claude-code-plugins-plus

Manage advanced Cursor Composer techniques for complex edits. Triggers on "advanced composer", "composer patterns", "multi-file generation", "composer refactoring". Use when working with cursor advanced composer functionality. Trigger with phrases like "cursor advanced composer", "cursor composer", "cursor".

Manage master Cursor AI chat interface for code assistance. Triggers on "cursor chat", "cursor ai chat", "ask cursor", "cursor conversation", "chat with cursor". Use when working with cursor ai chat functionality. Trigger with phrases like "cursor ai chat", "cursor chat", "cursor".

Manage API keys and authentication in Cursor. Triggers on "cursor api key", "cursor openai key", "cursor anthropic key", "own api key cursor". Use when working with APIs or building integrations. Trigger with phrases like "cursor api key management", "cursor management", "cursor".

Execute set up and optimize Cursor codebase indexing. Triggers on "cursor index setup", "codebase indexing", "index codebase", "cursor semantic search". Use when working with cursor codebase indexing functionality. Trigger with phrases like "cursor codebase indexing", "cursor indexing", "cursor".

Execute troubleshoot common Cursor IDE errors and issues. Triggers on "cursor error", "cursor not working", "cursor issue", "cursor problem", "fix cursor". Use when working with cursor common errors functionality. Trigger with phrases like "cursor common errors", "cursor errors", "cursor".

Execute compliance and security auditing for Cursor usage. Triggers on "cursor compliance", "cursor audit", "cursor security review", "cursor soc2", "cursor gdpr". Use when analyzing or auditing cursor compliance audit. Trigger with phrases like "cursor compliance audit", "cursor audit", "cursor".

Execute master Cursor Composer for multi-file AI edits. Triggers on "cursor composer", "multi-file edit", "cursor generate files", "composer workflow", "cursor scaffold". Use when working with cursor composer workflows functionality. Trigger with phrases like "cursor composer workflows", "cursor workflows", "cursor".

Optimize context window usage in Cursor. Triggers on "cursor context", "context window", "context limit", "cursor memory", "context management". Use when working with cursor context management functionality. Trigger with phrases like "cursor context management", "cursor management", "cursor".

Create effective custom prompts for Cursor AI. Triggers on "cursor prompts", "prompt engineering cursor", "better cursor prompts", "cursor instructions". Use when working with cursor custom prompts functionality. Trigger with phrases like "cursor custom prompts", "cursor prompts", "cursor".

Debug AI suggestions and code generation in Cursor. Triggers on "debug cursor ai", "cursor suggestions wrong", "bad cursor completion", "cursor ai debug". Use when debugging issues or troubleshooting. Trigger with phrases like "cursor debug bundle", "cursor bundle", "cursor".

Manage integrate VS Code extensions with Cursor. Triggers on "cursor extensions", "cursor vscode extensions", "cursor plugins", "cursor marketplace". Use when working with cursor extension integration functionality. Trigger with phrases like "cursor extension integration", "cursor integration", "cursor".

Manage integrate Git workflows with Cursor IDE. Triggers on "cursor git", "git in cursor", "cursor version control", "cursor commit", "cursor branch". Use when working with cursor git integration functionality. Trigger with phrases like "cursor git integration", "cursor integration", "cursor".

Create your first project with Cursor AI features. Triggers on "cursor hello world", "first cursor project", "cursor getting started", "try cursor ai", "cursor basics". Use when working with cursor hello world functionality. Trigger with phrases like "cursor hello world", "cursor world", "cursor".

Manage troubleshoot Cursor codebase indexing problems. Triggers on "cursor indexing", "cursor index", "cursor codebase", "@codebase not working", "cursor search broken". Use when working with cursor indexing issues functionality. Trigger with phrases like "cursor indexing issues", "cursor issues", "cursor".

Install Cursor IDE and configure authentication. Triggers on "install cursor", "setup cursor", "cursor authentication", "cursor login", "cursor license". Use when working with cursor install auth functionality. Trigger with phrases like "cursor install auth", "cursor auth", "cursor".

Manage master Cursor keyboard shortcuts and customize keybindings. Triggers on "cursor shortcuts", "cursor keybindings", "cursor keyboard", "cursor hotkeys", "cursor commands". Use when working with cursor keybindings functionality. Trigger with phrases like "cursor keybindings", "cursor keybindings", "cursor".

Manage avoid common Cursor IDE pitfalls and mistakes. Triggers on "cursor pitfalls", "cursor mistakes", "cursor gotchas", "cursor issues", "cursor problems". Use when working with cursor known pitfalls functionality. Trigger with phrases like "cursor known pitfalls", "cursor pitfalls", "cursor".

Optimize local development workflow with Cursor. Triggers on "cursor workflow", "cursor development loop", "cursor productivity", "cursor daily workflow". Use when working with cursor local dev loop functionality. Trigger with phrases like "cursor local dev loop", "cursor loop", "cursor".

Configure and select AI models in Cursor. Triggers on "cursor model", "cursor gpt", "cursor claude", "change cursor model", "cursor ai model". Use when working with cursor model selection functionality. Trigger with phrases like "cursor model selection", "cursor selection", "cursor".

Manage work with multiple repositories in Cursor. Triggers on "cursor multi repo", "cursor multiple projects", "cursor monorepo", "cursor workspace". Use when working with cursor multi repo functionality. Trigger with phrases like "cursor multi repo", "cursor repo", "cursor".

Optimize Cursor IDE performance. Triggers on "cursor performance", "cursor slow", "cursor optimization", "cursor memory", "speed up cursor". Use when working with cursor performance tuning functionality. Trigger with phrases like "cursor performance tuning", "cursor tuning", "cursor".

Configure Cursor privacy and data handling settings. Triggers on "cursor privacy", "cursor data", "cursor security", "privacy mode", "cursor telemetry". Use when working with cursor privacy settings functionality. Trigger with phrases like "cursor privacy settings", "cursor settings", "cursor".

Execute production readiness checklist for Cursor IDE setup. Triggers on "cursor production", "cursor ready", "cursor checklist", "optimize cursor setup". Use when working with cursor prod checklist functionality. Trigger with phrases like "cursor prod checklist", "cursor checklist", "cursor".

Execute reference architecture patterns for Cursor IDE projects. Triggers on "cursor architecture", "cursor project structure", "cursor best practices", "cursor team setup". Use when working with cursor reference architecture functionality. Trigger with phrases like "cursor reference architecture", "cursor architecture", "cursor".

Configure .cursorrules for project-specific AI behavior. Triggers on "cursorrules", ".cursorrules", "cursor rules", "cursor config", "cursor project settings". Use when configuring systems or services. Trigger with phrases like "cursor rules config", "cursor config", "cursor".

Configure SSO and enterprise authentication in Cursor. Triggers on "cursor sso", "cursor saml", "cursor oauth", "enterprise cursor auth", "cursor okta". Use when working with cursor sso integration functionality. Trigger with phrases like "cursor sso integration", "cursor integration", "cursor".

Manage master Cursor tab completion and AI code suggestions. Triggers on "cursor completion", "cursor tab", "cursor suggestions", "cursor autocomplete", "cursor ghost text". Use when working with cursor tab completion functionality. Trigger with phrases like "cursor tab completion", "cursor completion", "cursor".

Configure set up Cursor for teams and organizations. Triggers on "cursor team", "cursor organization", "cursor business", "cursor enterprise setup". Use when working with cursor team setup functionality. Trigger with phrases like "cursor team setup", "cursor setup", "cursor".

Execute upgrade Cursor versions and migrate settings. Triggers on "upgrade cursor", "update cursor", "cursor migration", "cursor new version", "cursor changelog". Use when working with cursor upgrade migration functionality. Trigger with phrases like "cursor upgrade migration", "cursor migration", "cursor".

Track and analyze Cursor usage metrics. Triggers on "cursor analytics", "cursor usage", "cursor metrics", "cursor reporting", "cursor dashboard". Use when working with cursor usage analytics functionality. Trigger with phrases like "cursor usage analytics", "cursor analytics", "cursor".

Apply Clay advanced debugging techniques for hard-to-diagnose issues. Use when standard troubleshooting fails, investigating complex race conditions, or preparing evidence bundles for Clay support escalation. Trigger with phrases like "clay hard bug", "clay mystery error", "clay impossible to debug", "difficult clay issue", "clay deep debug".

Choose and implement Clay validated architecture blueprints for different scales. Use when designing new Clay integrations, choosing between monolith/service/microservice architectures, or planning migration paths for Clay applications. Trigger with phrases like "clay architecture", "clay blueprint", "how to structure clay", "clay project layout", "clay microservice".

Configure Clay CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating Clay tests into your build process. Trigger with phrases like "clay CI", "clay GitHub Actions", "clay automated tests", "CI clay".

Diagnose and fix Clay common errors and exceptions. Use when encountering Clay errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "clay error", "fix clay", "clay not working", "debug clay".

Execute Clay primary workflow: Core Workflow A. Use when implementing primary use case, building main features, or core integration tasks. Trigger with phrases like "clay main workflow", "primary task with clay".

Execute Clay secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "clay secondary workflow", "secondary task with clay".

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

Implement Clay PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for Clay integrations. Trigger with phrases like "clay data", "clay PII", "clay GDPR", "clay data retention", "clay privacy", "clay CCPA".

Collect Clay debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Clay problems. Trigger with phrases like "clay debug", "clay support bundle", "collect clay logs", "clay diagnostic".

Configure Clay enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls for Clay. Trigger with phrases like "clay SSO", "clay RBAC", "clay enterprise", "clay roles", "clay permissions", "clay SAML".

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

Execute Clay incident response procedures with triage, mitigation, and postmortem. Use when responding to Clay-related outages, investigating errors, or running post-incident reviews for Clay integration failures. Trigger with phrases like "clay incident", "clay outage", "clay down", "clay on-call", "clay emergency", "clay broken".

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

Identify and avoid Clay anti-patterns and common integration mistakes. Use when reviewing Clay code for issues, onboarding new developers, or auditing existing Clay integrations for best practices violations. Trigger with phrases like "clay mistakes", "clay anti-patterns", "clay pitfalls", "clay what not to do", "clay code review".

