Python Security Scan

Python Security Scan Skill

This skill enables comprehensive security scanning of Python projects based on OWASP guidelines, Python security best practices, and framework-specific vulnerabilities.

When to Use This Skill

• Security audits of Python applications
• Code review for security vulnerabilities
• Pre-deployment security checks
• Dependency vulnerability assessment
• Detecting hardcoded secrets and credentials
• Framework-specific security reviews (Flask, Django, FastAPI)

Supported Frameworks

This skill automatically detects and applies framework-specific checks for:

• Flask - Template injection, session security, CORS, extensions
• Django - ORM injection, CSRF, template security, settings
• FastAPI - Dependency injection, Pydantic validation, OAuth2
• General Python - Core language vulnerabilities applicable to all projects

Scan Types

1. Quick Scan

Fast scan focusing on critical vulnerabilities:

• Hardcoded secrets, API keys, and credentials
• Dangerous function usage (eval, exec, pickle.loads)
• Command injection via subprocess, os.system
• SQL injection patterns
• Known vulnerable dependencies

2. Full Scan

Comprehensive security assessment covering:

• All OWASP Top 10:2025 categories
• Python-specific vulnerabilities
• Framework-specific security issues
• Injection vulnerabilities (SQL, NoSQL, Command, LDAP)
• Insecure deserialization
• Authentication and authorization flaws
• Cryptographic failures
• Security misconfigurations
• Dependency audit (CVE check)
• Environment variable and secrets exposure

3. Targeted Scan

Focus on specific vulnerability categories:

• --injection - SQL/NoSQL/Command/LDAP injection
• --deserialization - Pickle, YAML, JSON deserialization
• --auth - Authentication/authorization issues
• --secrets - Hardcoded credentials
• --deps - Dependency vulnerabilities
• --crypto - Cryptographic issues
• --flask - Flask-specific vulnerabilities
• --django - Django-specific vulnerabilities
• --fastapi - FastAPI-specific vulnerabilities

Scan Procedure

Step 1: Project Discovery

1. Identify project type and framework:
   • Check for requirements.txt, Pipfile, pyproject.toml, setup.py
   • Detect Flask (from flask import), Django (django.conf), FastAPI (from fastapi import)
2. Locate configuration files
3. Map the codebase structure

Step 2: Framework Detection

# Detection patterns
Flask: "from flask import", "Flask(__name__)"
Django: "django.conf.settings", "INSTALLED_APPS", "manage.py"
FastAPI: "from fastapi import", "FastAPI()"

Step 3: Dependency Audit

Run the dependency audit script:

./scripts/dependency-audit.sh /path/to/project

Or manually:

pip-audit
# or
safety check

Step 4: Secret Scanning

Scan for hardcoded secrets:

python scripts/secret-scanner.py /path/to/project

Important: Environment File Handling

• By default, real .env files are SKIPPED (.env, .env.local, .env.production, etc.)
• These files contain actual secrets and should not be in version control
• Only .env.example and .env.template files are analyzed for documentation quality
• Use --include-env-files flag only if explicitly requested by user

The scanner will:

1. Scan source code for hardcoded secrets
2. Analyze .env.example templates to check:
   • Which sensitive variables are documented
   • Whether variables have descriptions (comments)
   • If placeholder values look like real secrets
   • Suggestions for missing common variables (SECRET_KEY, DATABASE_URL, etc.)

Step 5: Pattern Analysis

For each file in the codebase, check against patterns in:

• references/python-vulnerabilities.md - Core Python issues
• references/injection-patterns.md - Injection flaws
• references/deserialization.md - Insecure deserialization
• references/flask-security.md - Flask vulnerabilities
• references/django-security.md - Django vulnerabilities
• references/fastapi-security.md - FastAPI vulnerabilities

Step 6: Report Generation

Generate a security report using:

• assets/report-template.md - Report structure

Severity Classification

Severity	Description	Action Required
CRITICAL	Exploitable vulnerability with severe impact	Immediate fix required
HIGH	Significant security risk	Fix before deployment
MEDIUM	Potential security issue	Fix in next release
LOW	Minor security concern	Consider fixing
INFO	Security best practice suggestion	Optional improvement

Key Files to Scan

Always Check

• **/*.py - All Python source files
• requirements.txt, Pipfile, pyproject.toml - Dependencies
• setup.py, setup.cfg - Package configuration
• config.py, settings.py - Configuration files
• **/secrets*, **/credentials* - Obvious secret locations

Environment Files

• .env.example, .env.template - SCAN for template analysis
• .env, .env.local, .env.production - SKIP by default (contain real secrets)

Note: Real .env files should never be committed to version control. The scanner analyzes .env.example templates to ensure proper documentation of required variables.

High Priority Locations

• app.py, main.py, wsgi.py - Entry points
• **/views.py, **/routes.py - Request handlers
• **/api/**/*.py - API endpoints
• **/auth*, **/login* - Authentication code
• **/models.py - Database models
• **/serializers.py - Data serialization
• **/middleware.py - Middleware code

Framework-Specific

Flask:

• app.py, __init__.py - Application factory
• **/blueprints/** - Blueprint routes
• templates/** - Jinja2 templates

Django:

• settings.py, **/settings/*.py - Django settings
• urls.py - URL configuration
• **/views.py - View functions/classes
• **/forms.py - Form definitions
• templates/** - Django templates

FastAPI:

• main.py - Application entry
• **/routers/** - API routers
• **/dependencies.py - Dependency injection
• **/schemas.py - Pydantic models

Output Format

Findings should be reported as:

[SEVERITY] Category: Description
  File: path/to/file.py:lineNumber
  Code: <relevant code snippet>
  Risk: <explanation of the security risk>
  Fix: <recommended remediation>

Integration with CI/CD

This skill can generate output compatible with:

• GitHub Security Advisories
• SARIF format for GitHub Code Scanning
• JSON for custom integrations
• JUnit XML for CI pipelines

References

Load additional context as needed:

• references/owasp-top-10.md - OWASP Top 10:2025 quick reference
• references/python-vulnerabilities.md - Python-specific vulnerabilities
• references/injection-patterns.md - Injection vulnerability patterns
• references/deserialization.md - Insecure deserialization patterns
• references/flask-security.md - Flask security guide
• references/django-security.md - Django security guide
• references/fastapi-security.md - FastAPI security guide