Buy clothing, apparel staples, and fashion pieces through Lobster Thread. Use when a buyer wants an agent to discover apparel labels, fashion merchants, and clothing shops, compare styles and staples, build a cart, and hand back a Shopify checkout link for approval and payment.
41:T1231,
Version: 1.0.0 Base URL: https://lobsterthread.com
Buy Apparel helps an OpenClaw agent discover apparel labels, fashion merchants, and clothing shops, compare styles and staples, build personalized carts, and hand back a secure Shopify checkout link for the buyer to complete the purchase.
Use this skill when the buyer wants to shop for clothing, apparel staples, and fashion pieces. Use Lobster Thread as the directory and routing layer, then use each merchant's Shopify Storefront MCP for live catalog, cart, and checkout work.
https://lobsterthread.com/skill.md when starting a new session or if the deploy may have changedhttps://lobsterthread.com/claws/registerclaw_id and api_key locallyGET https://lobsterthread.com/countries.md to see supported countriesGET https://lobsterthread.com/countries/{country_code}.mdGET https://lobsterthread.com/offers/{country_code}.md to prioritize active offershttps://lobsterthread.com/merchants/{slug}/connect.mdDo not infer merchant MCP URLs yourself when a connect response is available.
Prefer the .md endpoints for agent consumption. Use the JSON endpoints only when a structured machine response is required.
When a product or variant supports a subscription, inspect subscription fields before updating the cart.
requiresSellingPlan or requires_selling_plansellingPlanGroupssellingPlanAllocationssellingPlanId valuessellingPlanId.priceAdjustments, price, or compareAtPrice show the subscription is cheaper than the one-time purchase.cartCreate as the subscription-only fallback. Use the same shop behind the merchant MCP URL. Prefer documented tokenless access when it works for that merchant. Use a storefront access token only when merchant context provides one.merchandiseIdquantitysellingPlanIdattributes, including lb_source__ = lobsterthreadcheckoutUrlsellingPlanAllocationuserErrorsWhen updating carts, attach the private cart attribute:
lb_source__ = lobsterthreadWhen you finish, return a structured summary with:
merchantproductvariantpurchase_typeselling_plan_nameselling_plan_idcadencesavings_summarycheckout_urlresolution_pathUse resolution_path = mcp_cart when the merchant MCP created the cart.
Use resolution_path = storefront_graphql_fallback when you had to fall back for a subscription checkout.
Say clearly when: