API capability pack for bounded Shopify Admin GraphQL operations over the 2026-04 Admin API. Enroll a shopify API connection with base_url set to the merchant shop host, for example https://example.myshopify.com; each operation posts to /admin/api/2026-04/graphql.json. The connection must carry a Shopify Admin API access token using Shopify's X-Shopify-Access-Token header. The pack reads shop metadata, products, product variants, inventory items and levels, customers, orders, fulfillments, and tracking details through fixed GraphQL documents. It also bundles a scheduled store operations digest, an AI-assisted order and fulfillment review brief, and approval-gated order triage update workflow. The bundled recipes only use order.note.update and order.tags.add as writes. It exposes only narrow approval-gated daily writes: turn a product on/off, rename a product, update one variant price, update an internal order note, and add/remove order tags. It does not expose arbitrary GraphQL, storefront buyer APIs, product creation, inventory edits, fulfillment creation or updates, refunds, cancellations, order edit sessions, webhooks, or app billing.