Family/archive operator
Uses the system to move work with clearer state, context, and next action.
Implementation page · Source-to-Canon
CookbookOS implementation
This page explains the system pattern behind the demo: what it is, why it exists, who it serves, and what stays private.
What this system is
A source-to-canon workbench for recipes and similar source material.
Why it exists
It exists because OCR and drafting are useful only when uncertainty and human review remain visible.
Who it serves
Reviewer
Uses the system to move work with clearer state, context, and next action.
Future reader
Uses the system to move work with clearer state, context, and next action.
Workflow loop
Preserve original page
Create an OCR or draft interpretation
Flag uncertainty
Review by a human
Publish a canon recipe with a receipt
Interface surfaces
Original page view
Public page shows the shape; private implementation details are omitted.
Draft interpretation
Public page shows the shape; private implementation details are omitted.
Uncertainty queue
Public page shows the shape; private implementation details are omitted.
Canon recipe
Public page shows the shape; private implementation details are omitted.
Receipt
Public page shows the shape; private implementation details are omitted.
Data model, high level only
Source pageDraft textUncertainty flagReview stateCanon record
Safety / private boundary
Public
- System purpose
- Workflow loop
- Interface surfaces
- High-level data shape
Omitted
- Private family material
- Unpublished source images
- Personal notes
- Live archives
Role relevance
Knowledge SystemsContent OperationsAI OperationsInternal Tools
30-second interview explanation
CookbookOS takes a messy workflow and turns it into a structured, reviewable system. The public demo shows the workflow shape with synthetic data; the real value is the operating pattern: intake, source context, structured record, human review, next action, and receipt.
What I would improve next
Better side-by-side review
Clearer uncertainty controls
Improved export formatting