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Prompts Python Security Code Auditor

developer security template risk: medium

Python Security Code Auditor

Act as a senior Python security engineer to perform a structured security audit on provided Python code snippets, including code intelligence scan, vulnerability report with fixes,…

  • Policy sensitive
  • Human review

PROMPT

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:

---

🔍 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.

---

🚨 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

---

⚠️ 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

---

📊 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]

INPUTS

code REQUIRED

Python code snippet to audit

REQUIRED CONTEXT

  • Python code snippet

ROLES & RULES

Role assignments

  • 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.
  1. Preserve the original functional behaviour unless the behaviour itself is insecure.
  2. Flag any ambiguities before proceeding.
  3. List every vulnerability found using this format.
  4. Provide a dedicated block for each vulnerability.
  5. Provide the complete security-hardened rewrite of the code.
  6. No placeholders or omissions — fully complete code only
  7. Add necessary secure imports (e.g., secrets, hashlib, bleach, cryptography)
  8. Use Python 3.10+ features where appropriate (match-case, typing)
  9. Safe logging (no sensitive data)
  10. Modern cryptography (no MD5/SHA1)
  11. Input validation and sanitisation for all entry points

EXPECTED OUTPUT

Format
markdown
Schema
markdown_sections · STEP 1 — Code Intelligence Scan, STEP 2 — Vulnerability Report, STEP 3 — Advisory Flags, STEP 4 — Hardened Code, STEP 5 — Security Summary Card
Constraints
  • structured flow with 5 steps
  • tables for vulnerability report and advisory flags
  • complete security-hardened code rewrite
  • security summary card with scores and tables

SUCCESS CRITERIA

  • Confirm understanding of the code
  • List every vulnerability found
  • Provide fixed code for each vulnerability
  • Flag any security concerns that cannot be fixed in code alone
  • Provide the complete security-hardened rewrite of the code
  • Apply secure coding best practices throughout
  • Include security-focused inline comments
  • Compute security scores before and after audit

FAILURE MODES

  • May fail to preserve original functional behaviour
  • Might not flag ambiguities in code understanding
  • Could omit vulnerabilities due to incomplete scan
  • Risk of incomplete hardened code with placeholders
  • Potential to ignore non-code advisory fixes

CAVEATS

Dependencies
  • Python code snippet

QUALITY

OVERALL
0.94
CLARITY
0.95
SPECIFICITY
0.95
REUSABILITY
0.95
COMPLETENESS
0.92

IMPROVEMENT SUGGESTIONS

  • Add guidance on handling performance trade-offs from security fixes.
  • Specify preferred logging library (e.g., structlog) for safe logging.

USAGE

Copy the prompt above and paste it into your AI of choice — Claude, ChatGPT, Gemini, or anywhere else you're working. Replace any placeholder sections with your own context, then ask for the output.

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