AI Analysis
The package shows minimal risk indicators, with no network calls, shell executions, obfuscations, or credential harvesting attempts detected. The only slightly elevated risk is due to the author's new or less active account.
- Low risk scores across all categories.
- New or less active author account.
Per-check LLM notes
- Network: No network calls detected, which is normal for a package that does not require real-time interaction with AWS services during its operation.
- Shell: No shell execution patterns detected, indicating the package does not execute system commands, which aligns with typical behavior for a library focused on AWS service integration.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The author has a new or inactive account with only one package, which could indicate less experience or oversight.
Package Quality Overall: Low (4.6/10)
No test suite detected
No test files or test-runner configuration detected
Some documentation present
Brief PyPI description (202 chars)
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-apigateway-sagemakerendpoint package to demonstrate its core features.
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