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Choose between Shopify app architectures: embedded Remix app, headless storefront with Hydrogen, standalone integration, or theme app extension. Use when starting a new Shopify project and deciding which architecture pattern to follow. Trigger with phrases…
原文语言：英语
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 purchase orders. Trigger with phrases like "shopify b2b", "shopify wholesale",…
原文语言：英语
Build Checkout UI Extensions to customize Shopify checkout with sandboxed React-like components. Use when replacing checkout.liquid (deprecated Aug 2025), adding custom fields to checkout, displaying banners, or reading checkout state with hooks. Trigger with…
原文语言：英语
Configure CI/CD pipelines for Shopify apps with GitHub Actions, API version testing, and Shopify CLI deployment. Use when setting up automated testing, deployment pipelines, or API version monitoring for Shopify apps. Trigger with phrases like "shopify CI",…
原文语言：英语
Diagnose and fix common Shopify API errors including 401, 403, 422, 429, and GraphQL errors. Use when encountering Shopify errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "shopify error", "fix shopify",…
原文语言：英语
Manage Shopify products, variants, and collections using the GraphQL Admin API. Use when creating, updating, or querying products, managing inventory, or building product catalog integrations. Trigger with phrases like "shopify products", "create shopify…
原文语言：英语
Manage Shopify orders, customers, and fulfillments using the GraphQL Admin API. Use when querying orders, processing fulfillments, managing customers, or building order management integrations. Trigger with phrases like "shopify orders", "shopify customers",…
原文语言：英语
Optimize Shopify app costs through plan selection, API usage monitoring, and Shopify Plus upgrade analysis. Use when analyzing API spend, choosing between Shopify plans, or reducing billable API calls. Trigger with phrases like "shopify cost", "shopify…
原文语言：英语
Handle Shopify customer PII, implement GDPR/CCPA compliance, and manage data retention with Shopify's mandatory privacy webhooks. Use when building apps that store customer data, preparing for App Store review, or implementing deletion workflows. Trigger with…
原文语言：英语
Collect Shopify debug evidence including API versions, scopes, rate limit state, and request logs. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Shopify problems. Trigger with phrases like…
原文语言：英语
Deploy Shopify apps to Vercel, Fly.io, Railway, and Cloud Run with proper environment configuration. Use when deploying Shopify-powered applications to production, configuring platform-specific secrets, or setting up hosting. Trigger with phrases like "deploy…
原文语言：英语
Implement Shopify Plus access control patterns with staff permissions, multi-location management, and Shopify Organization features. Use when building apps for Shopify Plus merchants, implementing per-staff permissions, or managing multi-store organizations.…
原文语言：英语
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 cart transformations that run server-side at checkout. Trigger with phrases like…
原文语言：英语
Master Shopify's calculated query cost system to avoid throttling. Use when hitting THROTTLED errors, optimizing GraphQL queries, or deciding when to use bulk operations instead. Trigger with phrases like "shopify query cost", "shopify graphql cost", "shopify…
原文语言：英语
Create a minimal working Shopify app that queries products via GraphQL Admin API. Use when starting a new Shopify integration, testing your setup, or learning basic Shopify API patterns. Trigger with phrases like "shopify hello world", "shopify example",…
原文语言：英语
Execute Shopify incident response with triage using Shopify status page, API health checks, and rate limit diagnosis. Use when a Shopify integration is down, returning errors, or behaving unexpectedly in production. Trigger with phrases like "shopify…
原文语言：英语
Install and configure Shopify app authentication with OAuth, session tokens, and the @shopify/shopify-api SDK. Use when setting up a new Shopify app, configuring API credentials, or initializing authentication for Admin or Storefront API access. Trigger with…
原文语言：英语
Identify and avoid Shopify API anti-patterns: ignoring userErrors, wrong API version, REST instead of GraphQL, missing GDPR webhooks, and webhook timeout issues. Use when reviewing a Shopify codebase, preparing for App Store submission, or debugging…
原文语言：英语
Load test Shopify integrations respecting API rate limits, plan capacity with k6, and scale for Shopify Plus burst events (flash sales, BFCM). Use when preparing for high-traffic events, benchmarking API throughput, or sizing infrastructure for Shopify…
原文语言：英语
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 fast iteration cycle with Shopify. Trigger with phrases like "shopify dev…
原文语言：英语
