AI Analysis
The package exhibits low risks in terms of network, shell, and obfuscation activities, but its metadata suggests it may be new and poorly maintained, raising concerns about its reliability and potential for future vulnerabilities.
- Metadata risk score of 6 out of 10
- No clear signs of malicious activity detected
Per-check LLM notes
- Network: No network calls detected, which is normal if the package does not require internet access.
- Shell: No shell execution patterns detected, indicating no direct system command execution.
- Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent related to code obfuscation.
- Credentials: No credential harvesting patterns detected, indicating low risk of malicious activity targeting secret or sensitive information.
- Metadata: The package shows signs of being new and potentially not well-maintained, raising suspicion but without clear indicators of malicious intent.
Package Quality Overall: Low (2.4/10)
No test suite detected
No test files or test-runner configuration detected
Some documentation present
Documentation URL: "Documentation" -> https://w.dspconcepts.com/docsDetailed PyPI description (3050 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
No type annotations detected
No type annotations, py.typed marker, or stub files detected
Unable to verify contributor count: no GitHub repository found
No GitHub repository linked — contributor count unavailable
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: dspconcepts.com>
All external links appear legitimate
No GitHub repository linked
No GitHub repository link found
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 awetc package to demonstrate its core features.
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