openrouter-pack

Query, filter, and select from OpenRouter's 400+ model catalog. Use when choosing models, comparing pricing, or checking capabilities. Triggers: 'openrouter models', 'list models', 'model catalog', 'compare models', 'available models'.

Implement audit logging for OpenRouter API calls. Use when building compliance trails, debugging production issues, or tracking model usage. Triggers: 'openrouter audit', 'openrouter logging', 'audit trail openrouter', 'log openrouter requests'.

Implement caching for OpenRouter API responses to reduce cost and latency. Use when optimizing repeat queries, building RAG systems, or reducing API spend. Triggers: 'openrouter cache', 'cache llm responses', 'openrouter caching', 'reduce openrouter cost'.

Diagnose and fix common OpenRouter API errors. Use when encountering error codes, unexpected failures, or debugging API responses. Triggers: 'openrouter error', 'openrouter 401', 'openrouter 429', 'openrouter 402', 'fix openrouter'.

Review OpenRouter integration for regulatory compliance (SOC2, GDPR, HIPAA). Use when preparing for audits, evaluating data handling, or documenting compliance posture. Triggers: 'openrouter compliance', 'openrouter gdpr', 'openrouter soc2', 'openrouter data residency'.

Optimize context window usage for OpenRouter models to reduce cost and improve quality. Use when hitting context limits, managing long conversations, or building RAG systems. Triggers: 'openrouter context', 'context window', 'openrouter token limit', 'reduce tokens openrouter'.

Implement cost controls for OpenRouter API usage. Use when setting budgets, preventing overspend, or managing per-key limits. Triggers: 'openrouter budget', 'openrouter cost limit', 'openrouter spending', 'control openrouter cost'.

Implement data privacy controls for OpenRouter API usage. Use when handling PII, meeting GDPR/CCPA requirements, or protecting sensitive data in prompts. Triggers: 'openrouter privacy', 'openrouter pii', 'openrouter gdpr', 'openrouter data handling'.

Create debug bundles for troubleshooting OpenRouter API issues. Use when diagnosing failures, unexpected responses, or latency problems. Triggers: 'openrouter debug', 'openrouter troubleshoot', 'debug openrouter request', 'openrouter issue'.

Configure automatic model fallbacks for high availability on OpenRouter. Use when building resilient systems that need to survive provider outages. Triggers: 'openrouter fallback', 'model fallback', 'openrouter failover', 'openrouter backup model'.

Implement function/tool calling with OpenRouter models. Use when building agents, structured output, or tool-augmented LLM workflows. Triggers: 'openrouter function calling', 'openrouter tools', 'openrouter agent tools', 'tool use openrouter'.

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

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

Avoid common OpenRouter integration mistakes and gotchas. Use proactively when starting a new integration or reviewing existing code. Triggers: 'openrouter pitfalls', 'openrouter gotchas', 'openrouter mistakes', 'openrouter best practices'.

Distribute OpenRouter requests across multiple keys and models for high throughput. Use when scaling beyond single-key rate limits or building high-availability systems. Triggers: 'openrouter load balance', 'openrouter scaling', 'distribute openrouter requests', 'multiple api keys'.

Monitor OpenRouter model availability and implement health checks. Use when building systems that depend on specific models being online. Triggers: 'openrouter model status', 'is model available', 'openrouter health check', 'model availability'.

Implement intelligent model routing to optimize cost, quality, and latency on OpenRouter. Use when building multi-model systems or optimizing spend across task types. Triggers: 'openrouter routing', 'model routing', 'route to model', 'model selection openrouter'.

Use multiple AI providers (OpenAI, Anthropic, Google, Meta) through OpenRouter's unified API. Use when comparing providers, building cross-provider workflows, or maximizing availability. Triggers: 'openrouter providers', 'multi provider', 'openrouter openai anthropic', 'compare models openrouter'.

Migrate from OpenAI to OpenRouter with minimal code changes. Use when switching to OpenRouter or maintaining dual compatibility. Triggers: 'openrouter openai compatible', 'openrouter drop-in', 'openai to openrouter', 'openrouter migration'.

Optimize OpenRouter request latency and throughput. Use when building real-time applications, reducing TTFT, or scaling request volume. Triggers: 'openrouter performance', 'openrouter latency', 'openrouter speed', 'optimize openrouter throughput'.

Understand OpenRouter pricing, calculate costs, and optimize spend. Use when budgeting, comparing model costs, or tracking spend. Triggers: 'openrouter pricing', 'openrouter cost', 'model pricing', 'openrouter budget', 'how much does openrouter cost'.

Validate production readiness of your OpenRouter integration. Use before launching to production or during operational reviews. Triggers: 'openrouter production', 'openrouter launch', 'production checklist openrouter', 'openrouter deploy'.

Understand and handle OpenRouter rate limits. Use when hitting 429 errors, building high-throughput systems, or implementing retry logic. Triggers: 'openrouter rate limit', 'openrouter 429', 'openrouter throttle', 'rate limiting openrouter'.

Design production architectures using OpenRouter as the LLM gateway. Use when planning system design, reviewing architecture, or scaling AI applications. Triggers: 'openrouter architecture', 'openrouter system design', 'openrouter at scale', 'llm gateway architecture'.

Define custom routing rules for OpenRouter requests based on user tier, task type, cost budget, and availability. Triggers: 'openrouter rules', 'routing rules', 'custom routing openrouter', 'conditional model selection'.

Build reusable OpenRouter client wrappers with retries, typing, and middleware. Use when creating SDKs or client libraries. Triggers: 'openrouter sdk', 'openrouter client wrapper', 'openrouter patterns', 'openrouter library'.

Implement streaming responses with OpenRouter for real-time UIs. Use when building chat interfaces, reducing time-to-first-token, or processing long completions. Triggers: 'openrouter streaming', 'openrouter sse', 'stream response openrouter', 'real-time openrouter'.

Configure OpenRouter for multi-user teams with per-user keys, budget controls, and usage attribution. Triggers: 'openrouter team', 'openrouter multi-user', 'openrouter organization', 'team api keys openrouter'.

Migrate to OpenRouter from direct provider APIs or upgrade between SDK/model versions. Triggers: 'openrouter migrate', 'openrouter upgrade', 'switch to openrouter', 'migrate from openai to openrouter'.

Track and analyze OpenRouter API usage patterns, costs, and performance. Use when building dashboards, optimizing spend, or reporting on AI usage. Triggers: 'openrouter analytics', 'openrouter usage', 'openrouter metrics', 'track openrouter spend'.