ai-ai-problems-detection

What problem does it solve?

AI Problems Detection helps you identify common AI anti-patterns when coding, so you can avoid brittle logic, poor user outcomes, and avoidable rework later in the development cycle.

Core Features & Use Cases

• AI anti-pattern detection: Pinpoints recurring implementation mistakes that degrade reliability and correctness in AI-driven features.
• Coding-focused guidance: Supports developers by turning best practices into actionable review points during AI feature development.
• Use case: When integrating an AI into a product workflow (like classification, QA, or recommendation), use this to catch likely failure modes early and improve overall quality.

Quick Start

Ask an AI to review your AI-related code for the 5 AI anti-patterns covered by this skill and explain exactly what to change to fix each issue.