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Use this skill for backend development — server logic, authentication, microservices, serverless functions, middleware, background jobs, caching strategies, and backend architecture patterns. Trigger on keywords: backend, server, API endpoint, middleware, authentication, authorization, microservice, serverless, background job, queue, caching, session.
Passed 20 of 22 test cases with the skill, and 17 of 22 without it.
and 2 more in the full report
4 fixed16 passed either way1 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
I'm setting up a REST API in Node.js and need to establish standard middleware execution flow and response payloads. Can you design the sequence of request handling steps from arrival to response, along with standardized JSON schemas for successful endpoints and error cases?
| Checked | Without skill | With skill |
|---|---|---|
| The request lifecycle places rate limiting, authentication, authorization, and validation sequentially before business logic. | Passed | Passed |
| Success payloads wrap results in a top-level data key without extra top-level flags like success or statusCode. | Missed | Passed |
| Error response objects contain a top-level error wrapper with code, message, and details keys. | Passed | Passed |
The instructions your model reads when the skill loads.
Request → Rate Limiting → Authentication → Authorization → Validation → Business Logic → Response
Never skip this order. Auth before business logic. Validation before processing.
// Success
{ "data": { ... }, "meta": { "page": 1, "total": 100 } }
// Error
{
"error": {
"code": "VALIDATION_ERROR",
"message": "Human-readable description",
"details": [{ "field": "email", "issue": "Invalid format" }]
}
}
test cases passed, vs 17 / 22 without
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