AI Analysis
Final verdict: SUSPICIOUS
The package exhibits low technical risks but raises concerns due to its novelty and incomplete metadata.
- Low risk scores across technical categories.
- Suspicious metadata indicating newness and lack of maintainer history.
Per-check LLM notes
- Network: No network calls detected, which is normal unless the package requires external communications for its functionality.
- Shell: No shell execution patterns detected, indicating the package does not execute system commands.
- Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent.
- Credentials: No credential harvesting patterns detected, suggesting secure handling of secrets.
- Metadata: The package is suspicious due to its newness, lack of maintainer history, and incomplete author information.
Heuristic Checks
Outbound Network Calls
No suspicious network call patterns found
Code Obfuscation
No obfuscation patterns detected
Shell / Subprocess Execution
No shell execution patterns detected
Credential Harvesting
No credential harvesting patterns detected
Typosquatting
No typosquatting candidates detected
Registered Email Domain
Email domain looks legitimate: swarmauri.com>
Suspicious Page Links
All external links appear legitimate
Git Repository History
score 2.5
Git history flags: Repository has zero stars and zero forks
Repository has zero stars and zero forks
Maintainer History
score 6.0
3 maintainer concern(s) found
Only one version has ever been released — brand new packageAuthor name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)
Known CVE Vulnerabilities
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Use this prompt to build a project with ad-supply-chain-transparency-governance-pack
Develop a mini-application called 'AdSupplyInspector' that leverages the 'ad-supply-chain-transparency-governance-pack' Python package to inspect and validate the transparency and governance of digital advertising supply chains. This application should serve as a tool for advertisers, publishers, and ad tech companies to ensure compliance with industry standards and best practices. Here are the steps and features to consider for building this application: 1. **Application Setup**: Start by setting up a virtual environment for your project and installing the 'ad-supply-chain-transparency-governance-pack'. Ensure you have the latest version of the package to access all its functionalities. 2. **User Interface**: Create a simple yet intuitive command-line interface (CLI) where users can input URLs of websites they want to inspect. Additionally, provide options for users to specify which files (ads.txt, app-ads.txt, sellers.json, etc.) they wish to validate. 3. **Validation Logic**: Implement logic within the application that uses the 'ad-supply-chain-transparency-governance-pack' to fetch and validate the specified files from the given URLs. The validation should check for proper formatting, existence of necessary fields, and adherence to industry guidelines. 4. **Reporting Mechanism**: After validation, generate a comprehensive report detailing any issues found in the files. This report should include suggestions on how to correct these issues and improve compliance. 5. **Optional Features**: Consider adding optional features such as automated scheduling of inspections for regular checks, integration with email services to send reports directly to users, and support for multiple languages. 6. **Testing & Documentation**: Thoroughly test your application with various URLs and file types to ensure reliability. Also, document your code well and provide a user guide explaining how to use 'AdSupplyInspector' effectively. By following these steps and incorporating the 'ad-supply-chain-transparency-governance-pack', 'AdSupplyInspector' will become a valuable tool for maintaining transparency and trust in the digital advertising ecosystem.