Set up a local development loop for OneNote integrations with mock Graph API responses. Use when developing OneNote features without Azure credentials or to avoid rate limits during development. Trigger with "onenote local dev", "onenote mock", "onenote testing setup".

Production readiness checklist for OneNote Graph API integrations covering auth, rate limits, and failure modes. Use when preparing a OneNote integration for production deployment or conducting a launch review. Trigger with "onenote production checklist", "onenote launch review", "onenote prod ready".

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 "shopify metafields", "shopify metaobjects", "custom data shopify", "shopify custom fields", "metafield definition".

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 calls. Trigger with phrases like "shopify reliability", "shopify circuit breaker", "shopify resilience", "shopify fallback", "shopify retry webhook".

Apply production-ready Databricks SDK patterns for Python and REST API. Use when implementing Databricks integrations, refactoring SDK usage, or establishing team coding standards for Databricks. Trigger with phrases like "databricks SDK patterns", "databricks best practices", "databricks code patterns", "idiomatic databricks".

Configure enterprise role-based access control for Deepgram integrations. Use when implementing team permissions, managing API key scopes, or setting up organization-level access controls. Trigger: "deepgram RBAC", "deepgram permissions", "deepgram access control", "deepgram team roles", "deepgram enterprise", "deepgram key scopes".

Implement security best practices for Evernote integrations. Use when securing API credentials, implementing OAuth securely, or hardening Evernote integrations. Trigger with phrases like "evernote security", "secure evernote", "evernote credentials", "evernote oauth security".

Configure MaintainX API security, credential management, and access control. Use when securing API keys, implementing access controls, or hardening your MaintainX integration. Trigger with phrases like "maintainx security", "maintainx api key security", "secure maintainx", "maintainx credentials", "maintainx access control".

Manage Notion API rate limits with exponential backoff, queue-based throttling, and batch optimization. Use when hitting 429 errors, implementing retry logic, or optimizing API request throughput for Notion integrations. Trigger with "notion rate limit", "notion 429", "notion retry", "notion backoff", "notion throttling", "notion too many requests", "notion queue".

Implement proper rate limit handling for OneNote Graph API with queue-based throttling. Use when building high-throughput OneNote integrations or debugging 429 errors. Trigger with "onenote rate limit", "onenote 429", "onenote throttling", "graph api throttle".

Reference architecture for OneNote integrations covering all notebook locations and API path patterns. Use when designing multi-tenant OneNote integrations or choosing between personal, SharePoint, and group notebook APIs. Trigger with "onenote architecture", "onenote api paths", "onenote sharepoint vs personal".

Send your first OpenRouter API request and understand the response. Use when learning OpenRouter, testing setup, or verifying connectivity. Triggers: 'openrouter hello world', 'openrouter first request', 'test openrouter', 'openrouter quickstart'.

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, or configuring alerts for rate limit issues. Trigger with phrases like "shopify monitoring", "shopify metrics", "shopify observability", "monitor shopify API", "shopify alerts", "shopify dashboard".

Optimize Apollo.io API performance. Use when improving API response times, reducing latency, or optimizing bulk operations. Trigger with phrases like "apollo performance", "optimize apollo", "apollo slow", "apollo latency", "speed up apollo".

Manage Apollo.io API upgrades and endpoint migrations. Use when upgrading Apollo API versions, migrating to new endpoints, or updating deprecated API usage. Trigger with phrases like "apollo upgrade", "apollo migration", "update apollo api", "apollo breaking changes", "apollo deprecation".

Build secure API authentication systems with OAuth2, JWT, API keys, and session management. Use when implementing secure authentication flows. Trigger with phrases like "build authentication", "add API auth", or "secure the API".

Optimize Documenso integration performance with caching, batching, and efficient patterns. Use when improving response times, reducing API calls, or optimizing bulk document operations. Trigger with phrases like "documenso performance", "optimize documenso", "documenso caching", "documenso batch operations".

Implement Documenso rate limiting, backoff, and request throttling patterns. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for Documenso. Trigger with phrases like "documenso rate limit", "documenso throttling", "documenso 429", "documenso retry", "documenso backoff".

Diagnose and fix common Evernote API errors. Use when encountering Evernote API exceptions, debugging failures, or troubleshooting integration issues. Trigger with phrases like "evernote error", "evernote exception", "fix evernote issue", "debug evernote", "evernote troubleshooting".

