variant-analysis

Identify variants of known vulnerabilities across codebases using Semgrep, CodeQL, and ripgrep.

Updated Apr 5, 2026
One-click install
npx skills add https://github.com/balic-AI-ML-R-D-Resources/eliza_autonomous_agents --skill variant-analysis-balic-ai-ml-r-d-resources
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: variant-analysis
Source: https://github.com/balic-AI-ML-R-D-Resources/eliza_autonomous_agents/tree/main/packages/skills/skills/variant-analysis
Command: npx skills add https://github.com/balic-AI-ML-R-D-Resources/eliza_autonomous_agents --skill variant-analysis-balic-ai-ml-r-d-resources

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Variant Analysis helps identify variants of known vulnerabilities across a codebase, enabling teams to generalize a bug into broader detection queries after advisories.

Core Features & Use Cases

  • Generalize known vulnerability patterns across languages to expand coverage
  • Use Semgrep, CodeQL, and ripgrep to detect variants across files and repositories
  • Create persistent detection rules and roll them into CI to prevent regressions

Quick Start

Run a targeted search across a repository to identify variants of a known vulnerability and generate generalized detection queries.

Frequently Asked Questions about variant-analysis

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

FAQPage Schema
How do I find variants of a known vulnerability across a codebase?

Variant analysis identifies variants of known vulnerabilities across a codebase to detect related patterns. It generalizes a specific bug into broader detection queries to expand security coverage after an advisory.

Can I use Semgrep and CodeQL for cross-language vulnerability detection?

Yes, you can use Semgrep and CodeQL for cross-language vulnerability detection. The variant analysis process utilizes these tools alongside ripgrep to detect related patterns across multiple files and repositories.

What is pattern generalization in security audits?

Pattern generalization in security audits is the process of expanding a known vulnerability into broader detection queries. This allows teams to hunt for related vulnerability variants across an entire codebase.

How do I generate reusable detection rules after a security advisory?

To generate reusable detection rules after an advisory, apply variant analysis to generalize the known vulnerability pattern. This creates persistent rules that you can roll into CI to prevent future regressions.

Does variant analysis work for cross-file and cross-language codebases?

Yes, variant analysis works for cross-file and cross-language codebases. It leverages Semgrep, CodeQL, and ripgrep to effectively detect vulnerability variants and related patterns across different languages and files.

How do I prevent vulnerability regressions in CI?

To prevent vulnerability regressions in CI, use variant analysis to create persistent detection rules from known bugs. Rolling these generalized rules into your continuous integration pipeline catches variants automatically.