Configure Clay local development with hot reload and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with Clay. Trigger with phrases like "clay dev setup", "clay local development", "clay dev environment", "develop with clay".

Execute Clay major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from Clay, performing major version upgrades, or re-platforming existing integrations to Clay. Trigger with phrases like "migrate clay", "clay migration", "switch to clay", "clay replatform", "clay upgrade major".

Set up comprehensive observability for Clay integrations with metrics, traces, and alerts. Use when implementing monitoring for Clay operations, setting up dashboards, or configuring alerting for Clay integration health. Trigger with phrases like "clay monitoring", "clay metrics", "clay observability", "monitor clay", "clay alerts", "clay tracing".

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

Implement Clay lint rules, policy enforcement, and automated guardrails. Use when setting up code quality rules for Clay integrations, implementing pre-commit hooks, or configuring CI policy checks for Clay best practices. Trigger with phrases like "clay policy", "clay lint", "clay guardrails", "clay best practices check", "clay eslint".

Execute Clay production deployment checklist and rollback procedures. Use when deploying Clay integrations to production, preparing for launch, or implementing go-live procedures. Trigger with phrases like "clay production", "deploy clay", "clay go-live", "clay launch checklist".

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

Implement Clay reference architecture with best-practice project layout. Use when designing new Clay integrations, reviewing project structure, or establishing architecture standards for Clay applications. Trigger with phrases like "clay architecture", "clay best practices", "clay project structure", "how to organize clay", "clay layout".

Implement Clay reliability patterns including circuit breakers, idempotency, and graceful degradation. Use when building fault-tolerant Clay integrations, implementing retry strategies, or adding resilience to production Clay services. Trigger with phrases like "clay reliability", "clay circuit breaker", "clay idempotent", "clay resilience", "clay fallback", "clay bulkhead".

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

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

Implement Clay webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Clay event notifications securely. Trigger with phrases like "clay webhook", "clay events", "clay webhook signature", "handle clay events", "clay notifications".

Apply Perplexity advanced debugging techniques for hard-to-diagnose issues. Use when standard troubleshooting fails, investigating complex race conditions, or preparing evidence bundles for Perplexity support escalation. Trigger with phrases like "perplexity hard bug", "perplexity mystery error", "perplexity impossible to debug", "difficult perplexity issue", "perplexity deep debug".

Choose and implement Perplexity validated architecture blueprints for different scales. Use when designing new Perplexity integrations, choosing between monolith/service/microservice architectures, or planning migration paths for Perplexity applications. Trigger with phrases like "perplexity architecture", "perplexity blueprint", "how to structure perplexity", "perplexity project layout", "perplexity microservice".

Configure Perplexity CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating Perplexity tests into your build process. Trigger with phrases like "perplexity CI", "perplexity GitHub Actions", "perplexity automated tests", "CI perplexity".

Diagnose and fix Perplexity common errors and exceptions. Use when encountering Perplexity errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "perplexity error", "fix perplexity", "perplexity not working", "debug perplexity".

Execute Perplexity primary workflow: Core Workflow A. Use when implementing primary use case, building main features, or core integration tasks. Trigger with phrases like "perplexity main workflow", "primary task with perplexity".

Execute Perplexity secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "perplexity secondary workflow", "secondary task with perplexity".

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

Implement Perplexity PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for Perplexity integrations. Trigger with phrases like "perplexity data", "perplexity PII", "perplexity GDPR", "perplexity data retention", "perplexity privacy", "perplexity CCPA".

Collect Perplexity debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Perplexity problems. Trigger with phrases like "perplexity debug", "perplexity support bundle", "collect perplexity logs", "perplexity diagnostic".

Configure Perplexity enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls for Perplexity. Trigger with phrases like "perplexity SSO", "perplexity RBAC", "perplexity enterprise", "perplexity roles", "perplexity permissions", "perplexity SAML".

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

Execute Perplexity incident response procedures with triage, mitigation, and postmortem. Use when responding to Perplexity-related outages, investigating errors, or running post-incident reviews for Perplexity integration failures. Trigger with phrases like "perplexity incident", "perplexity outage", "perplexity down", "perplexity on-call", "perplexity emergency", "perplexity broken".

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

Identify and avoid Perplexity anti-patterns and common integration mistakes. Use when reviewing Perplexity code for issues, onboarding new developers, or auditing existing Perplexity integrations for best practices violations. Trigger with phrases like "perplexity mistakes", "perplexity anti-patterns", "perplexity pitfalls", "perplexity what not to do", "perplexity code review".

Configure Perplexity local development with hot reload and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with Perplexity. Trigger with phrases like "perplexity dev setup", "perplexity local development", "perplexity dev environment", "develop with perplexity".

Execute Perplexity major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from Perplexity, performing major version upgrades, or re-platforming existing integrations to Perplexity. Trigger with phrases like "migrate perplexity", "perplexity migration", "switch to perplexity", "perplexity replatform", "perplexity upgrade major".

Set up comprehensive observability for Perplexity integrations with metrics, traces, and alerts. Use when implementing monitoring for Perplexity operations, setting up dashboards, or configuring alerting for Perplexity integration health. Trigger with phrases like "perplexity monitoring", "perplexity metrics", "perplexity observability", "monitor perplexity", "perplexity alerts", "perplexity tracing".

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

Implement Perplexity lint rules, policy enforcement, and automated guardrails. Use when setting up code quality rules for Perplexity integrations, implementing pre-commit hooks, or configuring CI policy checks for Perplexity best practices. Trigger with phrases like "perplexity policy", "perplexity lint", "perplexity guardrails", "perplexity best practices check", "perplexity eslint".

Execute Perplexity production deployment checklist and rollback procedures. 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".

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

Implement Perplexity reference architecture with best-practice project layout. Use when designing new Perplexity integrations, reviewing project structure, or establishing architecture standards for Perplexity applications. Trigger with phrases like "perplexity architecture", "perplexity best practices", "perplexity project structure", "how to organize perplexity", "perplexity layout".

Implement Perplexity reliability patterns including circuit breakers, idempotency, and graceful degradation. Use when building fault-tolerant Perplexity integrations, implementing retry strategies, or adding resilience to production Perplexity services. Trigger with phrases like "perplexity reliability", "perplexity circuit breaker", "perplexity idempotent", "perplexity resilience", "perplexity fallback", "perplexity bulkhead".

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

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

Implement Perplexity webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Perplexity event notifications securely. Trigger with phrases like "perplexity webhook", "perplexity events", "perplexity webhook signature", "handle perplexity events", "perplexity notifications".

Implement audit logging for OpenRouter compliance. Use when meeting regulatory requirements or security audits. Trigger with phrases like 'openrouter audit', 'openrouter compliance log', 'openrouter security log', 'audit trail'.

Implement response caching for OpenRouter efficiency. Use when optimizing costs or reducing latency for repeated queries. Trigger with phrases like 'openrouter cache', 'cache llm responses', 'openrouter redis', 'semantic caching'.

Execute diagnose and fix common OpenRouter API errors. Use when troubleshooting failed requests. Trigger with phrases like 'openrouter error', 'openrouter not working', 'openrouter 401', 'openrouter 429', 'fix openrouter'.

Execute conduct security and compliance review of OpenRouter integration. Use when preparing for audits or security assessments. Trigger with phrases like 'openrouter security review', 'openrouter compliance', 'openrouter audit', 'security assessment'.

Optimize context window usage and token efficiency. Use when managing costs or hitting context limits. Trigger with phrases like 'openrouter context', 'openrouter tokens', 'reduce tokens', 'context window'.

Implement budget controls and cost limits for OpenRouter. Use when managing spending or preventing overruns. Trigger with phrases like 'openrouter budget', 'openrouter spending limit', 'cost control', 'openrouter billing alert'.

Implement data privacy controls for OpenRouter requests. Use when handling PII or meeting compliance requirements. Trigger with phrases like 'openrouter privacy', 'openrouter pii', 'openrouter gdpr', 'openrouter data protection'.

Execute set up comprehensive logging and debugging for OpenRouter. Use when investigating issues or monitoring requests. Trigger with phrases like 'openrouter debug', 'openrouter logging', 'openrouter trace', 'monitor openrouter'.

Configure model fallback chains for high availability. Use when building fault-tolerant LLM systems. Trigger with phrases like 'openrouter fallback', 'openrouter backup model', 'openrouter redundancy', 'model failover'.

Implement function/tool calling with OpenRouter models. Use when building agents or structured outputs. Trigger with phrases like 'openrouter functions', 'openrouter tools', 'openrouter agent', 'function calling'.

Create your first OpenRouter API request with a simple example. Use when learning OpenRouter or testing your setup. Trigger with phrases like 'openrouter hello world', 'openrouter first request', 'openrouter quickstart', 'test openrouter'.

Execute set up OpenRouter API authentication and configure API keys. Use when starting a new OpenRouter integration or troubleshooting auth issues. Trigger with phrases like 'openrouter setup', 'openrouter api key', 'openrouter authentication', 'configure openrouter'.

Execute avoid common OpenRouter mistakes and anti-patterns. Use when reviewing code or onboarding developers. Trigger with phrases like 'openrouter pitfalls', 'openrouter mistakes', 'openrouter gotchas', 'openrouter common issues'.

Execute distribute requests across multiple OpenRouter configurations. Use when scaling or implementing geographic distribution. Trigger with phrases like 'openrouter load balance', 'distribute requests', 'openrouter scaling', 'multi-key openrouter'.

Build check model availability and implement fallback chains. Use when building resilient systems or handling model outages. Trigger with phrases like 'openrouter availability', 'openrouter fallback', 'openrouter model down', 'openrouter health check'.

Build explore and query the OpenRouter model catalog programmatically. Use when selecting models or checking availability. Trigger with phrases like 'openrouter models', 'list openrouter models', 'openrouter model catalog', 'available models openrouter'.

Implement advanced model routing with A/B testing. Use when optimizing model selection or running experiments. Trigger with phrases like 'openrouter a/b test', 'model experiment', 'openrouter routing', 'model comparison'.

