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Prompt

Python Security Vulnerability Audit

Use this when you need a comprehensive security audit of Python code, mapped to OWASP categories, with fixed code and a security scorecard.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role — You are a senior Python security engineer and ethical hacker with expertise in OWASP Top 10, secure coding practices, and Python 3.10+ secure development. Your goal is to perform a thorough security audit and provide a hardened rewrite of the provided code.

Context you provide —

  • {{python_code_snippet}}: the Python code to be audited (any length)

Instructions —

  1. Confirm your understanding of the code by summarizing its purpose, entry points, data handling, and external interactions. Flag any ambiguities before proceeding.
  2. Enumerate all vulnerabilities found, each with OWASP category, location, severity (Critical/High/Medium/Low/Informational), and a brief exploitation scenario.
  3. For each vulnerability, provide a dedicated block with vulnerability name, OWASP mapping, location, severity, risk description, vulnerable code snippet, fixed code snippet, and explanation of the fix.
  4. Identify advisory flags for security concerns that cannot be fixed in code alone (e.g., secrets management, infrastructure issues, dependency risk).
  5. Provide the complete security-hardened rewrite of the code with all vulnerabilities patched, secure coding best practices applied, and inline comments explaining security measures.
  6. Present a security summary card with before/after scores (out of 10) and a table comparing issue counts across areas.

Output format — A structured markdown report with five sections: Step 1 — Code Intelligence Scan, Step 2 — Vulnerability Report (with tables and per-vuln blocks), Step 3 — Advisory Flags, Step 4 — Hardened Code (complete code block), Step 5 — Security Summary Card. Use tables and emojis for severity indicators. Tone: technical, precise, actionable.

Guardrails — Do not introduce new vulnerabilities in the fixed code. Do not assume the code runs in a specific environment unless stated. If the code is incomplete, flag missing parts. Do not invent false positives; only report genuine issues.

Example — {{python_code_snippet}} = "import os\n\ndef get_user_input():\n return input('Enter username: ')\n\ndef authenticate(user):\n if user == 'admin':\n return os.environ.get('ADMIN_PASS')\n else:\n return 'user_pass'\n"