Variant Analysis

Find similar vulnerabilities and bugs across a codebase after identifying an initial pattern.

When to Use

Use this skill when:

• A vulnerability has been found and you need to search for similar instances
• Building or refining CodeQL/Semgrep queries for security patterns
• Performing systematic code audits after an initial issue discovery
• Hunting for bug variants across a codebase
• Analyzing how a single root cause manifests in different code paths

When NOT to Use

Do NOT use this skill for: