Vulnerability Patterns

Identify web vulnerability patterns and exploitation flows for whitebox penetration testing.

22|3|Updated Feb 23, 2026

Search Tags:#code review #sql injection #xss #owasp #penetration testing #command injection #vulnerability patterns

Ready to run

npx skills add https://github.com/allsmog/vuln-scout --skill vulnerability-patterns-allsmog

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Vulnerability Patterns
Source: https://github.com/allsmog/vuln-scout/tree/main/whitebox-pentest/skills/vuln-patterns
Command: npx skills add https://github.com/allsmog/vuln-scout --skill vulnerability-patterns-allsmog

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps security professionals and developers understand and identify common vulnerability patterns within codebases, crucial for effective whitebox penetration testing.

Core Features & Use Cases

Vulnerability Pattern Recognition: Provides detailed explanations and indicators for various vulnerability classes like SQL Injection, XSS, Command Injection, etc.
Exploitation Flow Analysis: Outlines the typical steps involved in exploiting identified vulnerabilities.
OWASP Top 10 Mapping: Correlates vulnerability patterns with the latest OWASP Top 10 categories.
Use Case: When a security analyst finds a suspicious function call, they can use this Skill to understand if it matches a known vulnerability pattern, assess its exploitability, and learn about potential attack vectors.

Quick Start

Explain the common patterns for SQL injection vulnerabilities.

Frequently Asked Questions about Vulnerability Patterns

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

FAQPage Schema

How do I identify common web vulnerability patterns during a code review?▼

Identify web vulnerability patterns by matching suspicious function calls against known indicators for SQL Injection, XSS, Command Injection, and Path Traversal. This Skill maps these flaws to OWASP Top 10 categories to assess exploitability.

What is the typical exploitation flow for SQL injection and command injection vulnerabilities?▼

The exploitation flow for SQL injection and command injection involves recognizing vulnerable code indicators, mapping them to attack vectors, and outlining the steps to execute the exploit. This Skill details these flows to guide whitebox penetration testing techniques.

How do web vulnerability patterns map to the OWASP Top 10 categories?▼

Web vulnerability patterns map to OWASP Top 10 categories by correlating specific code indicators and exploitation flows for flaws like SSRF, Template Injection, and Deserialization. This mapping provides a standardized framework for assessing security risks during code review.

Can I use this for whitebox penetration testing on applications with deserialization and SSRF flaws?▼

Yes, you can use this for whitebox penetration testing on applications with deserialization and SSRF flaws. It provides detailed indicators and exploitation flows specifically for these vulnerability classes to guide security analysts in identifying attack vectors.

What are the limitations of using vulnerability patterns for whitebox security analysis?▼

A limitation of using vulnerability patterns for whitebox security analysis is that it focuses on recognizing known indicators and exploitation flows for common flaws like XSS and Path Traversal. It guides understanding of attack vectors but does not execute automated code scanning or active exploitation.