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task-schedulinglisted

This skill should be used when the user designs a "task scheduler", "job scheduler", "job queue", "cron at scale", "distributed cron", "delayed / scheduled / recurring tasks", a "worker pool", reaches for "Celery / Sidekiq / Airflow", or wrestles with "task leasing", visibility timeouts, job priorities, fairness, or duplicate task execution. Use it whenever work must run later, on a schedule, or be reliably leased to a pool of workers, even if the user doesn't say "scheduler". (For plain queue transport and delivery guarantees, that is `messaging-streaming`.)
proyecto26/system-design-skills · ★ 6 · Data & Documents · score 76
Install: claude install-skill proyecto26/system-design-skills
# Task Scheduling Decide *when* work runs and *which worker* runs it: fire jobs on a schedule (cron/delayed/recurring), hand each job to exactly one worker via a lease, and make sure it completes once despite crashes and retries. This sits *on top of* `messaging-streaming` queues — the queue is the transport; this skill adds the scheduling, leasing, priorities, and task-level idempotency. Getting it wrong shows up as jobs that never run, run twice (double charge, double email), or pile up until a worker fleet falls permanently behind. ## When to reach for this Work must run **later** (send a reminder in 24h), **on a schedule** (nightly rollups, hourly cron), or **repeatedly** (poll every 5 min); a slow operation is already off the request path (→ `messaging-streaming`) and now needs reliable allocation to a pool of workers; jobs need **priorities** (paid before free) or **fairness** (no single tenant starves others); or a job must complete **exactly once** even though the worker holding it can crash mid-flight. ## When NOT to The caller needs the result inline — that's a synchronous call, not a scheduled job. A single fire-and-forget async step with no schedule, priority, or exactly-once need — a plain queue + idempotent consumer (`messaging-streaming`) is simpler; don't add a scheduler on top. One periodic job on one box — OS `cron` is fine until you have multiple schedulers or need history and retries. A long-running multi-step saga with rollback — reach for a durable wo