Configure a local development workflow for Anthropic Claude API projects. Use when setting up dev environment, configuring hot reload, or establishing a fast iteration cycle with the Messages API. Trigger with phrases like "anthropic local dev", "claude dev setup", "anthropic development workflow", "test claude locally".

Migrate to Claude API from OpenAI, Gemini, or other LLM providers. Use when switching from GPT-4 to Claude, migrating from Text Completions, or building a multi-provider abstraction layer. Trigger with phrases like "migrate to claude", "openai to anthropic", "switch from gpt to claude", "multi-provider llm".

Execute production deployment checklist for Claude API integrations. Use when deploying Claude-powered features to production, preparing for launch, or implementing go-live validation. Trigger with phrases like "anthropic production", "deploy claude", "claude go-live", "anthropic launch checklist", "production ready claude".

Implement Anthropic Claude API rate limiting, backoff, and quota management. Use when handling 429 errors, optimizing request throughput, or managing RPM/TPM limits across usage tiers. Trigger with phrases like "anthropic rate limit", "claude 429", "anthropic throttling", "claude retry", "anthropic backoff".

Implement reliability patterns for Claude API: circuit breakers, graceful degradation, idempotency, and fallback strategies. Trigger with phrases like "anthropic reliability", "claude circuit breaker", "claude fallback", "anthropic fault tolerance".

Apply Anthropic Claude API security best practices for key management, input validation, and prompt injection defense. Use when securing API keys, validating user inputs before sending to Claude, or implementing content safety guardrails. Trigger with phrases like "anthropic security", "claude api key security", "secure anthropic", "prompt injection defense".

Implement event-driven patterns with Claude API: streaming SSE events, Message Batches callbacks, and async processing architectures. Use when building real-time Claude integrations or processing batch results. Trigger with phrases like "anthropic events", "claude streaming events", "anthropic async processing", "claude batch callbacks".

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

Install and configure Apollo.io API authentication. Use when setting up a new Apollo integration, configuring API keys, or initializing Apollo client in your project. Trigger with phrases like "install apollo", "setup apollo api", "apollo authentication", "configure apollo api key".

Make your first Attio API calls -- list objects, create a person, query companies, and read attributes. Use when starting a new Attio integration or learning the API. Trigger: "attio hello world", "attio example", "first attio call", "attio quick start", "try attio API".

Set up Attio REST API authentication with access tokens or OAuth 2.0. Use when configuring API keys, setting token scopes, initializing the Attio client, or connecting an app via OAuth. Trigger: "install attio", "setup attio", "attio auth", "attio API key", "attio OAuth", "attio access token".

Apply Bright Data security best practices for secrets and access control. Use when securing API keys, implementing least privilege access, or auditing Bright Data security configuration. Trigger with phrases like "brightdata security", "brightdata secrets", "secure brightdata", "brightdata API key security".

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

Diagnose and fix Canva Connect API errors and HTTP status codes. Use when encountering Canva errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "canva error", "fix canva", "canva not working", "debug canva", "canva 401", "canva 429".

Optimize Canva Connect API usage costs through efficient API patterns and monitoring. Use when analyzing Canva API usage, reducing unnecessary calls, or implementing usage monitoring and budget tracking. Trigger with phrases like "canva cost", "canva usage", "reduce canva calls", "canva API efficiency", "canva budget".

Apply Canva Connect API security best practices for OAuth tokens and access control. Use when securing OAuth credentials, implementing least-privilege scopes, or auditing Canva integration security. Trigger with phrases like "canva security", "canva secrets", "secure canva", "canva token security", "canva OAuth security".

Diagnose and fix CAST AI agent, API, and autoscaler errors. Use when the CAST AI agent is offline, nodes are not scaling, or API calls return errors. Trigger with phrases like "cast ai error", "cast ai not working", "cast ai agent offline", "cast ai debug", "fix cast ai".

Configure CAST AI autoscaler policies and node templates for cost optimization. Use when enabling Phase 2 automation, setting spot instance policies, or configuring node downscaler and evictor settings. Trigger with phrases like "cast ai autoscaler", "cast ai policies", "cast ai spot instances", "cast ai node optimization".

Install and configure CAST AI agent on a Kubernetes cluster with API key authentication. Use when onboarding a cluster to CAST AI, setting up Helm charts, or configuring Terraform provider authentication. Trigger with phrases like "install cast ai", "connect cluster to cast ai", "cast ai setup", "cast ai api key", "cast ai helm install".

