AI Analysis
Final verdict: SUSPICIOUS
The package shows no signs of immediate malicious activity but has a high metadata risk due to its newness and lack of maintainer history. This raises concerns about potential supply-chain risks.
- High metadata risk due to minimal maintainer history and incomplete author information.
- No direct evidence of malicious behavior, but the package's novelty and lack of context warrant further investigation.
Per-check LLM notes
- Network: No network calls detected, which is normal if the package does not require internet access.
- Shell: No shell execution detected, indicating the package likely does not execute external commands.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The package is newly uploaded with minimal maintainer history and incomplete author information, raising suspicion.
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: insightkk.net>
Suspicious Page Links
All external links appear legitimate
Git Repository History
score 3.0
GitHub API error: 403
GitHub API error: 403
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 (2026-06-05T05:41:55.000Z)Author name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)