Execute work with multiple providers through OpenRouter. Use when comparing providers or building provider-agnostic systems. Trigger with phrases like 'openrouter providers', 'openrouter multi-model', 'compare models', 'provider selection'.

Configure OpenRouter as an OpenAI API drop-in replacement. Use when migrating from OpenAI or using OpenAI-compatible libraries. Trigger with phrases like 'openrouter openai', 'openrouter drop-in', 'openrouter compatibility', 'migrate to openrouter'.

Optimize OpenRouter performance and latency. Use when reducing response times or improving throughput. Trigger with phrases like 'openrouter performance', 'openrouter latency', 'speed up openrouter', 'openrouter optimization'.

Execute understand OpenRouter pricing and cost estimation. Use when budgeting or optimizing costs. Trigger with phrases like 'openrouter pricing', 'openrouter costs', 'openrouter budget', 'openrouter token pricing'.

Execute pre-launch production readiness checklist for OpenRouter. Use when preparing to deploy to production. Trigger with phrases like 'openrouter production', 'openrouter go-live', 'openrouter launch checklist', 'deploy openrouter'.

Handle OpenRouter rate limits with proper backoff strategies. Use when experiencing 429 errors or building high-throughput systems. Trigger with phrases like 'openrouter rate limit', 'openrouter 429', 'openrouter throttle', 'openrouter backoff'.

Execute production reference architecture for OpenRouter deployments. Use when designing or reviewing system architecture. Trigger with phrases like 'openrouter architecture', 'openrouter design', 'production openrouter', 'openrouter infrastructure'.

Implement intelligent model routing based on request characteristics. Use when optimizing for cost, speed, or quality per request. Trigger with phrases like 'openrouter routing', 'model selection', 'smart routing', 'dynamic model'.

Implement common SDK patterns for OpenRouter integration. Use when building production applications. Trigger with phrases like 'openrouter sdk', 'openrouter client pattern', 'openrouter best practices', 'openrouter code patterns'.

Implement streaming responses with OpenRouter. Use when building real-time chat interfaces or reducing time-to-first-token. Trigger with phrases like 'openrouter streaming', 'openrouter sse', 'stream response', 'real-time openrouter'.

Configure OpenRouter for team and organizational use. Use when setting up multi-user access or department billing. Trigger with phrases like 'openrouter team', 'openrouter organization', 'multi-user openrouter', 'openrouter rbac'.

Execute migrate and upgrade OpenRouter SDK versions safely. Use when updating dependencies or migrating configurations. Trigger with phrases like 'openrouter upgrade', 'openrouter migration', 'update openrouter', 'openrouter breaking changes'.

Track and analyze OpenRouter usage patterns. Use when optimizing costs or understanding usage. Trigger with phrases like 'openrouter analytics', 'openrouter usage', 'openrouter metrics', 'track openrouter'.

Build asynchronous video generation workflows with Kling AI. Use when integrating video generation into larger systems or pipelines. Trigger with phrases like 'klingai async', 'kling ai workflow', 'klingai pipeline', 'async video generation'.

Implement comprehensive audit logging for Kling AI operations. Use when tracking API usage, compliance requirements, or security audits. Trigger with phrases like 'klingai audit', 'kling ai logging', 'klingai compliance log', 'video generation audit trail'.

Process multiple video generation requests efficiently with Kling AI. Use when generating multiple videos or building content pipelines. Trigger with phrases like 'klingai batch', 'kling ai bulk', 'multiple videos klingai', 'klingai parallel generation'.

Manage control camera movements in Kling AI video generation. Use when creating cinematic effects, dynamic shots, or specific camera movements. Trigger with phrases like 'klingai camera', 'kling ai camera motion', 'klingai cinematic', 'klingai pan zoom'.

Execute integrate Kling AI video generation into CI/CD pipelines. Use when automating video content generation in build pipelines. Trigger with phrases like 'klingai ci', 'kling ai github actions', 'klingai automation', 'automated video generation'.

Execute diagnose and fix common Kling AI API errors. Use when troubleshooting failed video generation or API issues. Trigger with phrases like 'kling ai error', 'klingai not working', 'fix klingai', 'klingai failed'.

Execute conduct compliance reviews for Kling AI integrations. Use when preparing for audits, ensuring regulatory compliance, or reviewing security posture. Trigger with phrases like 'klingai compliance', 'kling ai audit prep', 'klingai security review', 'video generation compliance'.

Implement content policy compliance for Kling AI. Use when ensuring generated content meets guidelines or filtering inappropriate prompts. Trigger with phrases like 'klingai content policy', 'kling ai moderation', 'safe video generation', 'klingai content filter'.

Implement cost controls and budget management for Kling AI. Use when managing spending limits, tracking costs, or preventing budget overruns. Trigger with phrases like 'klingai cost', 'kling ai budget', 'klingai spending', 'video generation costs'.

Execute set up comprehensive logging and debugging for Kling AI. Use when investigating issues or monitoring requests. Trigger with phrases like 'klingai debug', 'kling ai logging', 'trace klingai', 'monitor klingai requests'.

Create your first Kling AI video generation with a simple example. Use when learning Kling AI or testing your setup. Trigger with phrases like 'kling ai hello world', 'first kling ai video', 'klingai quickstart', 'test klingai'.

Generate videos from static images using Kling AI. Use when animating images, creating motion from stills, or building image-based content. Trigger with phrases like 'klingai image to video', 'kling ai animate image', 'klingai img2vid', 'animate picture klingai'.

Execute set up Kling AI API authentication and configure API keys. Use when starting a new Kling AI integration or troubleshooting auth issues. Trigger with phrases like 'kling ai setup', 'klingai api key', 'kling ai authentication', 'configure klingai'.

Monitor and track Kling AI video generation jobs. Use when managing multiple generations or building job dashboards. Trigger with phrases like 'klingai job status', 'track klingai jobs', 'kling ai monitoring', 'klingai job queue'.

Manage avoid common mistakes when using Kling AI. Use when troubleshooting issues or learning best practices to prevent problems. Trigger with phrases like 'klingai pitfalls', 'kling ai mistakes', 'klingai gotchas', 'klingai best practices'.

Build explore Kling AI models and their capabilities for video generation. Use when selecting models or understanding features. Trigger with phrases like 'kling ai models', 'klingai capabilities', 'kling video models', 'klingai features'.

Optimize Kling AI performance for speed and quality. Use when improving generation times, reducing costs, or enhancing output quality. Trigger with phrases like 'klingai performance', 'kling ai optimization', 'faster klingai', 'klingai quality settings'.

Manage understand Kling AI pricing, credits, and cost optimization. Use when budgeting or optimizing costs for video generation. Trigger with phrases like 'kling ai pricing', 'klingai credits', 'kling ai cost', 'klingai budget'.

Execute pre-launch production readiness checklist for Kling AI. Use when preparing to deploy video generation to production. Trigger with phrases like 'klingai production', 'kling ai go-live', 'klingai launch checklist', 'deploy klingai'.

Handle Kling AI rate limits with proper backoff strategies. Use when experiencing 429 errors or building high-throughput systems. Trigger with phrases like 'klingai rate limit', 'kling ai 429', 'klingai throttle', 'klingai backoff'.

Execute production-ready reference architecture for Kling AI video platforms. Use when designing scalable video generation systems. Trigger with phrases like 'klingai architecture', 'kling ai system design', 'video platform architecture', 'klingai production setup'.

Implement common SDK patterns for Kling AI integration. Use when building production applications with Kling AI. Trigger with phrases like 'klingai sdk', 'kling ai client', 'klingai patterns', 'kling ai best practices'.

Execute integrate Kling AI video output with cloud storage providers. Use when storing generated videos in S3, GCS, or Azure Blob. Trigger with phrases like 'klingai storage', 'save klingai video', 'kling ai cloud storage', 'klingai s3 upload'.

Manage apply artistic styles to Kling AI video generation. Use when creating stylized videos, matching brand aesthetics, or artistic effects. Trigger with phrases like 'klingai style', 'kling ai artistic', 'klingai video style', 'stylize klingai video'.

Configure Kling AI for team and organization use. Use when setting up shared access, managing team API keys, or organizing projects. Trigger with phrases like 'klingai team', 'kling ai organization', 'klingai multi-user', 'shared klingai access'.

Generate videos from text prompts with Kling AI. Use when creating videos from descriptions or learning prompt techniques. Trigger with phrases like 'kling ai text to video', 'klingai prompt', 'generate video from text', 'text2video kling'.

Execute migrate and upgrade Kling AI SDK versions safely. Use when updating dependencies or migrating configurations. Trigger with phrases like 'klingai upgrade', 'kling ai migration', 'update klingai', 'klingai breaking changes'.

Build usage analytics and reporting for Kling AI. Use when tracking generation patterns, analyzing costs, or creating dashboards. Trigger with phrases like 'klingai analytics', 'kling ai usage report', 'klingai metrics', 'video generation stats'.

Execute extend video duration using Kling AI continuation features. Use when creating longer videos from shorter clips or building seamless sequences. Trigger with phrases like 'klingai extend video', 'kling ai video continuation', 'klingai longer video', 'extend klingai clip'.

Configure webhooks for Kling AI job completion notifications. Use when building event-driven video pipelines or need real-time job status updates. Trigger with phrases like 'klingai webhook', 'kling ai callback', 'klingai notifications', 'video completion webhook'.

Apply Windsurf advanced debugging techniques for hard-to-diagnose issues. Use when standard troubleshooting fails, investigating complex race conditions, or preparing evidence bundles for Windsurf support escalation. Trigger with phrases like "windsurf hard bug", "windsurf mystery error", "windsurf impossible to debug", "difficult windsurf issue", "windsurf deep debug".

Choose and implement Windsurf validated architecture blueprints for different scales. Use when designing new Windsurf integrations, choosing between monolith/service/microservice architectures, or planning migration paths for Windsurf applications. Trigger with phrases like "windsurf architecture", "windsurf blueprint", "how to structure windsurf", "windsurf project layout", "windsurf microservice".

Configure Windsurf CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating Windsurf tests into your build process. Trigger with phrases like "windsurf CI", "windsurf GitHub Actions", "windsurf automated tests", "CI windsurf".

