Write or explain Admin GraphQL queries and mutations for apps and integrations that extend the Shopify admin. Use when the user wants to understand, design, or generate the operation itself—even before deciding how to run it. Do not choose admin first for app or extension config validation —use `use-shopify-cli`. Do not choose admin first to execute Admin GraphQL now via Shopify CLI or for CLI setup/troubleshooting on store workflows—use `use-shopify-cli` (store auth/execute, handle/SKU/location lookups, inventory changes).
$npx -y skills add shopify/shopify-ai-toolkit --skill shopify-adminInstalls into the current project.
Run `npx skills use "https://github.com/shopify/shopify-ai-toolkit" --skill "shopify/shopify-ai-toolkit/shopify-admin"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/shopify/shopify-ai-toolkit" that are relevant to the current task. Run `npx skills add "https://github.com/shopify/shopify-ai-toolkit"` and select the relevant skills, then follow their instructions.