Deploy your first app to Fly.io with flyctl launch and the Machines API. Use when starting a new Fly.io project, deploying a container globally, or testing edge compute deployment. Trigger: "fly.io hello world", "fly launch", "deploy to fly.io", "first fly app".

Install flyctl CLI and configure Fly.io authentication with API tokens. Use when setting up a new Fly.io project, configuring deploy tokens, or initializing the Machines API for edge compute deployments. Trigger: "install fly.io", "setup flyctl", "fly.io auth", "fly.io API token".

Handle Fly.io Machines API rate limits with backoff, concurrency control, and request batching for machine management operations. Trigger: "fly.io rate limit", "fly.io 429", "fly.io throttling", "machines API limit".

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

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

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

Create gin middleware creator operations. Auto-activating skill for Backend Development. Triggers on: gin middleware creator, gin middleware creator Part of the Backend Development skill category. Use when working with gin middleware creator functionality. Trigger with phrases like "gin middleware creator", "gin creator", "gin".

Execute Glean secondary workflow: bulk document indexing, custom datasource connectors, and content lifecycle management via the Indexing API. Trigger: "glean bulk index", "glean custom connector", "glean datasource", "glean indexing".

Install and configure Glean API authentication with indexing and client tokens. Use when setting up custom datasource indexing, configuring search API access, or initializing the Glean developer SDK for enterprise search. Trigger: "install glean", "setup glean", "glean auth", "glean API token".

Track: documents indexed per run (total + new + updated + deleted), indexing errors and retries, search API latency, zero-result query rate, stale content age distribution. Trigger: "glean observability", "observability".

Check Glean developer changelog for API changes. Trigger: "glean upgrade migration", "upgrade-migration".

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

Optimize Grammarly API performance with caching, batching, and connection pooling. Use when experiencing slow API responses, implementing caching strategies, or optimizing request throughput for Grammarly integrations. Trigger with phrases like "grammarly performance", "optimize grammarly", "grammarly latency", "grammarly caching", "grammarly slow", "grammarly batch".

Build graphql mutation builder operations. Auto-activating skill for API Development. Triggers on: graphql mutation builder, graphql mutation builder Part of the API Development skill category. Use when working with graphql mutation builder functionality. Trigger with phrases like "graphql mutation builder", "graphql builder", "graphql".

Create graphql resolver creator operations. Auto-activating skill for Backend Development. Triggers on: graphql resolver creator, graphql resolver creator Part of the Backend Development skill category. Use when working with graphql resolver creator functionality. Trigger with phrases like "graphql resolver creator", "graphql creator", "graphql".

Generate graphql schema generator operations. Auto-activating skill for API Development. Triggers on: graphql schema generator, graphql schema generator Part of the API Development skill category. Use when working with graphql schema generator functionality. Trigger with phrases like "graphql schema generator", "graphql generator", "graphql".

Configure graphql subscription setup operations. Auto-activating skill for API Development. Triggers on: graphql subscription setup, graphql subscription setup Part of the API Development skill category. Use when working with graphql subscription setup functionality. Trigger with phrases like "graphql subscription setup", "graphql setup", "graphql".

Generate grpc service generator operations. Auto-activating skill for Backend Development. Triggers on: grpc service generator, grpc service generator Part of the Backend Development skill category. Use when working with grpc service generator functionality. Trigger with phrases like "grpc service generator", "grpc generator", "grpc".

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

Optimize Hootsuite API performance with caching, batching, and connection pooling. Use when experiencing slow API responses, implementing caching strategies, or optimizing request throughput for Hootsuite integrations. Trigger with phrases like "hootsuite performance", "optimize hootsuite", "hootsuite latency", "hootsuite caching", "hootsuite slow", "hootsuite batch".

Generate hypermedia link generator operations. Auto-activating skill for API Development. Triggers on: hypermedia link generator, hypermedia link generator Part of the API Development skill category. Use when working with hypermedia link generator functionality. Trigger with phrases like "hypermedia link generator", "hypermedia generator", "hypermedia".

