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Microservices Patterns — measured AI agent skill | DecimalAI

bilal140202/microservices-patterns

NewSkillScoreMaintained

Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.

by bilal140202

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Coding pack

decimalai skills pull bilal140202-microservices-patterns

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/bilal140202-microservices-patterns/SKILL.md

Raw file: /s/bilal140202-microservices-patterns/SKILL.md ↗ · machine-readable summary at /s/bilal140202-microservices-patterns.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 25h ago

Yes — +9% lift+5% tokens0% turns45% of whole cases pass with skill (10/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-05	✗→✓	▲ Improved	5%	0%
case-01	✗→✓	▲ Improved	-2%	0%
case-08	✗→✓	▲ Improved	-23%	0%
case-11	✗→✓	▲ Improved	-1%	0%
case-13	✓→✗	▼ Worse	-5%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/2/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

bilal140202 / the-lord-of-the-skills

skills/isengard/claude-code/AI-Safeter__antigravity-cli-plugin/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v1

Skill contents

SKILL.md

Microservices Patterns

Master microservices architecture patterns including service boundaries, inter-service communication, data management, and resilience patterns for building distributed systems.

Use this skill when

Decomposing monoliths into microservices
Designing service boundaries and contracts
Implementing inter-service communication
Managing distributed data and transactions
Building resilient distributed systems
Implementing service discovery and load balancing
Designing event-driven architectures

Do not use this skill when

The system is small enough for a modular monolith
You need a quick prototype without distributed complexity
There is no operational support for distributed systems

Instructions

Identify domain boundaries and ownership for each service.
Define contracts, data ownership, and communication patterns.
Plan resilience, observability, and deployment strategy.
Provide migration steps and operational guardrails.

Resources

resources/implementation-playbook.md for detailed patterns and examples.

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Other measured skills in the registry, with their headline benchmark lift.