microservices

microservices is a skill for Claude Code, Codex from cosmicstack-labs/mercury-agent-skills. It costs 18 tokens per session (452 once invoked), scanned A, original, MIT.

A guide to designing software as several independently operated services, called microservices. It covers how services own parts of a system, communicate through APIs or events, and report activity across service boundaries.

In plain words
What is it for?
Use it to plan service boundaries, choose REST, gRPC, events, or message queues, separate read and write models with CQRS, and trace requests across services.
Why use it?
It helps teams avoid tightly connected services that are difficult to change, deploy, or debug. It also addresses the trade-offs between services that are too small and systems that are too large.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to plan service boundaries, choose REST, gRPC, events, or message queues, separate read and write models with CQRS, and trace requests across services.

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Install with agentmods
npx agentmods add skills/cosmicstack-labs/mercury-agent-skills/microservices
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add cosmicstack-labs/mercury-agent-skills --skill microservices
Clone the repo
git clone --depth 1 https://github.com/cosmicstack-labs/mercury-agent-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for microservices

README.md
[![agentmods](https://agentmods.dev/badge/skills/cosmicstack-labs/mercury-agent-skills/microservices/github.svg)](https://agentmods.dev/skills/cosmicstack-labs/mercury-agent-skills/microservices)
Your own site
<a href="https://agentmods.dev/skills/cosmicstack-labs/mercury-agent-skills/microservices"><img src="https://agentmods.dev/badge/skills/cosmicstack-labs/mercury-agent-skills/microservices/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for microservices

Your own site · 80×15
<a href="https://agentmods.dev/skills/cosmicstack-labs/mercury-agent-skills/microservices"><img src="https://agentmods.dev/badge/skills/cosmicstack-labs/mercury-agent-skills/microservices.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 18 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 452 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00018 $0.00452
Opus 5.5 $0.00007 $0.00181
Sonnet 5.5 $0.00004 $0.00090
Haiku 4.5 $0.00002 $0.00045

Measured 2mo ago against content hash f299dbedbcb0, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

microservices scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

categories/backend/microservices/SKILL.md · 64 lines

What it actually says

Microservices

Design and operate microservice architectures.

Service Boundaries

Bounded Context (DDD)

  • Each service owns a domain concept
  • Service has its own database (no DB sharing)
  • Communication via API or events
  • Avoid "shared" services (leads to tight coupling)

Service Sizing

  • Too small: Nano-services — high overhead, hard to debug
  • Too large: Distributed monolith — worst of both worlds
  • Right size: Team can build, test, deploy independently

Communication Patterns

Pattern Type When
REST Sync Request-response, CRUD
gRPC Sync (fast) Internal, high throughput
Event Async Decoupled workflows
Message Queue Async Buffered, reliable delivery

Event-Driven Communication

Service A → Event Bus → Service B
                       → Service C
                       → Service D

Benefits: eventual consistency, loose coupling, replayability.

CQRS (Command Query Responsibility Segregation)

  • Separate read and write models
  • Queries go to optimized read stores (materialized views)
  • Commands go to write stores (normalized)
  • Eventually consistent between them

Distributed Tracing

  • Correlation ID passed across all services
  • Use OpenTelemetry for instrumentation
  • Trace each request: Service → Queue → DB → External API
  • Visualize in Jaeger or Zipkin
  • Alert on traces that exceed latency SLOs

Anti-Patterns to Avoid

❌ Shared database between services ❌ Sync chains (A → B → C → D blocking) ❌ Distributed monolith (microservices but deployed together) ❌ Absent monitoring ("it works in dev") ❌ Premature decomposition (start monolith, extract carefully)

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 64 lines · 18 tokens per session scan A f299dbedbcb0

Subscribe to this mod's changes

microservices is a skill published in the GitHub repository cosmicstack-labs/mercury-agent-skills (487 stars, last pushed 2mo ago), licensed MIT. It adds 18 tokens to every session and 452 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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