Claude Skills by micsapp

Configure OpenEvidence 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 clinical AI applications. Trigger with phrases like "openevidence SSO", "openevidence RBAC", "openevidence enterprise", "openevidence roles", "openevidence permissions".

Create a minimal working OpenEvidence clinical query example. Use when starting a new OpenEvidence integration, testing your setup, or learning basic clinical query patterns. Trigger with phrases like "openevidence hello world", "openevidence example", "openevidence quick start", "first clinical query".

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

Install and configure OpenEvidence API authentication. Use when setting up a new OpenEvidence integration, configuring API credentials, or initializing OpenEvidence in your healthcare application. Trigger with phrases like "install openevidence", "setup openevidence", "openevidence auth", "configure openevidence API key".

Set up local development environment for OpenEvidence integration. Use when configuring development workflow, setting up testing environment, or creating a rapid iteration loop for clinical AI development. Trigger with phrases like "openevidence dev setup", "openevidence local", "openevidence development", "openevidence testing environment".

Execute complex OpenEvidence migrations including EHR integration, data migration, and system transitions. Use when migrating from legacy clinical decision support systems, integrating with new EHRs, or performing major platform transitions. Trigger with phrases like "openevidence migration", "ehr integration", "migrate to openevidence", "clinical ai migration", "legacy cds migration".

Configure OpenEvidence across development, staging, and production environments. Use when setting up multiple environments, managing environment-specific configurations, or implementing environment promotion strategies for clinical AI applications. Trigger with phrases like "openevidence environments", "openevidence staging", "openevidence dev setup", "multi-environment openevidence".

Set up comprehensive observability for OpenEvidence integrations with metrics, traces, and alerts. Use when implementing monitoring for clinical AI operations, setting up dashboards, or configuring alerting for healthcare application health. Trigger with phrases like "openevidence monitoring", "openevidence metrics", "openevidence observability", "monitor openevidence", "openevidence alerts".

Optimize OpenEvidence clinical query performance and response times. Use when improving latency, optimizing query efficiency, or tuning caching for clinical AI applications. Trigger with phrases like "openevidence performance", "openevidence slow", "optimize openevidence", "openevidence latency", "speed up clinical queries".

Production readiness checklist for OpenEvidence clinical AI deployments. Use when preparing for production launch, conducting pre-deployment reviews, or auditing OpenEvidence integration for compliance. Trigger with phrases like "openevidence production", "openevidence go-live", "openevidence checklist", "deploy openevidence", "openevidence readiness".

Implement OpenEvidence rate limiting, backoff, and request optimization. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for clinical queries. Trigger with phrases like "openevidence rate limit", "openevidence throttling", "openevidence 429", "openevidence retry", "openevidence backoff".

Implement OpenEvidence reference architecture with best-practice project layout. Use when designing new clinical AI integrations, reviewing project structure, or establishing architecture standards for healthcare applications. Trigger with phrases like "openevidence architecture", "openevidence best practices", "openevidence project structure", "clinical ai architecture".

OpenEvidence SDK patterns and best practices for clinical AI integration. Use when implementing advanced SDK features, optimizing API usage, or following clinical decision support best practices. Trigger with phrases like "openevidence patterns", "openevidence best practices", "openevidence sdk", "clinical ai patterns".

Apply OpenEvidence security best practices for HIPAA compliance and PHI protection. Use when securing API keys, implementing PHI handling, or auditing OpenEvidence security configuration. Trigger with phrases like "openevidence security", "openevidence hipaa", "openevidence phi", "secure openevidence", "openevidence compliance".

Upgrade OpenEvidence SDK versions and migrate between API versions. Use when upgrading SDK, migrating to new API version, or planning OpenEvidence version updates. Trigger with phrases like "openevidence upgrade", "openevidence migrate", "update openevidence sdk", "openevidence new version", "openevidence breaking changes".

Configure OpenEvidence webhooks for async DeepConsult completion and events. Use when implementing webhook handlers, configuring async notifications, or setting up event-driven clinical AI workflows. Trigger with phrases like "openevidence webhook", "openevidence events", "deepconsult callback", "openevidence 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 to reduce costs and latency. Use when dealing with repeated queries or high-volume scenarios. Trigger with phrases like 'openrouter cache', 'cache responses', 'openrouter caching', 'reduce api calls'.

Diagnose and fix common OpenRouter API errors. Use when encountering error codes or unexpected failures. Trigger with phrases like 'openrouter error', 'openrouter 401', 'openrouter 429', 'fix openrouter'.

