Designing Distributed System Tests
Use when designing a test plan for a distributed or stateful system — anything with persistence, replication, consensus, retries, idempotency, async messaging, multi-tenancy, or partial failure. Plans are claim-driven; investigate the product's claimed guarantees first, then design hypotheses and scenarios that try to falsify those claims under fault. Handles both change-scoped plans (a specific commit / PR / feature) and project-wide plans (a holistic plan for the whole system with existing-test inventory and gap analysis). Also use when asked to write a stability plan, fault matrix, release-validation plan, durability test plan, partition test plan, upgrade test plan, crash-recovery test plan, linearizability test plan, deterministic-simulation plan, tenant isolation test plan, authz / boundary test plan, namespace isolation plan, multi-protocol access plan, fairness test plan, noisy-neighbor test plan, "test plan to enough coverage", "what should we be testing", or "make a holistic test plan". Trigger even if the user just says "what should we test for this change", "design the test plan for this project", "are my tenants actually isolated", or "how do I test fairness across tenants / shards / queues". Produces a structured Markdown plan file with hypothesis-driven scenarios drawn from a curated technique catalog (Jepsen+Elle, deterministic simulation, chaos/fault injection, fuzzing, formal methods, property+metamorphic, performance, crash-recovery+upgrade) and, for claims involving consistency / durability / idempotency / isolation / ordering / membership, a model+history+checker discipline (§7.M); for claims involving boundary semantics (tenant isolation, authz, namespace, routing, multi-protocol) or fairness, a surface-decomposition discipline (§7.M.S) that splits the scenario into per-surface arms with independent verdicts.
From the source SKILL.md
The default for testing distributed and stateful systems — write a few integration tests and call it done — finds a small fraction of the bugs that actually break these systems in production. This skill enforces an opinionated workflow: scope the change, generate failure-mode hypotheses that cover the categories the literature says matter most, pick techniques from a curated catalog, and emit a structured plan file that the executing-distributed-system-tests skill (or a human) can run.
What this skill does
Designing Distributed System Tests is a community-contributed Claude Code skill in the research-methods sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/designing-distributed-system-tests/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when designing a test plan for a distributed or stateful system — anything with persistence, replication, consensus, retries, idempotency, async messaging, multi-tenancy, or partial failure. Plans are claim-driven; investigate the product's claimed guarantees first, then design hypotheses and scenarios that try to falsify those claims under fault.
Who uses this skill
The Designing Distributed System Tests Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 93,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
How to install
Free
Manual install (2 steps)
mkdir -p ~/.claude/skills/designing-distributed-system-tests
curl -L https://claudskills.com/skills/designing-distributed-system-tests/SKILL.md \
-o ~/.claude/skills/designing-distributed-system-tests/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/designing-distributed-system-tests/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/designing-distributed-system-tests/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\designing-distributed-system-tests\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Telegram
📱 Install from your phone or desktop Telegram
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
Pro
One-click install via the desktop app
The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.
Pro
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
Frequently asked questions
How do I install the Designing Distributed System Tests Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/designing-distributed-system-tests/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Designing Distributed System Tests skill do?
Use when designing a test plan for a distributed or stateful system — anything with persistence, replication, consensus, retries, idempotency, async messaging, multi-tenancy, or partial failure. Plans are claim-driven; investigate the product's claimed guarantees first, then design hypotheses and scenarios that try to falsify those claims under fault. Handles both change-scoped plans (a specific commit / PR / feature) and project-wide plans (a holistic plan for the whole system with existing-test inventory and gap analysis). Also use when asked to write a stability plan, fault matrix, release-validation plan, durability test plan, partition test plan, upgrade test plan, crash-recovery test plan, linearizability test plan, deterministic-simulation plan, tenant isolation test plan, authz / boundary test plan, namespace isolation plan, multi-protocol access plan, fairness test plan, noisy-neighbor test plan, "test plan to enough coverage", "what should we be testing", or "make a holistic test plan". Trigger even if the user just says "what should we test for this change", "design the test plan for this project", "are my tenants actually isolated", or "how do I test fairness across tenants / shards / queues". Produces a structured Markdown plan file with hypothesis-driven scenarios drawn from a curated technique catalog (Jepsen+Elle, deterministic simulation, chaos/fault injection, fuzzing, formal methods, property+metamorphic, performance, crash-recovery+upgrade) and, for claims involving consistency / durability / idempotency / isolation / ordering / membership, a model+history+checker discipline (§7.M); for claims involving boundary semantics (tenant isolation, authz, namespace, routing, multi-protocol) or fairness, a surface-decomposition discipline (§7.M.S) that splits the scenario into per-surface arms with independent verdicts.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Designing Distributed System Tests skill?
Use Designing Distributed System Tests when your Claude Code task falls under the Science & Research category — specifically in the research methods area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Designing Distributed System Tests" or describe the task and let Claude pick). Browse related skills at
/category/science/.
What is a Claude Code skill and how does the Designing Distributed System Tests skill fit in?
A Claude Code skill is a
SKILL.md file that lives under
~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Designing Distributed System Tests is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at
/learn/what-is-a-claude-skill/.
Attribution & license
Cite this skill
If you reference this skill in a blog post, paper, or documentation, you can cite it as:
APA
shenli. (2026). Designing Distributed System Tests [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/designing-distributed-system-tests/
BibTeX
@misc{designing-distributed-system-tests-2026,
author = {shenli},
title = {Designing Distributed System Tests [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/designing-distributed-system-tests/}
}
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