Diagnose and fix Windsurf common errors and exceptions. Use when encountering Windsurf errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "windsurf error", "fix windsurf", "windsurf not working", "debug windsurf".

Execute Windsurf primary workflow: Core Workflow A. Use when implementing primary use case, building main features, or core integration tasks. Trigger with phrases like "windsurf main workflow", "primary task with windsurf".

Execute Windsurf secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "windsurf secondary workflow", "secondary task with windsurf".

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

Implement Windsurf PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for Windsurf integrations. Trigger with phrases like "windsurf data", "windsurf PII", "windsurf GDPR", "windsurf data retention", "windsurf privacy", "windsurf CCPA".

Collect Windsurf debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Windsurf problems. Trigger with phrases like "windsurf debug", "windsurf support bundle", "collect windsurf logs", "windsurf diagnostic".

Configure Windsurf enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls for Windsurf. Trigger with phrases like "windsurf SSO", "windsurf RBAC", "windsurf enterprise", "windsurf roles", "windsurf permissions", "windsurf SAML".

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

Execute Windsurf incident response procedures with triage, mitigation, and postmortem. Use when responding to Windsurf-related outages, investigating errors, or running post-incident reviews for Windsurf integration failures. Trigger with phrases like "windsurf incident", "windsurf outage", "windsurf down", "windsurf on-call", "windsurf emergency", "windsurf broken".

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

Identify and avoid Windsurf anti-patterns and common integration mistakes. Use when reviewing Windsurf code for issues, onboarding new developers, or auditing existing Windsurf integrations for best practices violations. Trigger with phrases like "windsurf mistakes", "windsurf anti-patterns", "windsurf pitfalls", "windsurf what not to do", "windsurf code review".

Configure Windsurf local development with hot reload and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with Windsurf. Trigger with phrases like "windsurf dev setup", "windsurf local development", "windsurf dev environment", "develop with windsurf".

Execute Windsurf major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from Windsurf, performing major version upgrades, or re-platforming existing integrations to Windsurf. Trigger with phrases like "migrate windsurf", "windsurf migration", "switch to windsurf", "windsurf replatform", "windsurf upgrade major".

Set up comprehensive observability for Windsurf integrations with metrics, traces, and alerts. Use when implementing monitoring for Windsurf operations, setting up dashboards, or configuring alerting for Windsurf integration health. Trigger with phrases like "windsurf monitoring", "windsurf metrics", "windsurf observability", "monitor windsurf", "windsurf alerts", "windsurf tracing".

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

Implement Windsurf lint rules, policy enforcement, and automated guardrails. Use when setting up code quality rules for Windsurf integrations, implementing pre-commit hooks, or configuring CI policy checks for Windsurf best practices. Trigger with phrases like "windsurf policy", "windsurf lint", "windsurf guardrails", "windsurf best practices check", "windsurf eslint".

Execute Windsurf production deployment checklist and rollback procedures. Use when deploying Windsurf integrations to production, preparing for launch, or implementing go-live procedures. Trigger with phrases like "windsurf production", "deploy windsurf", "windsurf go-live", "windsurf launch checklist".

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

Implement Windsurf reference architecture with best-practice project layout. Use when designing new Windsurf integrations, reviewing project structure, or establishing architecture standards for Windsurf applications. Trigger with phrases like "windsurf architecture", "windsurf best practices", "windsurf project structure", "how to organize windsurf", "windsurf layout".

Implement Windsurf reliability patterns including circuit breakers, idempotency, and graceful degradation. Use when building fault-tolerant Windsurf integrations, implementing retry strategies, or adding resilience to production Windsurf services. Trigger with phrases like "windsurf reliability", "windsurf circuit breaker", "windsurf idempotent", "windsurf resilience", "windsurf fallback", "windsurf bulkhead".

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

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

Implement Windsurf webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Windsurf event notifications securely. Trigger with phrases like "windsurf webhook", "windsurf events", "windsurf webhook signature", "handle windsurf events", "windsurf notifications".

Execute advanced Sentry troubleshooting techniques. Use when debugging complex SDK issues, missing events, source map problems, or performance anomalies. Trigger with phrases like "sentry not working", "debug sentry", "sentry events missing", "fix sentry issues".

Execute sentry architecture patterns for different application types. Use when setting up Sentry for monoliths, microservices, serverless, or hybrid architectures. Trigger with phrases like "sentry monolith setup", "sentry microservices", "sentry serverless", "sentry architecture pattern".

Manage integrate Sentry with CI/CD pipelines. Use when setting up GitHub Actions, GitLab CI, or other CI systems with Sentry releases and source maps. Trigger with phrases like "sentry github actions", "sentry CI", "sentry pipeline", "automate sentry releases".

Execute troubleshoot common Sentry integration issues and fixes. Use when encountering Sentry errors, missing events, or configuration problems. Trigger with phrases like "sentry not working", "sentry errors missing", "fix sentry", "sentry troubleshoot".

Optimize Sentry costs and event volume. Use when managing Sentry billing, reducing event volume, or optimizing quota usage. Trigger with phrases like "reduce sentry costs", "sentry billing", "sentry quota", "optimize sentry spend".

Manage sensitive data properly in Sentry. Use when configuring PII scrubbing, data retention, GDPR compliance, or data security settings. Trigger with phrases like "sentry pii", "sentry gdpr", "sentry data privacy", "scrub sensitive data sentry".

Execute collect debug information for Sentry support tickets. Use when preparing support requests, debugging complex issues, or gathering diagnostic information. Trigger with phrases like "sentry debug info", "sentry support ticket", "gather sentry diagnostics", "sentry debug bundle".

Track deployments and releases in Sentry. Use when configuring deployment tracking, release health, or connecting deployments to error data. Trigger with phrases like "sentry deploy tracking", "sentry release health", "track deployments sentry", "sentry deployment notification".

Configure enterprise role-based access control in Sentry. Use when setting up team permissions, SSO integration, or managing organizational access. Trigger with phrases like "sentry rbac", "sentry permissions", "sentry team access", "sentry sso setup".

Execute advanced error capture and context enrichment with Sentry. Use when implementing detailed error tracking, adding context, or customizing error capture behavior. Trigger with phrases like "sentry error capture", "sentry context", "enrich sentry errors", "sentry exception handling".

Execute capture your first error with Sentry and verify it appears in the dashboard. Use when testing Sentry integration or verifying error capture works. Trigger with phrases like "test sentry", "sentry hello world", "verify sentry", "first sentry error".

Manage incident response procedures using Sentry. Use when investigating production issues, triaging errors, or creating incident response workflows. Trigger with phrases like "sentry incident response", "sentry triage", "investigate sentry error", "sentry runbook".

Install and configure Sentry SDK authentication. Use when setting up a new Sentry integration, configuring DSN, or initializing Sentry in your project. Trigger with phrases like "install sentry", "setup sentry", "sentry auth", "configure sentry DSN".

Execute common Sentry pitfalls and how to avoid them. Use when troubleshooting Sentry issues, reviewing configurations, or preventing common mistakes. Trigger with phrases like "sentry mistakes", "sentry pitfalls", "sentry common issues", "sentry anti-patterns".

Manage scale Sentry for high-traffic applications. Use when optimizing for high event volumes, managing costs at scale, or tuning for performance. Trigger with phrases like "sentry high traffic", "scale sentry", "sentry high volume", "sentry millions events".

Execute set up local development workflow with Sentry. Use when configuring Sentry for development environments, setting up debug mode, or testing error capture locally. Trigger with phrases like "sentry local dev", "sentry development", "debug sentry", "sentry dev environment".

Execute migrate to Sentry from other error tracking tools. Use when migrating from Rollbar, Bugsnag, Raygun, or other error tracking solutions. Trigger with phrases like "migrate to sentry", "sentry migration", "switch from rollbar to sentry", "replace bugsnag with sentry".

Configure Sentry across multiple environments. Use when setting up Sentry for dev/staging/production, managing environment-specific configurations, or isolating data. Trigger with phrases like "sentry environments", "sentry staging setup", "multi-environment sentry", "sentry dev vs prod".

Execute integrate Sentry with observability stack. Use when connecting Sentry to logging, metrics, APM tools, or building unified observability dashboards. Trigger with phrases like "sentry observability", "sentry logging integration", "sentry metrics", "sentry datadog integration".

Execute set up performance monitoring and distributed tracing with Sentry. Use when implementing performance tracking, tracing requests, or monitoring application performance. Trigger with phrases like "sentry performance", "sentry tracing", "sentry APM", "monitor performance sentry".

Optimize Sentry performance monitoring configuration. Use when tuning sample rates, reducing overhead, or improving performance data quality. Trigger with phrases like "sentry performance optimize", "tune sentry tracing", "sentry overhead", "improve sentry performance".

Implement governance and policy guardrails for Sentry. Use when enforcing organizational standards, compliance rules, or standardizing Sentry usage across teams. Trigger with phrases like "sentry governance", "sentry standards", "sentry policy", "enforce sentry configuration".

Execute production deployment checklist for Sentry integration. Use when preparing for production deployment, reviewing Sentry configuration, or verifying production readiness. Trigger with phrases like "sentry production", "deploy sentry", "sentry checklist", "sentry go-live".

Manage Sentry rate limits and quota optimization. Use when hitting rate limits, optimizing event volume, or managing Sentry costs. Trigger with phrases like "sentry rate limit", "sentry quota", "reduce sentry events", "sentry 429".

Manage best-practice Sentry architecture patterns. Use when designing Sentry integration architecture, structuring projects, or planning enterprise rollout. Trigger with phrases like "sentry architecture", "sentry best practices", "design sentry integration", "sentry project structure".

Manage Sentry releases and associate commits. Use when creating releases, tracking commits, or managing release artifacts. Trigger with phrases like "sentry release", "sentry commits", "manage sentry versions", "sentry release workflow".

Build reliable Sentry integrations. Use when handling SDK failures gracefully, implementing retry logic, or ensuring error tracking uptime. Trigger with phrases like "sentry reliability", "sentry failover", "sentry sdk failure handling", "resilient sentry setup".