Run a compliance review of your OpenRouter integration. Use when preparing for audits or governance reviews. Trigger with phrases like 'openrouter compliance', 'openrouter governance', 'openrouter security review', 'audit openrouter setup'.

Optimize token usage and context window management. Use when reducing costs or fitting more information into model context. Trigger with phrases like 'openrouter context', 'token optimization', 'context window', 'reduce tokens'.

Implement cost control mechanisms for OpenRouter usage. Use when managing budgets or preventing overspend. Trigger with phrases like 'openrouter budget', 'openrouter spending limit', 'cost control', 'openrouter limit spend'.

Implement data privacy controls for OpenRouter API usage. Use when handling sensitive data or meeting privacy regulations. Trigger with phrases like 'openrouter privacy', 'openrouter data handling', 'openrouter pii', 'openrouter gdpr'.

Create debug bundles for troubleshooting OpenRouter issues. Use when diagnosing API failures or unexpected behavior. Trigger with phrases like 'openrouter debug', 'openrouter troubleshoot', 'debug openrouter', 'openrouter issue'.

Configure model fallback chains for reliability. Use when building resilient systems that need high availability. Trigger with phrases like 'openrouter fallback', 'model fallback', 'openrouter backup model', 'failover config'.

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'.

Avoid common OpenRouter integration pitfalls and gotchas. Use proactively when designing or reviewing an integration. Trigger with phrases like 'openrouter pitfalls', 'openrouter gotchas', 'openrouter mistakes', 'openrouter best practices'.

Distribute OpenRouter requests for high availability. Use when building scalable systems that need load distribution. Trigger with phrases like 'openrouter load balance', 'distribute requests', 'openrouter scaling', 'high availability'.

Monitor model availability and implement health checks. Use when building reliable systems that depend on specific models. Trigger with phrases like 'openrouter model status', 'model availability', 'openrouter health check', 'is model available'.

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 intelligent model routing strategies with OpenRouter. Use when optimizing cost/quality tradeoffs across models. Trigger with phrases like 'openrouter routing', 'model selection', 'route requests', 'model routing strategy'.

Use multiple AI providers through OpenRouter. Use when leveraging different providers for different capabilities. Trigger with phrases like 'openrouter providers', 'multi provider', 'openrouter openai anthropic', 'use multiple models'.

Leverage OpenRouter's OpenAI API compatibility layer. Use when migrating from OpenAI or maintaining dual compatibility. Trigger with phrases like 'openrouter openai compatible', 'openrouter drop-in', 'openrouter migration from openai', 'openai to openrouter'.

Optimize OpenRouter request latency and throughput. Use when performance is critical for your application. Trigger with phrases like 'openrouter performance', 'openrouter latency', 'openrouter speed', 'optimize openrouter'.

Understand OpenRouter model pricing tiers and cost calculation. Use when budgeting or comparing model costs. Trigger with phrases like 'openrouter pricing', 'openrouter cost', 'model pricing', 'openrouter budget'.

Validate production readiness of your OpenRouter integration. Use before deploying to production. Trigger with phrases like 'openrouter production', 'openrouter launch checklist', 'production ready', 'openrouter deploy'.

Understand and handle OpenRouter rate limits effectively. Use when building high-throughput systems. Trigger with phrases like 'openrouter rate limit', 'openrouter 429', 'openrouter throttle', 'request limits'.

Design scalable architectures using OpenRouter. Use when planning system design or reviewing architecture. Trigger with phrases like 'openrouter architecture', 'openrouter system design', 'openrouter infrastructure', 'openrouter at scale'.

Define custom routing rules for OpenRouter requests. Use when implementing complex routing logic beyond simple model selection. Trigger with phrases like 'openrouter rules', 'routing rules', 'custom routing', 'openrouter request routing'.

Implement common SDK usage patterns for OpenRouter. Use when building reusable client libraries or wrappers. Trigger with phrases like 'openrouter sdk', 'openrouter client library', 'openrouter wrapper', 'openrouter 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 multi-user team environments. Use when setting up shared access or team-level controls. Trigger with phrases like 'openrouter team', 'openrouter multi-user', 'openrouter organization', 'team api keys'.

Migrate or upgrade your OpenRouter integration. Use when updating SDK versions, switching models, or modernizing your setup. Trigger with phrases like 'openrouter migrate', 'openrouter upgrade', 'openrouter update', 'switch openrouter model'.

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

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".