AI Analysis
The package exhibits very low risks across all categories checked. It does not engage in any suspicious activities such as network calls, shell executions, or credential harvesting.
- Low metadata risk due to single package from the author.
- No obfuscation, network, shell, or credential risks detected.
Per-check LLM notes
- Network: No network calls detected, which is normal if the package is designed to be used locally with AWS SDKs.
- Shell: No shell execution patterns detected, indicating no direct system command execution within the 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, suggesting a potentially new or less active account, but no other red 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-kinesisfirehose-s3 package to demonstrate its core features.
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