Individual skill
auditing-code-for-vulnerabilities
Audit source code for exploitable vulnerabilities using threat-model-driven review, taint tracing, invariant checking, and variant analysis. Use when reviewing a codebase or diff for security bugs, performing a security audit, hunting for vulnerabilities in a target's source, or validating whether a suspected finding is real.
secskills-core/skills/auditing-code-for-vulnerabilities/SKILL.md
Source commit ca53957bcd8e3b83b5d4d190bb3ad008a4f15c84
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 6, 2026
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Repository context
- Repository stars (not skill ratings)
- 186
- Repository last updated
- Sep 4, 2026
- License
- MIT
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Read excerpt
# Auditing Code for Vulnerabilities
Finding real bugs in source code is a different job from running a scanner. A
scanner matches patterns; an auditor builds a model of what the code is
*supposed* to guarantee and then hunts for the paths where that guarantee
breaks. This skill is the methodology for the second job.
## When to Use
- Auditing a repository, service, or library for security defects
- Reviewing a diff, branch, or pull request for introduced vulnerabilities
- Hunting for a specific bug class across a large codebase
- Validating whether a scanner finding or a reported vulnerability is real
- Building an audit plan and coverage report for a client engagement