AI Analysis
The package has minimal risks associated with network, shell, and obfuscation activities. However, the metadata risk is elevated due to the author's limited activity and repository engagement.
- Low risk scores in network, shell, and obfuscation activities
- Elevated metadata risk due to author's limited activity
Per-check LLM notes
- Network: No network calls detected, which is normal unless the package requires internet access for its functionality.
- Shell: No shell execution patterns detected, indicating no direct system command execution.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The package shows signs of being new and potentially less trustworthy due to the author's limited activity and repository engagement.
Package Quality Overall: Medium (5.2/10)
Partial test coverage signals detected
1 test file(s) detected (e.g. test_render.py)
Some documentation present
Detailed PyPI description (5434 chars)
No contributing guide or governance files found
Development Status classifier >= Beta
Partial type annotation coverage
16 type-annotated function signatures detected in source
Limited contributor diversity
2 unique contributor(s) across 5 commits in Janady13/aio-surfacesTwo distinct contributors found
Heuristic Checks
No suspicious network call patterns found
No obfuscation patterns detected
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: thatdeveloperguy.com>
All external links appear legitimate
Git history flags: Repository has zero stars and zero forks
Repository has zero stars and zero forks
3 maintainer concern(s) found
Only one version has ever been released — brand new packageAuthor name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Build a simple Python application using the aio-surfaces package to demonstrate its core features.