App stack advisor — essential apps by business stage, cost optimization, performance impact analysis
Turns public Shopify App Store review rows into a prioritized P0-P3 triage brief with an explicit needs-human-read bucket, where every item keeps its public source link and is…
Run a pre-submission compliance check against your Shopify app's codebase. Reviews App Store requirements and surfaces likely issues before you submit for official review.
Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.
Build Shopify Plus B2B features with companies, catalogs, and wholesale pricing. Use when setting up wholesale accounts, creating price lists, or configuring B2B checkout with…
Governs and executes bulk Shopify catalog work across products, taxonomy, variants, tags, metafields, collections, CSV imports, inventory fields, and data quality.
Checkout optimization — Checkout Extensibility, custom fields, express payments, trust elements
Optimize Shopify app costs through plan selection, API usage monitoring, and Shopify Plus upgrade analysis.
Develops evidence-led ecommerce ad concepts, hooks, briefs, and creative tests. Use for message and asset strategy, not media-budget changes or fabricated UGC.
MUST be used first when prompts mention Metafields or Metaobjects. Use Metafields and Metaobjects to model and store custom data for your app.
The Customer Account API allows customers to access their own data including orders, payment methods, and addresses.
Handle Shopify customer PII, implement GDPR/CCPA compliance, and manage data retention with Shopify's mandatory privacy webhooks.
Dropshipping setup and scaling — supplier integration, automation, pricing strategy, customer experience
Email automation flows — welcome series, abandoned cart, post-purchase, win-back, browse abandonment
Implement Shopify Plus access control patterns with staff permissions, multi-location management, and Shopify Organization features.
Builds and debugs Shopify themes (.liquid files, theme.json, sections), develops custom Shopify apps (shopify.app.toml, OAuth, webhooks), and implements Storefront API in — from…
Designs and audits Shopify Flow workflows with triggers, conditions, actions, tests, failure handling, and rollback. Use for automation specifications and QA.
Build Shopify Functions for custom discount, payment, and delivery logic in a WASM sandbox. Use when creating custom discount rules, payment customizations, delivery options, or…
Google integration — Shopping feed, Performance Max, free listings, Merchant Center optimization
Execute Shopify incident response with triage using Shopify status page, API health checks, and rate limit diagnosis.
> Integration skill for Shopify Payments and Orders CSV exports. Activate when the user uploads a Shopify CSV, Shopify payments export, Shopify orders export, or mentions Shopify…
Multi-location inventory — transfers, low stock alerts, demand forecasting, safety stock, ABC analysis
Core Shopify Liquid templating best practices for performance, maintainability, and clean code
Load test Shopify integrations respecting API rate limits, plan capacity with k6, and scale for Shopify Plus burst events (flash sales, BFCM).
Configure Shopify local development with Shopify CLI, hot reload, and ngrok tunneling. Use when setting up a development environment, configuring test workflows, or establishing a…
Customer loyalty and rewards — points systems, VIP tiers, referral programs, app selection
Plans and manages Shopify assortment, collections, sorting, product cards, bundles, cross-sells, upsells, and inventory-aware merchandising.
Platform migration to Shopify — from WooCommerce, Magento, BigCommerce, data transfer, URL redirects
Migrate e-commerce data to Shopify using bulk operations, product imports, and the strangler fig pattern for gradual platform migration.
Shopify product search and store policy lookup with Chatsi Product Genius AI analysis. Use when users ask about products, prices, availability, shipping, returns, or store…
Set up observability for Shopify app integrations with query cost tracking, rate limit monitoring, webhook delivery metrics, and structured logging.
Get started building on Shopify. Use when a developer asks to build an app, build a theme, create a dev store, set up a partner account, scaffold a project, or get started…
Set up and connect a Shopify store from your AI assistant. Use when the user wants to: set up my Shopify store, connect my store, install Shopify plugin, get started with Shopify,…
Reviews and manages Shopify orders, payments, fulfillment, edits, returns, refunds, cancellations, fraud flags, and exceptions. Use for controlled order operations.
The Partner API lets you programmatically access data about your Partner Dashboard, including your apps, themes, and affiliate referrals.
The Payments Apps API enables payment providers to integrate their payment solutions with Shopify's checkout.
Add custom actions and blocks from your app at contextually relevant spots throughout the Shopify Admin.
Build your app's primary user interface embedded in the Shopify admin. If the prompt just mentions `Polaris` and you can't tell based off of the context what API they meant,…
Build custom functionality that merchants can install at defined points in the checkout flow, including product information, shipping, payment, order summary, and Shop Pay.
Build custom functionality that merchants can install at defined points on the Order index, Order status, and Profile pages in customer accounts.
Build retail point-of-sale applications using Shopify's POS UI components. These components provide a consistent and familiar interface for POS applications.
Create and manage Shopify products via the Admin API. Workflow: gather product data, choose method (API or CSV), execute, verify.
Implement reliability patterns for Shopify apps including circuit breakers for API outages, webhook retry handling, and graceful degradation.
Turn public 1-3-star Shopify App Store review rows into a P0-P3 triage brief: incident risk, repeated friction, pricing confusion, feature requests, and an explicit…
Best practices for creating comprehensive section schemas with all setting types
Audits and plans Shopify technical SEO, page targeting, collection and product optimization, content, schema, and internal links. Use for organic-search decisions.
Set up Shopify CLI auth and Admin API access for a store. Workflow: install CLI, authenticate, create custom app, store access token, verify.
Reusable Liquid snippet patterns with proper documentation and parameter handling
Store speed audit — lazy loading, image compression, app bloat removal, theme code optimization
Shopify Store Auditor. Activate when a user wants to improve, audit, or optimize a Shopify store. Triggers on: "audit my Shopify store", "why are my conversions low", "improve my…
Audits a Shopify store across customer journey, merchandising, trust, performance, measurement, and operations. Use for whole-store reviews, not a single-page rewrite.
Manage Shopify store for supplement subscription businesses. Use when creating products, managing inventory, processing orders, setting up collections, configuring subscriptions,…
Build headless storefronts with Shopify's Storefront API and Cart API. Use when building custom frontends, setting up Hydrogen, querying products for customer-facing apps, or…
Subscription program setup — recurring billing, frequency options, churn reduction, lifetime value
Drafts policy-grounded Shopify support responses, macros, escalation notes, and FAQ plans. Use for customer-service work without inventing order facts or promises.
Expert Shopify theme development with Liquid, Online Store 2.0, and performance best practices
Theme speed and UX optimization — Core Web Vitals, Liquid code, image loading, mobile responsiveness
Optimize Shopify theme performance for Core Web Vitals (LCP, CLS, INP). Use when diagnosing slow page loads, fixing lazy-loaded hero images, profiling Liquid render times, or…
Upsell and cross-sell strategy — product recommendations, cart upsells, post-purchase offers, bundles
Plans, routes, executes, and verifies routine Shopify virtual-assistant tasks across products, catalogs, orders, content, support, and reporting. Use as the VA task owner.