Shopify Catalog Audit

Finding the problems, not fixing them. This is the FIND stage of catalog work: it produces a ranked, justified list of product-data defects and hands them off. The FIX stage lives in sibling skills: shopify-catalog-cleanup (archiving/debris), shopify-seo-metadata (missing SEO meta), shopify-alt-text (missing image alt). Don't mutate here.

The core principle: on a catalog too large to eyeball, don't read every PDP. Build a cheap deterministic index over the whole catalog, let the model form justified hypotheses about where problems cluster, deep-read only that slice, then verify against the Admin API. The full method is in references/triage-method.md; the GraphQL recipes are in references/queries.md.

Store access