🤖 AI Analysis

Final verdict: SUSPICIOUS

The package has low risks in terms of network, shell execution, and obfuscation, but the metadata suggests potential issues with transparency and effort put into documentation.

Low metadata quality
Potential lack of transparency

Per-check LLM notes

Network: No network calls detected, which is normal if the package does not require external services.
Shell: No shell execution patterns detected, indicating no direct system command execution attempts.
Obfuscation: No obfuscation patterns detected, indicating low risk.
Credentials: No credential harvesting patterns detected, indicating low risk.
Metadata: The package shows signs of low effort and potential lack of transparency, raising some suspicion but not conclusive evidence of 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

No author email provided

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

No GitHub repository linked

No GitHub repository link found

⚠ Maintainer History score 8.0

4 maintainer concern(s) found

Only one version has ever been released — brand new package
Author name is missing or very short
Author "" appears to have only 1 package on PyPI (new or inactive account)
Package has no PyPI classifiers (low effort / metadata quality)

✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with acellera-openmmtorch

Create a molecular dynamics simulation tool using the 'acellera-openmmtorch' Python package. This tool will allow users to input a molecule's structure file (e.g., PDB format) and simulate its behavior over time under various conditions. The application should include the following features:

1. **Molecule Input**: Users can upload a molecule's structure file (PDB format).
2. **Simulation Parameters**: Allow users to set parameters such as temperature, pressure, and simulation duration.
3. **Visualization**: Provide real-time visualization of the molecule's movement and interaction during the simulation.
4. **Analysis Tools**: Include tools for analyzing the simulation results, such as calculating energy levels, bond lengths, angles, and dihedral angles.
5. **Export Results**: Enable users to export the simulation data and analysis results in common formats like CSV or JSON.

The 'acellera-openmmtorch' package will be utilized for handling the molecular mechanics calculations, integrating the forces between atoms, and performing the actual simulations. Your task is to design the user interface, implement the backend logic using 'acellera-openmmtorch', and ensure that the application is both functional and user-friendly. Additionally, document each step of the process and provide examples or tutorials on how to use the application effectively.