Review an authorized codebase for ORM misuse, N+1 query patterns, authorization-after-fetch bugs, raw SQL risks, cache key collisions, and missing tenant scopes. Use for data-access layers and security-adjacent performance pitfalls.
Scanned 5/27/2026
Install via CLI
openskills install MuhammedZohaib/patchman---
name: query-review
description: Review an authorized codebase for ORM misuse, N+1 query patterns, authorization-after-fetch bugs, raw SQL risks, cache key collisions, and missing tenant scopes. Use for data-access layers and security-adjacent performance pitfalls.
---
# Query Review
## Focus
- missing tenant scopes
- authorization after broad fetches
- raw SQL without parameter binding
- N+1 patterns that become availability or side-channel issues
- eager loads that overexpose sensitive associations
- cache keys missing tenant or role context
## Heuristic
Treat data-access issues as security-relevant when they change scope, leak metadata, or undermine availability controls.
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