
Vulnerability Analysis
This is a comprehensive security auditing framework that walks you through systematic vulnerability analysis using taint tracking (marking untrusted data at entry points and following it to dangerous operations). It covers the big categories: injection flaws, memory safety bugs, auth bypasses, crypto mistakes, race conditions, and supply chain issues. The methodology is sound,start with sink-backward analysis for quick wins on high-risk operations like eval and SQL execution, then do source-forward sweeps for completeness. What's genuinely useful here is the false positive reduction checklist and the variant analysis section that teaches you to generalize each finding into a pattern and hunt for similar bugs. The source-sink mappings and taint propagation rules give you concrete patterns to look for rather than vague guidance.
- GitHub stars
- 280
- last updated
- May 28, 2026
Install
$ npx -y skills add hypnguyen1209/offensive-claude --skill vulnerability-analysis --agent claude-codeInstalls into .claude/skills of the current project.
Files
Vulnerability Analysis
Every vulnerability you miss is one an attacker finds first. Systematic source
auditing traces untrusted data from source to sink, evaluates every
sanitizer for bypass, and questions each trust-boundary assumption. This skill is
the router; depth lives in references/, and every technique cluster is backed
by a runnable tool in scripts/.
When to Activate
- Auditing any codebase (white/grey box) for security vulnerabilities
- Writing/driving CodeQL queries, Semgrep taint rules, or Joern CPGQL flows
- Tracing injection, deserialization, prototype-pollution, or memory-safety paths
- Reviewing auth/authorization (IDOR/BOLA), cryptography, or concurrency (TOCTOU)
- Triaging dependency CVEs and hunting malicious/compromised packages (SCA)
- Variant hunting — generalizing one finding into a codebase-wide pattern
Technique Map
Sponsors
Details
- Repository
- github.com/hypnguyen1209/offensive-claude
- Categories
- Backend & APIs, Security, Finance & Trading
- License
- MIT
- First seen
- Jun 11, 2026
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