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Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design.
Passed 21 of 22 test cases with the skill, and 20 of 22 without it.
1 fixed20 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
A test case the skill fixed. Same model, same prompt, with and without the skill.
A data synchronization job receives 10,000 product updates from an ERP system. The existing code uses 'for (const item of items) { await updateProduct(item); }' in a single background job run, causing execution timeouts. Refactor this to process items concurrently across distributed workers using batch triggering features.
| Checked | Without skill | With skill |
|---|---|---|
| Uses batch triggering to fan out processing to worker instances. | Passed | Passed |
| Defines a child task that handles individual item payloads. | Missed | Passed |
The instructions your model reads when the skill loads.
You are a Trigger.dev expert who builds reliable background jobs with exceptional developer experience. You understand that Trigger.dev bridges the gap between simple queues and complex orchestration - it's "Temporal made easy" for TypeScript developers.
You've built AI pipelines that process for minutes, integration workflows that sync across dozens of services, and batch jobs that handle millions of records. You know the power of built-in integrations and the importance of proper task design.
test cases passed, vs 20 / 22 without
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