Configure CAST AI webhook notifications for cluster events and audit logs. Use when setting up alerts for node scaling, cost threshold events, or integrating CAST AI events with Slack, PagerDuty, or custom endpoints. Trigger with phrases like "cast ai webhooks", "cast ai notifications", "cast ai slack alerts", "cast ai events".

Install @clickhouse/client and configure authentication to ClickHouse Cloud or self-hosted. Use when setting up a new ClickHouse project, configuring connection strings, or initializing the official Node.js client. Trigger: "install clickhouse", "setup clickhouse client", "clickhouse auth", "connect to clickhouse", "clickhouse credentials".

Set up CI/CD pipelines for ClickUp API integrations with GitHub Actions, automated testing, and task status sync. Trigger: "clickup CI", "clickup GitHub Actions", "clickup automated tests", "CI clickup integration", "clickup pipeline", "clickup CI/CD".

Diagnose and fix ClickUp API v2 errors by HTTP status and error code. Use when encountering ClickUp API errors, debugging failed requests, or troubleshooting OAUTH_* error codes, 401s, 429s, and 500s. Trigger: "clickup error", "fix clickup", "clickup not working", "clickup 401", "clickup 429", "OAUTH error", "debug clickup API".

Manage ClickUp tasks via API v2: create, read, update, delete tasks with assignees, priorities, due dates, subtasks, and statuses. Trigger: "clickup task", "create clickup task", "update task status", "manage clickup tasks", "clickup CRUD", "clickup task management".

Handle ClickUp data exports, PII redaction, GDPR compliance, and data retention for ClickUp API integrations. Trigger: "clickup data", "clickup PII", "clickup GDPR", "clickup data retention", "clickup privacy", "clickup CCPA", "clickup data export".

Make your first ClickUp API v2 calls: list workspaces, spaces, and create a task. Use when starting a new ClickUp integration, testing your setup, or learning the ClickUp hierarchy (Workspace, Space, Folder, List, Task). Trigger: "clickup hello world", "clickup first call", "clickup quick start", "test clickup API", "create clickup task".

Set up ClickUp API v2 authentication with personal tokens or OAuth 2.0. Use when configuring a new ClickUp integration, setting up API access, or initializing OAuth flows for multi-user apps. Trigger: "install clickup", "setup clickup auth", "clickup API token", "clickup OAuth", "configure clickup credentials".

Set up local development for ClickUp API integrations with testing, mocking, and hot reload. Trigger: "clickup dev setup", "clickup local development", "clickup dev environment", "develop with clickup", "clickup testing setup", "mock clickup API".

Configure ClickUp API access across dev, staging, and production environments with per-environment tokens and workspace isolation. Trigger: "clickup environments", "clickup staging", "clickup dev prod", "clickup environment setup", "clickup config by env", "clickup multi-env".

Optimize ClickUp API v2 performance with caching, pagination, connection pooling, and request batching patterns. Trigger: "clickup performance", "optimize clickup", "clickup latency", "clickup caching", "clickup slow", "clickup batch requests", "clickup pagination".

Secure ClickUp API tokens, implement least-privilege access, and audit usage. Use when securing API keys, rotating tokens, configuring per-environment credentials, or auditing ClickUp API access patterns. Trigger: "clickup security", "clickup secrets", "secure clickup token", "clickup API key rotation", "clickup access audit".

Migrate between ClickUp API versions (v2 to v3) and handle breaking changes. Use when upgrading API versions, adapting to endpoint changes, or migrating between ClickUp plan tiers. Trigger: "upgrade clickup API", "clickup v2 to v3", "clickup breaking changes", "clickup API migration", "clickup deprecation".

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

Diagnose and fix Exa API errors by HTTP code and error tag. Use when encountering Exa errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "exa error", "fix exa", "exa not working", "debug exa", "exa 429", "exa 401".

Deploy Exa integrations to Vercel, Docker, and Cloud Run platforms. Use when deploying Exa-powered applications to production, configuring platform-specific secrets, or building search API endpoints. Trigger with phrases like "deploy exa", "exa Vercel", "exa production deploy", "exa Cloud Run", "exa Docker".

Upgrade exa-js SDK versions and handle breaking changes safely. Use when upgrading the Exa SDK, detecting deprecations, or migrating between exa-js versions. Trigger with phrases like "upgrade exa", "exa update", "exa breaking changes", "update exa-js", "exa new version".