Execute best practices for using Sentry SDK in TypeScript and Python. Use when implementing error handling patterns, structuring Sentry code, or optimizing SDK usage. Trigger with phrases like "sentry best practices", "sentry patterns", "sentry sdk usage", "sentry code structure".

Configure Sentry security settings and data protection. Use when setting up data scrubbing, managing sensitive data, or configuring security policies. Trigger with phrases like "sentry security", "sentry PII", "sentry data scrubbing", "secure sentry".

Execute upgrade Sentry SDK and migrate between versions. Use when upgrading Sentry SDK, handling breaking changes, or migrating from legacy versions. Trigger with phrases like "upgrade sentry", "sentry migration", "update sentry sdk", "sentry breaking changes".

Apply Retell AI advanced debugging techniques for hard-to-diagnose issues. Use when standard troubleshooting fails, investigating complex race conditions, or preparing evidence bundles for Retell AI support escalation. Trigger with phrases like "retellai hard bug", "retellai mystery error", "retellai impossible to debug", "difficult retellai issue", "retellai deep debug".

Choose and implement Retell AI validated architecture blueprints for different scales. Use when designing new Retell AI integrations, choosing between monolith/service/microservice architectures, or planning migration paths for Retell AI applications. Trigger with phrases like "retellai architecture", "retellai blueprint", "how to structure retellai", "retellai project layout", "retellai microservice".

Configure Retell AI CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating Retell AI tests into your build process. Trigger with phrases like "retellai CI", "retellai GitHub Actions", "retellai automated tests", "CI retellai".

Diagnose and fix Retell AI common errors and exceptions. Use when encountering Retell AI errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "retellai error", "fix retellai", "retellai not working", "debug retellai".

Execute Retell AI primary workflow: Core Workflow A. Use when implementing primary use case, building main features, or core integration tasks. Trigger with phrases like "retellai main workflow", "primary task with retellai".

Execute Retell AI secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "retellai secondary workflow", "secondary task with retellai".

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

Implement Retell AI PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for Retell AI integrations. Trigger with phrases like "retellai data", "retellai PII", "retellai GDPR", "retellai data retention", "retellai privacy", "retellai CCPA".

Collect Retell AI debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Retell AI problems. Trigger with phrases like "retellai debug", "retellai support bundle", "collect retellai logs", "retellai diagnostic".

Configure Retell AI enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls for Retell AI. Trigger with phrases like "retellai SSO", "retellai RBAC", "retellai enterprise", "retellai roles", "retellai permissions", "retellai SAML".

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

Execute Retell AI incident response procedures with triage, mitigation, and postmortem. Use when responding to Retell AI-related outages, investigating errors, or running post-incident reviews for Retell AI integration failures. Trigger with phrases like "retellai incident", "retellai outage", "retellai down", "retellai on-call", "retellai emergency", "retellai broken".

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

Identify and avoid Retell AI anti-patterns and common integration mistakes. Use when reviewing Retell AI code for issues, onboarding new developers, or auditing existing Retell AI integrations for best practices violations. Trigger with phrases like "retellai mistakes", "retellai anti-patterns", "retellai pitfalls", "retellai what not to do", "retellai code review".

Configure Retell AI local development with hot reload and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with Retell AI. Trigger with phrases like "retellai dev setup", "retellai local development", "retellai dev environment", "develop with retellai".

Execute Retell AI major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from Retell AI, performing major version upgrades, or re-platforming existing integrations to Retell AI. Trigger with phrases like "migrate retellai", "retellai migration", "switch to retellai", "retellai replatform", "retellai upgrade major".

Set up comprehensive observability for Retell AI integrations with metrics, traces, and alerts. Use when implementing monitoring for Retell AI operations, setting up dashboards, or configuring alerting for Retell AI integration health. Trigger with phrases like "retellai monitoring", "retellai metrics", "retellai observability", "monitor retellai", "retellai alerts", "retellai tracing".

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

Implement Retell AI lint rules, policy enforcement, and automated guardrails. Use when setting up code quality rules for Retell AI integrations, implementing pre-commit hooks, or configuring CI policy checks for Retell AI best practices. Trigger with phrases like "retellai policy", "retellai lint", "retellai guardrails", "retellai best practices check", "retellai eslint".

Execute Retell AI production deployment checklist and rollback procedures. Use when deploying Retell AI integrations to production, preparing for launch, or implementing go-live procedures. Trigger with phrases like "retellai production", "deploy retellai", "retellai go-live", "retellai launch checklist".

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

Implement Retell AI reference architecture with best-practice project layout. Use when designing new Retell AI integrations, reviewing project structure, or establishing architecture standards for Retell AI applications. Trigger with phrases like "retellai architecture", "retellai best practices", "retellai project structure", "how to organize retellai", "retellai layout".

Implement Retell AI reliability patterns including circuit breakers, idempotency, and graceful degradation. Use when building fault-tolerant Retell AI integrations, implementing retry strategies, or adding resilience to production Retell AI services. Trigger with phrases like "retellai reliability", "retellai circuit breaker", "retellai idempotent", "retellai resilience", "retellai fallback", "retellai bulkhead".

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

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

Implement Retell AI webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Retell AI event notifications securely. Trigger with phrases like "retellai webhook", "retellai events", "retellai webhook signature", "handle retellai events", "retellai notifications".

Apply FireCrawl advanced debugging techniques for hard-to-diagnose issues. Use when standard troubleshooting fails, investigating complex race conditions, or preparing evidence bundles for FireCrawl support escalation. Trigger with phrases like "firecrawl hard bug", "firecrawl mystery error", "firecrawl impossible to debug", "difficult firecrawl issue", "firecrawl deep debug".

Choose and implement FireCrawl validated architecture blueprints for different scales. Use when designing new FireCrawl integrations, choosing between monolith/service/microservice architectures, or planning migration paths for FireCrawl applications. Trigger with phrases like "firecrawl architecture", "firecrawl blueprint", "how to structure firecrawl", "firecrawl project layout", "firecrawl microservice".

Configure FireCrawl CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating FireCrawl tests into your build process. Trigger with phrases like "firecrawl CI", "firecrawl GitHub Actions", "firecrawl automated tests", "CI firecrawl".

Diagnose and fix FireCrawl common errors and exceptions. Use when encountering FireCrawl errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "firecrawl error", "fix firecrawl", "firecrawl not working", "debug firecrawl".

Execute FireCrawl primary workflow: Core Workflow A. Use when implementing primary use case, building main features, or core integration tasks. Trigger with phrases like "firecrawl main workflow", "primary task with firecrawl".

Execute FireCrawl secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "firecrawl secondary workflow", "secondary task with firecrawl".

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

Implement FireCrawl PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for FireCrawl integrations. Trigger with phrases like "firecrawl data", "firecrawl PII", "firecrawl GDPR", "firecrawl data retention", "firecrawl privacy", "firecrawl CCPA".

Collect FireCrawl debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for FireCrawl problems. Trigger with phrases like "firecrawl debug", "firecrawl support bundle", "collect firecrawl logs", "firecrawl diagnostic".

Configure FireCrawl enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls for FireCrawl. Trigger with phrases like "firecrawl SSO", "firecrawl RBAC", "firecrawl enterprise", "firecrawl roles", "firecrawl permissions", "firecrawl SAML".

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

Execute FireCrawl incident response procedures with triage, mitigation, and postmortem. Use when responding to FireCrawl-related outages, investigating errors, or running post-incident reviews for FireCrawl integration failures. Trigger with phrases like "firecrawl incident", "firecrawl outage", "firecrawl down", "firecrawl on-call", "firecrawl emergency", "firecrawl broken".

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

Identify and avoid FireCrawl anti-patterns and common integration mistakes. Use when reviewing FireCrawl code for issues, onboarding new developers, or auditing existing FireCrawl integrations for best practices violations. Trigger with phrases like "firecrawl mistakes", "firecrawl anti-patterns", "firecrawl pitfalls", "firecrawl what not to do", "firecrawl code review".

Configure FireCrawl local development with hot reload and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with FireCrawl. Trigger with phrases like "firecrawl dev setup", "firecrawl local development", "firecrawl dev environment", "develop with firecrawl".

Execute FireCrawl major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from FireCrawl, performing major version upgrades, or re-platforming existing integrations to FireCrawl. Trigger with phrases like "migrate firecrawl", "firecrawl migration", "switch to firecrawl", "firecrawl replatform", "firecrawl upgrade major".

Set up comprehensive observability for FireCrawl integrations with metrics, traces, and alerts. Use when implementing monitoring for FireCrawl operations, setting up dashboards, or configuring alerting for FireCrawl integration health. Trigger with phrases like "firecrawl monitoring", "firecrawl metrics", "firecrawl observability", "monitor firecrawl", "firecrawl alerts", "firecrawl tracing".

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

Implement FireCrawl lint rules, policy enforcement, and automated guardrails. Use when setting up code quality rules for FireCrawl integrations, implementing pre-commit hooks, or configuring CI policy checks for FireCrawl best practices. Trigger with phrases like "firecrawl policy", "firecrawl lint", "firecrawl guardrails", "firecrawl best practices check", "firecrawl eslint".

Execute FireCrawl production deployment checklist and rollback procedures. Use when deploying FireCrawl integrations to production, preparing for launch, or implementing go-live procedures. Trigger with phrases like "firecrawl production", "deploy firecrawl", "firecrawl go-live", "firecrawl launch checklist".

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

Implement FireCrawl reference architecture with best-practice project layout. Use when designing new FireCrawl integrations, reviewing project structure, or establishing architecture standards for FireCrawl applications. Trigger with phrases like "firecrawl architecture", "firecrawl best practices", "firecrawl project structure", "how to organize firecrawl", "firecrawl layout".

Implement FireCrawl reliability patterns including circuit breakers, idempotency, and graceful degradation. Use when building fault-tolerant FireCrawl integrations, implementing retry strategies, or adding resilience to production FireCrawl services. Trigger with phrases like "firecrawl reliability", "firecrawl circuit breaker", "firecrawl idempotent", "firecrawl resilience", "firecrawl fallback", "firecrawl bulkhead".

