Skills microservices-patterns

📦

microservices-patterns

Name: microservices-patterns
Author: sickn33

Content revision r2 Safe 🌐 Network access⚙️ External commands

Design Resilient Microservices Systems

Distributed systems create difficult decisions about boundaries, communication, data, and failure handling. This skill turns those decisions into concrete architecture and migration guidance.

Supports: Claude Codex Code(CC)

🥉 78 Bronze

Install with my Agent

Copy this request to your Agent. It includes the canonical Skill page and manifest.

Agent request

Review the Skillstore skill "microservices-patterns" from https://skillstore.io/skills/sickn33-microservices-patterns.md and its manifest at https://skillstore.io/api/skills/sickn33-microservices-patterns/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.

Your Agent should still show its plan and request any confirmation required by the security policy.

Agent-readable resources

Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.

Markdown detail GET /skills/sickn33-microservices-patterns.md Signed manifest GET /api/skills/sickn33-microservices-patterns/manifest Signed lockfile GET /api/skills/sickn33-microservices-patterns/lockfile

Test it

Using "microservices-patterns". Decompose an online store with orders, payments, inventory, and customer accounts.

Expected outcome:

Order service owns order state and publishes order lifecycle events.
Payment service owns transactions and exposes idempotent charge and refund operations.
Inventory service owns stock and handles reservation and release events.
Customer service owns profiles and shares stable customer identifiers through contracts.

Using "microservices-patterns". Plan resilience for synchronous payment calls.

Expected outcome:

Set short connection and request timeouts based on measured service objectives.
Retry only transient failures with exponential backoff and idempotency protection.
Open a circuit breaker after repeated failures and return a defined degraded response.
Trace each request and alert on latency, errors, and circuit state changes.

Using "microservices-patterns". Outline a safe migration from a monolith to an order service.

Expected outcome:

Place routing at the application boundary, extract read paths first, preserve contract compatibility, compare results, then migrate writes with rollback controls.

Security Audit

Safe

v5 • 8/4/2026 Open versioned report

All 11 static alerts are false positives. Network alerts identify illustrative internal service examples, while other alerts arise from business identifiers and Markdown formatting.

Files scanned

652

Lines analyzed

Review items

False positives ignored

Risk Factors

🌐 Network access (6)

resources/implementation-playbook.md:194 resources/implementation-playbook.md:183 resources/implementation-playbook.md:186 resources/implementation-playbook.md:187 resources/implementation-playbook.md:188 resources/implementation-playbook.md:275

⚙️ External commands (1)

SKILL.md:38

No confirmed security findings were detected by the latest completed static and semantic audit. This does not prove the skill has no side effects.

Audited by: codex View Audit History →

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Academic citations (APA · BibTeX · CFF)

APA citation

sickn33. (2026). microservices-patterns security audit report (audit version 5) [Author version unspecified]. Skillstore. https://skillstore.io/skills/sickn33-microservices-patterns/audits/5

BibTeX citation

@techreport{sickn33-sickn33-microservices-patterns-2026,
  author = {sickn33},
  title = {microservices-patterns security audit report (audit version 5)},
  institution = {Skillstore},
  year = {2026},
  number = {5},
  url = {https://skillstore.io/skills/sickn33-microservices-patterns/audits/5},
  note = {Author version unspecified}
}

CITATION.cff

cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "microservices-patterns security audit report (audit version 5)"
version: "unspecified"
type: report
authors:
  - name: "sickn33"
date-released: "2026-08-04"
url: "https://skillstore.io/skills/sickn33-microservices-patterns/audits/5"
identifiers:
  - type: other
    value: "skillstore:sickn33-microservices-patterns:audit:5"
    description: "Skillstore immutable audit report identifier"

Compare variants

2 installable variants

Each author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.

Why this variant is first

Higher Skillstore usage

Author / source Skillstore Score Evidence Confidence Skillstore usage Updated

wshobson Recommended

wshobson-microservices-patterns

Skillstore Score 78

Evidence Confidence High

Skillstore usage 14

Updated

2026-08-21

sickn33 Current

sickn33-microservices-patterns

Skillstore Score 78

Evidence Confidence High

Skillstore usage 10

Updated

2026-08-21

Skillstore Score

Why this score Evidence Confidence: High

Architecture

Maintainability

Content

Community

Spec Compliance

What You Can Build

Decompose a Monolith

Map business capabilities, data ownership, dependencies, and migration stages before extracting services.

Design Service Communication

Choose APIs or events and define contracts, retries, timeouts, and failure handling.

Plan Operational Resilience

Define circuit breakers, health checks, tracing, service discovery, and deployment guardrails.

Try These Prompts

Choose an Architecture

Assess whether [system] needs microservices or a modular monolith. Consider team size, scale, domain complexity, and operational support.

Define Service Boundaries

Decompose [application] by business capability and bounded context. List each service, its responsibilities, owned data, APIs, events, and dependencies.

Design a Distributed Workflow

Design the [workflow] across [services]. Compare orchestration and choreography, then define events, idempotency, failure handling, and compensating actions.

Create a Migration Plan

Create a staged strangler migration for [monolith]. Include routing changes, data migration, compatibility, observability, rollback criteria, risks, and acceptance checks.

Best Practices

Align each service with a business capability and assign clear data ownership.
Design every remote call for timeouts, partial failure, retries, and observability.
Migrate incrementally with measurable acceptance criteria and tested rollback paths.

Avoid

Do not create services that share databases or require coordinated releases.
Do not use synchronous calls for every interaction when events fit the workflow.
Do not adopt microservices without operational ownership, monitoring, and deployment automation.

Frequently Asked Questions

When should I choose microservices?

Choose them when domain boundaries, independent scaling, team ownership, or release autonomy justify distributed system complexity.

Can this skill evaluate a modular monolith?

Yes. It can compare microservices with a modular monolith using scale, team structure, domain complexity, and operational readiness.

Does it generate production-ready code?

No. Its examples explain patterns and require completion, security review, testing, and environment-specific configuration.

Which communication styles does it cover?

It covers REST, gRPC, GraphQL, event streaming, message queues, and publish-subscribe patterns.

How does it handle distributed transactions?

It explains saga orchestration, compensating actions, eventual consistency, and failure recovery across service boundaries.

What information improves the recommendations?

Provide domain responsibilities, data dependencies, traffic needs, service objectives, compliance constraints, team ownership, and current deployment capabilities.