microservices-patterns

Guide microservices architecture design with Python code examples for decomposition, communication, data, and resilience patterns.

2|Updated Jan 18, 2026
One-click install
npx skills add https://github.com/as4584/antigravity-skills --skill microservices-patterns-as4584
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: microservices-patterns
Source: https://github.com/as4584/antigravity-skills/tree/main/agents-wshobson/plugins/backend-development/skills/microservices-patterns
Command: npx skills add https://github.com/as4584/antigravity-skills --skill microservices-patterns-as4584

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and assets (resource) components.

What problem does it solve?

This Skill provides a comprehensive guide and practical examples for designing and implementing microservices architectures, addressing challenges in service decomposition, communication, data management, and resilience.

Core Features & Use Cases

  • Service Decomposition: Strategies like business capability and subdomain-based decomposition.
  • Communication Patterns: Implementations for synchronous (REST, gRPC) and asynchronous (event-driven) communication.
  • Data Management: Patterns like "Database Per Service" and the Saga pattern for distributed transactions.
  • Resilience Patterns: Circuit breakers, retries, and bulkheads to build fault-tolerant systems.
  • Use Case: When decomposing a monolithic e-commerce application, use this Skill to define service boundaries for Order, Payment, and Inventory services and establish event-driven communication between them.

Quick Start

Use the microservices-patterns skill to design service boundaries for an e-commerce platform.

Frequently Asked Questions about microservices-patterns

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I decompose a monolithic application into microservices?

To decompose a monolithic application into microservices, apply business capability and subdomain-based decomposition strategies to define service boundaries. This Skill guides you through splitting domains like Order, Payment, and Inventory into separate distributed services.

What is the Saga pattern for distributed transactions in microservices?

The Saga pattern for distributed transactions manages data consistency across microservices by orchestrating a sequence of local transactions. This Skill explains how to implement Saga alongside the Database Per Service pattern for isolated data management.

How do I handle fault tolerance and build resilient microservices?

To build resilient microservices, implement fault tolerance patterns like circuit breakers, retries, and bulkheads. This Skill provides Python code examples to help you design robust distributed systems that handle communication failures gracefully.

Should I use synchronous or asynchronous communication for event-driven microservices?

For event-driven microservices, use asynchronous communication patterns, while synchronous methods like REST and gRPC suit direct request-response needs. This Skill covers both approaches to help you design appropriate service communication architectures.

Does this microservices architecture guide provide Python code examples?

Yes, this microservices architecture guide provides Python code examples for implementing distributed system patterns. You can use these practical references to build service decomposition, communication, and resilience logic directly in Python.