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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 tolerance patterns.
Claude Code
$ npx -y skills add yonatangross/orchestkit --skill distributed-systems --agent claude-code
Codex
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Cursor
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Gemini CLI
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OpenCode
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Windsurf
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name: distributed-systems license: MIT compatibility: "Claude Code 2.1.277+." description: 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 tolerance patterns. user-invocable: false metadata: owner-agent: "backend-system-architect" category: document-asset-creation version: "2.0.0" author: "OrchestKit" complexity: "medium" tags: "distributed-systems, distributed-locks, resilience, circuit-breaker, idempotency, rate-limiting, retry, fault-tolerance, edge-computing, cloudflare-workers, vercel-edge, event-sourcing, cqrs, saga, outbox, message-queue, kafka" allowed-tools: "Read Glob Grep WebFetch WebSearch"
Comprehensive patterns for building reliable distributed systems. Each category has individual rule files in `rules/` loaded on-demand.
| Category | Rules | Impact | When to Use | |----------|-------|--------|-------------| | [Distributed Locks](#distributed-locks) | 1 | CRITICAL | Fencing tokens, owner validation; Redis/Redlock and Postgres advisory via upstream docs | | [Resilience](#resilience) | 3 | CRITICAL | Circuit breakers, retry with backoff, bulkhead isolation | | [Idempotency](#idempotency) | 1 | HIGH | Idempotency keys; dedup and database-backed storage via upstream docs | | [Rate Limiting](#rate-limiting) | 2 | HIGH | Token bucket, sliding window; SlowAPI integration via upstream docs | | [Edge Computing](#edge-computing) | 2 | HIGH | Edge workers, V8 isolates, CDN caching, geo-routing | | [Event-Driven](#event-driven) | 2 | HIGH | Event sourcing, CQRS, transactional outbox, sagas |
**Total: 11 rules across 6 categories.** Removed topics point at first-party sources in [Upstream coverage](#upstream-coverage-do-not-restate); ork-specific scars live in `references/ork-delta.md`.
# 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,
idempotency_key: str = Header(..., alias="Idempotency-Key"),
):
return await idempotent_execute(db, idempotency_key, "/payments", process)
# Token bucket rate limiting
limiter = TokenBucketLimiter(redis_client, capacity=100, refill_rate=10)
if await limiter.is_allowed(f"user:{user_id}"):
await handle_request()Coordinate exclusive access to resources across multiple service instances.
| Rule | File | Key Pattern | |------|------|-------------| | Fencing Tokens | `rules/locks-fencing-tokens.md` | Owner validation, TTL, heartbeat extension |
Redis single-node locks, Redlock quorum, and PostgreSQL advisory locks are first-party documented; see [Upstream coverage](#upstream-coverage-do-not-restate).
Production-grade fault tolerance for distributed systems.
| Rule | File | Key Pattern | |------|------|-------------| | Circuit Breaker | `rules/resilience-circuit-breaker.md` | CLOSED/OPEN/HALF_OPEN states, sliding window | | Retry & Backoff | `rules/resilience-retry-backoff.md` | Exponential backoff, jitter, error classification | | Bulkhead Isolation | `rules/resilience-bulkhead.md` | Semaphore tiers, rejection policies, queue depth |
Ensure operations can be safely retried without unintended side effects.
| Rule | File | Key Pattern | |------|------|-------------| | Idempotency Keys | `rules/idempotency-keys.md` | Deterministic hashing, Stripe-style headers |
Event-consumer dedup and database-backed idempotency storage follow the Stripe pattern; see [Upstream coverage](#upstream-coverage-do-not-restate).
Protect APIs with distributed rate limiting using Redis.
| Rule | File | Key Pattern | |------|------|-------------| | Token Bucket | `rules/ratelimit-token-bucket.md` | Redis Lua scripts, burst capacity, refill rate | | Sliding Window | `rules/ratelimit-sliding-window.md` | Sorted sets, precise counting, no boundary spikes |
SlowAPI + Redis wiring and tiered limits are first-party documented; see [Upstream coverage](#upstream-coverage-do-not-restate).
Edge runtime patterns for Cloudflare Workers, Vercel Edge, and Deno Deploy.
| Rule | File | Key Pattern | |------|------|-------------| | Edge Workers | `rules/edge-workers.md` | V8 isolate constraints, Web APIs, geo-routing, auth at edge | | Edge Caching | `rules/edge-caching.md` | Cache-aside at edge, CDN headers, KV storage, stale-while-revalidate |
Event sourcing, CQRS, saga orchestration, and reliable messaging patterns.
| Rule | File | Key Pattern | |------|------|-------------| | Event Sourcing | `rules/event-sourcing.md` | Event-sourced aggregates, CQRS read models, optimistic concurrency | | Event Messaging | `rules/event-messaging.md` | Transactional outbox, saga compensation, idempotent consumers |
These topics were removed from this skill on 2026-07-31 (wrap-plus-delta thinning) because a first-party source maintains them. Consult the source; do not re-add tutorials here. Ork-specific scars for these topics live in `references/ork-delta.md`.
| Topic | First-party source | |-------|--------------------| | Redis single-node locks, Redlock algorithm and quorum | https://redis.io/docs/latest/develop/use/patterns/distributed-locks/ | | PostgreSQL advisory locks (session and transaction level) | https://www.postgresql.org/docs/current/explicit-locking.html#ADVISORY-LOCKS | | Circuit breaker pattern, thresholds, setup and rollout guides | https://learn.microsoft.com/azure/architecture/patterns/circuit-breaker
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