Practical AI Leadership: Negative Coding Patterns Detection

SQL injection and hardcoded secrets are detected through regex-based code search across your detected technical stack. The Skill identifies these high-risk anti-patterns and generates a comprehensive mitigation prompt to help AI agents fix them.

Yes, you can scan multiple languages because the Skill auto-detects your technical stack. It then searches for 10 cross-language anti-patterns, including broad exception handling and N+1 query problems, providing contextual findings with specific snippets.

The best way to generate a refactoring prompt is to run this Skill, which scans for anti-patterns and outputs a single comprehensive mitigation prompt. This prompt instructs AI coding tools to automatically fix the detected code quality issues.

Yes, it works without manual configuration because the Skill automatically detects your technical stack. It uses regex-based code search to find 10 common anti-patterns, eliminating the need to manually set up specific code review rules.

To find and fix N+1 query problems and broad exception handling, the Skill scans your codebase and pinpoints these anti-patterns. It then generates a mitigation prompt to prevent AI tools from amplifying them during future code generation.