variant-analysis

Identify similar vulnerabilities and bugs across a codebase using pattern-based analysis.

Updated Jun 9, 2026
One-click install
npx skills add https://github.com/iiammae/opero --skill variant-analysis-iiammae
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: variant-analysis
Source: https://github.com/iiammae/opero/tree/main/.agents/skills/variant-analysis
Command: npx skills add https://github.com/iiammae/opero --skill variant-analysis-iiammae

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires ripgrep, semgrep, codeql, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

The variant-analysis Skill helps identify and analyze similar vulnerabilities and bugs across a codebase, streamlining the process of hunting for bug variants, building security queries, and conducting code audits.

Core Features & Use Cases

  • Pattern-Based Analysis: Utilizes pattern-based analysis to quickly locate similar vulnerabilities.
  • Root Cause Analysis: Provides in-depth understanding of the root cause of vulnerabilities for effective analysis.
  • Codebase Scanning: Scans entire codebases for potential vulnerabilities.
  • Use Case: After identifying a vulnerability in one part of a codebase, use this Skill to locate similar vulnerabilities across the entire codebase.

Quick Start

Activate the variant-analysis skill and provide the root cause analysis for the vulnerability you've identified.

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 across a codebase after finding one bug?

Codebase scanning for vulnerabilities uses pattern-based analysis to locate similar bugs. By providing the root cause analysis of an identified vulnerability, the skill refines search patterns to find matching variants across the codebase.

What is pattern-based vulnerability analysis and when do I need it?

Pattern-based vulnerability analysis is the process of identifying similar bugs by matching code patterns derived from a known root cause. You need it during security audits and bug hunting to efficiently locate variant vulnerabilities across large codebases.

Do I need ripgrep, semgrep, or codeql installed to scan for bug variants?

Yes, you need ripgrep, semgrep, and codeql installed to perform variant analysis. These dependencies provide the underlying codebase scanning and pattern matching engines required to execute security queries and locate vulnerabilities.

What's the best way to build security queries for code auditing?

The best way to build security queries for code auditing is to start with a thorough root cause analysis of a known vulnerability. You then create and refine search patterns based on that root cause to accurately target similar vulnerabilities during codebase scanning.

Can I use this approach to hunt for bugs in any codebase?

You can hunt for bugs in any codebase by applying pattern-based analysis, provided you understand the root cause of the vulnerability. The effectiveness of the security audit depends on your ability to create and refine accurate search patterns.

Why does variant analysis require understanding the root cause of vulnerabilities?

Variant analysis requires understanding the root cause of vulnerabilities because the entire scanning mechanism relies on this foundation. Without an accurate root cause analysis, you cannot effectively create and refine the search patterns needed to locate similar bugs.