AI Analysis
The package shows some signs of potential risk due to its recent creation and lack of historical activity, but the specific risks detected are relatively low.
- Metadata risk score is high due to recent and concentrated activity.
- No direct evidence of malicious intent found in code analysis.
Per-check LLM notes
- Network: The detection of network calls is not necessarily malicious; it could be for legitimate purposes like API interactions or updates.
- Shell: No shell execution patterns were detected, indicating no immediate risk from this aspect.
- Obfuscation: The obfuscation appears to be used for generating unique identifiers rather than malicious purposes.
- Credentials: No credential harvesting patterns were detected.
- Metadata: The repository was created very recently with all commits happening within a short period, and the maintainer has a new or inactive PyPI account.
Package Quality Overall: Low (4.2/10)
Test suite present — 2 test file(s) found
Test runner config found: pyproject.toml2 test file(s) detected (e.g. test_client.py)
Some documentation present
Detailed PyPI description (7986 chars)
No contributing guide or governance files found
Development Status classifier >= Beta
No type annotations detected
No type annotations, py.typed marker, or stub files detected
Single-author or unverifiable project
1 unique contributor(s) across 16 commits in aghfatehi/django-tamaraSingle author with few commits — possibly a personal or throwaway project
Heuristic Checks
Found 1 network call pattern(s)
one: self._http = requests.Session() self._http.headers.update({ "A
Found 2 obfuscation pattern(s)
rder_reference_id": f"tamara_{__import__('time').time()}", "order_number": f"ORD-{__import__('ti"order_number": f"ORD-{__import__('time').time()}", "items": [ {
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: gmail.com>
All external links appear legitimate
Git history flags: Repository created very recently: 5 day(s) ago (2026-06-01T09:13:01Z)
Repository created very recently: 5 day(s) ago (2026-06-01T09:13:01Z)Repository has zero stars and zero forksAll 16 commits happened within 24 hours
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 aghfatehi-django-tamara package to demonstrate its core features.