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Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, workflows resume exactly where they left off.
Passed 18 of 23 test cases with the skill, and 17 of 23 without it.
1 fixed17 passed either way5 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.
Our operations team needs to build automated workflows for lead assignment and Slack alerts when new web forms are submitted. They require a visual drag-and-drop editor with pre-built integrations so non-technical users can make edits. Which workflow platform fits best?
| Checked | Without skill | With skill |
|---|---|---|
| Recommends n8n for visual low-code automation. | Missed | Passed |
The instructions your model reads when the skill loads.
Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, workflows resume exactly where they left off.
This skill covers the platforms (n8n, Temporal, Inngest) and patterns (sequential, parallel, orchestrator-worker) that turn brittle scripts into production-grade automation.
Key insight: The platforms make different tradeoffs. n8n optimizes for accessibility, Temporal for correctness, Inngest for developer experience. Pick based on your actual needs, not hype.
test cases passed, vs 17 / 23 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.