Handle Evernote API rate limits effectively. Use when implementing rate limit handling, optimizing API usage, or troubleshooting rate limit errors. Trigger with phrases like "evernote rate limit", "evernote throttling", "api quota evernote", "rate limit exceeded".

Generate client SDKs in multiple languages from OpenAPI specifications. Use when generating client libraries for API consumption. Trigger with phrases like "generate SDK", "create client library", or "build API SDK".

Generate gRPC service definitions, stubs, and implementations from Protocol Buffers. Use when creating high-performance gRPC services. Trigger with phrases like "generate gRPC service", "create gRPC API", or "build gRPC server".

Generate complete REST API implementations from OpenAPI specifications or database schemas. Use when generating RESTful API implementations. Trigger with phrases like "generate REST API", "create RESTful API", or "build REST endpoints".

Implement standardized error handling with proper HTTP status codes and error responses. Use when implementing standardized error handling. Trigger with phrases like "add error handling", "standardize errors", or "implement error responses".

Comprehensive debugging toolkit for Linear integrations. Use when setting up logging, tracing API calls, or building debug utilities for Linear. Trigger: "debug linear integration", "linear logging", "trace linear API", "linear debugging tools".

Implement monitoring, logging, and alerting for Linear integrations. Use when setting up metrics collection, dashboards, or configuring alerts for Linear API usage. Trigger: "linear monitoring", "linear observability", "linear metrics", "linear logging", "monitor linear", "linear Prometheus", "linear Grafana".

Implement Lokalise rate limiting, backoff, and request queuing patterns. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for Lokalise. Trigger with phrases like "lokalise rate limit", "lokalise throttling", "lokalise 429", "lokalise retry", "lokalise backoff".

Optimize bulk API requests with batching, throttling, and parallel execution. Use when processing bulk API operations efficiently. Trigger with phrases like "process bulk requests", "batch API calls", or "handle batch operations".

Detect API security vulnerabilities including injection, broken auth, and data exposure. Use when scanning APIs for security vulnerabilities. Trigger with phrases like "scan API security", "check for vulnerabilities", or "audit API security".

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", "shopify fulfillment", "process shopify order", "shopify checkout".

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 review. Trigger with phrases like "shopify policy", "shopify lint", "shopify guardrails", "shopify compliance", "shopify eslint", "shopify app review".

Upgrade Supabase SDK and CLI versions with breaking-change detection and automated code migration. Use when upgrading @supabase/supabase-js (v1→v2 or minor bumps), migrating auth/realtime/storage APIs, or updating the Supabase CLI. Trigger with phrases like "upgrade supabase", "supabase breaking changes", "migrate supabase v2", "update supabase SDK".

Implement API versioning with backward compatibility, deprecation notices, and migration paths. Use when managing API versions and backward compatibility. Trigger with phrases like "version the API", "manage API versions", or "handle API versioning".

Implement Apollo.io rate limiting and backoff. Use when handling rate limits, implementing retry logic, or optimizing API request throughput. Trigger with phrases like "apollo rate limit", "apollo 429", "apollo throttling", "apollo backoff", "apollo request limits".

Apply production-ready Apollo.io SDK patterns. Use when implementing Apollo integrations, refactoring API usage, or establishing team coding standards. Trigger with phrases like "apollo sdk patterns", "apollo best practices", "apollo code patterns", "idiomatic apollo", "apollo client wrapper".

Apply Apollo.io API security best practices. Use when securing Apollo integrations, managing API keys, or implementing secure data handling. Trigger with phrases like "apollo security", "secure apollo api", "apollo api key security", "apollo data protection".

Create API gateways with routing, load balancing, rate limiting, and authentication. Use when routing and managing multiple API services. Trigger with phrases like "build API gateway", "create API router", or "setup API gateway".

Plan and execute Deepgram SDK upgrades and model migrations. Use when upgrading SDK versions (v3 to v4 to v5), migrating models (Nova-2 to Nova-3), or planning API version transitions. Trigger: "upgrade deepgram", "deepgram migration", "update deepgram SDK", "deepgram version upgrade", "nova-3 migration".

Diagnose and resolve common Documenso API errors and issues. Use when encountering Documenso errors, debugging integration issues, or troubleshooting failed operations. Trigger with phrases like "documenso error", "documenso 401", "documenso failed", "fix documenso", "documenso not working".

Implement security best practices for Documenso document signing integrations. Use when securing API keys, configuring webhooks securely, or implementing document security measures. Trigger with phrases like "documenso security", "secure documenso", "documenso API key security", "documenso webhook security".

Build event-driven APIs with webhooks, Server-Sent Events, and real-time notifications. Use when building event-driven API architectures. Trigger with phrases like "add webhooks", "implement events", or "create event-driven API".

Advanced Evernote SDK patterns and best practices. Use when implementing complex note operations, batch processing, search queries, or optimizing SDK usage. Trigger with phrases like "evernote sdk patterns", "evernote best practices", "evernote advanced", "evernote batch operations".

Manage Lindy AI credits, rate limits, and usage optimization. Use when hitting rate limits, optimizing credit consumption, or implementing usage controls. Trigger with phrases like "lindy rate limit", "lindy credits", "lindy quota", "lindy throttling", "lindy API limits".

Implement security best practices for Lindy AI agents and integrations. Use when securing API keys, configuring agent permissions, verifying webhooks, or auditing agent access. Trigger with phrases like "lindy security", "secure lindy", "lindy API key security", "lindy permissions", "lindy audit".

Configure Linear across development, staging, and production environments. Use when setting up per-environment API keys, secret management, or environment-specific Linear configurations. Trigger: "linear environments", "linear staging", "linear dev prod", "linear environment setup", "multi-environment linear".

Handle Linear API rate limiting, complexity budgets, and quotas. Use when dealing with 429 errors, implementing throttling, or optimizing request patterns to stay within limits. Trigger: "linear rate limit", "linear throttling", "linear 429", "linear API quota", "linear complexity", "linear request limits".

Monitor and log API requests with correlation IDs, performance metrics, and security audit trails. Use when auditing API requests and responses. Trigger with phrases like "log API requests", "add API logging", or "track API calls".

Debug and resolve common MaintainX API errors. Use when encountering API errors, authentication issues, or unexpected responses from the MaintainX API. Trigger with phrases like "maintainx error", "maintainx 401", "maintainx api problem", "maintainx not working", "debug maintainx".

Implement intelligent API response caching with Redis, Memcached, and CDN integration. Use when optimizing API performance with caching. Trigger with phrases like "add caching", "optimize API performance", or "implement cache layer".

Generate mock API servers for testing and development with realistic response data. Use when creating mock APIs for development and testing. Trigger with phrases like "create mock API", "generate API mock", or "setup mock server".

Build real-time API monitoring dashboards with metrics, alerts, and health checks. Use when tracking API health and performance metrics. Trigger with phrases like "monitor the API", "add API metrics", or "setup API monitoring".

Search Notion workspaces and retrieve pages, databases, and block content using the Notion API. Use when querying databases with filters, searching across a workspace, paginating large result sets, or extracting page content. Trigger with phrases like "notion search", "query notion database", "notion retrieve page", "notion pagination", "notion filter", "notion blocks", "notion get content".

Migrate Obsidian plugins between API versions and handle breaking changes. Use when upgrading to new Obsidian versions, handling API deprecations, or migrating plugin code to new patterns. Trigger with phrases like "obsidian upgrade", "obsidian migration", "obsidian API changes", "update obsidian plugin".

Optimize costs and API usage for OneNote Graph API integrations with caching and batching strategies. Use when reducing API call volume, planning capacity, or evaluating OneNote integration costs. Trigger with "onenote costs", "onenote api usage", "onenote optimization", "graph api billing onenote".

Production SDK patterns for OneNote Graph API: retry logic, batch requests, and safe file uploads. Use when building production OneNote integrations that need rate limit handling and reliable uploads. Trigger with "onenote sdk patterns", "onenote retry logic", "onenote batch requests".

Implement sophisticated rate limiting with sliding windows, token buckets, and quotas. Use when protecting APIs from excessive requests. Trigger with phrases like "add rate limiting", "limit API requests", or "implement rate limits".

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".

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 mysterious API failures. Trigger with phrases like "shopify mistakes", "shopify anti-patterns", "shopify pitfalls", "shopify what not to do", "shopify code review".

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 throughput for a high-traffic storefront. Trigger with phrases like "shopify performance", "optimize shopify", "shopify slow", "shopify caching", "shopify bulk operation", "shopify query cost".

Implement API throttling policies to protect backend services from overload. Use when controlling API request rates. Trigger with phrases like "throttle API", "control request rate", or "add throttling".

