amorphgen

v1.0.0rc1 suspicious
6.0
Medium Risk

Amorphous structure generation via melt-quench MD and random placement

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package has minimal direct security risks such as network calls or shell executions, but its metadata raises concerns due to limited maintainer history and lack of author details.

  • Limited maintainer history
  • Lack of author details
Per-check LLM notes
  • Network: No network calls detected, which is normal unless the package requires internet access for its functionality.
  • Shell: No shell execution patterns detected, indicating the package does not execute system commands.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The package is new with limited maintainer history and lacks author details, raising some suspicion but not conclusive evidence of malice.

📦 Package Quality Overall: Medium (6.0/10)

✦ High Test Suite 9.0

Test suite present — 19 test file(s) found

  • Test runner config found: pyproject.toml
  • 19 test file(s) detected (e.g. test_analysis.py)
◈ Medium Documentation 7.0

Some documentation present

  • Documentation URL: "Documentation" -> https://smtg-bham.github.io/AmorphGen/
  • Detailed PyPI description (25195 chars)
○ Low Contributing Guide 4.0

No contributing guide or governance files found

  • Development Status classifier >= Beta
◈ Medium Type Annotations 5.0

Partial type annotation coverage

  • 81 type-annotated function signatures detected in source
◈ Medium Multiple Contributors 5.0

Limited contributor diversity

  • 1 unique contributor(s) across 100 commits in SMTG-Bham/AmorphGen
  • Single author but highly active (100 commits)

🔬 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: gmail.com>

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

Repository SMTG-Bham/AmorphGen appears legitimate

⚠ Maintainer History score 6.0

3 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)
✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with amorphgen 
Create a mini-application called 'AmorphousSim' using the Python package 'amorphgen'. This tool aims to generate amorphous structures through melt-quench molecular dynamics (MD) simulations and random placement techniques. The application should provide an interactive interface for users to input parameters such as initial temperature, quenching rate, number of particles, and desired final volume fraction. Additionally, it should support visualization of the generated amorphous structures in real-time and allow users to export the results in common file formats like .xyz or .pdb.

Key Features:
1. User-friendly GUI: Develop a simple yet effective graphical user interface where users can easily set up their simulation parameters without needing deep knowledge about the underlying physics.
2. Real-time Visualization: Implement a feature that allows users to visualize the progress of the simulation in real-time. This includes showing the melting process, the quenching stage, and the final placement of particles.
3. Customization Options: Provide options for users to customize the simulation by adjusting parameters like particle types, initial configurations, and boundary conditions.
4. Export Results: Enable users to save the generated amorphous structures in standard file formats for further analysis or use in other software.
5. Documentation and Help: Include comprehensive documentation within the application to guide users on how to set up and run simulations effectively.

Utilization of 'amorphgen':
- Use 'amorphgen' to handle the core functionality of generating amorphous structures based on user inputs. This includes setting up the initial state, performing the melt-quench simulation, and implementing the random placement algorithm.
- Integrate 'amorphgen' functions into your application logic so that it can seamlessly interact with the GUI elements and handle all computational tasks related to structure generation.
- Ensure that the application leverages 'amorphgen' efficiently by optimizing memory usage and processing speed during simulations.

💬 Discussion Feed

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