🤖 AI Analysis

Final verdict: SUSPICIOUS

The package exhibits low individual risks in terms of network, shell, and obfuscation activities. However, the metadata risk score is elevated due to the maintainer's single package and untraceable repository, raising concerns about potential malicious intent.

Maintainer has only one package
Repository not found

Per-check LLM notes

Network: No network calls detected, which is normal unless the package requires internet access to function properly.
Shell: No shell execution patterns detected, indicating the package does not execute system commands, reducing potential for exploitation.
Obfuscation: No obfuscation patterns detected, indicating low risk of malicious activity.
Credentials: No credential harvesting patterns detected, suggesting secure handling of secrets and credentials.
Metadata: The maintainer has a single package and the repository is not found, which raises some suspicion but does not definitively indicate malicious activity.

🔬 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: anl.gov

✓ Suspicious Page Links

All external links appear legitimate

⚠ Git Repository History score 3.0

Repository not found (deleted or private)

Repository not found (deleted or private)

⚠ Maintainer History score 2.0

1 maintainer concern(s) found

Author "Lorenzo Raimondi, L. Rebuffi" 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 OASYS2-OKONA

Create a Python-based mini-application that leverages the OASYS2-OKONA package to visualize and analyze optical systems using advanced graphical user interface (GUI) widgets. This application will serve as a tool for researchers and engineers working in optics to quickly set up, simulate, and evaluate various optical setups. The core functionality of the application includes the ability to import existing optical system configurations, manipulate these configurations through a series of interactive widgets, and visualize the outcomes in real-time.

The application should have the following features:
1. **Configuration Importer**: Users should be able to load predefined optical system configurations from files or URLs.
2. **Interactive Widget Interface**: Utilize the OASYS2-OKONA package to provide a rich set of widgets for adjusting parameters such as lens focal length, aperture size, and light source properties.
3. **Real-Time Visualization**: Implement a feature that updates the visualization of the optical setup in real-time as users modify parameters via the widgets.
4. **Simulation Runner**: Integrate a simulation engine that allows users to run simulations based on the current configuration and display results.
5. **Result Exporter**: Provide options for exporting simulation results and visualizations to common file formats such as PNG, PDF, or CSV for further analysis or reporting.

The application should utilize the OASYS2-OKONA package extensively to ensure a smooth and intuitive user experience. Specifically, focus on leveraging the package's capabilities for creating custom widgets, handling complex data types, and integrating seamlessly with the overall GUI framework.