security-review

Identify common security vulnerabilities in code using security guides.

Updated Apr 18, 2026

Search Tags:#python #security analysis #security review #code audit #vulnerability identification

Ready to run

npx skills add https://github.com/NeerajCodz/nstack --skill security-review-neerajcodz

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: security-review
Source: https://github.com/NeerajCodz/nstack/tree/main/skills/security-review
Command: npx skills add https://github.com/NeerajCodz/nstack --skill security-review-neerajcodz

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pypdf, pdfplumber, pdf2image, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps automate the process of identifying and reporting security vulnerabilities in code, reducing the workload on manual security reviewers and increasing confidence in the identified issues.

Core Features & Use Cases

Automated Security Review: Identifies common security vulnerabilities like injection, XSS, authentication issues, and more.
Confidence-Based Reporting: Provides high-confidence findings after thorough research and analysis.
Scope Flexibility: Can review specific files, diffs, or entire codebases.
Use Case: Ideal for organizations that need to regularly audit code for security issues, such as software development companies or IT departments.

Quick Start

Run the security-review skill on your codebase to perform a comprehensive security audit.

Frequently Asked Questions about security-review

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

FAQPage Schema

How do I perform a security code review to identify common vulnerabilities?▼

Performing a security code review automates the identification of vulnerabilities like injection, XSS, and authentication issues. It utilizes security guides and frameworks to analyze codebases, providing high-confidence findings after thorough research and analysis.

Can I use Python to audit specific files or entire codebases for security issues?▼

Using Python to audit specific files, diffs, or entire codebases for security issues is fully supported. This scope flexibility allows organizations to regularly audit code for vulnerabilities, reducing the workload on manual security reviewers.

Do I need pypdf and pdfplumber to process PDFs during a vulnerability identification analysis?▼

You need pypdf, pdfplumber, and pdf2image libraries to process PDFs during vulnerability identification analysis. These Python dependencies are required for execution to extract and analyze content from security guide PDF documents.

What is the best way to automate reporting for security vulnerabilities found in code?▼

Automating reporting for security vulnerabilities is best achieved through confidence-based reporting. This approach provides high-confidence findings after thorough research and analysis, increasing trust in the identified injection, XSS, or authentication issues.

When should I not use an automated code audit for security review?▼

An automated code audit for security review should not be used when you lack a Python execution environment or the required pypdf, pdfplumber, and pdf2image dependencies. Additionally, avoid it if your review requires analyzing vulnerabilities outside common injection or XSS categories.