variant-analysis

Map variant vulnerabilities across a codebase using pattern-based analysis.

2|Updated Jan 21, 2026
One-click install
npx skills add https://github.com/roderik/mpe --skill variant-analysis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: variant-analysis
Source: https://github.com/roderik/mpe/tree/main/.agents/skills/variant-analysis
Command: npx skills add https://github.com/roderik/mpe --skill variant-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Find similar vulnerabilities across a codebase using pattern-based analysis to accelerate triage and remediation.

Core Features & Use Cases

  • Pattern-based search guidance for locating variant vulnerabilities across modules.
  • Stepwise generalization from exact matches to broader patterns (taint tracking, cross-file patterns).
  • Structured reporting and triage support for security audits and bug variant hunts.

Quick Start

Analyze the repository for variant vulnerabilities: start with the exact pattern from the original bug, then progressively generalize to uncover variants and generate a findings report.

Frequently Asked Questions about variant-analysis

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

FAQPage Schema
How do I find variant vulnerabilities across a codebase after an initial security finding?

To find variant vulnerabilities, apply a pattern-based analysis that starts with the exact match of the original bug and progressively generalizes the search to uncover similar issues across modules.

How does pattern-based analysis work for hunting bug variants?

Pattern-based analysis for bug variants works by enforcing a repeatable five-step process that expands from exact code matches to broader generalized taint tracking and cross-file patterns.

Can I use this to build CodeQL and Semgrep queries for code audits?

Yes, you can use the variant analysis process to build CodeQL and Semgrep queries by systematically generalizing the original vulnerability pattern into reusable search rules.

What is the best way to triage security findings during a cross-project vulnerability hunt?

The best way to triage cross-project vulnerability hunts is to generate structured triage-ready reports that map variant findings discovered through the generalized pattern analysis.

Does variant analysis support cross-file taint tracking patterns?

Yes, variant analysis supports cross-file taint tracking by allowing the stepwise generalization from exact matches to broader security patterns across different files in the codebase.

What are the limitations of pattern-based variant analysis for code audits?

Pattern-based variant analysis relies on an existing initial finding to derive exact and generalized patterns, meaning it requires a known vulnerability to start the five-step process and map variants.