🤖 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.

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 package
Package 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)

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