AI Analysis
Final verdict: SUSPICIOUS
The package shows minimal risk in terms of network, shell, and obfuscation activities. However, its metadata raises suspicion due to missing repository links and a new maintainer account, which could indicate potential supply-chain risks.
- Suspicious metadata with missing repository and new maintainer account
- Otherwise, low risk profile in network, shell, and obfuscation activities
Per-check LLM notes
- Network: No network calls suggest normal operation if the package does not require external communication.
- Shell: No shell execution detected, indicating no immediate risk of unauthorized command execution.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: Suspicious due to missing repository and new maintainer account, but no direct evidence of malice.
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
score 3.0
Repository not found (deleted or private)
Repository not found (deleted or private)
Maintainer History
score 2.0
1 maintainer concern(s) found
Author "The AgentForge Authors" appears to have only 1 package on PyPI (new or inactive account)
Known CVE Vulnerabilities
No known vulnerabilities found in OSV database.
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