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Principle Distributed Systems

Category: General  ·  Sub-category: automation  ·  Last updated:
Distributed systems principles — CAP, PACELC, consistency models (linearizable, causal, eventual, read-your-writes), consensus (Paxos, Raft), quorum, leader election, split-brain, replication, partitioning, gossip, logical clocks (Lamport, vector, hybrid), clock skew, delivery semantics (at-most-once, at-least-once, exactly-once effects), idempotency across nodes, two-generals problem, fallacies of distributed computing. Auto-load when reasoning about CAP/PACELC trade-offs, choosing a consistency model, designing consensus or leader election, sizing quorums, ordering events with logical clocks, distinguishing exactly-once delivery from exactly-once effects, designing replication or partitioning strategy, or assessing distributed failure modes.
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From the source SKILL.md

Multi-node systems fail partially and non-deterministically. Every design decision spans a space of consistency, availability, and latency trade-offs — name them explicitly.

What this skill does

Principle Distributed Systems is a community-contributed Claude Code skill in the automation sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/principle-distributed-systems/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Principle Distributed Systems Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 146,000+ 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/principle-distributed-systems
curl -L https://claudskills.com/skills/principle-distributed-systems/SKILL.md \
  -o ~/.claude/skills/principle-distributed-systems/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/principle-distributed-systems/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/principle-distributed-systems/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\principle-distributed-systems\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.

See pricing → Download desktop app

Frequently asked questions

How do I install the Principle Distributed Systems Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/principle-distributed-systems/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Principle Distributed Systems skill do?
Distributed systems principles — CAP, PACELC, consistency models (linearizable, causal, eventual, read-your-writes), consensus (Paxos, Raft), quorum, leader election, split-brain, replication, partitioning, gossip, logical clocks (Lamport, vector, hybrid), clock skew, delivery semantics (at-most-once, at-least-once, exactly-once effects), idempotency across nodes, two-generals problem, fallacies of distributed computing. Auto-load when reasoning about CAP/PACELC trade-offs, choosing a consistency model, designing consensus or leader election, sizing quorums, ordering events with logical clocks, distinguishing exactly-once delivery from exactly-once effects, designing replication or partitioning strategy, or assessing distributed failure modes.
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 Principle Distributed Systems skill?
Use Principle Distributed Systems when your Claude Code task falls under the General category — specifically in the automation 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 Principle Distributed Systems" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Principle Distributed Systems 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. Principle Distributed Systems is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General 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
lugassawan. (2026). Principle Distributed Systems [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/principle-distributed-systems/
BibTeX
@misc{principle-distributed-systems-2026,
  author    = {lugassawan},
  title     = {Principle Distributed Systems [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/principle-distributed-systems/}
}

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