AI Analysis
Final verdict: SUSPICIOUS
The package has a moderate risk score due to potential system-level operations indicated by shell execution and concerns over metadata quality. However, there is no clear evidence of malicious activity.
- Shell execution detected
- Red flags in package metadata
Per-check LLM notes
- Network: No network calls detected, which is not necessarily suspicious but should be assessed based on the package's functionality.
- Shell: Shell execution is present and could indicate the package performs system-level operations, which may be legitimate but warrants further investigation into its purpose and permissions.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The package shows some red flags such as an author with a missing name and a new or inactive account, but no concrete evidence of malicious intent.
Heuristic Checks
Outbound Network Calls
No suspicious network call patterns found
Code Obfuscation
No obfuscation patterns detected
Shell / Subprocess Execution
score 2.0
Found 1 shell execution pattern(s)
: return 0 return subprocess.run(list(command), check=False).returncode def _confirm_upgrad
Credential Harvesting
No credential harvesting patterns detected
Typosquatting
No typosquatting candidates detected
Registered Email Domain
Email domain looks legitimate: gmail.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 4.0
2 maintainer concern(s) found
Author 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 MacroSignage
Create a fully-functional digital signage application using the 'MacroSignage' package. This application will serve as a web-based solution for managing and displaying dynamic content on digital screens. Your task is to design and implement a system that allows users to upload various types of media (images, videos, PDFs), schedule their display times, and manage playlists. Here’s a step-by-step guide to building this application: 1. **Setup**: Begin by installing the necessary dependencies including the 'MacroSignage' package. Ensure your development environment supports Python and has access to a web server. 2. **User Interface Design**: Develop a user-friendly interface where administrators can log in, manage accounts, and control the content displayed on digital signs. Consider including features like drag-and-drop functionality for easy content management. 3. **Content Management**: Implement a feature that allows users to upload different types of media files. Each file should be categorized appropriately (e.g., static images, video clips, PDF documents). 4. **Scheduling and Playlists**: Users should be able to create playlists containing multiple items and set specific times for each item to play. The system should support recurring schedules and allow for manual overrides. 5. **Real-time Updates**: Utilize 'MacroSignage' to ensure that any changes made in the admin panel are reflected instantly on the digital displays. This includes updates to content, scheduling, and playlists. 6. **Analytics and Reporting**: Include basic analytics to track viewer engagement and provide reports on how often certain content is viewed. 7. **Security and Access Control**: Implement robust security measures such as user authentication, role-based access control, and data encryption to protect sensitive information. 8. **Testing and Deployment**: Thoroughly test the application for bugs and performance issues before deploying it in a live environment. Use 'MacroSignage' documentation to optimize deployment settings for maximum efficiency. Throughout the development process, focus on leveraging 'MacroSignage' functionalities to streamline content delivery and enhance user experience.