Analyze and optimize cloud costs across AWS, Azure, GCP with rightsizing, reserved instances, waste detection, and FinOps best practices.
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Apply microservices patterns (Saga, CQRS, Event Sourcing, Circuit Breaker, API Gateway, Service Discovery) with implementation guidance and templates.
dotnet-10-csharp-14
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Use when building .NET 10 or C# 14 applications; when using minimal APIs, modular monolith patterns, or feature folders; when implementing HTTP resilience, Options pattern, Channels, or...
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Phased rollout timeline with effort estimates
Setup instructions and required secrets
oauth-integrations
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Entity Framework Core best practices including NoTracking by default, migration management, dedicated migration services, and common pitfalls to avoid.
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Design .NET types for performance. Seal classes, use readonly structs, prefer static pure functions, avoid premature enumeration, and choose the right collection types.
Integrate secrets management (Vault, AWS, Azure, GCP) with rotation policies, access controls, and Kubernetes/CI/CD application integration.
Compress large language models using knowledge distillation from teacher to student models. Use when deploying smaller models with retained performance, transferring GPT-4 capabilities to...
Compress large language models using knowledge distillation from teacher to student models. Use when deploying smaller models with retained performance, transferring GPT-4 capabilities to...
azure-cosmosdb
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Azure Cosmos DB partition keys, consistency levels, change feed, SDK patterns
azure-diagrams
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Visualizes Azure infrastructure from ARM templates, Azure CLI, or descriptions. Use when user has Azure resources to diagram.
Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO) strategies for AI-powered search visibility in ChatGPT, Perplexity, Google AI Overviews, and other AI search platforms.
Design and coordinate multi-agent systems where specialized agents work together to solve complex problems. Covers agent communication, task delegation, workflow orchestration, and result...
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Generate technical documentation, API docs, and content with accessibility and SEO optimization.
Comprehensive GitOps methodology and principles skill for cloud-native operations. Use when (1) Designing GitOps architecture for Kubernetes deployments, (2) Implementing declarative...