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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.

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 69,000+ 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.

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

Attribution & license

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Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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