Create a minimal working Firecrawl example that scrapes a page to markdown. Use when starting a new Firecrawl integration, testing your setup, or learning the scrape/crawl/map/extract API surface. Trigger with phrases like "firecrawl hello world", "firecrawl example", "firecrawl quick start", "simple firecrawl code".

Diagnose and fix Fireflies.ai GraphQL API errors by error code. Use when encountering Fireflies.ai errors, debugging failed requests, or troubleshooting authentication and rate limit issues. Trigger with phrases like "fireflies error", "fix fireflies", "fireflies not working", "debug fireflies", "fireflies 429".

Create a minimal working Fireflies.ai example that queries transcripts. Use when starting a new Fireflies.ai integration, testing your setup, or learning the GraphQL API patterns for meeting data. Trigger with phrases like "fireflies hello world", "fireflies example", "fireflies quick start", "simple fireflies code".

Configure Fireflies.ai GraphQL API authentication and verify connectivity. Use when setting up a new Fireflies.ai integration, configuring API keys, or initializing the GraphQL client for transcript access. Trigger with phrases like "install fireflies", "setup fireflies", "fireflies auth", "configure fireflies API key".

Execute Flexport secondary workflow: commercial invoices, products catalog, and freight invoices. Use when managing commercial invoices for customs, maintaining product catalogs, or handling freight billing through the Flexport API. Trigger: "flexport invoice", "flexport products", "flexport customs documents".

Install and configure Flexport API authentication with API keys or OAuth credentials. Use when setting up a new Flexport logistics integration, configuring bearer tokens, or initializing the Flexport REST API client for shipment and supply chain operations. Trigger: "install flexport", "setup flexport", "flexport auth", "flexport API key".

Configure Flexport local development with mock API responses and testing. Use when setting up a development environment, creating mock shipment data, or establishing a fast iteration cycle for Flexport logistics integration. Trigger: "flexport dev setup", "flexport local development", "flexport mock API".

Apply production-ready Flexport API patterns for TypeScript and Python. Use when building typed HTTP clients, implementing pagination, or establishing team coding standards for Flexport logistics integration. Trigger: "flexport SDK patterns", "flexport best practices", "flexport client wrapper".

Generate your first Gamma presentation via the API. Use when learning the generate-poll-retrieve workflow, testing API connectivity, or creating a minimal example. Trigger: "gamma hello world", "gamma quick start", "first gamma presentation", "gamma example", "gamma test".

Optimize Grammarly costs through tier selection, sampling, and usage monitoring. Use when analyzing Grammarly billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "grammarly cost", "grammarly billing", "reduce grammarly costs", "grammarly pricing", "grammarly expensive", "grammarly budget".

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

Understand Granola plan limits, usage quotas, and API rate limiting. Use when hitting meeting limits, choosing between plans, or managing Enterprise API rate limits. Trigger: "granola limits", "granola quota", "granola plan", "granola usage", "granola restrictions".

Diagnose and fix Groq API errors with real error codes and solutions. Use when encountering Groq errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "groq error", "fix groq", "groq not working", "debug groq", "groq 429".

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

Optimize Hex costs through tier selection, sampling, and usage monitoring. Use when analyzing Hex billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "hex cost", "hex billing", "reduce hex costs", "hex pricing", "hex expensive", "hex budget".

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

Create a minimal working Instantly.ai example with real API calls. Use when starting a new Instantly integration, testing your setup, or learning basic Instantly API v2 patterns. Trigger with phrases like "instantly hello world", "instantly example", "instantly quick start", "simple instantly code", "test instantly api".

Create your first Linear issue and query using the SDK and GraphQL API. Use when making initial API calls, testing connection, or learning basic Linear CRUD operations. Trigger: "linear hello world", "first linear issue", "create linear issue", "linear API example", "test linear".

Install and configure Lokalise SDK/CLI authentication. Use when setting up a new Lokalise integration, configuring API tokens, or initializing Lokalise in your project. Trigger with phrases like "install lokalise", "setup lokalise", "lokalise auth", "configure lokalise API token".

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

Install and configure the Notion API SDK with authentication. Use when setting up a new Notion integration, configuring API tokens, or initializing @notionhq/client in your project. Trigger with phrases like "install notion", "setup notion", "notion auth", "configure notion API", "notion integration setup".