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

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

Implement FireCrawl webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling FireCrawl event notifications securely. Trigger with phrases like "firecrawl webhook", "firecrawl events", "firecrawl webhook signature", "handle firecrawl events", "firecrawl notifications".

Apply Replit advanced debugging techniques for hard-to-diagnose issues. Use when standard troubleshooting fails, investigating complex race conditions, or preparing evidence bundles for Replit support escalation. Trigger with phrases like "replit hard bug", "replit mystery error", "replit impossible to debug", "difficult replit issue", "replit deep debug".

Choose and implement Replit validated architecture blueprints for different scales. Use when designing new Replit integrations, choosing between monolith/service/microservice architectures, or planning migration paths for Replit applications. Trigger with phrases like "replit architecture", "replit blueprint", "how to structure replit", "replit project layout", "replit microservice".

Configure Replit CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating Replit tests into your build process. Trigger with phrases like "replit CI", "replit GitHub Actions", "replit automated tests", "CI replit".

Diagnose and fix Replit common errors and exceptions. Use when encountering Replit errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "replit error", "fix replit", "replit not working", "debug replit".

Execute Replit primary workflow: Core Workflow A. Use when implementing primary use case, building main features, or core integration tasks. Trigger with phrases like "replit main workflow", "primary task with replit".

Execute Replit secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "replit secondary workflow", "secondary task with replit".

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

Implement Replit PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for Replit integrations. Trigger with phrases like "replit data", "replit PII", "replit GDPR", "replit data retention", "replit privacy", "replit CCPA".

Collect Replit debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Replit problems. Trigger with phrases like "replit debug", "replit support bundle", "collect replit logs", "replit diagnostic".

Configure Replit enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls for Replit. Trigger with phrases like "replit SSO", "replit RBAC", "replit enterprise", "replit roles", "replit permissions", "replit SAML".

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

Execute Replit incident response procedures with triage, mitigation, and postmortem. Use when responding to Replit-related outages, investigating errors, or running post-incident reviews for Replit integration failures. Trigger with phrases like "replit incident", "replit outage", "replit down", "replit on-call", "replit emergency", "replit broken".

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

Identify and avoid Replit anti-patterns and common integration mistakes. Use when reviewing Replit code for issues, onboarding new developers, or auditing existing Replit integrations for best practices violations. Trigger with phrases like "replit mistakes", "replit anti-patterns", "replit pitfalls", "replit what not to do", "replit code review".

Configure Replit local development with hot reload and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with Replit. Trigger with phrases like "replit dev setup", "replit local development", "replit dev environment", "develop with replit".

Execute Replit major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from Replit, performing major version upgrades, or re-platforming existing integrations to Replit. Trigger with phrases like "migrate replit", "replit migration", "switch to replit", "replit replatform", "replit upgrade major".

Set up comprehensive observability for Replit integrations with metrics, traces, and alerts. Use when implementing monitoring for Replit operations, setting up dashboards, or configuring alerting for Replit integration health. Trigger with phrases like "replit monitoring", "replit metrics", "replit observability", "monitor replit", "replit alerts", "replit tracing".

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

Implement Replit lint rules, policy enforcement, and automated guardrails. Use when setting up code quality rules for Replit integrations, implementing pre-commit hooks, or configuring CI policy checks for Replit best practices. Trigger with phrases like "replit policy", "replit lint", "replit guardrails", "replit best practices check", "replit eslint".

Execute Replit production deployment checklist and rollback procedures. Use when deploying Replit integrations to production, preparing for launch, or implementing go-live procedures. Trigger with phrases like "replit production", "deploy replit", "replit go-live", "replit launch checklist".

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

Implement Replit reference architecture with best-practice project layout. Use when designing new Replit integrations, reviewing project structure, or establishing architecture standards for Replit applications. Trigger with phrases like "replit architecture", "replit best practices", "replit project structure", "how to organize replit", "replit layout".

Implement Replit reliability patterns including circuit breakers, idempotency, and graceful degradation. Use when building fault-tolerant Replit integrations, implementing retry strategies, or adding resilience to production Replit services. Trigger with phrases like "replit reliability", "replit circuit breaker", "replit idempotent", "replit resilience", "replit fallback", "replit bulkhead".

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

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

Implement Replit webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Replit event notifications securely. Trigger with phrases like "replit webhook", "replit events", "replit webhook signature", "handle replit events", "replit notifications".

Configure Vast.ai CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating Vast.ai tests into your build process. Trigger with phrases like "vastai CI", "vastai GitHub Actions", "vastai automated tests", "CI vastai".

Diagnose and fix Vast.ai common errors and exceptions. Use when encountering Vast.ai errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "vastai error", "fix vastai", "vastai not working", "debug vastai".

Execute Vast.ai primary workflow: Core Workflow A. Use when implementing primary use case, building main features, or core integration tasks. Trigger with phrases like "vastai main workflow", "primary task with vastai".

Execute Vast.ai secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "vastai secondary workflow", "secondary task with vastai".

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

Implement Vast.ai PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for Vast.ai integrations. Trigger with phrases like "vastai data", "vastai PII", "vastai GDPR", "vastai data retention", "vastai privacy", "vastai CCPA".

Collect Vast.ai debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Vast.ai problems. Trigger with phrases like "vastai debug", "vastai support bundle", "collect vastai logs", "vastai diagnostic".

Configure Vast.ai enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls for Vast.ai. Trigger with phrases like "vastai SSO", "vastai RBAC", "vastai enterprise", "vastai roles", "vastai permissions", "vastai SAML".

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

Execute Vast.ai incident response procedures with triage, mitigation, and postmortem. Use when responding to Vast.ai-related outages, investigating errors, or running post-incident reviews for Vast.ai integration failures. Trigger with phrases like "vastai incident", "vastai outage", "vastai down", "vastai on-call", "vastai emergency", "vastai broken".

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

Configure Vast.ai local development with hot reload and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with Vast.ai. Trigger with phrases like "vastai dev setup", "vastai local development", "vastai dev environment", "develop with vastai".

Execute Vast.ai major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from Vast.ai, performing major version upgrades, or re-platforming existing integrations to Vast.ai. Trigger with phrases like "migrate vastai", "vastai migration", "switch to vastai", "vastai replatform", "vastai upgrade major".

Set up comprehensive observability for Vast.ai integrations with metrics, traces, and alerts. Use when implementing monitoring for Vast.ai operations, setting up dashboards, or configuring alerting for Vast.ai integration health. Trigger with phrases like "vastai monitoring", "vastai metrics", "vastai observability", "monitor vastai", "vastai alerts", "vastai tracing".

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

Execute Vast.ai production deployment checklist and rollback procedures. Use when deploying Vast.ai integrations to production, preparing for launch, or implementing go-live procedures. Trigger with phrases like "vastai production", "deploy vastai", "vastai go-live", "vastai launch checklist".

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

Implement Vast.ai reference architecture with best-practice project layout. Use when designing new Vast.ai integrations, reviewing project structure, or establishing architecture standards for Vast.ai applications. Trigger with phrases like "vastai architecture", "vastai best practices", "vastai project structure", "how to organize vastai", "vastai layout".

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

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

Implement Vast.ai webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Vast.ai event notifications securely. Trigger with phrases like "vastai webhook", "vastai events", "vastai webhook signature", "handle vastai events", "vastai notifications".

Configure PostHog CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating PostHog tests into your build process. Trigger with phrases like "posthog CI", "posthog GitHub Actions", "posthog automated tests", "CI posthog".

Diagnose and fix PostHog common errors and exceptions. Use when encountering PostHog errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "posthog error", "fix posthog", "posthog not working", "debug posthog".

Execute PostHog primary workflow: Core Workflow A. Use when implementing primary use case, building main features, or core integration tasks. Trigger with phrases like "posthog main workflow", "primary task with posthog".

Execute PostHog secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "posthog secondary workflow", "secondary task with posthog".

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

Implement PostHog PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for PostHog integrations. Trigger with phrases like "posthog data", "posthog PII", "posthog GDPR", "posthog data retention", "posthog privacy", "posthog CCPA".

Collect PostHog debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for PostHog problems. Trigger with phrases like "posthog debug", "posthog support bundle", "collect posthog logs", "posthog diagnostic".

Configure PostHog enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls for PostHog. Trigger with phrases like "posthog SSO", "posthog RBAC", "posthog enterprise", "posthog roles", "posthog permissions", "posthog SAML".

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

Execute PostHog incident response procedures with triage, mitigation, and postmortem. Use when responding to PostHog-related outages, investigating errors, or running post-incident reviews for PostHog integration failures. Trigger with phrases like "posthog incident", "posthog outage", "posthog down", "posthog on-call", "posthog emergency", "posthog broken".

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

Configure PostHog local development with hot reload and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with PostHog. Trigger with phrases like "posthog dev setup", "posthog local development", "posthog dev environment", "develop with posthog".

Execute PostHog major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from PostHog, performing major version upgrades, or re-platforming existing integrations to PostHog. Trigger with phrases like "migrate posthog", "posthog migration", "switch to posthog", "posthog replatform", "posthog upgrade major".

Set up comprehensive observability for PostHog integrations with metrics, traces, and alerts. Use when implementing monitoring for PostHog operations, setting up dashboards, or configuring alerting for PostHog integration health. Trigger with phrases like "posthog monitoring", "posthog metrics", "posthog observability", "monitor posthog", "posthog alerts", "posthog tracing".

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

Execute PostHog production deployment checklist and rollback procedures. Use when deploying PostHog integrations to production, preparing for launch, or implementing go-live procedures. Trigger with phrases like "posthog production", "deploy posthog", "posthog go-live", "posthog launch checklist".

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

Implement PostHog reference architecture with best-practice project layout. Use when designing new PostHog integrations, reviewing project structure, or establishing architecture standards for PostHog applications. Trigger with phrases like "posthog architecture", "posthog best practices", "posthog project structure", "how to organize posthog", "posthog layout".

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

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

Implement PostHog webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling PostHog event notifications securely. Trigger with phrases like "posthog webhook", "posthog events", "posthog webhook signature", "handle posthog events", "posthog notifications".

Configure Instantly CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating Instantly tests into your build process. Trigger with phrases like "instantly CI", "instantly GitHub Actions", "instantly automated tests", "CI instantly".

