What was built
- Diagnosis and creative-transform workspaces.
- Craft references, revision controls, and before/after comparison.
- Fixture-backed local workflow with a model-ready lane.
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Writer's Workbench
Diagnose AI-shaped prose and restore the writer instead of replacing them.
A writing-quality workbench for diagnosis, craft signals, voice preservation, transformation, comparison, and export.
Most AI writing tools optimize generic smoothness and erase the exact voice, texture, and lived specificity worth preserving.
Visible receipts
- Working Vite prototype.
- Generated regression drafts and deterministic local path.
- Public-safe interface capture.
Public boundary
Public proof uses synthetic or approved fixture writing. Private drafts are not uploaded by default.
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