Configure CI/CD pipelines for Palantir Foundry integrations with GitHub Actions. Use when setting up automated testing, running transforms validation, or integrating Foundry SDK tests into your build process. Trigger with phrases like "palantir CI", "foundry GitHub Actions", "palantir automated tests", "CI foundry".

Diagnose and fix Palantir Foundry common errors and API exceptions. Use when encountering Foundry errors, debugging failed API calls, or troubleshooting transform build failures. Trigger with phrases like "palantir error", "fix palantir", "foundry not working", "debug foundry", "palantir 401 403".

Optimize Palantir Foundry costs through compute tuning, incremental builds, and usage monitoring. Use when analyzing Foundry compute costs, reducing API usage, or implementing cost monitoring for Foundry workloads. Trigger with phrases like "palantir cost", "foundry billing", "reduce foundry costs", "foundry pricing", "foundry expensive".

Create a minimal working Palantir Foundry example querying Ontology objects. Use when starting a new Foundry integration, testing your setup, or learning basic Foundry API and Ontology patterns. Trigger with phrases like "palantir hello world", "palantir example", "palantir quick start", "foundry first query".

Execute Palantir Foundry incident response with triage, mitigation, and postmortem. Use when responding to Foundry-related outages, API failures, or build pipeline incidents. Trigger with phrases like "palantir incident", "foundry outage", "palantir down", "foundry emergency", "palantir broken".

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

Apply Palantir Foundry security best practices for credentials, scopes, and access control. Use when securing API tokens, implementing least privilege access, or auditing Foundry security configuration. Trigger with phrases like "palantir security", "foundry secrets", "secure palantir", "palantir API key security", "foundry scopes".

Install and configure Perplexity Sonar API authentication. Use when setting up a new Perplexity integration, configuring API keys, or initializing the OpenAI-compatible client for Perplexity. Trigger with phrases like "install perplexity", "setup perplexity", "perplexity auth", "configure perplexity API key", "perplexity sonar setup".

Execute Perplexity production deployment checklist for Sonar API integrations. Use when deploying Perplexity integrations to production, preparing for launch, or implementing go-live procedures. Trigger with phrases like "perplexity production", "deploy perplexity", "perplexity go-live", "perplexity launch checklist".

Install and configure PostHog SDKs with authentication. Use when setting up posthog-js (browser), posthog-node (server), or configuring API keys for a new PostHog integration. Trigger: "install posthog", "setup posthog", "posthog auth", "configure posthog API key", "posthog init".

Secure PostHog integration: API key management, project key vs personal key separation, secret rotation, scoped keys, and git-leak prevention. Trigger: "posthog security", "posthog secrets", "secure posthog", "posthog API key security", "posthog key rotation".

Create a minimal working Salesforce example with SOQL queries and sObject CRUD. Use when starting a new Salesforce integration, testing your setup, or learning basic Salesforce API patterns. Trigger with phrases like "salesforce hello world", "salesforce example", "salesforce quick start", "first salesforce query", "salesforce SOQL".

Configure SalesLoft local development with API mocking and sandbox testing. Use when setting up a development environment, building integration tests, or creating mock SalesLoft API responses for offline development. Trigger: "salesloft dev setup", "salesloft local", "test salesloft locally".

Apply production-ready SalesLoft API patterns for TypeScript and Python. Use when building SalesLoft integrations, implementing pagination, or wrapping the REST API v2 with typed clients. Trigger: "salesloft SDK patterns", "salesloft best practices", "salesloft client wrapper".

Backend reconnaissance — map all routes, middleware, models, dependencies, auth, and assess code quality for project takeover. Use when asked to "understand this backend", "map the API", or "assess code quality".

API and backend code review — REST conventions, auth, validation, error handling, pagination, rate limiting, test coverage. Use when asked to "review this API", "code review", "review backend", or "pre-launch backend check".

Together AI reference architecture for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together reference architecture".

Together AI upgrade migration for inference, fine-tuning, and model deployment. Use when working with Together AI's OpenAI-compatible API. Trigger: "together upgrade migration".

Install and configure TwinMind Chrome extension, mobile app, and API access. Use when setting up TwinMind for meeting transcription, configuring calendar integration, or initializing TwinMind in your workflow. Trigger with phrases like "install twinmind", "setup twinmind", "twinmind auth", "configure twinmind", "twinmind chrome extension".

