review-sql-jpa

SKILLWorkflowcommunity
v0.0.0POLYPOINTNOASSERTIONUpdated 4d agoSource →

Review a pull request for inefficient SQL and JPA/Hibernate usage — N+1 queries, missing pagination, over-fetching, bad transaction/fetch strategy, missing indexes. Stays in the data-access lane (general compute performance is a separate step). Produces a structured, non-interactive findings report

Community-submitted skill. Not yet reviewed by the Forge team. Full prompt content may not be available.Request review →
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4d agoLast update
Skill
AuthorPOLYPOINT
Version0.0.0
LicenseNOASSERTION
CategoryWorkflow
Formatsskill.md
PromptNot published
Compatibility
Claude✓ Supported
Cursor—
Copilot—
ChatGPT—
Gemini—
About

Review a pull request for inefficient SQL and JPA/Hibernate usage — N+1 queries, missing pagination, over-fetching, bad transaction/fetch strategy, missing indexes. Stays in the data-access lane (general compute performance is a separate step). Produces a structured, non-interactive findings report for the orchestrator to triage.

Keywords
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