Labs](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/811)
- [AdiSaan - TBWIM](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/812)
- [Dealmatch](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/813)

---

Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/810. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt