Set up dev/staging/prod environment separation for Navan integrations without a sandbox API. Use when configuring multiple environments, building CI test pipelines, or setting up local development. Trigger with "navan environments", "navan multi env", "navan dev setup", "navan mock server".

Use when designing a production Navan API integration architecture — API gateway, token management, data sync pipelines, ERP connectors, and monitoring stack. Trigger with "navan reference architecture" or "navan integration architecture".

Build a typed API wrapper around Navan REST endpoints since no official SDK exists. Use when you need production-grade API access with auto token refresh, retry logic, and typed responses. Trigger with "navan sdk patterns", "navan api wrapper", "navan client class", "navan typed client".

Full CRUD lifecycle for OneNote notebooks, section groups, sections, and pages via Graph API. Use when building notebook management features, creating page hierarchies, or working with XHTML content. Trigger with "onenote crud", "onenote page management", "onenote notebook workflow".

Set up OpenRouter API authentication and configure API keys. Use when starting a new OpenRouter integration, rotating keys, or troubleshooting auth issues. Triggers: 'openrouter setup', 'openrouter api key', 'configure openrouter auth', 'sk-or key'.

Track OCI spend with the Usage API and set up budget alerts. Use when monitoring Oracle Cloud costs, creating budgets, analyzing spend by compartment or service, or optimizing Universal Credits consumption. Trigger with "oraclecloud cost", "oci budget", "oci usage api", "oci spending", "oracle cloud cost tuning".

Handle OCI API rate limits with defensive retry patterns and known limits by service. Use when automating bulk OCI operations, hitting 429 TooManyRequests errors, or building resilient API clients. Trigger with "oraclecloud rate limits", "oci 429 error", "oci throttling", "oci backoff".

Production-grade OCI SDK patterns for client lifecycle, retry logic, and memory leak avoidance. Use when building long-running OCI services, fixing memory leaks with Instance Principal auth, or implementing retry/backoff. Trigger with "oci sdk patterns", "oci retry", "oci memory leak", "oraclecloud client lifecycle".

Debug complex Shopify API issues using cost analysis, request tracing, webhook delivery inspection, and GraphQL introspection. Use when encountering intermittent failures, throttling mysteries, or webhook delivery gaps. Trigger with phrases like "shopify hard bug", "shopify mystery error", "shopify deep debug", "difficult shopify issue", "shopify intermittent failure".

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 configuring per-environment credentials. Trigger with phrases like "shopify environments", "shopify staging", "shopify dev vs prod", "shopify multi-store", "shopify environment setup".

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".

Monitor Speak API health, assessment latency, session metrics, and pronunciation score distributions. Use when implementing observability, or managing Speak language learning platform operations. Trigger with phrases like "speak observability", "speak observability".

Apply Vercel security best practices for secrets, headers, and access control. Use when securing API keys, configuring security headers, or auditing Vercel security configuration. Trigger with phrases like "vercel security", "vercel secrets", "secure vercel", "vercel headers", "vercel CSP".

Understand and manage Clerk rate limits and quotas. Use when hitting rate limits, optimizing API usage, or planning for high-traffic scenarios. Trigger with phrases like "clerk rate limit", "clerk quota", "clerk API limits", "clerk throttling".

Diagnose and fix common Deepgram errors and issues. Use when troubleshooting Deepgram API errors, debugging transcription failures, or resolving integration issues. Trigger: "deepgram error", "deepgram not working", "fix deepgram", "deepgram troubleshoot", "transcription failed", "deepgram 401".

Apply production-ready Deepgram SDK patterns for TypeScript and Python. Use when implementing Deepgram integrations, refactoring SDK usage, or establishing team coding standards for Deepgram. Trigger: "deepgram SDK patterns", "deepgram best practices", "deepgram code patterns", "idiomatic deepgram", "deepgram typescript".

Optimize Gamma API performance and reduce latency. Use when experiencing slow response times, optimizing throughput, or improving user experience with Gamma integrations. Trigger with phrases like "gamma performance", "gamma slow", "gamma latency", "gamma optimization", "gamma speed".

Upgrade Langfuse SDK versions and migrate between API changes. Use when upgrading Langfuse SDK, handling breaking changes, or migrating between Langfuse versions. Trigger with phrases like "upgrade langfuse", "langfuse migration", "update langfuse SDK", "langfuse breaking changes", "langfuse version".

Optimize Linear API usage, reduce unnecessary calls, and maximize efficiency within rate limit budgets. Trigger: "linear cost", "reduce linear API calls", "linear efficiency", "linear API usage", "optimize linear costs", "linear budget".

Create a minimal working MaintainX example - your first work order. Use when starting a new MaintainX integration, testing your setup, or learning basic MaintainX API patterns. Trigger with phrases like "maintainx hello world", "maintainx example", "maintainx quick start", "create first work order", "simple maintainx code".

Manage Navan users, departments, cost centers, and approval chains via API and SCIM provisioning. Use when onboarding departments, integrating identity providers, or auditing user access. Trigger with "navan entity management", "navan user management", "navan SCIM setup".

Set up a local development environment for Navan API integrations with token caching and request logging. Use when starting a new Navan project or debugging API issues locally. Trigger with "navan local dev", "navan dev setup", "navan local dev loop", "navan dev environment".

Use when handling Navan API changes in production — defensive coding patterns, schema validation, deprecation monitoring, and gradual rollout strategies for unversioned APIs. Trigger with "navan upgrade migration" or "navan api change handling".

Create your first OneNote notebook, section, and page with correct XHTML content. Use when starting a new OneNote integration or testing Graph API connectivity. Trigger with "onenote hello world", "first onenote page", "create onenote notebook".

Migrate OneNote integrations across Graph SDK versions, auth deprecations, and API changes. Use when upgrading Graph SDK, migrating from app-only to delegated auth, or handling deprecated endpoints. Trigger with "onenote upgrade", "onenote migration", "graph sdk upgrade", "onenote breaking changes".

Query OCI metrics with MQL and create monitoring alarms via the Python SDK. Use when building dashboards, querying CPU/memory/network metrics, or creating alarms. Trigger with "oci monitoring", "mql query", "oci metrics", "oci alarm", "cpu utilization oci".

Master OCI IAM policy syntax, common policy patterns, and API key management. Use when writing IAM policies, granting access to compartments, or managing API keys. Trigger with "oraclecloud security basics", "oci iam policy", "oci policy syntax", "oci api key setup".

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 billing", "shopify pricing", "shopify Plus worth it", "shopify API usage", "reduce shopify costs".

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 webhook volume. Trigger with phrases like "shopify load test", "shopify scale", "shopify BFCM", "shopify flash sale", "shopify capacity", "shopify k6 test".

Generate API clients and documentation with Cascade. Activate when users mention "generate api client", "api documentation", "openapi generation", "sdk generation", or "api integration". Handles API development workflows. Use when working with APIs or building integrations. Trigger with phrases like "windsurf api development", "windsurf development", "windsurf".

Common Clerk SDK patterns and best practices. Use when implementing authentication flows, accessing user data, or integrating Clerk SDK methods in your application. Trigger with phrases like "clerk SDK", "clerk patterns", "clerk best practices", "clerk API usage".

Manage Clerk SDK version upgrades and handle breaking changes. Use when upgrading Clerk packages, migrating to new SDK versions, or handling deprecation warnings. Trigger with phrases like "upgrade clerk", "clerk migration", "update clerk SDK", "clerk breaking changes".

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

Optimize Gamma usage costs and manage API spending. Use when reducing API costs, implementing usage quotas, or planning for scale with budget constraints. Trigger with phrases like "gamma cost", "gamma billing", "gamma budget", "gamma expensive", "gamma pricing".

Lindy AI integration patterns for webhook handling, HTTP actions, and Run Code. Use when building integrations, calling Lindy agents from code, or implementing the Run Code action with Python/JavaScript. Trigger with phrases like "lindy SDK patterns", "lindy best practices", "lindy API patterns", "lindy Run Code", "lindy HTTP Request".

Upgrade Linear SDK versions and handle breaking changes safely. Use when updating to a new SDK version, handling deprecations, or migrating between API versions. Trigger: "upgrade linear SDK", "linear SDK migration", "update linear", "linear breaking changes", "linear deprecation".

Diagnose and fix common Navan API errors with targeted fix procedures. Use when an API call returns an unexpected HTTP error or when debugging production failures. Trigger with "navan error", "fix navan", "debug navan", "navan 401", "navan 403", "navan 429".

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 incident", "shopify outage", "shopify down", "shopify on-call", "shopify emergency", "shopify not responding".

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 deployment for compliance gaps. Trigger with phrases like "shopify production", "deploy shopify", "shopify go-live", "shopify launch checklist", "shopify app store submit".

Incident response for Speak API outages: triage, fallback to offline mode, and recovery procedures. Use when implementing incident runbook, or managing Speak language learning platform operations. Trigger with phrases like "speak incident runbook", "speak incident runbook".

Configure Speak across dev, staging, and production with separate API keys and mock modes. Use when implementing multi env setup, or managing Speak language learning platform operations. Trigger with phrases like "speak multi env setup", "speak multi env setup".

Upgrade Speak SDK versions, migrate between language learning platforms, and handle API version changes. Use when implementing upgrade migration features, or troubleshooting Speak language learning integration issues. Trigger with phrases like "speak upgrade migration", "speak upgrade migration".

Install and configure Supabase SDK, CLI, and project authentication. Use when setting up a new Supabase project, installing @supabase/supabase-js, configuring environment variables, or initializing the Supabase client. Trigger with "install supabase", "setup supabase", "supabase auth config", "configure supabase", "supabase init", "add supabase to project".

Configure TwinMind across development, staging, and production environments with separate accounts and API key management. Use when implementing multi env setup, or managing TwinMind meeting AI operations. Trigger with phrases like "twinmind multi env setup", "twinmind multi env setup".

Create a minimal working Customer.io example. Use when learning Customer.io basics, testing SDK setup, or creating your first identify + track integration. Trigger: "customer.io hello world", "first customer.io message", "test customer.io", "customer.io example", "customer.io quickstart".

Install and configure Customer.io SDK/CLI authentication. Use when setting up a new Customer.io integration, configuring API keys, or initializing Customer.io in your project. Trigger: "install customer.io", "setup customer.io", "customer.io auth", "configure customer.io API key", "customer.io credentials".

Install and configure Documenso SDK/API authentication. Use when setting up a new Documenso integration, configuring API keys, or initializing Documenso in your project. Trigger with phrases like "install documenso", "setup documenso", "documenso auth", "configure documenso API key".

Plan Juicebox SDK upgrades. Trigger: "upgrade juicebox", "juicebox migration".

Use when setting up monitoring, logging, and alerting for Navan API integrations in production environments. Trigger with "navan observability" or "navan monitoring" or "navan api dashboards".

Use when optimizing Navan API call patterns for high-volume integrations — caching, batching, connection pooling, and pagination strategies. Trigger with "navan performance tuning" or "navan api optimization" or "navan caching".

Secure Navan API credentials with OAuth 2.0 best practices, SSO/SAML, and SCIM provisioning. Use when hardening a Navan integration, rotating credentials, or configuring identity provider SSO. Trigger with "navan security", "navan sso", "navan credentials", "navan scim".

Common Notion API mistakes: wrong page ID format (dashes), rich text array structure, block children not returned with page, pagination required for all lists, 3 req/sec shared across endpoints, not sharing pages with integration. Use when debugging or reviewing Notion code. Trigger with phrases like "notion mistakes", "notion pitfalls", "notion common errors", "notion gotchas", "notion debugging".

Apply Notion API security best practices for integration tokens, OAuth2 flows, least-privilege capabilities, and page-level access control. Use when securing integration tokens, configuring OAuth2 for public integrations, rotating credentials, or auditing which pages an integration can access. Trigger with phrases like "notion security", "notion secrets", "secure notion", "notion API key security", "notion token rotation", "notion OAuth2", "notion permissions audit".

Set up CI/CD pipelines for OneNote integrations with Graph API testing and mock strategies. Use when configuring GitHub Actions, setting up test credentials, or building mock-based CI tests. Trigger with "onenote ci", "onenote github actions", "onenote test pipeline", "graph api ci".

Install and configure Oracle Cloud Infrastructure (OCI) SDK and CLI authentication. Use when setting up a new OCI integration, generating API signing keys, or debugging config file errors. Trigger with "install oraclecloud", "setup oci auth", "oraclecloud credentials", "oci config".

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", "shopify GitHub Actions", "shopify automated tests", "CI shopify", "shopify deploy pipeline".

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 security", "shopify secrets", "secure shopify", "shopify HMAC", "shopify webhook verify".

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".

Implement Supabase Auth (signUp, signIn, OAuth, session management), Storage (upload, download, signed URLs, bucket policies), and Realtime (Postgres changes, broadcast, presence). Use when building user auth flows, file upload features, or live-updating UIs with Supabase. Trigger with phrases like "supabase auth", "supabase storage upload", "supabase realtime subscribe", "supabase oauth", "supabase file upload", "supabase presence", "supabase rls storage".

Deploy TwinMind integrations to production environments with Chrome extension deployment, mobile app configuration, and API access setup. Use when implementing deploy integration, or managing TwinMind meeting AI operations. Trigger with phrases like "twinmind deploy integration", "twinmind deploy integration".

Diagnose and fix Anthropic API errors — authentication, rate limits, Use when working with common-errors patterns. overloaded, context length, and content policy issues. Trigger with "anthropic error", "claude 429", "claude overloaded", "anthropic not working", "debug claude api".

Production-ready Anthropic SDK patterns — client config, retries, timeouts, Use when working with sdk-patterns patterns. error handling, TypeScript types, and async patterns. Trigger with "anthropic sdk", "claude client setup", "anthropic typescript", "anthropic python patterns".

Use when setting up CI/CD pipelines that validate Navan API integrations, run booking data health checks, or generate automated compliance reports. Trigger with "navan ci integration" or "navan pipeline" or "navan github actions".

Manage the complete Navan travel booking lifecycle via REST API. Use when building travel dashboards, automating trip reporting, or syncing booking data to internal systems. Trigger with "navan travel workflow", "navan booking management", "navan trip retrieval".

Make your first Navan API call to retrieve trip and user data. Use when verifying a new Navan integration works end-to-end after auth setup. Trigger with "navan hello world", "navan example", "test navan api", "first navan call".

Use when validating production readiness for a Navan API integration — credential rotation, alerting, rate limits, SSO, SCIM, and compliance audit trails. Trigger with "navan prod checklist" or "navan production readiness".

Implement adaptive rate-limiting for the Navan REST API with exponential backoff and request queuing. Use when building bulk data operations or encountering 429 errors from Navan. Trigger with "navan rate limits", "navan throttling", "navan 429".

Optimize Notion API usage to minimize rate-limit pressure, reduce engineering overhead, and maximize throughput. Use when auditing request volume, eliminating redundant API calls, implementing caching, or restructuring queries for efficiency. Trigger with "notion cost", "notion optimize", "notion API usage", "reduce notion requests", "notion rate limit budget", "notion efficient", "notion caching".

Deploy Node.js applications that use the Notion API to production on Vercel, Railway, or Fly.io. Use when deploying Notion-powered backends, setting up NOTION_TOKEN in production secrets, configuring serverless singleton patterns, or adding health checks that verify Notion connectivity. Trigger: "deploy notion app", "notion production", "notion vercel deploy", "notion railway", "notion fly.io".

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".

Create your first Speak AI tutoring session with pronunciation feedback. Use when starting a new Speak integration, testing your setup, or learning basic language learning API patterns. Trigger with phrases like "speak hello world", "speak example", "speak quick start", "first speak lesson".

Optimize Anthropic API costs — model selection, prompt caching, batches, Use when working with cost-tuning patterns. token reduction, and usage monitoring. Trigger with "anthropic pricing", "claude cost", "reduce anthropic spend", "anthropic billing", "claude cheaper".

Optimize Anthropic API latency — streaming, prompt caching, model selection, Use when working with performance-tuning patterns. connection reuse, and parallel requests. Trigger with "anthropic slow", "claude latency", "speed up anthropic", "anthropic performance", "claude response time".

Install and configure Evernote SDK and OAuth authentication. Use when setting up a new Evernote integration, configuring API keys, or initializing Evernote in your project. Trigger with phrases like "install evernote", "setup evernote", "evernote auth", "configure evernote API", "evernote oauth".

Use when responding to Navan platform incidents — flight cancellations, booking API failures, expense sync outages, or OAuth authentication errors. Trigger with "navan incident runbook" or "navan outage response".

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 "shopify debug", "shopify support bundle", "collect shopify logs", "shopify diagnostic".

Set up Speak language learning API integration and authentication. Use when configuring Speak API access, setting up OAuth with OpenAI Realtime API for speech, or initializing a language tutoring application. Trigger with phrases like "install speak", "setup speak", "speak auth", "configure speak API", "speak language learning setup".

Collect debug evidence for Anthropic API issues — request IDs, headers, Use when working with debug-bundle patterns. error payloads, and reproduction steps for support tickets. Trigger with "anthropic debug", "claude support ticket", "anthropic request id", "debug claude api call".

Respond to Anthropic API incidents — outages, degraded performance, Use when working with incident-runbook patterns. error spikes, and rate limit issues in production. Trigger with "anthropic down", "claude outage", "anthropic incident", "claude not responding", "anthropic 529".

Common mistakes when building with the Anthropic API and how to avoid them. Use when working with known-pitfalls patterns. Trigger with "anthropic mistakes", "claude pitfalls", "anthropic gotchas", "common claude errors", "anthropic anti-patterns".

Migrate from OpenAI/GPT to Anthropic/Claude — API differences, Use when working with migration-deep-dive patterns. prompt adaptation, SDK swap, and feature mapping. Trigger with "migrate to claude", "openai to anthropic", "switch from gpt to claude", "replace openai with anthropic".

Stream Claude responses, use system prompts, handle multi-turn conversations, Use when working with model-inference patterns. and process structured output with the Messages API. Trigger with "anthropic streaming", "claude messages api", "claude inference", "stream claude response".

Monitor Claude API calls — log tokens, latency, costs, errors, and Use when working with observability patterns. set up alerts for production Claude integrations. Trigger with "anthropic monitoring", "claude observability", "track claude usage", "anthropic logging".

Secure your Anthropic integration — API key management, input validation, Use when working with security-basics patterns. prompt injection defense, and data privacy. Trigger with "anthropic security", "claude api key security", "anthropic prompt injection", "secure claude integration".

Use Anthropic Message Batches for async bulk processing and event handling. Use when working with webhooks-events patterns. Trigger with "anthropic batches", "claude batch api", "anthropic async", "bulk claude processing", "anthropic webhook".

Set up Lindy AI account, API access, and webhook authentication. Use when onboarding to Lindy, configuring API keys for webhook triggers, or connecting Lindy agents to your application. Trigger with phrases like "install lindy", "setup lindy", "lindy auth", "configure lindy API key", "lindy webhook secret".

Use when collecting diagnostic data from a Navan API integration — OAuth token inspection, API response capture, connectivity testing, and request/response logging. Trigger with "navan debug bundle" or "debug navan api".

Set up OAuth 2.0 authentication for the Navan REST API. Use when configuring a new Navan integration or rotating API credentials. Trigger with "install navan", "setup navan auth", "navan credentials", "navan oauth".

Deep debugging for Notion API: response inspection, permission chain tracing, property type mismatches, pagination edge cases, and block nesting limits. Use when standard troubleshooting fails or investigating intermittent errors. Trigger with phrases like "notion deep debug", "notion permission trace", "notion property mismatch", "notion pagination bug", "notion nesting limit".

Implement secure Obsidian plugin development practices. Covers credential storage, input validation, XSS prevention, network security, URI handler safety, and Electron security. Use when handling user data, storing API keys, making network requests, or preparing for community plugin submission. Trigger with phrases like "obsidian security", "secure obsidian plugin", "obsidian data protection", "obsidian privacy", "obsidian api key storage".

Handle Speak API rate limits with exponential backoff, request queuing, and optimization strategies. Use when implementing rate limits features, or troubleshooting Speak language learning integration issues. Trigger with phrases like "speak rate limits", "speak rate limits".

Manage Anthropic workspaces, API keys, team access, and spending limits Use when working with enterprise-rbac patterns. for enterprise Claude deployments. Trigger with "anthropic workspace", "anthropic team management", "claude enterprise", "anthropic api key management".

Send your first message to Claude using the Anthropic SDK. Use when starting a new Claude integration, testing your setup, or learning the Messages API basics. Trigger with phrases like "anthropic hello world", "claude api example", "first claude call", "anthropic quick start".

Install and configure the Anthropic SDK for Claude API access. Use when setting up Claude integration, configuring API keys, or initializing the Anthropic client in your project. Trigger with phrases like "install anthropic", "setup claude api", "anthropic auth", "configure anthropic API key".

Scale Claude usage for high-throughput applications — batches, queues, Use when working with load-scale patterns. concurrency control, and tier upgrades. Trigger with "anthropic scale", "claude high volume", "anthropic throughput", "scale claude api", "anthropic concurrent requests".

Set up a fast local development loop for building with the Anthropic API — Use when working with local-dev-loop patterns. hot reload, cost-saving tips, and test patterns. Trigger with "anthropic dev setup", "claude local development", "anthropic test locally", "claude dev workflow".