AI Analysis
The package shows high risk due to potential credential harvesting attempts through file access and low metadata credibility due to lack of maintainer information and activity metrics.
- Credential risk due to suspicious file access
- Low metadata credibility with no maintainer information
Per-check LLM notes
- Network: No network calls detected, which is normal unless the package requires internet access for its functionality.
- Shell: No shell execution patterns detected, indicating the package does not execute system commands.
- Obfuscation: No obfuscation patterns detected in the code snippet.
- Credentials: The presence of paths like '../etc/passwd' and '/etc/passwd' suggests potential attempts to access sensitive files, indicating a risk of credential harvesting.
- Metadata: The repository is new with no activity metrics and lacks maintainer details, raising suspicion.
Package Quality Overall: Medium (6.0/10)
Test suite present — 14 test file(s) found
Test runner config found: pyproject.toml14 test file(s) detected (e.g. test_contract.py)
Some documentation present
Detailed PyPI description (7535 chars)
No contributing guide or governance files found
Development Status classifier >= Beta
Partial type annotation coverage
Classifier: Typing :: Typed45 type-annotated function signatures detected in source
Limited contributor diversity
1 unique contributor(s) across 37 commits in ca1773130n/autoresearch-coreSingle author but highly active (37 commits)
Heuristic Checks
No suspicious network call patterns found
No obfuscation patterns detected
No shell execution patterns detected
Found 2 credential access pattern(s)
t_paths(): for bad in ("../etc/passwd", "/etc/passwd", ".git/config", "a/../../b", "C:\\x"):for bad in ("../etc/passwd", "/etc/passwd", ".git/config", "a/../../b", "C:\\x"): errs = vali
No typosquatting candidates detected
Email domain looks legitimate: gmail.com>
All external links appear legitimate
Git history flags: Repository created very recently: 4 day(s) ago (2026-06-03T15:55:54Z)
Repository created very recently: 4 day(s) ago (2026-06-03T15:55:54Z)Repository has zero stars and zero forks
2 maintainer concern(s) found
Author 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 autoresearch-core package to demonstrate its core features.
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