🤖 AI Analysis

Final verdict: SAFE

The package shows minimal signs of risk with no detected malicious activities, shell executions, obfuscations, or credential harvesting. The metadata risk is slightly elevated due to the maintainer's limited history on PyPI.

Low risk scores across all categories.
Elevated metadata risk due to a single package by the maintainer.

Per-check LLM notes

Network: The detected network call is likely for fetching a logo file and does not indicate malicious activity.
Shell: No shell execution patterns detected.
Obfuscation: No obfuscation patterns detected, indicating low risk.
Credentials: No credential harvesting patterns detected, indicating low risk.
Metadata: The maintainer has only one package on PyPI, indicating a new or less active account.

🔬 Heuristic Checks

⚠ Outbound Network Calls score 1.5

Found 1 network call pattern(s)

ir, filename) response = requests.get(logo_url, allow_redirects=True) response.raise_for_statu

✓ 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 festim-dev/FESTIM appears legitimate

⚠ Maintainer History score 2.0

1 maintainer concern(s) found

Author "Remi Delaporte-Mathurin" 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 FESTIM

Create a mini-application that simulates hydrogen diffusion through a composite material using the FESTIM Python package. This application should allow users to input parameters such as the initial concentration of hydrogen, boundary conditions, and material properties. The simulation should then run using FESTIM's finite element method capabilities to model the transport of hydrogen over time. Finally, the application should visualize the results in a user-friendly way, allowing users to explore different scenarios by adjusting the input parameters. Key features include:
- User interface for inputting simulation parameters
- Utilization of FESTIM for running the finite element simulation
- Visualization of hydrogen concentration over time and space
- Ability to save and load simulation scenarios for future use