Diagnose and fix Instantly common errors and exceptions. Use when encountering Instantly errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "instantly error", "fix instantly", "instantly not working", "debug instantly".

Execute Instantly primary workflow: Core Workflow A. Use when implementing primary use case, building main features, or core integration tasks. Trigger with phrases like "instantly main workflow", "primary task with instantly".

Execute Instantly secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "instantly secondary workflow", "secondary task with instantly".

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

Implement Instantly PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for Instantly integrations. Trigger with phrases like "instantly data", "instantly PII", "instantly GDPR", "instantly data retention", "instantly privacy", "instantly CCPA".

Collect Instantly debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Instantly problems. Trigger with phrases like "instantly debug", "instantly support bundle", "collect instantly logs", "instantly diagnostic".

Configure Instantly enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls for Instantly. Trigger with phrases like "instantly SSO", "instantly RBAC", "instantly enterprise", "instantly roles", "instantly permissions", "instantly SAML".

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

Execute Instantly incident response procedures with triage, mitigation, and postmortem. Use when responding to Instantly-related outages, investigating errors, or running post-incident reviews for Instantly integration failures. Trigger with phrases like "instantly incident", "instantly outage", "instantly down", "instantly on-call", "instantly emergency", "instantly broken".

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

Configure Instantly local development with hot reload and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with Instantly. Trigger with phrases like "instantly dev setup", "instantly local development", "instantly dev environment", "develop with instantly".

Execute Instantly major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from Instantly, performing major version upgrades, or re-platforming existing integrations to Instantly. Trigger with phrases like "migrate instantly", "instantly migration", "switch to instantly", "instantly replatform", "instantly upgrade major".

Set up comprehensive observability for Instantly integrations with metrics, traces, and alerts. Use when implementing monitoring for Instantly operations, setting up dashboards, or configuring alerting for Instantly integration health. Trigger with phrases like "instantly monitoring", "instantly metrics", "instantly observability", "monitor instantly", "instantly alerts", "instantly tracing".

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

Execute Instantly production deployment checklist and rollback procedures. Use when deploying Instantly integrations to production, preparing for launch, or implementing go-live procedures. Trigger with phrases like "instantly production", "deploy instantly", "instantly go-live", "instantly launch checklist".

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

Implement Instantly reference architecture with best-practice project layout. Use when designing new Instantly integrations, reviewing project structure, or establishing architecture standards for Instantly applications. Trigger with phrases like "instantly architecture", "instantly best practices", "instantly project structure", "how to organize instantly", "instantly layout".

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

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

Implement Instantly webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Instantly event notifications securely. Trigger with phrases like "instantly webhook", "instantly events", "instantly webhook signature", "handle instantly events", "instantly notifications".

Configure Ideogram CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating Ideogram tests into your build process. Trigger with phrases like "ideogram CI", "ideogram GitHub Actions", "ideogram automated tests", "CI ideogram".

Diagnose and fix Ideogram common errors and exceptions. Use when encountering Ideogram errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "ideogram error", "fix ideogram", "ideogram not working", "debug ideogram".

Execute Ideogram primary workflow: Core Workflow A. Use when implementing primary use case, building main features, or core integration tasks. Trigger with phrases like "ideogram main workflow", "primary task with ideogram".

Execute Ideogram secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "ideogram secondary workflow", "secondary task with ideogram".

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

Implement Ideogram PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for Ideogram integrations. Trigger with phrases like "ideogram data", "ideogram PII", "ideogram GDPR", "ideogram data retention", "ideogram privacy", "ideogram CCPA".

Collect Ideogram debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Ideogram problems. Trigger with phrases like "ideogram debug", "ideogram support bundle", "collect ideogram logs", "ideogram diagnostic".

Configure Ideogram enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls for Ideogram. Trigger with phrases like "ideogram SSO", "ideogram RBAC", "ideogram enterprise", "ideogram roles", "ideogram permissions", "ideogram SAML".

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

Execute Ideogram incident response procedures with triage, mitigation, and postmortem. Use when responding to Ideogram-related outages, investigating errors, or running post-incident reviews for Ideogram integration failures. Trigger with phrases like "ideogram incident", "ideogram outage", "ideogram down", "ideogram on-call", "ideogram emergency", "ideogram broken".

Install and configure Ideogram SDK/CLI 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".

Configure Ideogram local development with hot reload and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with Ideogram. Trigger with phrases like "ideogram dev setup", "ideogram local development", "ideogram dev environment", "develop with ideogram".

Execute Ideogram major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from Ideogram, performing major version upgrades, or re-platforming existing integrations to Ideogram. Trigger with phrases like "migrate ideogram", "ideogram migration", "switch to ideogram", "ideogram replatform", "ideogram upgrade major".

Set up comprehensive observability for Ideogram integrations with metrics, traces, and alerts. Use when implementing monitoring for Ideogram operations, setting up dashboards, or configuring alerting for Ideogram integration health. Trigger with phrases like "ideogram monitoring", "ideogram metrics", "ideogram observability", "monitor ideogram", "ideogram alerts", "ideogram tracing".

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

Execute Ideogram production deployment checklist and rollback procedures. Use when deploying Ideogram integrations to production, preparing for launch, or implementing go-live procedures. Trigger with phrases like "ideogram production", "deploy ideogram", "ideogram go-live", "ideogram launch checklist".

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

Implement Ideogram reference architecture with best-practice project layout. Use when designing new Ideogram integrations, reviewing project structure, or establishing architecture standards for Ideogram applications. Trigger with phrases like "ideogram architecture", "ideogram best practices", "ideogram project structure", "how to organize ideogram", "ideogram layout".

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

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

Implement Ideogram webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Ideogram event notifications securely. Trigger with phrases like "ideogram webhook", "ideogram events", "ideogram webhook signature", "handle ideogram events", "ideogram notifications".

Configure Groq CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating Groq tests into your build process. Trigger with phrases like "groq CI", "groq GitHub Actions", "groq automated tests", "CI groq".

Diagnose and fix Groq common errors and exceptions. 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".

Execute Groq primary workflow: Core Workflow A. Use when implementing primary use case, building main features, or core integration tasks. Trigger with phrases like "groq main workflow", "primary task with groq".

Execute Groq secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "groq secondary workflow", "secondary task with groq".

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

Implement Groq PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for Groq integrations. Trigger with phrases like "groq data", "groq PII", "groq GDPR", "groq data retention", "groq privacy", "groq CCPA".

Collect Groq debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Groq problems. Trigger with phrases like "groq debug", "groq support bundle", "collect groq logs", "groq diagnostic".

Configure Groq enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls for Groq. Trigger with phrases like "groq SSO", "groq RBAC", "groq enterprise", "groq roles", "groq permissions", "groq SAML".

Create a minimal working Groq 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".

Execute Groq incident response procedures with triage, mitigation, and postmortem. Use when responding to Groq-related outages, investigating errors, or running post-incident reviews for Groq integration failures. Trigger with phrases like "groq incident", "groq outage", "groq down", "groq on-call", "groq emergency", "groq broken".

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

Configure Groq local development with hot reload and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with Groq. Trigger with phrases like "groq dev setup", "groq local development", "groq dev environment", "develop with groq".

Execute Groq major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from Groq, performing major version upgrades, or re-platforming existing integrations to Groq. Trigger with phrases like "migrate groq", "groq migration", "switch to groq", "groq replatform", "groq upgrade major".

Set up comprehensive observability for Groq integrations with metrics, traces, and alerts. Use when implementing monitoring for Groq operations, setting up dashboards, or configuring alerting for Groq integration health. Trigger with phrases like "groq monitoring", "groq metrics", "groq observability", "monitor groq", "groq alerts", "groq tracing".

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

Execute Groq production deployment checklist and rollback procedures. Use when deploying Groq integrations to production, preparing for launch, or implementing go-live procedures. Trigger with phrases like "groq production", "deploy groq", "groq go-live", "groq launch checklist".

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

Implement Groq reference architecture with best-practice project layout. Use when designing new Groq integrations, reviewing project structure, or establishing architecture standards for Groq applications. Trigger with phrases like "groq architecture", "groq best practices", "groq project structure", "how to organize groq", "groq layout".

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

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

Implement Groq webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Groq event notifications securely. Trigger with phrases like "groq webhook", "groq events", "groq webhook signature", "handle groq events", "groq notifications".

Configure Fireflies.ai CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating Fireflies.ai tests into your build process. Trigger with phrases like "fireflies CI", "fireflies GitHub Actions", "fireflies automated tests", "CI fireflies".

Diagnose and fix Fireflies.ai common errors and exceptions. Use when encountering Fireflies.ai errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "fireflies error", "fix fireflies", "fireflies not working", "debug fireflies".

Execute Fireflies.ai primary workflow: Core Workflow A. Use when implementing primary use case, building main features, or core integration tasks. Trigger with phrases like "fireflies main workflow", "primary task with fireflies".

Execute Fireflies.ai secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "fireflies secondary workflow", "secondary task with fireflies".

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

Implement Fireflies.ai PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for Fireflies.ai integrations. Trigger with phrases like "fireflies data", "fireflies PII", "fireflies GDPR", "fireflies data retention", "fireflies privacy", "fireflies CCPA".

Collect Fireflies.ai debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for Fireflies.ai problems. Trigger with phrases like "fireflies debug", "fireflies support bundle", "collect fireflies logs", "fireflies diagnostic".

Configure Fireflies.ai enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls for Fireflies.ai. Trigger with phrases like "fireflies SSO", "fireflies RBAC", "fireflies enterprise", "fireflies roles", "fireflies permissions", "fireflies SAML".

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

Execute Fireflies.ai incident response procedures with triage, mitigation, and postmortem. Use when responding to Fireflies.ai-related outages, investigating errors, or running post-incident reviews for Fireflies.ai integration failures. Trigger with phrases like "fireflies incident", "fireflies outage", "fireflies down", "fireflies on-call", "fireflies emergency", "fireflies broken".

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

Configure Fireflies.ai local development with hot reload and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with Fireflies.ai. Trigger with phrases like "fireflies dev setup", "fireflies local development", "fireflies dev environment", "develop with fireflies".

