Handle Snowflake concurrency limits, warehouse queuing, and query throttling. Use when queries are queuing, hitting concurrency limits, or needing to optimize warehouse sizing for throughput. Trigger with phrases like "snowflake rate limit", "snowflake throttling", "snowflake queuing", "snowflake concurrency", "snowflake warehouse sizing".
Set up Obsidian plugin development environment with Node.js and TypeScript. Use when starting a new plugin project, configuring the dev environment, or initializing Obsidian plugin development from scratch. Trigger with phrases like "obsidian setup", "obsidian plugin dev", "create obsidian plugin", "obsidian development environment".
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 phrases like "shopify SDK patterns", "shopify best practices", "shopify code patterns", "idiomatic shopify", "shopify client wrapper".
Apply production-ready Webflow SDK patterns — singleton client, typed error handling, pagination helpers, and raw response access for the webflow-api package. Use when implementing Webflow integrations, refactoring SDK usage, or establishing team coding standards. Trigger with phrases like "webflow SDK patterns", "webflow best practices", "webflow code patterns", "idiomatic webflow", "webflow typescript".
Build Claude Code plugins — skills, agents, MCP servers, hooks, and slash commands. Use when working with reference-architecture patterns. The complete guide to extending Claude Code with the Anthropic plugin system. Trigger with "claude code plugin", "build a skill", "create mcp server", "anthropic plugin architecture", "claude code hooks".
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 shopify", "shopify API version", "shopify breaking changes", "migrate REST to GraphQL", "shopify deprecation".
Set up observability for Shopify app integrations with query cost tracking, rate limit monitoring, webhook delivery metrics, and structured logging. Trigger with phrases like "shopify monitoring", "shopify metrics", "shopify observability", "monitor shopify API", "shopify alerts", "shopify dashboard".
Implement reliability patterns for Shopify apps including circuit breakers for API outages, webhook retry handling, and graceful degradation. Trigger with phrases like "shopify reliability", "shopify circuit breaker", "shopify resilience", "shopify fallback", "shopify retry webhook".
Migrate e-commerce data to Shopify using bulk operations, product imports, and the strangler fig pattern for gradual platform migration. Trigger with phrases like "migrate to shopify", "shopify data migration", "import products shopify", "shopify replatform", "move to shopify".
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 setup", "shopify local development", "shopify dev environment", "develop with shopify", "shopify CLI dev".
Identify and avoid Shopify API anti-patterns: ignoring userErrors, wrong API version, REST instead of GraphQL, missing GDPR webhooks, and webhook timeout issues. Trigger with phrases like "shopify mistakes", "shopify anti-patterns", "shopify pitfalls", "shopify what not to do", "shopify code review".
Implement Shopify Plus access control patterns with staff permissions, multi-location management, and Shopify Organization features. Trigger with phrases like "shopify permissions", "shopify staff", "shopify Plus organization", "shopify roles", "shopify multi-location".
Load test Shopify integrations respecting API rate limits, plan capacity with k6, and scale for Shopify Plus burst events (flash sales, BFCM). Trigger with phrases like "shopify load test", "shopify scale", "shopify BFCM", "shopify flash sale", "shopify capacity", "shopify k6 test".
Execute Shopify incident response with triage using Shopify status page, API health checks, and rate limit diagnosis. Trigger with phrases like "shopify incident", "shopify outage", "shopify down", "shopify on-call", "shopify emergency", "shopify not responding".
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 webhook", "shopify events", "shopify GDPR webhook", "handle shopify notifications", "shopify webhook register".
Choose between Shopify app architectures: embedded Remix app, headless storefront with Hydrogen, standalone integration, or theme app extension. Trigger with phrases like "shopify architecture decision", "shopify embedded vs headless", "shopify Hydrogen", "shopify app types", "which shopify architecture".
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", "shopify 429", "shopify THROTTLED", "shopify query cost", "shopify backoff".
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 shopify", "shopify hosting", "shopify Vercel", "shopify production deploy", "shopify Fly.io".
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 product", "shopify variants", "shopify collections", "shopify inventory".
Implement Shopify app reference architecture with Remix, Prisma session storage, and the official app template patterns. Trigger with phrases like "shopify architecture", "shopify app structure", "shopify project layout", "shopify Remix template", "shopify app design".
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 phrases like "install shopify", "setup shopify", "shopify auth", "shopify OAuth", "configure shopify API".
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", "shopify quick start", "simple shopify app", "first shopify API call".
Optimize Shopify API performance with GraphQL query cost reduction, bulk operations, caching strategies, and Storefront API for high-traffic storefronts. Trigger with phrases like "shopify performance", "optimize shopify", "shopify slow", "shopify caching", "shopify bulk operation", "shopify query cost".
Implement Shopify app policy enforcement with ESLint rules for API key detection, query cost budgets, and App Store compliance checks. Trigger with phrases like "shopify policy", "shopify lint", "shopify guardrails", "shopify compliance", "shopify eslint", "shopify app review".
