🤖 AI Analysis

Final verdict: SUSPICIOUS

The package has low risks in terms of network usage, shell execution, and obfuscation. However, the metadata risk score is high due to recent and rapid development activities, and a single author, raising concerns about potential supply-chain attack.

High metadata risk
Recent and rapid development
Single author

Per-check LLM notes

Network: No network calls detected, which is normal if the package does not require internet access.
Shell: No shell execution patterns detected, indicating no direct system command execution.
Obfuscation: No obfuscation patterns detected, indicating low risk of malicious obfuscation.
Credentials: No credential harvesting patterns detected, suggesting no attempt at secret theft.
Metadata: Highly suspicious due to recent repository and package creation, rapid commit history, and single-package author history.

🔬 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 score 5.0

Git history flags: Repository created very recently: 0 day(s) ago (2026-06-04T18:51:53Z)

Repository created very recently: 0 day(s) ago (2026-06-04T18:51:53Z)
All 5 commits happened within 24 hours

⚠ Maintainer History score 6.0

3 maintainer concern(s) found

Only one version has ever been released — brand new package
Package uploaded less than 24 hours ago (2026-06-04T21:44:58.000Z)
Author "Marwa Ben Salem" appears to have only 1 package on PyPI (new or inactive account)