anti-pattern

What problem does it solve?

This skill helps you prevent unfinished, low-quality, and fragile code from being shipped by detecting common anti-patterns that make software look unprofessional or not production-ready.

Core Features & Use Cases

• Anti-pattern detection & prevention: Flags placeholder UI elements, non-functional features, hardcoded fake data, and broken interaction patterns.
• Code quality guardrails: Detects N+1 query risks, dead-code patterns, and unsafe or placeholder-like coding behaviors.
• SQL and implementation standards: Identifies anti-pattern SQL constructs (like SELECT *) and injection-prone string concatenation, and promotes safer query structures.

Use case example: During a code review for a web feature, run this skill to ensure every button and form works, data is loaded from real sources (with loading/error states), and database access avoids N+1 query patterns.

Quick Start

Use the anti-pattern skill to scan the project and report any banned UX, code, N+1, or SQL anti-patterns that should be fixed before merging.