AI Analysis
Final verdict: SUSPICIOUS
The package shows no immediate signs of malicious activity such as network calls or shell executions, but its metadata suggests recent and rapid development which raises concerns about potential supply-chain attacks.
- Metadata risk score of 7 out of 10 due to recent and rapid commits
- Lack of historical development context increases suspicion
Per-check LLM notes
- Network: No network calls detected, which is normal unless the package's functionality requires external communication.
- Shell: No shell execution detected, reducing the risk of malicious code execution.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The repository and package are very new, with all commits happening within a short period, raising suspicion of 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
Email domain looks legitimate: microprediction.com>
Suspicious Page Links
All external links appear legitimate
Git Repository History
score 5.0
Git history flags: Repository created very recently: 0 day(s) ago (2026-06-05T02:09:09Z)
Repository created very recently: 0 day(s) ago (2026-06-05T02:09:09Z)All 9 commits happened within 24 hours
Maintainer History
score 10.0
5 maintainer concern(s) found
Only one version has ever been released — brand new packagePackage uploaded less than 24 hours ago (2026-06-05T04:58:38.000Z)Author name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)Package has no PyPI classifiers (low effort / metadata quality)