GitHub
npid-existing-code
Reuse existing Prospect ID code instead of creating new abstractions
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databases architecture patterns AI Skills
Discover databases architecture patterns skills, compare source repositories and read the instructions for each workflow.
Categories: databases architecture patterns
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extract-business-rules
Extract business rules (BR-*) from requirements - validation rules, business logic, error handling, and decision criteria. Use when disambiguating requirements to identify specific rules that can be autogenerat...
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GitHub
autogenerate-from-business-rules
Autogenerate production code from disambiguated business rules (BR-*). Converts BR-* specifications into validators, constants, and logic. Use when requirements have been disambiguated into BR-*, C-*, F-* forma...
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GitHub
extract-constraints
Extract technical constraints (C-*) from ecosystem E(t) - timeouts, API limits, compliance requirements, platform dependencies. Acknowledges given constraints, not design choices. Use to document ecosystem real...
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GitHub
design-with-traceability
Create technical solution architecture from requirements with REQ-* traceability. Designs components, APIs, data models, and interactions. Tags all design artifacts with requirement keys. Use after requirements...
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GitHub
create-adrs
Create Architecture Decision Records (ADRs) documenting strategic technical decisions while acknowledging ecosystem E(t) constraints. Use when choosing cloud providers, languages, frameworks, databases, or arch...
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GitHub
disambiguate-requirements
Break vague requirements into precise business rules (BR-*), constraints (C-*), and formulas (F-*) for code generation. Orchestrates extraction of BR-*, C-*, F-* from REQ-*. Use after requirement-extraction to...
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GitHub
sre-expert
Expert-level site reliability engineering, SLOs, incident management, and operational excellence
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GitHub
iot-expert
Expert-level IoT systems, embedded devices, edge computing, and IoT protocols
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GitHub
csharp-expert
Expert-level C# development with .NET 8+, ASP.NET Core, LINQ, async/await, and enterprise patterns
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GitHub
design-expert
Expert-level system design, architecture patterns, scalability, and distributed systems
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GitHub
data-mesh-expert
Expert-level data mesh architecture, domain-oriented ownership, data products, federated governance, and self-serve platforms
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GitHub
scala-expert
Expert-level Scala, functional programming, Akka, and reactive systems
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GitHub
linkerd-expert
Expert-level Linkerd service mesh management, traffic control, reliability, and production operations
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GitHub
api-design-expert
Expert-level API design principles, REST, GraphQL, versioning, and API best practices
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GitHub
grpc-expert
Expert-level gRPC, Protocol Buffers, microservices communication, and streaming
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GitHub
microservices-expert
Expert-level microservices architecture, patterns, service mesh, and distributed systems
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GitHub
rust-expert
Expert-level Rust development with ownership, lifetimes, async, error handling, and production-grade patterns
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GitHub
java-expert
Expert-level Java development with Java 21+ features, Spring Boot, Maven/Gradle, and enterprise best practices
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GitHub
cicd-expert
Expert-level CI/CD with GitHub Actions, Jenkins, deployment pipelines, and automation
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GitHub
devops-expert
Expert-level DevOps practices, culture, automation, and continuous delivery
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GitHub
redis-expert
Expert-level Redis for caching, pub/sub, data structures, and high-performance applications
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GitHub
ruby-expert
Expert-level Ruby development with Rails, modern features, testing, and best practices
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GitHub
telecommunications-expert
Expert-level telecommunications systems, network management, billing, 5G, SDN, and telecom infrastructure
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.