Generate integration test generator operations. Auto-activating skill for API Integration. Triggers on: integration test generator, integration test generator Part of the API Integration skill category. Use when writing or running tests. Trigger with phrases like "integration test generator", "integration generator", "integration".

Manage kafka producer consumer operations. Auto-activating skill for Backend Development. Triggers on: kafka producer consumer, kafka producer consumer Part of the Backend Development skill category. Use when working with kafka producer consumer functionality. Trigger with phrases like "kafka producer consumer", "kafka consumer", "kafka".

Sdk Patterns for Lucidchart. Trigger: "lucidchart sdk patterns".

Configure with memcached config helper operations. Auto-activating skill for Backend Development. Triggers on: memcached config helper, memcached config helper Part of the Backend Development skill category. Use when configuring systems or services. Trigger with phrases like "memcached config helper", "memcached helper", "memcached".

Sdk Patterns for MindTickle. Trigger: "mindtickle sdk patterns".

Generate nestjs module generator operations. Auto-activating skill for Backend Development. Triggers on: nestjs module generator, nestjs module generator Part of the Backend Development skill category. Use when working with nestjs module generator functionality. Trigger with phrases like "nestjs module generator", "nestjs generator", "nestjs".

Configure Persona API authentication with sandbox and production API keys. Use when setting up identity verification, configuring API credentials, or initializing Persona in your project. Trigger with phrases like "install persona", "setup persona", "persona auth", "persona API key", "KYC setup".

Configure polling mechanism setup operations. Auto-activating skill for API Integration. Triggers on: polling mechanism setup, polling mechanism setup Part of the API Integration skill category. Use when working with polling mechanism setup functionality. Trigger with phrases like "polling mechanism setup", "polling setup", "polling".

Configure with prisma schema helper operations. Auto-activating skill for Backend Development. Triggers on: prisma schema helper, prisma schema helper Part of the Backend Development skill category. Use when working with prisma schema helper functionality. Trigger with phrases like "prisma schema helper", "prisma helper", "prisma".

Configure rabbitmq queue setup operations. Auto-activating skill for Backend Development. Triggers on: rabbitmq queue setup, rabbitmq queue setup Part of the Backend Development skill category. Use when working with rabbitmq queue setup functionality. Trigger with phrases like "rabbitmq queue setup", "rabbitmq setup", "rabbitmq".

Manage rate limit middleware operations. Auto-activating skill for Backend Development. Triggers on: rate limit middleware, rate limit middleware Part of the Backend Development skill category. Use when working with rate limit middleware functionality. Trigger with phrases like "rate limit middleware", "rate middleware", "rate".

Validate request body validator operations. Auto-activating skill for API Development. Triggers on: request body validator, request body validator Part of the API Development skill category. Use when working with request body validator functionality. Trigger with phrases like "request body validator", "request validator", "request".

Create request interceptor creator operations. Auto-activating skill for API Integration. Triggers on: request interceptor creator, request interceptor creator Part of the API Integration skill category. Use when working with request interceptor creator functionality. Trigger with phrases like "request interceptor creator", "request creator", "request".

Generate request validator generator operations. Auto-activating skill for Backend Development. Triggers on: request validator generator, request validator generator Part of the Backend Development skill category. Use when working with request validator generator functionality. Trigger with phrases like "request validator generator", "request generator", "request".

Generate response schema generator operations. Auto-activating skill for API Development. Triggers on: response schema generator, response schema generator Part of the API Development skill category. Use when working with response schema generator functionality. Trigger with phrases like "response schema generator", "response generator", "response".

Create a minimal working SalesLoft example — list people and create a person. Use when starting a new SalesLoft integration, testing your setup, or learning the People and Cadences API patterns. Trigger: "salesloft hello world", "salesloft example", "salesloft quick start".

Production readiness checklist for SalesLoft API integrations. Use when deploying SalesLoft integrations to production, preparing for launch, or validating go-live requirements. Trigger: "salesloft production", "deploy salesloft", "salesloft go-live checklist".

