AI Analysis
Final verdict: SUSPICIOUS
The package shows low risks in direct malicious activities but has a high metadata risk due to its recent creation and lack of maintenance history, raising concerns about potential supply-chain attacks.
- High metadata risk
- Recent repository and package creation
Per-check LLM notes
- Network: No network calls detected, which is normal and expected.
- Shell: Shell execution appears to be related to installing Jupyter kernels, which is common for packages that integrate with Jupyter notebooks.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: High risk due to recent repository and package creation, single version release, and lack of maintainer history.
Heuristic Checks
Outbound Network Calls
No suspicious network call patterns found
Code Obfuscation
No obfuscation patterns detected
Shell / Subprocess Execution
score 4.0
Found 2 shell execution pattern(s)
ready registered result = subprocess.run( [sys.executable, '-m', 'jupyter', 'kernelspec', 'livironment as a kernel subprocess.run( [sys.executable, '-m', 'ipykernel', 'install',
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
score 5.0
Git history flags: Repository created very recently: 0 day(s) ago (2026-06-04T19:55:12Z)
Repository created very recently: 0 day(s) ago (2026-06-04T19:55:12Z)All 54 commits happened within 24 hours
Maintainer History
score 8.0
4 maintainer concern(s) found
Only one version has ever been released — brand new packagePackage uploaded less than 24 hours ago (2026-06-05T02:34:15.000Z)Author name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)