Validate API responses against schemas to ensure contract compliance and data integrity. Use when ensuring API response correctness. Trigger with phrases like "validate responses", "check API responses", or "verify response format".

Production-ready Vercel REST API patterns with typed fetch wrappers and error handling. Use when integrating with the Vercel API programmatically, building deployment tools, or establishing team coding standards for Vercel API calls. Trigger with phrases like "vercel SDK patterns", "vercel API wrapper", "vercel REST API client", "vercel best practices", "idiomatic vercel API".

Troubleshoot common Cursor IDE errors: authentication, completion, indexing, API, and performance issues. Triggers on "cursor error", "cursor not working", "cursor issue", "cursor problem", "fix cursor", "cursor crash".

Implement Customer.io core features: transactional messages, API-triggered broadcasts, segments, and person merge. Trigger: "customer.io segments", "customer.io transactional", "customer.io broadcast", "customer.io merge users", "customer.io send email".

Apply production-ready Customer.io SDK patterns. Use when implementing typed clients, retry logic, event batching, or singleton management for customerio-node. Trigger: "customer.io best practices", "customer.io patterns", "production customer.io", "customer.io architecture", "customer.io singleton".

Implement Deepgram rate limiting and backoff strategies. Use when handling API quotas, implementing request throttling, or dealing with 429 rate limit errors. Trigger: "deepgram rate limit", "deepgram throttling", "429 error deepgram", "deepgram quota", "deepgram backoff", "deepgram concurrency".

Apply Deepgram security best practices for API key management and data protection. Use when securing Deepgram integrations, implementing key rotation, or auditing security configurations. Trigger: "deepgram security", "deepgram API key security", "secure deepgram", "deepgram key rotation", "deepgram data protection", "deepgram PII redaction".

Upgrade Evernote SDK versions and migrate between API versions. Use when upgrading SDK, handling breaking changes, or migrating to newer API patterns. Trigger with phrases like "upgrade evernote sdk", "evernote migration", "update evernote", "evernote breaking changes".

Create comprehensive API documentation with examples, authentication guides, and SDKs. Use when creating comprehensive API documentation. Trigger with phrases like "generate API docs", "create API documentation", or "document the API".

Apply production Juicebox SDK patterns. Trigger: "juicebox patterns", "juicebox best practices".

Analyze, plan, and execute Lokalise SDK upgrades with breaking change detection. Use when upgrading Lokalise SDK versions, detecting deprecations, or migrating to new API versions. Trigger with phrases like "upgrade lokalise", "lokalise migration", "lokalise breaking changes", "update lokalise SDK", "analyze lokalise version".

Set up a local development loop for MaintainX integration development. Use when configuring dev environment, testing API calls locally, or setting up a sandbox workflow for MaintainX. Trigger with phrases like "maintainx dev setup", "maintainx local", "maintainx development environment", "maintainx testing setup".

Implement API migrations between versions, platforms, or frameworks with minimal downtime. Use when upgrading APIs between versions. Trigger with phrases like "migrate the API", "upgrade API version", or "migrate to new API".

Decode and fix every common OneNote Graph API error with root cause analysis. Use when debugging 400, 403, 404, 429, 500, 502, or 507 errors from OneNote API. Trigger with "onenote error", "onenote 403", "onenote debug", "graph api error onenote".

Production architecture for Speak language learning apps: client, API gateway, assessment engine, and progress store. Use when implementing reference architecture, or managing Speak language learning platform operations. Trigger with phrases like "speak reference architecture", "speak reference architecture".

Handle Vercel API rate limits, implement retry logic, and configure WAF rate limiting. Use when hitting 429 errors, implementing retry logic, or setting up rate limiting for your Vercel-deployed API endpoints. Trigger with phrases like "vercel rate limit", "vercel throttling", "vercel 429", "vercel retry", "vercel backoff", "vercel WAF rate limit".

Optimize Clerk authentication performance. Use when improving auth response times, reducing latency, or optimizing Clerk SDK usage. Trigger with phrases like "clerk performance", "clerk optimization", "clerk slow", "clerk latency", "optimize clerk".

Manage Documenso API version upgrades and SDK migrations. Use when upgrading from v1 to v2 API, updating SDK versions, or migrating between Documenso versions. Trigger with phrases like "documenso upgrade", "documenso v2 migration", "update documenso SDK", "documenso API version".

