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ExitForge

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

Demo video · duclucky.github.io/…

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.

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