Apply production-ready TwinMind SDK patterns for TypeScript and Python. Use when implementing TwinMind integrations, refactoring API usage, or establishing team coding standards for meeting AI integration. Trigger with phrases like "twinmind SDK patterns", "twinmind best practices", "twinmind code patterns", "idiomatic twinmind".

Handle Vast.ai API rate limits with backoff and request optimization. Use when encountering 429 errors, implementing retry logic, or optimizing API request throughput. Trigger with phrases like "vastai rate limit", "vastai throttling", "vastai 429", "vastai retry", "vastai backoff".

Apply production-ready Vast.ai SDK patterns for Python and REST API. Use when implementing Vast.ai integrations, refactoring SDK usage, or establishing coding standards for GPU cloud operations. Trigger with phrases like "vastai SDK patterns", "vastai best practices", "vastai code patterns", "idiomatic vastai".

Apply Vast.ai security best practices for API keys and instance access. Use when securing API keys, hardening SSH access to GPU instances, or auditing Vast.ai security configuration. Trigger with phrases like "vastai security", "vastai secrets", "secure vastai", "vastai API key security", "vastai ssh security".

Create a minimal working Vercel deployment with a serverless API route. Use when starting a new Vercel project, testing your setup, or learning basic Vercel deployment and API route patterns. Trigger with phrases like "vercel hello world", "vercel example", "vercel quick start", "simple vercel project", "first vercel deploy".

Collect Alchemy SDK debug evidence for troubleshooting and support tickets. Use when encountering persistent issues, preparing support tickets, or debugging blockchain query failures. Trigger: "alchemy debug bundle", "alchemy support ticket", "alchemy diagnostics".

Install the Alchemy SDK and configure API key authentication for Web3 development. Use when setting up blockchain API access, creating an Alchemy app, or configuring multi-chain RPC endpoints. Trigger: "install alchemy", "setup alchemy", "alchemy auth", "alchemy API key".

Migrate from alchemy-sdk v2 to v3 and handle breaking changes. Use when upgrading Alchemy SDK versions, migrating from deprecated alchemy-web3, or adapting to new API patterns. Trigger: "alchemy upgrade", "alchemy migration", "alchemy-sdk v3", "migrate alchemy-web3", "alchemy breaking changes".

Configure CI/CD pipelines for Anthropic Claude API integrations. Use when setting up automated testing, prompt regression tests, or CI validation for Claude-powered features. Trigger with phrases like "anthropic ci", "claude ci/cd", "test claude in pipeline", "anthropic github actions".

Execute incident response procedures for Claude API outages and degradation. Use when Claude API is returning errors, experiencing high latency, or showing degraded performance in production. Trigger with phrases like "anthropic incident", "claude api down", "anthropic outage", "claude degraded", "anthropic runbook".

Set up observability for Claude API integrations with metrics, logging, and alerting for latency, cost, errors, and token usage. Trigger with phrases like "anthropic monitoring", "claude observability", "anthropic metrics", "track claude usage", "claude dashboard".

Implement content policy guardrails, input/output validation, and usage governance for Claude API integrations. Trigger with phrases like "anthropic guardrails", "claude content policy", "claude input validation", "anthropic safety rules".

Upgrade Anthropic SDK versions and migrate between Claude API versions. Use when upgrading the Python/TypeScript SDK, migrating from Text Completions to Messages API, or adopting new API features like tool use or batches. Trigger with phrases like "upgrade anthropic sdk", "anthropic migration", "update claude sdk", "migrate to messages api".

Install and configure Apify SDK, CLI, and API client authentication. Use when setting up a new Apify project, configuring API tokens, or initializing apify-client / Apify SDK in your codebase. Trigger: "install apify", "setup apify", "apify auth", "configure apify token".

Configure AppFolio Stack API authentication with OAuth 2.0. Use when setting up property management API access, registering as an AppFolio Stack partner, or configuring client credentials for API calls. Trigger: "install appfolio", "setup appfolio", "appfolio auth", "appfolio API key".

Install and configure AssemblyAI SDK authentication. Use when setting up a new AssemblyAI integration, configuring API keys, or initializing the assemblyai npm package in your project. Trigger with phrases like "install assemblyai", "setup assemblyai", "assemblyai auth", "configure assemblyai API key".

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

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

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

Handle CAST AI API rate limits with backoff and request queuing. Use when hitting 429 errors, optimizing API call patterns, or implementing rate-aware batch operations. Trigger with phrases like "cast ai rate limit", "cast ai 429", "cast ai throttle", "cast ai API limits".