variant-analysis

Generalize vulnerability patterns across codebases using iterative abstraction and tool selection.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/monmacllcapp/skill-forks --skill variant-analysis-monmacllcapp
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: variant-analysis
Source: https://github.com/monmacllcapp/skill-forks/tree/main/skills/security/variant-analysis
Command: npx skills add https://github.com/monmacllcapp/skill-forks --skill variant-analysis-monmacllcapp

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps you systematically find similar bugs and vulnerabilities across a codebase by generalizing from an initial known issue.

Core Features & Use Cases

  • Variant Hunting: Search for code patterns similar to a known vulnerability.
  • Query Building: Assist in creating or refining Semgrep and CodeQL queries.
  • Code Auditing: Perform focused audits after an initial security finding.
  • Use Case: After discovering a SQL injection vulnerability, use this Skill to find other instances where user input might be improperly handled in database queries throughout the project.

Quick Start

Use the variant-analysis skill to find variants of a specific security vulnerability pattern in the codebase.

Frequently Asked Questions about variant-analysis

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

FAQPage Schema
How do I find similar vulnerabilities after discovering a security bug in my codebase?

Variant analysis generalizes a known vulnerability pattern to hunt for similar bugs across a codebase. It applies iterative abstraction to identify code segments sharing the root cause of the initial security issue.

What is variant analysis in security auditing?

Variant analysis is a security auditing technique that identifies and generalizes vulnerability patterns across codebases. It takes an initial known issue and systematically searches for similar code patterns to uncover related bugs.

How do I write CodeQL or Semgrep queries to find a specific vulnerability pattern?

You can build and refine Semgrep and CodeQL queries by generalizing a specific vulnerability pattern. The process requires iterative abstraction of the root cause to develop effective code scanning rules.

Do I need root cause analysis to perform variant analysis on my code?

Yes, understanding root cause analysis is required to perform variant analysis. The Skill relies on incremental pattern generalization starting from the root cause of an initial bug to systematically find similar vulnerabilities.

Can I use this approach to hunt for variants of a SQL injection vulnerability?

Yes, variant analysis supports hunting for variants of a SQL injection vulnerability by generalizing the improper input handling pattern. It systematically searches the codebase for other database queries where user input might be similarly mishandled.