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Product

Problem

This inventory is not sunglasses. There are no size/color variations of one SKU. Every slab is a unique unit and a unique listing: unique photos, categorization, title, short title, description, price, and tags.

Shooting photos is tedious. The work that makes the business run starts after the photos exist: produce a listing a buyer can find, filter, and want on the product page.

What "done" means

A slab is ready to create on WooCommerce when all of this is present:

  • One or more inventory photos (uniform appearance on the site)
  • SKU, length, thickness, price
  • Species, wood category, edge type, figure, grade
  • Thickness band, moisture
  • At least one fig-* tag
  • Title, short title, description
  • feat-* tags optional

Species + one figure is not enough. The store taxonomy (categories, attributes, fig-* / feat-* tags) is the filter system. Copy sits on top of measured facts.

Who decides

Field Who
Length, thickness User types
SKU User types
Mask / crop App proposes, user approves on the photo
Widths, sqft, bdft App computes from the approved reference photo + length/thickness
Species, wood category, edge, figure, grade, tags App may propose; user reviews; all editable
Price App proposes bdft × species $/bdft; user may override
Title, short title, description Templates from facts; optional Generate text later; user edits

Non-math decisions stay mutable until submit. Math follows docs/CAPTURE.md.

After Slice 1

  • Templates always build title / short title / description from facts. LLM prose is optional and never required to publish.
  • FastAPI is the only Woo caller. Browser never holds store secrets.
  • Practice SKUs SLAB-UAT-* create as draft even if settings say publish.
  • Duplicate SKU stops the create. No update path in this version.
  • Vision / Call 1 / Call 2 only after a manual listing path works. Inference off must still produce a complete listing.

Depth that is no longer live: docs/archive/CONTENT-WOO.md, docs/archive/DATA-MODEL.md, docs/archive/PROMPTS.md.