Security Audit Prompt Template
Conduct a security audit of code or architecture covering OWASP top 10, authentication flaws, and injection risks.
The Prompt
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How to use this template
Copy the template
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Replace anything in [BRACKETS] with your specific details.
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Why this prompt works
Requiring a proof-of-concept attack scenario for Critical and High findings forces the AI beyond vague warnings into concrete impact — 'an attacker could extract all user emails via this endpoint in a single request' is more actionable than 'SQL injection risk detected'. The positive security controls section prevents audit reports from being pure negativity.
Tips for best results
- Never paste production secrets or credentials into this prompt — use sanitised/redacted versions of your code
- Run this audit on your authentication code first — auth flaws compound every other vulnerability in the system
- For APIs, add your authentication token format and session management approach to CONTEXT — many auth vulnerabilities are architectural, not code-level
- After implementing remediations, run the prompt again on the fixed code and verify the AI no longer flags the same issues