AI Analysis
Final verdict: SUSPICIOUS
The package has no apparent malicious activities but shows signs of low maintenance and lack of transparency in its metadata.
- Low maintenance and transparency issues
- No detected malicious activities
Per-check LLM notes
- Network: No network calls detected, which is normal unless the package requires external services.
- Shell: No shell executions detected, which is expected and safe.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The package shows signs of low maintenance and potential lack of transparency.
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: acellera.com
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 4.0
2 maintainer concern(s) found
Author "Acellera" 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-openmm-torch-cuda-13
Your task is to create a mini-application that simulates molecular dynamics using the 'acellera-openmm-torch-cuda-13' package. This package combines the power of OpenMM for molecular simulation with PyTorch for GPU-accelerated computing, making it ideal for high-performance molecular dynamics simulations. ### Project Overview: Create a simple GUI-based application where users can input basic parameters such as temperature, pressure, and simulation time, and visualize the resulting molecular dynamics simulation. The application will leverage the 'acellera-openmm-torch-cuda-13' package to perform the simulations efficiently on a CUDA-enabled GPU. ### Core Features: 1. **Parameter Input:** Users should be able to specify initial conditions like temperature, pressure, and simulation duration. 2. **Molecular Dynamics Simulation:** Utilize 'acellera-openmm-torch-cuda-13' to run molecular dynamics simulations based on user inputs. 3. **Visualization:** Implement a real-time visualization component that allows users to see the molecular system evolve over time. 4. **Result Export:** Provide an option for users to export the final state of the simulation as a data file or image. 5. **Performance Metrics:** Display performance metrics such as simulation speed and computational efficiency. ### Implementation Steps: 1. **Setup Environment:** Ensure your development environment supports Python and has 'acellera-openmm-torch-cuda-13' installed. Additionally, include necessary libraries for GUI creation and data visualization. 2. **Design User Interface:** Design a simple, intuitive GUI using a framework like PyQt or Tkinter. 3. **Integrate Simulation Logic:** Use 'acellera-openmm-torch-cuda-13' to handle the molecular dynamics calculations. Focus on optimizing the use of CUDA for parallel processing. 4. **Implement Visualization:** Create a visualization module that updates in real-time during the simulation process. Consider using Matplotlib or similar tools for plotting. 5. **Add Export Functionality:** Allow users to save the results of their simulations in formats like CSV or PNG. 6. **Optimize and Test:** Optimize the application for performance and thoroughly test it to ensure accuracy and reliability. 7. **Documentation:** Write comprehensive documentation detailing how to install and use the application, including any dependencies and setup instructions. ### Additional Suggestions: - Incorporate error handling and validation for user inputs to prevent crashes or incorrect simulations. - Explore ways to extend the application by adding support for different types of molecular systems or more advanced simulation techniques. - Consider implementing a feature that allows users to load predefined molecular structures for simulations.