code-review

Analyze Python, JavaScript, and other code for bugs, security issues, and quality problems.

5|4|Updated Apr 26, 2026
One-click install
npx skills add https://github.com/Jignesh-Ponamwar/skills-mcp --skill code-review-jignesh-ponamwar
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: code-review
Source: https://github.com/Jignesh-Ponamwar/skills-mcp/tree/main/skill_mcp/skills_data/code-review
Command: npx skills add https://github.com/Jignesh-Ponamwar/skills-mcp --skill code-review-jignesh-ponamwar

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

Review code for correctness, bugs, security vulnerabilities, performance issues, and best practices. Produces structured findings with severity ratings and concrete fixes. Use when the user asks to review code, check for bugs, find security issues, audit code quality, or get a second opinion on an implementation.

Core Features & Use Cases

  • Structured, language-agnostic code review process that identifies bugs, security issues, performance problems, and style violations.
  • Always produces actionable output with severity ratings.
  • Use case: when you need a second pair of eyes on an implementation or a formal quality/security audit.

Quick Start

Provide a code snippet to review; I will return a structured findings report with severity ratings and concrete fixes.

Frequently Asked Questions about code-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I review code for security vulnerabilities and bugs?

To review code for security vulnerabilities and bugs, provide a code snippet to receive a structured findings report. The analysis identifies bugs, security issues, and quality problems, returning actionable output with severity ratings and concrete fixes.

Can I use this to audit Python and JavaScript code quality?

Yes, you can audit Python and JavaScript code quality with this tool. It analyzes code in these languages to identify performance issues, style violations, and best practice deviations, producing a structured quality audit with severity ratings.

What is the best way to get a second opinion on an implementation?

The best way to get a second opinion on an implementation is to submit the code for a formal review. This process applies a structured analysis to detect correctness issues and outputs concrete fixes with line-level locations when available.

How do I perform a static analysis check on my code?

To perform a static analysis check, supply your code snippet for review. The analysis evaluates the code against best practices and security standards to identify vulnerabilities, outputting structured findings with severity ratings and actionable fixes.

Does the code review output include line-level locations for bugs?

Yes, the code review output includes line-level locations for bugs when available. The structured findings report maps identified security issues and quality problems to specific locations in the code, accompanied by severity ratings and concrete fixes.