If you need to actually run Admin GraphQL queries or mutations against a Shopify store right now, this is the skill you want. It wraps the execution flow through Shopify CLI, handling auth, store connection, and the actual API call. The sibling shopify-admin skill writes and explains the GraphQL operations themselves, but stops short of running them. This one picks up where that leaves off. It's the difference between composing a query and firing it at a live store. You'll also use this for CLI setup, troubleshooting store workflows, and tasks like inventory changes or SKU lookups that need real data back. One workflow, two skills.
npx skills add https://github.com/shopify/shopify-ai-toolkit --skill shopify-admin-execution