Extract Performance Bottlenecks From Runtime Logs
Parse application logs to identify slow operations, memory spikes, and latency patterns causing user friction.
The Prompt
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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.
Convert a Prisma Schema Into a Query Performance Risk Report
Reads your Prisma schema and flags relations, missing indexes, and model shapes likely to produce slow queries at scale.
Extract Type Safety Gaps From TypeScript Codebase
Finds TypeScript files where `any` types, missing type annotations, or unsafe casts hide potential runtime errors.
Extract Circular Dependency Chains From Codebase
Scan code for circular imports/requires that create runtime hazards and testing friction.