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AWS Aurora Serverless v2, RDS Proxy, Data API, connection pooling
Passed 20 of 22 test cases with the skill, and 14 of 22 without it.
and 4 more in the full report
6 fixed14 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
We need an AWS CDK TypeScript snippet to configure an Aurora Serverless v2 cluster for a dev/test environment where traffic is low and keeping cost minimal is primary. What ACU capacity bounds should be assigned?
| Checked | Without skill | With skill |
|---|---|---|
| Sets serverlessV2MinCapacity to 0.5. | Passed | Passed |
| Sets serverlessV2MaxCapacity to 2. | Missed | Passed |
The instructions your model reads when the skill loads.
Amazon Aurora is a MySQL/PostgreSQL-compatible relational database with serverless scaling, high availability, and enterprise features.
Sources: Aurora Docs | Serverless v2 | RDS Proxy
Use RDS Proxy for serverless, Data API for simplicity, connection pooling always.
Aurora excels at ACID-compliant workloads. For serverless architectures (Lambda), always use RDS Proxy or Data API to handle connection management. Never open raw connections from Lambda functions.
| Option | Best For |
|---|---|
| Aurora Serverless v2 | Variable workloads, auto-scaling (0.5-128 ACUs) |
| Aurora Provisioned | Predictable workloads, maximum performance |
| Aurora Global | Multi-region, disaster recovery |
| Data API | Serverless without VPC, simple HTTP access |
| RDS Proxy | Connection pooling for Lambda, high concurrency |
Lambda → RDS Proxy → Aurora
(pool)
test cases passed, vs 14 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.