AI Analysis
Final verdict: SUSPICIOUS
The package shows low risks in network and shell activities but has a high metadata risk due to its recent creation and lack of detailed information. This combination suggests potential low effort or malicious intent, warranting further investigation.
- High metadata risk
- Newly created with minimal information
Per-check LLM notes
- Network: No network calls detected, which is normal unless the package requires internet access for functionality.
- Shell: No shell execution patterns detected, indicating no immediate risk of command injection or unauthorized system access.
- Metadata: The package is newly created with minimal information, indicating potential low effort or 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 (2026-06-05T08:48:22.000Z)Author "Aaron Shaw" appears to have only 1 package on PyPI (new or inactive account)Package has no PyPI classifiers (low effort / metadata quality)
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