GitHub
writing-python-services
Writing a class with encapsulated logic that interfaces with an external system. Logging, APIs, etc.
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devops architecture patterns AI Skills
Discover devops architecture patterns skills, compare source repositories and read the instructions for each workflow.
Categories: devops architecture patterns
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GitHub
coder-memory-store
Store universal coding patterns and insights into vector database. Use after completing difficult tasks with broadly-applicable lessons that work across ANY project. Use when user says "--coder-store" or "--lea...
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GitHub
rails-service-patterns
Rails service object patterns and business logic organization. Automatically invoked when working with service objects, extracting business logic, implementing command/query patterns, or organizing app/services...
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GitHub
distributed-tracing
Comprehensive distributed tracing with Jaeger, Zipkin, OpenTelemetry, correlation IDs, and span design.
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GitHub
project-orchestration
Orchestrate autonomous project development through state-driven execution
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GitHub
model-deployment
Model deployment strategies including serving infrastructure, containerization, model packaging, versioning, and production deployment patterns.
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GitHub
event-driven-architecture
Event sourcing, CQRS, and message queue patterns with RabbitMQ and Kafka for distributed systems
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GitHub
architecting-omega-systems
Designs scalable, resilient architectures using the 7 Omega principles. Use when building systems that need to scale to millions of users or designing platform-level infrastructure.
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GitHub
ai-architecture
AI application architecture - gateway, orchestration, model routing, observability, deployment patterns. Use when designing AI systems, scaling applications, or building production infrastructure.
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GitHub
security-hardening
Advanced security patterns including zero-trust architecture, secret management, CSP, and compliance frameworks
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GitHub
implementing-defense-in-depth
AI agent designs layered security architecture with multiple independent protective barriers ensuring no single point of failure. Use when building security systems, reviewing architecture, or hardening applica...
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GitHub
chaos-engineering-and-resilience-testing
The agent implements chaos engineering practices for building resilient systems. Use when testing fault tolerance, designing game days, or validating system recovery.
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GitHub
real-time-systems
WebSocket, Server-Sent Events, and real-time communication patterns for live features
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GitHub
coding-with-omega-leverage
Applies AI-first development patterns for 10-100x productivity through specification-driven generation and leverage multiplication. Use when developing features with AI assistance or optimizing development work...
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GitHub
testingchaos-testing
Chaos engineering and fault injection patterns for testing system resilience, failure recovery, and graceful degradation
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GitHub
api-architecture
Enterprise API design with REST, GraphQL, gRPC patterns including versioning, pagination, and error handling
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GitHub
spring
Enterprise Spring Boot development with JPA, security, testing, and microservices patterns
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GitHub
observability
Production observability with structured logging, metrics collection, distributed tracing, and alerting
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GitHub
developing-test-driven
AI agent practices test-first development with the Red-Green-Refactor cycle for confident, well-designed code. Use when implementing features, fixing bugs, or establishing testing practices.
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GitHub
contract-testing
Consumer-driven contract testing with Pact, schema validation, provider verification, and CI/CD integration.
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GitHub
service-discovery
Service discovery patterns with Consul, Kubernetes DNS, Eureka, health checks, and client-side load balancing.
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GitHub
thinking-sequentially
AI agent structures complex reasoning through numbered thought sequences with explicit dependencies. Use when facing multi-step problems, complex debugging, or architectural decisions.
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GitHub
monorepo-management
Enterprise monorepo patterns with Turborepo and Nx including task orchestration, caching, and CI/CD optimization
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GitHub
service-mesh
Advanced service mesh implementation with Istio, Linkerd, traffic management, mTLS, and observability.
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