Extract Database Query N+1 Patterns From Code
Scan a codebase for N+1 query problems where loops trigger repeated database calls instead of batch operations.
The Prompt
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Extract Observability Gaps From Async Code Patterns
Scan a codebase for async operations (promises, callbacks, event handlers) that lack logging, tracing, or error instrumentation.
Cursor Composer: Extract Inline SQL Into a Query Layer
Moves scattered raw SQL strings out of business logic and into a structured, testable query module without breaking anything.
Extract Authentication Bypass Patterns From Code
Scan a codebase to find authentication checks that are skipped, incomplete, or conditionally disabled.
Find Every SQL Query That Lacks Row-Level Access Control
Scan a codebase for database queries that fetch or modify data without tenant/user isolation checks.