AI Analysis
Final verdict: SAFE
The package shows minimal risks in terms of network, shell, and obfuscation activities. However, the metadata risk due to limited maintainer history suggests caution.
- Low network and shell execution risk
- No signs of code obfuscation or credential harvesting
- New package with limited maintainer history
Per-check LLM notes
- Network: No network calls detected, which is normal unless the package requires network interactions for its functionality.
- Shell: No shell executions detected, indicating the package does not execute external commands.
- Obfuscation: No obfuscation patterns detected, indicating low risk of malicious activity.
- Credentials: No credential harvesting patterns detected, suggesting safe handling of secrets and credentials.
- Metadata: The package is new and has limited maintainer history, raising concerns about its legitimacy.
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
score 2.0
Found 1 suspicious link(s) on the package page
Non-HTTPS external link: http://127.0.0.1:8000
Git Repository History
score 3.0
GitHub API error: 403
GitHub API error: 403
Maintainer History
score 4.0
2 maintainer concern(s) found
Package uploaded less than 24 hours ago (2026-06-05T07:41:21.000Z)Author "Agent-ROI contributors" appears to have only 1 package on PyPI (new or inactive account)
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