AI Analysis
The package exhibits moderate risks due to obfuscation techniques and questionable metadata quality, though it lacks clear evidence of malicious intent.
- High obfuscation risk due to base64 decoding and eval usage
- Metadata issues with a non-existent git repository
Per-check LLM notes
- Network: The presence of network calls is expected for an API auditing tool, but the incomplete code snippet raises some concerns about potential misuse.
- Shell: No shell execution patterns were detected, which is reassuring.
- Obfuscation: The use of base64 decoding and eval function indicates potential risk as they can be used for hiding malicious code.
- Credentials: No clear patterns of credential harvesting are present, but the usage of eval could still pose a security risk.
- Metadata: The package shows some red flags such as a non-existent git repository and low metadata quality, but there's no direct evidence of malice.
Package Quality Overall: Low (3.2/10)
No test suite detected
No test files or test-runner configuration detected
Some documentation present
Detailed PyPI description (9636 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
Type checker (mypy / pyright / pytype) referenced in project13 type-annotated function signatures detected in source
Could not retrieve contributor data from GitHub
GitHub API error: 404
Heuristic Checks
Found 2 network call pattern(s)
rrency) async with aiohttp.ClientSession(connector=connector) as session: tasks = []try: async with aiohttp.ClientSession(timeout=timeout) as session: async with ses
Found 2 obfuscation pattern(s)
header = json.loads(base64.b64decode(token.split('.')[0] + '==').decode()) if headerbuilder.post(target_url, json=eval(payload)) if response and response.status == 200:
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: gmail.com>
All external links appear legitimate
Repository not found (deleted or private)
Repository not found (deleted or private)
3 maintainer concern(s) found
Only one version has ever been released — brand new packageAuthor "Your Name" appears to have only 1 package on PyPI (new or inactive account)Package has no PyPI classifiers (low effort / metadata quality)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Create a Python-based mini-application named 'SecurityScanPro' that leverages the 'api-security-auditor-pro' package to perform comprehensive security audits on web APIs. This application should be designed to help developers and security professionals identify potential vulnerabilities in their APIs before they become exploitable issues. Here are the key functionalities your application should include: 1. **API Discovery**: Automatically discover all endpoints of a given API URL. 2. **Vulnerability Scanning**: Use 'api-security-auditor-pro' to scan each endpoint for common vulnerabilities such as SQL Injection, XSS, CSRF, etc. 3. **Reporting**: Generate a detailed report of findings including severity levels (High, Medium, Low), descriptions of detected vulnerabilities, and recommended fixes. 4. **Integration with CI/CD Pipelines**: Allow the integration of SecurityScanPro into Continuous Integration/Continuous Deployment (CI/CD) pipelines to automatically run security checks on every code commit or deployment. 5. **Customizable Scan Profiles**: Enable users to define custom scan profiles based on specific security requirements or compliance standards (e.g., PCI-DSS). 6. **Real-time Alerts**: Implement real-time alerting via email or webhook when critical vulnerabilities are found during scans. 7. **User Interface**: Develop a simple web interface using Flask or Django where users can input API URLs, manage scan profiles, view reports, and configure alert settings. Your task is to design and implement this application from scratch, ensuring it is user-friendly, efficient, and secure. Additionally, provide documentation detailing how to install, configure, and use 'SecurityScanPro', and ensure the application supports both command-line and web-based interactions.
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