Variant Copy Scaler

Installation
SKILL.md

Variant Copy Scaler

Scale one master product description across many variants so each page is distinct enough to rank and to answer "is THIS the one I want," without rewriting the brand story per SKU. The costly mistake this prevents is twofold: thin near-duplicate pages that compete with each other and dilute authority, and the wasted effort of hand-writing thirty full descriptions when only 20% of each page should differ.

Operating procedure

The order is strict: the indexing decision comes before any copy, because consolidation makes per-variant copy unnecessary and writing it first wastes the work.

Step 1: Gather inputs

  • The master description (the parent PDP copy). If it does not exist, stop and route to product-description-writer first.
  • The full variant matrix: every color, size, and bundle, with SKU and any attribute that genuinely differs (dimensions, weight, price, materials).
  • Platform behavior: does each variant mint a separate indexable URL, or does one URL serve all variants via a selector?
  • Brand voice constraints, if documented.

Stop if the master or the matrix is missing.

Step 2: Decide the indexing strategy first

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Variant Copy Scaler — skillmedev/ecommerce-dtc-ops