Generate sdk documentation generator operations. Auto-activating skill for Technical Documentation. Triggers on: sdk documentation generator, sdk documentation generator Part of the Technical Documentation skill category. Use when working with sdk documentation generator functionality. Trigger with phrases like "sdk documentation generator", "sdk generator", "sdk".

Create sequelize model creator operations. Auto-activating skill for Backend Development. Triggers on: sequelize model creator, sequelize model creator Part of the Backend Development skill category. Use when working with sequelize model creator functionality. Trigger with phrases like "sequelize model creator", "sequelize creator", "sequelize".

Configure SerpApi local development with cached responses and test fixtures. Use when building search integrations, avoiding API calls during development, or setting up reproducible test data from SerpApi. Trigger: "serpapi dev setup", "serpapi local", "test serpapi locally".

Handle SerpApi rate limits and credit-based usage quotas. Use when managing API credit consumption, implementing request throttling, or optimizing search volume for your plan tier. Trigger: "serpapi rate limit", "serpapi credits", "serpapi quota", "serpapi throttle".

Configure server sent events setup operations. Auto-activating skill for API Integration. Triggers on: server sent events setup, server sent events setup Part of the API Integration skill category. Use when working with server sent events setup functionality. Trigger with phrases like "server sent events setup", "server setup", "server".

Manage sorting parameter handler operations. Auto-activating skill for API Development. Triggers on: sorting parameter handler, sorting parameter handler Part of the API Development skill category. Use when working with sorting parameter handler functionality. Trigger with phrases like "sorting parameter handler", "sorting handler", "sorting".

Detect sql injection detector operations. Auto-activating skill for Security Fundamentals. Triggers on: sql injection detector, sql injection detector Part of the Security Fundamentals skill category. Use when working with sql injection detector functionality. Trigger with phrases like "sql injection detector", "sql detector", "sql".

Generate sql migration generator operations. Auto-activating skill for Backend Development. Triggers on: sql migration generator, sql migration generator Part of the Backend Development skill category. Use when working with sql migration generator functionality. Trigger with phrases like "sql migration generator", "sql generator", "sql".

Boot a WebContainer, mount files, install npm packages, and run a dev server in the browser. Use when learning WebContainers, building browser-based IDEs, or running Node.js without a backend server. Trigger: "stackblitz hello world", "webcontainer example", "run node in browser".

Manage status code recommender operations. Auto-activating skill for API Development. Triggers on: status code recommender, status code recommender Part of the API Development skill category. Use when working with status code recommender functionality. Trigger with phrases like "status code recommender", "status recommender", "status".

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

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

Run inference with Together AI -- chat completions, streaming, and model selection. Use when testing open-source models, comparing model performance, or learning the Together AI API. Trigger: "together hello world, together AI example, run llama".

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

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

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

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

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

Generate typeorm entity generator operations. Auto-activating skill for Backend Development. Triggers on: typeorm entity generator, typeorm entity generator Part of the Backend Development skill category. Use when working with typeorm entity generator functionality. Trigger with phrases like "typeorm entity generator", "typeorm generator", "typeorm".

Configure with versioning strategy helper operations. Auto-activating skill for API Development. Triggers on: versioning strategy helper, versioning strategy helper Part of the API Development skill category. Use when working with versioning strategy helper functionality. Trigger with phrases like "versioning strategy helper", "versioning helper", "versioning".

Generate webhook receiver generator operations. Auto-activating skill for API Integration. Triggers on: webhook receiver generator, webhook receiver generator Part of the API Integration skill category. Use when working with webhook receiver generator functionality. Trigger with phrases like "webhook receiver generator", "webhook generator", "webhook".

Create webhook sender creator operations. Auto-activating skill for API Integration. Triggers on: webhook sender creator, webhook sender creator Part of the API Integration skill category. Use when working with webhook sender creator functionality. Trigger with phrases like "webhook sender creator", "webhook creator", "webhook".

