AI Unified Process plugin for the Vaadin/jOOQ stack
97
93%
Does it follow best practices?
Impact
98%
1.30xAverage score across 10 eval scenarios
Passed
No known issues
{
"context": "The agent must implement a jOOQ data access layer for an order-summary use case. The key instructions under test are: using Records.mapping() (not fetchInto(Dto.class)) for projected queries, matching column order to constructor parameter order, correctly applying the fetchInto exception for full-row fetches, and not creating test classes.",
"type": "weighted_checklist",
"checklist": [
{
"name": "Records.mapping() for projection",
"description": "The summary list query uses Records.mapping() (or fetch(Records.mapping(...))) rather than fetchInto(OrderSummaryDto.class) or fetchInto(OrderSummaryDto::new) with reflection",
"max_score": 20
},
{
"name": "Constructor reference style",
"description": "Records.mapping() is called with a constructor reference of the form OrderSummaryDto::new (not a lambda that manually constructs the DTO)",
"max_score": 10
},
{
"name": "Column order matches constructor",
"description": "The SELECT clause lists columns in the same order as the OrderSummaryDto constructor parameters: id first, then customer_name, then item count",
"max_score": 20
},
{
"name": "Item count via aggregate",
"description": "The summary query uses a COUNT() aggregate (e.g. DSL.count() or ORDER_ITEM.ID.count()) joined or correlated to ORDER_ITEM to produce the item count per order",
"max_score": 10
},
{
"name": "fetchInto for full-row fetch",
"description": "The single-order-by-ID method uses selectFrom(ORDER).fetchInto(...) or fetchOptionalInto(...) with the generated Order POJO — NOT Records.mapping() — consistent with the full-row exception",
"max_score": 15
},
{
"name": "No fetchInto for projected query",
"description": "The summary list method does NOT call fetchInto(OrderSummaryDto.class) anywhere",
"max_score": 10
},
{
"name": "Sorted descending by created_at",
"description": "The summary list query includes an ORDER BY clause on the order creation timestamp in descending order",
"max_score": 5
},
{
"name": "No test classes created",
"description": "No files ending in *Test.java or *IT.java are produced",
"max_score": 10
}
]
}