Implement comprehensive observability for Gamma integrations. Use when setting up monitoring, logging, tracing, or building dashboards for Gamma API usage. Trigger with phrases like "gamma monitoring", "gamma logging", "gamma metrics", "gamma observability", "gamma dashboard".

Langfuse SDK best practices, patterns, and idiomatic usage. Use when learning Langfuse SDK patterns, implementing proper tracing, or following best practices for LLM observability. Trigger with phrases like "langfuse patterns", "langfuse best practices", "langfuse SDK guide", "how to use langfuse", "langfuse idioms".

Issue lifecycle management with Linear: create, update, transition, relate, comment, and organize issues through the SDK and GraphQL API. Trigger: "linear issue workflow", "linear issue lifecycle", "create linear issues", "update linear issue", "linear state transition", "linear sub-issues", "linear comments".

TypeScript/JavaScript SDK patterns and best practices for Linear. Use when learning SDK idioms, implementing pagination, filtering, relation loading, or custom GraphQL queries. Trigger: "linear SDK patterns", "linear best practices", "linear typescript", "linear API patterns", "linear pagination".

Execute comprehensive load and stress testing to validate API performance and scalability. Use when validating API performance under load. Trigger with phrases like "load test the API", "stress test API", or "benchmark API performance".

Generate comprehensive diagnostic bundles for OneNote Graph API issues with request tracing and token analysis. Use when debugging OneNote API failures, filing Microsoft support tickets, or analyzing permission issues. Trigger with "onenote debug", "onenote diagnostic", "onenote support ticket", "graph api troubleshoot onenote".

Implement secure authentication, token management, and permission scoping for OneNote Graph API. Use when hardening OneNote integrations, implementing least-privilege permissions, or managing token lifecycle. Trigger with "onenote security", "onenote permissions", "onenote token management", "onenote least privilege".

Diagnose and fix Oracle Cloud Infrastructure API errors with real error codes and proven fixes. Use when encountering OCI ServiceError exceptions, auth failures, SSL issues, or timeout errors. Trigger with "oci error", "fix oraclecloud", "debug oci", "NotAuthorizedOrNotFound", "oci 401".

Set up a productive local OCI development workflow using CLI and SDK instead of the web console. Use when the OCI Console is too slow, setting up CLI profiles, or building shell aliases for common operations. Trigger with "oci local dev", "oci cli setup", "oraclecloud dev workflow", "avoid oci console".

Safely upgrade OCI Python SDK and Terraform provider — version pinning, breaking change detection, and rollback. Use when upgrading oci pip packages, updating the Terraform OCI provider, or debugging post-upgrade failures. Trigger with "oraclecloud upgrade", "oci sdk upgrade", "oci terraform provider update", "oci version migration".

Implement PostHog webhook destinations, Action-triggered notifications, and event querying via the Events API and HogQL. Trigger: "posthog webhook", "posthog events API", "posthog actions", "posthog notifications", "posthog event query", "posthog HogQL".

Install and configure Sentry SDK authentication with DSN setup. Use when setting up Sentry error tracking, configuring DSN, or initializing Sentry in a Node.js or Python project. Trigger with "install sentry", "setup sentry", "sentry auth", "configure sentry DSN".

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".

Configure Apollo.io local development workflow. Use when setting up development environment, testing API calls locally, or establishing team development practices. Trigger with phrases like "apollo local dev", "apollo development setup", "apollo dev environment", "apollo testing locally".

Troubleshoot common Clerk errors and issues. Use when encountering authentication errors, SDK issues, or configuration problems with Clerk. Trigger with phrases like "clerk error", "clerk not working", "clerk authentication failed", "clerk issue", "fix clerk".

Comprehensive debugging toolkit for Gamma integration issues. Use when you need detailed diagnostics, request tracing, or systematic debugging of Gamma API problems. Trigger with phrases like "gamma debug bundle", "gamma diagnostics", "gamma trace", "gamma inspect", "gamma detailed logs".

Diagnose and fix Juicebox API errors. Trigger: "juicebox error", "fix juicebox", "debug juicebox".

Create a minimal working Lokalise example. Use when starting a new Lokalise integration, testing your setup, or learning basic Lokalise API patterns. Trigger with phrases like "lokalise hello world", "lokalise example", "lokalise quick start", "simple lokalise code".