AI Analysis
Final verdict: SUSPICIOUS
The package has minimal metadata, suggesting it may be new or poorly maintained. However, there are no detected network or shell risks.
- Minimal metadata indicating low effort or potential malicious intent
- No detected network or shell risks
Per-check LLM notes
- Network: No network calls detected, which is normal for packages without external API interactions.
- Shell: No shell execution patterns detected, indicating no immediate signs of executing system commands.
- Metadata: The package shows signs of being newly created with minimal metadata, which could indicate low effort or potential malicious intent.
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
Repository 2aronS/Duel-Agents appears legitimate
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 (2026-06-05T08:48:49.000Z)Author "Aaron Shaw" appears to have only 1 package on PyPI (new or inactive account)Package has no PyPI classifiers (low effort / metadata quality)