Async Jobs

This is your reference guide when you need to implement background jobs with Celery, ARQ, or Temporal. It covers the full stack: task routing across priority queues, canvas workflows for complex pipelines, retry strategies with exponential backoff and idempotency, Celery Beat scheduling, and production monitoring with Flower. The skill loads 10 rule files on demand, so you get detailed patterns without upfront bloat. What I like here is the honest guidance on decisions that bite you later, like why you want late acks, why JSON beats pickle, and why large results don't belong in Redis. It assumes you already know you need async jobs and jumps straight to doing them right.

skills.sh installs: 194
GitHub stars: 301
last updated: Aug 21, 2026

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Install

$ npx -y skills add yonatangross/orchestkit --skill async-jobs --agent claude-code

Installs into .claude/skills of the current project.

Files

Async Jobs

Background task processing with Celery, ARQ, Redis and Temporal. This skill is a wrapper, not a manual: Celery and ARQ document their own product well, so what lives here is our delta, the thresholds, working config, ordering constraints and tool-choice rules we picked. Product mechanics are linked, not restated.

Start with Read("references/ork-delta.md").