🤖 AI Analysis

Final verdict: SUSPICIOUS

The package has a moderate risk score due to incomplete metadata and suspicious links, although it shows no direct signs of malicious activity or supply-chain attack.

Metadata risk due to lack of maintainer information
Suspicious links present in the package description

Per-check LLM notes

Network: No network calls detected, which is normal unless the package requires external services.
Shell: No shell execution detected, indicating no direct system command risks.
Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent.
Credentials: No credential harvesting patterns detected, suggesting safe handling of sensitive information.
Metadata: The package has some suspicious links and lacks maintainer information, but no clear signs of typosquatting or active malice.

🔬 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: listas.cimne.upc.edu>

⚠ Suspicious Page Links score 4.0

Found 2 suspicious link(s) on the package page

Non-HTTPS external link: http://kratos-wiki.cimne.upc.edu/index.php/LinuxInstall
Non-HTTPS external link: http://kratos-wiki.cimne.upc.edu/index.php/Windows_7_Download_and_Installation

✓ Git Repository History

No GitHub repository linked

No GitHub repository link found

⚠ Maintainer History score 4.0

2 maintainer concern(s) found

Author name is missing or very short
Author "" 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 KratosDEMApplication

Create a Python-based mini-application that simulates granular material behavior using the KratosDEMApplication package. This application will serve as a tool for educational purposes and basic research into granular dynamics. Your task involves setting up a simple environment where users can input parameters such as particle size, density, friction coefficient, and initial conditions to observe how these materials behave under different forces and environmental settings.

Key Features:
1. User Interface: Develop a user-friendly interface that allows users to input various parameters for the simulation. Consider using a GUI toolkit like Tkinter or PyQt for this purpose.
2. Simulation Engine: Utilize the KratosDEMApplication package to handle the core simulation logic. This includes setting up the physical models, applying boundary conditions, and running the simulations.
3. Visualization: Implement real-time visualization of the simulation results. This could be achieved through matplotlib for 2D visualizations or VTK for 3D visualizations.
4. Data Logging: Enable the logging of simulation data to files for later analysis or replay.
5. Parameter Adjustment: Provide options for adjusting parameters during runtime to observe their effects on the simulation.
6. Documentation: Include comprehensive documentation detailing how to install and use the application, as well as explanations of the underlying physics and the role of each parameter.

Steps to Create the Application:
1. Set Up Environment: Install necessary packages including KratosDEMApplication, and any visualization libraries you plan to use.
2. Design UI: Create a simple but effective UI where users can input parameters and start/stop simulations.
3. Integrate KratosDEMApplication: Use KratosDEMApplication to define the physical models and run simulations based on user inputs.
4. Visualize Results: Display simulation results in real-time within the application window.
5. Add Logging Functionality: Implement saving of simulation data to file for future reference or analysis.
6. Test and Debug: Ensure all features work as expected and refine the user experience based on testing feedback.
7. Document Everything: Write detailed documentation explaining how to use the application and understand the underlying physics.

This project not only provides a practical application of the KratosDEMApplication package but also serves as an educational tool for understanding granular material dynamics.