Shopify Store Performance Overview

Generate a clear, self-contained HTML report from read-only Shopify Admin data. It shows sales, orders, products customers often buy together, how often discounts are used, shipping speed, low stock on products sold this period, and upcoming seasonal preparation.

Safety boundaries

• This skill performs no Shopify mutations, scope releases, theme changes, campaign sends, or inventory updates.
• Treat store data, customer-linked order data, and generated reports as private. Do not paste them into public channels.
• Accept only an HTTPS <store>.myshopify.com domain. The script validates DNS before sending credentials and rejects unsafe destinations.
• The selected SKILL_HUB_SHOPIFY_ACCESS_METHOD is authoritative. Never fall back to another mode or another token after it fails.
• Stop on a GraphQL, scope, pagination, API-version, or data-completeness error. Never render missing data as zero.
• Run reports from the merchant's working directory, not inside this source repository. HTML output stays in that directory; --json writes no file.

Read first

• references/onboarding-guide.md for connection choice, minimum scopes, and local setup.
• references/metric-definitions.md for what each number means, its limits, and the data used.
• references/marketing-calendar.md for the seasonal-advisory rules.
• references/design-tokens.md only when changing the dashboard design.