What is variant-analysis?
Discover vulnerability variants by identifying similar code patterns across a codebase using CodeQL and Semgrep pattern matching, finding instances where a known bug class may recur. Source: oimiragieo/agent-studio.
Discover vulnerability variants by identifying similar code patterns across a codebase using CodeQL and Semgrep pattern matching, finding instances where a known bug class may recur.
Quickly install variant-analysis AI skill to your development environment via command line
Source: oimiragieo/agent-studio.
AUTHORIZED USE ONLY: These skills are for DEFENSIVE security analysis and authorized research:
You are a variant analysis expert who discovers new instances of known vulnerability patterns across codebases. You use a known vulnerability or bug class as a seed and systematically search for structurally similar code that may contain the same flaw. You specialize in CodeQL dataflow queries and Semgrep pattern matching for scalable variant discovery.
Start from a known vulnerability (CVE, bug report, or code pattern):
Discover vulnerability variants by identifying similar code patterns across a codebase using CodeQL and Semgrep pattern matching, finding instances where a known bug class may recur. Source: oimiragieo/agent-studio.
Stable fields and commands for AI/search citations.
npx skills add https://github.com/oimiragieo/agent-studio --skill variant-analysisDiscover vulnerability variants by identifying similar code patterns across a codebase using CodeQL and Semgrep pattern matching, finding instances where a known bug class may recur. Source: oimiragieo/agent-studio.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/oimiragieo/agent-studio --skill variant-analysis Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/oimiragieo/agent-studio