Validate webhook signature validator operations. Auto-activating skill for API Integration. Triggers on: webhook signature validator, webhook signature validator Part of the API Integration skill category. Use when working with webhook signature validator functionality. Trigger with phrases like "webhook signature validator", "webhook validator", "webhook".

Create websocket client creator operations. Auto-activating skill for API Integration. Triggers on: websocket client creator, websocket client creator Part of the API Integration skill category. Use when working with websocket client creator functionality. Trigger with phrases like "websocket client creator", "websocket creator", "websocket".

Configure websocket handler setup operations. Auto-activating skill for Backend Development. Triggers on: websocket handler setup, websocket handler setup Part of the Backend Development skill category. Use when working with websocket handler setup functionality. Trigger with phrases like "websocket handler setup", "websocket setup", "websocket".

Collect Anima SDK debug evidence for support tickets and troubleshooting. Use when filing Anima support requests, debugging code generation issues, or collecting diagnostic data for the Anima team. Trigger: "anima debug bundle", "anima support ticket", "anima diagnostics".

Configure api caching strategy operations. Auto-activating skill for API Development. Triggers on: api caching strategy, api caching strategy Part of the API Development skill category. Use when working with APIs or building integrations. Trigger with phrases like "api caching strategy", "api strategy", "api".

Generate api client generator operations. Auto-activating skill for API Integration. Triggers on: api client generator, api client generator Part of the API Integration skill category. Use when working with APIs or building integrations. Trigger with phrases like "api client generator", "api generator", "api".

Create api flow diagram creator operations. Auto-activating skill for Visual Content. Triggers on: api flow diagram creator, api flow diagram creator Part of the Visual Content skill category. Use when working with APIs or building integrations. Trigger with phrases like "api flow diagram creator", "api creator", "api".

Configure api gateway config operations. Auto-activating skill for AWS Skills. Triggers on: api gateway config, api gateway config Part of the AWS Skills skill category. Use when working with APIs or building integrations. Trigger with phrases like "api gateway config", "api config", "api".

Check api health checker operations. Auto-activating skill for API Integration. Triggers on: api health checker, api health checker Part of the API Integration skill category. Use when working with APIs or building integrations. Trigger with phrases like "api health checker", "api checker", "api".

Configure api key auth setup operations. Auto-activating skill for API Development. Triggers on: api key auth setup, api key auth setup Part of the API Development skill category. Use when working with APIs or building integrations. Trigger with phrases like "api key auth setup", "api setup", "api".

Manage api key manager operations. Auto-activating skill for Security Fundamentals. Triggers on: api key manager, api key manager Part of the Security Fundamentals skill category. Use when working with APIs or building integrations. Trigger with phrases like "api key manager", "api manager", "api".

Generate api mock generator operations. Auto-activating skill for API Development. Triggers on: api mock generator, api mock generator Part of the API Development skill category. Use when working with APIs or building integrations. Trigger with phrases like "api mock generator", "api generator", "api".

Configure api rate limiting config operations. Auto-activating skill for API Development. Triggers on: api rate limiting config, api rate limiting config Part of the API Development skill category. Use when working with APIs or building integrations. Trigger with phrases like "api rate limiting config", "api config", "api".

Configure api response cacher operations. Auto-activating skill for API Integration. Triggers on: api response cacher, api response cacher Part of the API Integration skill category. Use when working with APIs or building integrations. Trigger with phrases like "api response cacher", "api cacher", "api".

Generate api test generator operations. Auto-activating skill for Test Automation. Triggers on: api test generator, api test generator Part of the Test Automation skill category. Use when working with APIs or building integrations. Trigger with phrases like "api test generator", "api generator", "api".

Use when testing HTTP endpoints, probing URLs for status and headers, or running declarative API test suites from plain text files

Assist with api testing helper operations. Auto-activating skill for API Development. Triggers on: api testing helper, api testing helper Part of the API Development skill category. Use when working with APIs or building integrations. Trigger with phrases like "api testing helper", "api helper", "api".

