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Deploy applications to AWS.
Passed 19 of 22 test cases with the skill, and 16 of 22 without it.
and 1 more in the full report
3 fixed16 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
A colleague suggested we deploy our new web service on AWS App Runner. Is AWS App Runner the recommended choice for new AWS deployments?
| Checked | Without skill | With skill |
|---|---|---|
| The response identifies AWS App Runner as being in maintenance mode. | Missed | Passed |
The instructions your model reads when the skill loads.
Take any application and deploy it to AWS with minimal user decisions.
Minimize cognitive burden. User has code, wants it on AWS. Pick the most straightforward services. Don't ask questions with obvious answers.
See defaults.md for the complete service selection matrix.
Core principle: Default to dev-sized (cost-conscious: small instance sizes, minimal redundancy, and non-HA/single-AZ defaults) unless user says "production-ready".
Consult for architecture decisions. Use when choosing between AWS services or validating that a service fits the use case. Helps answer "what's the right AWS service for X?"
Key topics: general for architecture, amplify_docs for static sites/SPAs,
cdk_docs and cdk_constructs for IaC patterns.
Get cost estimates. Always present costs before generating IaC so user can adjust before committing. See cost-estimation.md for query patterns.
test cases passed, vs 16 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.