AI Analysis
Final verdict: SUSPICIOUS
The package shows signs of obfuscation and has a very short development timeline, which raises concerns about its legitimacy and potential malicious intent.
- High obfuscation risk due to base64 encoding
- Extremely short development timeline
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 similar attacks.
- Obfuscation: The use of base64 decoding suggests an attempt to hide the purpose or content of the code, which is suspicious.
- Credentials: No clear patterns indicative of credential harvesting were found.
- Metadata: The repository and package are extremely new, with all activity concentrated in a very short timeframe, raising suspicion of potential malicious intent.
Heuristic Checks
Outbound Network Calls
No suspicious network call patterns found
Code Obfuscation
score 2.0
Found 1 obfuscation pattern(s)
TransformFile(name=name, data=base64.b64decode(encoded.encode("ascii")))) return tuple(files) def _de
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 5.0
Git history flags: Repository created very recently: 0 day(s) ago (2026-06-05T03:47:19Z)
Repository created very recently: 0 day(s) ago (2026-06-05T03:47:19Z)All 20 commits happened within 24 hours
Maintainer History
score 6.0
3 maintainer concern(s) found
Only one version has ever been released — brand new packagePackage uploaded less than 24 hours ago (2026-06-05T05:18:42.000Z)Author "Beautiful-Brains contributors" appears to have only 1 package on PyPI (new or inactive account)