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AWS serverless and event-driven architecture expert based on Well-Architected Framework.
Passed 21 of 22 test cases with the skill, and 19 of 22 without it.
2 fixed19 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
I am designing an API Gateway endpoint to process webhooks from a third-party payment vendor. The vendor expects a response within 3 seconds, but my processing logic takes 15 seconds to run. A developer suggested setting API Gateway integration timeout to 29 seconds and awaiting the full processing before returning 200 OK. What is the correct serverless architecture pattern for handling this webhook?
| Checked | Without skill | With skill |
|---|---|---|
| recommends validating the request signature synchronously | Passed | Passed |
| recommends queueing the webhook payload in SQS | Passed | Passed |
| recommends returning an immediate HTTP 202 response | Missed | Passed |
The instructions your model reads when the skill loads.
This skill provides comprehensive guidance for building serverless applications and event-driven architectures on AWS based on Well-Architected Framework principles.
This skill includes 5 MCP servers for serverless development:
When to use: Always verify AWS service information before implementation
Purpose: Complete serverless application lifecycle with SAM CLI
Purpose: Execute Lambda functions as tools
Purpose: Execute complex workflows and orchestration
test cases passed, vs 19 / 22 without
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