AI Analysis
Final verdict: SUSPICIOUS
The package has a moderate risk score due to potential issues with metadata and low maintenance efforts, but no direct evidence of malicious activity or insecure practices was found.
- Low metadata quality and maintainability.
- No significant obfuscation or credential risk.
Per-check LLM notes
- Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent.
- Credentials: No credential harvesting patterns detected, indicating secure handling of sensitive information.
- Metadata: The package shows signs of low effort and could be potentially risky due to the presence of non-secure links and lack of maintainer history.
Heuristic Checks
Outbound Network Calls
score 1.5
Found 1 network call pattern(s)
self.session = session or requests.Session() self.proxies = {"http": proxy, "https": proxy} if
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://127.0.0.1:7890
Git Repository History
No GitHub repository linked
No GitHub repository link found
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 (2026-06-05T08:50:43.000Z)Author "Tianjian API" 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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