AI Analysis
The package shows minimal signs of potential risks with no network calls, shell executions, obfuscations, or credential harvesting attempts detected. The metadata risk is slightly elevated due to the maintainer's single package history, but this alone does not suggest malicious intent.
- No network calls detected.
- Maintainer has only one package.
Per-check LLM notes
- Network: No network calls detected, which is unusual but not necessarily indicative of malicious activity; it could be designed to work offline or require explicit configuration.
- Shell: No shell execution detected, reducing the risk of direct command injection or local privilege escalation.
- Obfuscation: No obfuscation patterns detected, suggesting low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The maintainer has only one package, which could indicate a new or less active account, but no other red flags are present.
Package Quality Overall: Low (3.4/10)
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
Development Status classifier >= Beta
Partial type annotation coverage
Classifier: Typing :: Typed
Limited contributor diversity
2 unique contributor(s) across 100 commits in atoti/atotiTwo distinct contributors found
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: activeviam.com>
All external links appear legitimate
Repository atoti/atoti appears legitimate
1 maintainer concern(s) found
Author "ActiveViam" 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 atoti-server-directquery-redshift package to demonstrate its core features.
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