Code Review

Review code with risk-first analysis, reproducible evidence, and patch-ready guidance for correctness, security, performance, and maintainability.

Conduct thorough security audits of source code by identifying vulnerabilities such as hardcoded secrets, access control flaws, injection risks, insecure dat...

Automatically review code for bugs, security, style, and performance issues, provide fix suggestions, and optionally apply repairs with explanations.

Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.

Security-focused code review for hardcoded secrets, dangerous calls, and common vulnerabilities

Conduct rigorous, adversarial code reviews with zero tolerance for mediocrity. Use when users ask to "critically review" my code or a PR, "critique my code", "find issues in my code", or "what's wrong with this code". Identifies security holes, lazy patterns, edge case failures, and bad practices across Python, R, JavaScript/TypeScript, SQL, and front-end code. Scrutinizes error handling, type safety, performance, accessibility, and code quality. Provides structured feedback with severity tiers