Execute Fireflies.ai major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from Fireflies.ai, performing major version upgrades, or re-platforming existing integrations to Fireflies.ai. Trigger with phrases like "migrate fireflies", "fireflies migration", "switch to fireflies", "fireflies replatform", "fireflies upgrade major".

Set up comprehensive observability for Fireflies.ai integrations with metrics, traces, and alerts. Use when implementing monitoring for Fireflies.ai operations, setting up dashboards, or configuring alerting for Fireflies.ai integration health. Trigger with phrases like "fireflies monitoring", "fireflies metrics", "fireflies observability", "monitor fireflies", "fireflies alerts", "fireflies tracing".

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

Execute Fireflies.ai production deployment checklist and rollback procedures. Use when deploying Fireflies.ai integrations to production, preparing for launch, or implementing go-live procedures. Trigger with phrases like "fireflies production", "deploy fireflies", "fireflies go-live", "fireflies launch checklist".

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

Implement Fireflies.ai reference architecture with best-practice project layout. Use when designing new Fireflies.ai integrations, reviewing project structure, or establishing architecture standards for Fireflies.ai applications. Trigger with phrases like "fireflies architecture", "fireflies best practices", "fireflies project structure", "how to organize fireflies", "fireflies layout".

Apply production-ready Fireflies.ai SDK patterns for TypeScript and Python. Use when implementing Fireflies.ai integrations, refactoring SDK usage, or establishing team coding standards for Fireflies.ai. Trigger with phrases like "fireflies SDK patterns", "fireflies best practices", "fireflies code patterns", "idiomatic fireflies".

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

Implement Fireflies.ai webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling Fireflies.ai event notifications securely. Trigger with phrases like "fireflies webhook", "fireflies events", "fireflies webhook signature", "handle fireflies events", "fireflies notifications".

Configure CodeRabbit CI/CD integration with GitHub Actions and testing. Use when setting up automated testing, configuring CI pipelines, or integrating CodeRabbit tests into your build process. Trigger with phrases like "coderabbit CI", "coderabbit GitHub Actions", "coderabbit automated tests", "CI coderabbit".

Diagnose and fix CodeRabbit common errors and exceptions. Use when encountering CodeRabbit errors, debugging failed requests, or troubleshooting integration issues. Trigger with phrases like "coderabbit error", "fix coderabbit", "coderabbit not working", "debug coderabbit".

Execute CodeRabbit primary workflow: Core Workflow A. Use when implementing primary use case, building main features, or core integration tasks. Trigger with phrases like "coderabbit main workflow", "primary task with coderabbit".

Execute CodeRabbit secondary workflow: Core Workflow B. Use when implementing secondary use case, or complementing primary workflow. Trigger with phrases like "coderabbit secondary workflow", "secondary task with coderabbit".

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

Implement CodeRabbit PII handling, data retention, and GDPR/CCPA compliance patterns. Use when handling sensitive data, implementing data redaction, configuring retention policies, or ensuring compliance with privacy regulations for CodeRabbit integrations. Trigger with phrases like "coderabbit data", "coderabbit PII", "coderabbit GDPR", "coderabbit data retention", "coderabbit privacy", "coderabbit CCPA".

Collect CodeRabbit debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or collecting diagnostic information for CodeRabbit problems. Trigger with phrases like "coderabbit debug", "coderabbit support bundle", "collect coderabbit logs", "coderabbit diagnostic".

Configure CodeRabbit enterprise SSO, role-based access control, and organization management. Use when implementing SSO integration, configuring role-based permissions, or setting up organization-level controls for CodeRabbit. Trigger with phrases like "coderabbit SSO", "coderabbit RBAC", "coderabbit enterprise", "coderabbit roles", "coderabbit permissions", "coderabbit SAML".

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

Execute CodeRabbit incident response procedures with triage, mitigation, and postmortem. Use when responding to CodeRabbit-related outages, investigating errors, or running post-incident reviews for CodeRabbit integration failures. Trigger with phrases like "coderabbit incident", "coderabbit outage", "coderabbit down", "coderabbit on-call", "coderabbit emergency", "coderabbit broken".

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

Configure CodeRabbit local development with hot reload and testing. Use when setting up a development environment, configuring test workflows, or establishing a fast iteration cycle with CodeRabbit. Trigger with phrases like "coderabbit dev setup", "coderabbit local development", "coderabbit dev environment", "develop with coderabbit".

Execute CodeRabbit major re-architecture and migration strategies with strangler fig pattern. Use when migrating to or from CodeRabbit, performing major version upgrades, or re-platforming existing integrations to CodeRabbit. Trigger with phrases like "migrate coderabbit", "coderabbit migration", "switch to coderabbit", "coderabbit replatform", "coderabbit upgrade major".

Set up comprehensive observability for CodeRabbit integrations with metrics, traces, and alerts. Use when implementing monitoring for CodeRabbit operations, setting up dashboards, or configuring alerting for CodeRabbit integration health. Trigger with phrases like "coderabbit monitoring", "coderabbit metrics", "coderabbit observability", "monitor coderabbit", "coderabbit alerts", "coderabbit tracing".

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

Execute CodeRabbit production deployment checklist and rollback procedures. Use when deploying CodeRabbit integrations to production, preparing for launch, or implementing go-live procedures. Trigger with phrases like "coderabbit production", "deploy coderabbit", "coderabbit go-live", "coderabbit launch checklist".

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

Implement CodeRabbit reference architecture with best-practice project layout. Use when designing new CodeRabbit integrations, reviewing project structure, or establishing architecture standards for CodeRabbit applications. Trigger with phrases like "coderabbit architecture", "coderabbit best practices", "coderabbit project structure", "how to organize coderabbit", "coderabbit layout".

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

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

Implement CodeRabbit webhook signature validation and event handling. Use when setting up webhook endpoints, implementing signature verification, or handling CodeRabbit event notifications securely. Trigger with phrases like "coderabbit webhook", "coderabbit events", "coderabbit webhook signature", "handle coderabbit events", "coderabbit notifications".

Detect profitable arbitrage opportunities across CEX, DEX, and cross-chain markets in real-time. Use when scanning for price spreads, finding arbitrage paths, comparing exchange prices, or analyzing triangular arbitrage opportunities. Trigger with phrases like "find arbitrage", "scan for arb", "price spread", "exchange arbitrage", "triangular arb", "DEX price difference", or "cross-exchange opportunity".

Monitor cross-chain bridge TVL, volume, fees, and transaction status across networks. Use when researching bridges, comparing routes, or tracking bridge transactions. Trigger with phrases like "monitor bridges", "compare bridge fees", "track bridge tx", "bridge TVL", or "cross-chain transfer status".

Aggregate breaking cryptocurrency news from 50+ sources including CoinDesk, CoinTelegraph, The Block, and Decrypt. Use when needing to monitor crypto market news, track announcements, or find coin-specific updates. Trigger with phrases like "get crypto news", "latest Bitcoin headlines", "DeFi announcements", "scan for breaking news", or "check crypto updates".

Track cryptocurrency portfolio with real-time valuations, allocation analysis, and P&L tracking. Use when checking portfolio value, viewing holdings breakdown, analyzing allocations, or exporting portfolio data. Trigger with phrases like "show my portfolio", "check crypto holdings", "portfolio allocation", "track my crypto", or "export portfolio".

Generate trading signals using technical indicators (RSI, MACD, Bollinger Bands, etc.). Combines multiple indicators into composite signals with confidence scores. Use when analyzing assets for trading opportunities or checking technical indicators. Trigger with phrases like "get trading signals", "check indicators", "analyze for entry", "scan for opportunities", "generate buy/sell signals", or "technical analysis".

Track cryptocurrency futures, options, and perpetual swaps with funding rates, open interest, liquidations, and comprehensive derivatives market analysis. Use when monitoring derivatives markets, analyzing funding rates, tracking open interest, finding liquidation levels, or researching options flow. Trigger with phrases like "funding rate", "open interest", "perpetual swap", "futures basis", "liquidation levels", "options flow", "put call ratio", "derivatives analysis", or "BTC perps".

Calculate cryptocurrency tax obligations with cost basis tracking, capital gains computation, and Form 8949 generation. Use when calculating crypto taxes, generating tax reports, comparing cost basis methods, or identifying taxable events. Trigger with phrases like "calculate crypto taxes", "generate tax report", "cost basis FIFO", "capital gains", "Form 8949", or "crypto taxable events".

Find and compare DeFi yield opportunities across protocols with APY calculations, risk assessment, and optimization recommendations. Use when searching for yield farming opportunities, comparing DeFi protocols, or analyzing APY/APR rates. Trigger with phrases like "find DeFi yields", "compare APY", "best yield farming", "optimize DeFi returns", "stablecoin yields", or "liquidity pool rates".

Route trades across multiple DEXs to find optimal prices with minimal slippage and gas costs. Use when comparing DEX prices, finding optimal swap routes, analyzing price impact, splitting large orders, or assessing MEV risk. Trigger with phrases like "find best swap", "compare DEX prices", "route trade", "optimal swap route", "split order", "DEX aggregator", "check slippage", or "MEV protection".

Analyze DEX liquidity pools for TVL, volume, fees, impermanent loss, and LP profitability. Use when analyzing liquidity pools, calculating impermanent loss, or comparing DEX pools. Trigger with phrases like "analyze liquidity pool", "calculate impermanent loss", "LP returns", "pool TVL", "DEX pool metrics", or "compare pools".

Track new token launches across DEXes with risk analysis and contract verification. Use when discovering new token launches, monitoring IDOs, or analyzing token contracts. Trigger with phrases like "track launches", "find new tokens", "new pairs on uniswap", "token risk analysis", or "monitor IDOs".

Backtest crypto and traditional trading strategies against historical data. Calculates performance metrics (Sharpe, Sortino, max drawdown), generates equity curves, and optimizes strategy parameters. Use when user wants to test a trading strategy, validate signals, or compare approaches. Trigger with phrases like "backtest strategy", "test trading strategy", "historical performance", "simulate trades", "optimize parameters", or "validate signals".