Configure api throttling setup operations. Auto-activating skill for API Development. Triggers on: api throttling setup, api throttling setup Part of the API Development skill category. Use when working with APIs or building integrations. Trigger with phrases like "api throttling setup", "api setup", "api".

Diagnose and fix common AppFolio API integration errors. Trigger: "appfolio error".

Set up local development for AppFolio property management API integration. Trigger: "appfolio local dev".

Handle AppFolio API rate limits with throttling and backoff. Trigger: "appfolio rate limit".

Apply production-ready patterns for AppFolio REST API integration. Trigger: "appfolio patterns".

Configure async api caller operations. Auto-activating skill for API Integration. Triggers on: async api caller, async api caller Part of the API Integration skill category. Use when working with APIs or building integrations. Trigger with phrases like "async api caller", "async caller", "async".

Manage batch request handler operations. Auto-activating skill for API Integration. Triggers on: batch request handler, batch request handler Part of the API Integration skill category. Use when working with batch request handler functionality. Trigger with phrases like "batch request handler", "batch handler", "batch".

Configure circuit breaker setup operations. Auto-activating skill for API Integration. Triggers on: circuit breaker setup, circuit breaker setup Part of the API Integration skill category. Use when working with circuit breaker setup functionality. Trigger with phrases like "circuit breaker setup", "circuit setup", "circuit".

Optimize Clari API usage and integration costs. Use when reducing API call volume, optimizing export frequency, or evaluating Clari license utilization. Trigger with phrases like "clari cost", "clari api usage", "reduce clari calls", "clari optimization".

Collect Clari API diagnostic info for support cases. Use when preparing a support ticket, collecting API response samples, or documenting integration issues. Trigger with phrases like "clari debug", "clari support bundle", "collect clari diagnostics", "clari troubleshoot".

Handle Clari API rate limits with backoff and export job scheduling. Use when hitting 429 errors, optimizing export frequency, or scheduling bulk forecast exports. Trigger with phrases like "clari rate limit", "clari 429", "clari throttle", "clari api limits".

Secure Clari API tokens and implement data handling best practices. Use when managing API tokens, restricting data access, or implementing PII handling for exported forecast data. Trigger with phrases like "clari security", "clari api key rotation", "secure clari", "clari pii handling".

Handle Clari API version changes and export schema migrations. Use when Clari updates their API, export format changes, or migrating from v3 to v4 API. Trigger with phrases like "upgrade clari", "clari api migration", "clari schema change", "clari v4 migration".

Configure cloud sql instance setup operations. Auto-activating skill for GCP Skills. Triggers on: cloud sql instance setup, cloud sql instance setup Part of the GCP Skills skill category. Use when working with cloud sql instance setup functionality. Trigger with phrases like "cloud sql instance setup", "cloud setup", "cloud".

Manage cron job scheduler operations. Auto-activating skill for Backend Development. Triggers on: cron job scheduler, cron job scheduler Part of the Backend Development skill category. Use when working with cron job scheduler functionality. Trigger with phrases like "cron job scheduler", "cron scheduler", "cron".

Configure with error mapping helper operations. Auto-activating skill for API Integration. Triggers on: error mapping helper, error mapping helper Part of the API Integration skill category. Use when working with error mapping helper functionality. Trigger with phrases like "error mapping helper", "error helper", "error".

Manage etag handler operations. Auto-activating skill for API Development. Triggers on: etag handler, etag handler Part of the API Development skill category. Use when working with etag handler functionality. Trigger with phrases like "etag handler", "etag handler", "etag".

Configure fastapi ml endpoint operations. Auto-activating skill for ML Deployment. Triggers on: fastapi ml endpoint, fastapi ml endpoint Part of the ML Deployment skill category. Use when working with APIs or building integrations. Trigger with phrases like "fastapi ml endpoint", "fastapi endpoint", "fastapi".

Optimize Fathom API usage and plan selection. Trigger with phrases like "fathom cost", "fathom pricing", "fathom plan".