askill
microservices-architect

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Distributed systems expert specializing in service decomposition, orchestration, and microservices architecture patterns. Use when designing microservices, defining service boundaries, implementing service mesh, or handling distributed system challenges. Triggers include "microservices", "service mesh", "service decomposition", "distributed systems", "API gateway", "event-driven".

49 stars
1.2k downloads
Updated 1/16/2026

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SKILL.md

Microservices Architect

Purpose

Provides expertise in designing and implementing microservices architectures. Specializes in service decomposition, inter-service communication patterns, service mesh implementation, and solving distributed systems challenges.

When to Use

  • Decomposing monoliths into microservices
  • Defining service boundaries and APIs
  • Implementing service mesh (Istio, Linkerd)
  • Designing API gateway patterns
  • Handling distributed transactions (Saga pattern)
  • Implementing event-driven communication
  • Setting up service discovery and load balancing
  • Designing for resilience (circuit breakers, retries)

Quick Start

Invoke this skill when:

  • Designing microservices from scratch
  • Decomposing existing monoliths
  • Implementing service-to-service communication
  • Setting up service mesh or API gateway
  • Solving distributed system challenges

Do NOT invoke when:

  • Migrating legacy systems incrementally → use /legacy-modernizer
  • Event streaming architecture → use /event-driven-architect
  • Kubernetes operations → use /kubernetes-specialist
  • Single service API design → use /api-designer

Decision Framework

Communication Pattern?
├── Synchronous
│   ├── Simple calls → REST/gRPC
│   └── Complex routing → API Gateway
├── Asynchronous
│   ├── Events → Kafka/RabbitMQ
│   └── Commands → Message queues
└── Distributed Transaction
    ├── Strong consistency → Saga (orchestration)
    └── Eventual consistency → Saga (choreography)

Core Workflows

1. Service Decomposition

  1. Identify bounded contexts from domain model
  2. Define service responsibilities (single purpose)
  3. Design APIs for each service
  4. Determine data ownership per service
  5. Plan inter-service communication
  6. Define deployment strategy

2. Service Mesh Implementation

  1. Select mesh (Istio, Linkerd, Consul)
  2. Deploy sidecar proxies
  3. Configure traffic management
  4. Implement mTLS for security
  5. Set up observability (tracing, metrics)
  6. Define retry and circuit breaker policies

3. Saga Pattern Implementation

  1. Identify distributed transaction boundaries
  2. Choose orchestration vs choreography
  3. Define compensating transactions
  4. Implement saga coordinator (if orchestrated)
  5. Handle failure scenarios
  6. Add monitoring for saga status

Best Practices

  • Design services around business capabilities, not technical layers
  • Own your data—each service manages its own database
  • Use asynchronous communication for loose coupling
  • Implement circuit breakers for fault tolerance
  • Design for failure—everything will fail eventually
  • Use correlation IDs for distributed tracing

Anti-Patterns

Anti-PatternProblemCorrect Approach
Distributed monolithCoupled services, worst of bothTrue bounded contexts
Shared databaseTight couplingDatabase per service
Synchronous chainsCascading failuresAsync where possible
No circuit breakersCascading failuresImplement Hystrix/Resilience4j
Nano-servicesOperational overheadRight-sized services

Install

Download ZIP
Requires askill CLI v1.0+

AI Quality Score

87/100Analyzed 3/27/2026

A well-structured microservices architecture skill with comprehensive coverage of service decomposition, service mesh, and saga patterns. Features excellent organization with clear decision frameworks, explicit usage guidelines (including when NOT to use), structured workflows, and anti-pattern tables. The technical content is dense and accurate. Not internally tied to any specific project—easily reusable across different microservice implementations.

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Metadata

Licenseunknown
Version-
Updated1/16/2026
Publisher404kidwiz

Tags

apici-cddatabaseobservabilitysecurity