AI Analysis
Final verdict: SUSPICIOUS
The package almaqso v1.6.1 has moderate risks associated with network and shell command usage, which could indicate potential misuse. However, there is no clear evidence of malicious intent.
- moderate network risk
- high shell risk
Per-check LLM notes
- Network: Network calls can be legitimate if the package is designed to fetch updates or data from a server, but unsecured requests may pose risks.
- Shell: Executing shell commands, especially those involving file extraction, could indicate risky behavior unless explicitly documented and necessary for package functionality.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The package shows signs of low maintainer activity and poor metadata quality, raising some suspicion but not definitive evidence of malice.
Package Quality Overall: Low (4.8/10)
✦ High
Test Suite
9.0
Test suite present — 2 test file(s) found
Test runner config found: pyproject.toml2 test file(s) detected (e.g. test_query.py)
◈ Medium
Documentation
7.0
Some documentation present
1 documentation file(s) (e.g. conf.py)Detailed PyPI description (4762 chars)
○ Low
Contributing Guide
2.0
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
◈ Medium
Type Annotations
5.0
Partial type annotation coverage
33 type-annotated function signatures detected in source
○ Low
Multiple Contributors
1.0
Unable to verify contributor count: no GitHub repository found
No GitHub repository linked — contributor count unavailable
Heuristic Checks
Outbound Network Calls
score 1.5
Found 1 network call pattern(s)
) try: response = requests.get(url, stream=True, verify=True, timeout=(3, 60)) resp
Code Obfuscation
No obfuscation patterns detected
Shell / Subprocess Execution
score 4.0
Found 2 shell execution pattern(s)
tr(script_name)] result = subprocess.run( cmd, stdout=subprocess.PIPE, stderre}") try: subprocess.run(["tar", "-xf", f"../{filename}"], check=True) lo
Credential Harvesting
No credential harvesting patterns detected
Typosquatting
No typosquatting candidates detected
Registered Email Domain
No author email provided
Suspicious Page Links
All external links appear legitimate
Git Repository History
No GitHub repository linked
No GitHub repository link found
Maintainer History
score 6.0
3 maintainer concern(s) found
Author name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)Package has no PyPI classifiers (low effort / metadata quality)
Known CVE Vulnerabilities
No known vulnerabilities found in OSV database.
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