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distributed-systems vs truenas-aiops

Two General Claude Code skills, side by side. Pick the right skill for your workflow with a side-by-side look at metadata, sample code, and install commands.

Side-by-side

Namedistributed-systemstruenas-aiops
DescriptionDistributed systems patterns for locking, resilience, idempotency, and rate limiting. Use when implementing distributed locks, circuit breakers, retry policies, idempotency keys, token bucket rate limiters, or fault…Use this skill whenever the user needs to operate TrueNAS SCALE storage — a one-shot health overview, system info, read-only diagnostics / RCA (pool health, alerts & dataset capacity), inspect ZFS pools…
CategoryGeneralGeneral
Sub-categorygeneral-miscgeneral-misc
Tagstype:debug
AuthorOrchestKitAIops-tools
LicenseMITMIT
Install/add-skill distributed-systems/add-skill truenas-aiops

Tag overlap

Shared

Only in distributed-systems

Only in truenas-aiops type:debug

Sample code from each SKILL.md

distributed-systems

# Redis distributed lock with Lua scripts
async with RedisLock(redis_client, "payment:order-123"):
    await process_payment(order_id)

# Circuit breaker for external APIs
@circuit_breaker(failure_threshold=5, recovery_timeout=30)
@retry(max_attempts=3, base_delay=1.0)
async def call_external_api():
    ...

# Idempotent API endpoint
@router.post("/payments")
async def create_payment(
    data: PaymentCreate,
…

truenas-aiops

uv tool install truenas-aiops
truenas-aiops init       # interactive wizard: connection + encrypted API key
truenas-aiops doctor

When to choose each

distributed-systems — Distributed systems patterns for locking, resilience, idempotency, and rate limiting. Use when implementing distributed locks, circuit breakers, retry policies, idempotency keys, token bucket rate limiters, or fault…

truenas-aiops — Use this skill whenever the user needs to operate TrueNAS SCALE storage — a one-shot health overview, system info, read-only diagnostics / RCA (pool health, alerts & dataset capacity), inspect ZFS pools…

Both are free to install. If you're unsure, install both — Claude Code skills are isolated by filename and only collide if their trigger phrases overlap (rare). The richest signal is the SKILL.md body itself — open both skill pages and read the first paragraph of each.

Open distributed-systems → Open truenas-aiops →

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