Model custom data with Shopify metafields and metaobjects via the GraphQL Admin API. Use when adding custom fields to products/orders, creating custom content types, or building structured data models beyond Shopify's default schema. Trigger with phrases like…
原文语言：英语
Migrate e-commerce data to Shopify using bulk operations, product imports, and the strangler fig pattern for gradual platform migration. Use when replatforming to Shopify, importing product catalogs, or migrating customer and order data from another…
原文语言：英语
Configure Shopify apps across development, staging, and production environments with separate stores, API credentials, and app instances. Use when setting up isolated dev/staging/prod environments for a Shopify app, managing multiple development stores, or…
原文语言：英语
Set up observability for Shopify app integrations with query cost tracking, rate limit monitoring, webhook delivery metrics, and structured logging. Use when instrumenting a Shopify app for production monitoring, setting up Prometheus metrics for API health,…
原文语言：英语
Optimize Shopify API performance with GraphQL query cost reduction, bulk operations, caching strategies, and Storefront API for high-traffic storefronts. Use when queries are slow or hitting THROTTLED errors, exporting large datasets, or optimizing API…
原文语言：英语
Implement Shopify app policy enforcement with ESLint rules for API key detection, query cost budgets, and App Store compliance checks. Use when hardening a Shopify app against secret leaks, enforcing query cost limits, or preparing for App Store submission…
原文语言：英语
Execute Shopify app production deployment checklist covering App Store requirements, mandatory webhooks, API versioning, and rollback procedures. Use when preparing a Shopify app for production launch, submitting to the App Store, or auditing an existing…
原文语言：英语
Handle Shopify API rate limits for both REST (leaky bucket) and GraphQL (calculated query cost). Use when hitting 429 errors, implementing retry logic, or optimizing API request throughput. Trigger with phrases like "shopify rate limit", "shopify throttling",…
原文语言：英语
Implement Shopify app reference architecture with Remix, Prisma session storage, and the official app template patterns. Use when setting up a new Shopify app, structuring a Remix-based project, or configuring Prisma session storage for production. Trigger…
原文语言：英语
Implement reliability patterns for Shopify apps including circuit breakers for API outages, webhook retry handling, and graceful degradation. Use when building fault-tolerant Shopify integrations, handling webhook retry storms, or adding resilience to API…
原文语言：英语
Apply production-ready patterns for @shopify/shopify-api including typed GraphQL clients, session management, and retry logic. Use when implementing Shopify integrations, refactoring SDK usage, or establishing team coding standards for Shopify. Trigger with…
原文语言：英语
Apply Shopify security best practices for API credentials, webhook HMAC validation, and access scope management. Use when securing API keys, validating webhook signatures, or auditing Shopify security configuration. Trigger with phrases like "shopify…
原文语言：英语
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 managing cart operations programmatically. Trigger with phrases like "shopify…
原文语言：英语
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 optimizing image delivery. Trigger with phrases like "shopify theme performance",…
原文语言：英语
Upgrade Shopify API versions and migrate from REST to GraphQL with breaking change detection. Use when upgrading API versions, migrating from deprecated REST endpoints, or handling Shopify's quarterly API release cycle. Trigger with phrases like "upgrade…
原文语言：英语
Register and handle Shopify webhooks including mandatory GDPR compliance topics. Use when setting up webhook subscriptions, handling order/product events, or implementing the required GDPR webhooks for app store submission. Trigger with phrases like "shopify…
原文语言：英语
Apply advanced Snowflake debugging with query profiling, spill analysis, lock contention, and performance deep-dives using ACCOUNT_USAGE views. Use when standard troubleshooting fails, investigating slow queries, or diagnosing warehouse performance issues.…
原文语言：英语
Choose and implement Snowflake architecture blueprints: data lakehouse, data mesh, data sharing, and Snowpark-native patterns for different scales. Use when designing Snowflake data platforms, choosing between architectures, or implementing data sharing and…
原文语言：英语
Configure Snowflake CI/CD with GitHub Actions, SchemaChange, and Terraform. Use when setting up automated schema migrations, CI pipelines for Snowflake, or integrating SchemaChange/Terraform into your deployment workflow. Trigger with phrases like "snowflake…
原文语言：英语
Diagnose and fix common Snowflake errors and SQL compilation failures. Use when encountering Snowflake error codes, failed queries, authentication issues, or warehouse/connection problems. Trigger with phrases like "snowflake error", "fix snowflake",…
原文语言：英语