Dados e Análise

Run a preflight health check on memem — Python version, mcp dep, claude CLI, vault writability, capabilities. Use when the user reports memem misbehaving, has just installed the plugin, or asks "why isn't this working".

Navigate Spree's canonical data model — the Catalog (Product/Variant/OptionType/Taxon/Property/Metafield), Pricing (Price/PriceList), Order graph (Order/LineItem/Adjustment/Shipment/Payment/PaymentSession/Refund/Reimbursement), Inventory (StockLocation/StockItem/StockMovement), Shipping (ShippingMethod/Zone), Promotions, Identity (User/Role/Address/StoreCredit/GiftCard), Taxes, and the v5.4+ Marke

Work with BigCommerce catalog — products, variants, options, modifiers, categories, brands, metafields, images, and bulk operations. Use when managing product data programmatically or building catalog integrations.

Build custom Medusa v2 modules — DML data models, services extending MedusaService, loaders, module links, and container registration. Use when creating custom modules.

Write PHP tests with PHPUnit — unit tests, mocking, data providers, assertions, test doubles, and TDD workflow. Use when writing tests for WooCommerce extensions or PHP projects.

Turn a signal into testable hunt hypotheses, scope, datasets, and success criteria

Show memem status for returning users, or the full welcome for brand-new users. Use when the user wants to check memem or learn about it.

Re-show the full memem welcome screen regardless of whether the user has seen it before. Use when the user wants to see the intro, tutorial, or welcome again.

Enterprise Platform architecture assistant. Use for questions about Customer Management, Billing & Payments, Analytics & Insights, or any Enterprise Platform architecture topic.

Use BigCommerce REST APIs — V2 and V3 endpoints, authentication, rate limiting, pagination, filtering, batch operations, and error handling. Use when integrating with BigCommerce data via REST API.

Optimize WooCommerce performance — object caching, transients, HPOS, database optimization, Action Scheduler, lazy loading, and query optimization. Use when improving store performance or diagnosing slowness.

Implement WebMCP tool annotations — readOnlyHint, destructiveHint, idempotentHint safety hints that inform browser permission prompts and agent behavior. Use when marking tools with appropriate safety metadata.