AI Analysis
The package shows no signs of malicious behavior based on the provided analysis notes. It has a very low risk score across all categories.
- No network calls detected
- No shell execution patterns detected
Per-check LLM notes
- Network: No network calls detected, which is unusual but not necessarily indicative of malicious activity for a package that integrates with AWS services.
- Shell: No shell execution patterns detected, aligning with expectations for a non-malicious Python package.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The author has only one package, which might indicate a new or less active account, but no other suspicious flags are present.
Package Quality Overall: Low (3.8/10)
No test suite detected
No test files or test-runner configuration detected
No documentation detected
No documentation URL, doc files, or meaningful description found
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
Classifier: Typing :: Typed
Active multi-contributor project
6 unique contributor(s) across 100 commits in awslabs/aws-solutions-constructsActive community — 5 or more distinct 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
No author email provided
All external links appear legitimate
Repository awslabs/aws-solutions-constructs appears legitimate
1 maintainer concern(s) found
Author "Amazon Web Services" 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-solutions-constructs.aws-iot-kinesisstreams package to demonstrate its core features.
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