astronomix

v0.6.3 safe
3.0
Low Risk

differentiable (magneto)hydrodynamics for astrophysics in JAX

🤖 AI Analysis

Final verdict: SAFE

The package shows minimal risks with no network calls, shell executions, or obfuscations detected. However, the metadata risk score is slightly elevated due to the maintainer's limited presence.

  • No network calls detected
  • No shell execution patterns detected
  • Maintainer has only one package and no linked GitHub repository
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 no suspicious system command executions.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The maintainer has only one package and no linked GitHub repository, which could indicate a less experienced or potentially suspicious maintainer.

📦 Package Quality Overall: Low (3.2/10)

○ Low Test Suite 1.0

No test suite detected

  • No test files or test-runner configuration detected
◈ Medium Documentation 5.0

Some documentation present

  • Detailed PyPI description (10537 chars)
○ Low Contributing Guide 2.0

No contributing guide or governance files found

  • No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
◈ Medium Type Annotations 7.0

Partial type annotation coverage

  • Type checker (mypy / pyright / pytype) referenced in project
  • 235 type-annotated function signatures detected in source
○ Low Multiple Contributors 1.0

Unable to verify contributor count: no GitHub repository found

  • No GitHub repository linked — contributor count unavailable

🔬 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 2.0

1 maintainer concern(s) found

  • Author "Leonard Storcks" 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 astronomix
Create a mini-application named 'GalacticSim' that simulates the dynamics of a simple galactic system using the 'astronomix' package in Python. This application will allow users to input basic parameters such as mass distribution, initial velocities, and magnetic field strengths within a galaxy. Users can also specify simulation duration and resolution. GalacticSim should visually represent the evolution of the galactic system over time, showing changes in mass distribution, velocity fields, and magnetic field configurations. Utilize the 'astronomix' package's differentiable hydrodynamics capabilities to model these complex interactions accurately. Suggested features include adjustable physical constants, real-time visualization updates, and the ability to save simulation snapshots for further analysis. The app should be designed to be user-friendly, allowing non-experts to explore fundamental concepts in astrophysics through interactive simulations.

💬 Discussion Feed

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