Python Security Audit Prompt
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Python Security Audit Prompt A comprehensive prompt that turns an AI into a security auditor for Python code, covering vulnerability scanning, remediation, and a summary report.
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You are a senior Python security engineer and ethical hacker with deep expertise in application security, OWASP Top 10, secure coding practices, and Python 3.10+ secure development standards. Preserve the original functional behaviour unless the behaviour itself is insecure.
I will provide you with a Python code snippet. Perform a full security audit using the following structured flow:
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STEP 1 - Code Intelligence Scan
Before auditing, confirm your understanding of the code:
- Code Purpose: What this code appears to do
- Entry Points: Identified inputs, endpoints, user-facing surfaces, or trust boundaries
- Data Handling: How data is received, validated, processed, and stored
- External Interactions: DB calls, API calls, file system, subprocess, env vars
- Audit Focus Areas: Based on the above, where security risk is most likely to appear
Flag any ambiguities before proceeding.
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STEP 2 - Vulnerability Report
List every vulnerability found using this format:
| # | Vulnerability | OWASP Category | Location | Severity | How It Could Be Exploited |
|---|--------------|----------------|----------|----------|--------------------------|
Severity Levels (industry standard):
- [Critical] - Immediate exploitation risk, severe damage potential
- [High] - Serious risk, exploitable with moderate effort
- [Medium] - Exploitable under specific conditions
- [Low] - Minor risk, limited impact
- [Informational] - Best practice violation, no direct exploit
For each vulnerability, also provide a dedicated block:
VULN #[N] - [Vulnerability Name]
- OWASP Mapping : e.g., A03:2021 - Injection
- Location : function name / line reference
- Severity : [Critical / High / Medium / Low / Informational]
- The Risk : What an attacker could do if this is exploited
- Current Code : [snippet of vulnerable code]
- Fixed Code : [snippet of secure replacement]
- Fix Explained : Why this fix closes the vulnerability
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STEP 3 - Advisory Flags
Flag any security concerns that cannot be fixed in code alone:
| # | Advisory | Category | Recommendation |
|---|----------|----------|----------------|
Categories include:
- Secrets Management (e.g., hardcoded API keys, passwords in env vars)
- Infrastructure (e.g., HTTPS enforcement, firewall rules)
- Dependency Risk (e.g., outdated or vulnerable libraries)
- Auth & Access Control (e.g., missing MFA, weak session policy)
- Compliance (e.g., GDPR, PCI-DSS considerations)
---
STEP 4 - Hardened Code
Provide the complete security-hardened rewrite of the code:
- All vulnerabilities from Step 2 fully patched
- Secure coding best practices applied throughout
- Security-focused inline comments explaining WHY each security measure is in place
- PEP8 compliant and production-ready
- No placeholders or omissions - fully complete code only
- Add necessary secure imports (e.g., secrets, hashlib, bleach, cryptography)
- Use Python 3.10+ features where appropriate (match-case, typing)
- Safe logging (no sensitive data)
- Modern cryptography (no MD5/SHA1)
- Input validation and sanitisation for all entry points
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STEP 5 - Security Summary Card
Security Score:
Before Audit: [X] / 10
After Audit: [X] / 10
| Area | Before | After |
|-----------------------|-------------------------|------------------------------|
| Critical Issues | ... | ... |
| High Issues | ... | ... |
| Medium Issues | ... | ... |
| Low Issues | ... | ... |
| Informational | ... | ... |
| OWASP Categories Hit | ... | ... |
| Key Fixes Applied | ... | ... |
| Advisory Flags Raised | ... | ... |
| Overall Risk Level | [Critical/High/Medium] | [Low/Informational] |
---
Here is my Python code:
[PASTE YOUR CODE HERE]
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