AI Analysis
The package shows no immediate signs of malicious activity such as network calls, shell executions, or obfuscation. However, the metadata risk score is elevated due to incomplete author information and a potentially new or inactive account, raising suspicion.
- Incomplete author information
- Potentially new or inactive author account
Per-check LLM notes
- Network: No network calls detected, which is normal if the package does not require internet access to perform its functions.
- Shell: No shell execution patterns detected, indicating the package does not execute external commands, which is typical for most Python packages.
- Obfuscation: No obfuscation patterns detected, indicating low risk of malicious obfuscation.
- Credentials: No credential harvesting patterns detected, suggesting no risk of unauthorized credential access.
- Metadata: The author's information is incomplete and the account seems new or inactive, which raises some suspicion but not enough to conclusively determine malice.
Package Quality Overall: Low (3.8/10)
No test suite detected
No test files or test-runner configuration detected
Some documentation present
Brief PyPI description (285 chars)
No contributing guide or governance files found
Development Status classifier >= Beta
No type annotations detected
No type annotations, py.typed marker, or stub files detected
Active multi-contributor project
4 unique contributor(s) across 75 commits in CoreOxide/aws_resource_validatorSmall but multi-author team (3–4 contributors)
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: gmail.com>
All external links appear legitimate
Repository CoreOxide/aws_resource_validator appears legitimate
2 maintainer concern(s) found
Author 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 aws-resource-validator-ds package to demonstrate its core features.
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