AI Analysis
The package has low risk indicators with no network calls, shell executions, or credential risks. The obfuscation and metadata risks are minimal and do not suggest malicious activity.
- Low network and shell execution risks
- Minimal obfuscation and metadata concerns
Per-check LLM notes
- Network: No network calls detected, which is normal if the package does not require external API interactions.
- Shell: No shell execution patterns detected, indicating the package does not execute system commands.
- Obfuscation: The observed pattern is likely for path manipulation and not indicative of malicious obfuscation.
- Credentials: No patterns indicative of credential harvesting were detected.
- Metadata: The package shows some potential red flags such as a missing author name and a non-secure license link, but there are no clear signs of typosquatting or malicious intent.
Package Quality Overall: Medium (7.8/10)
Test suite present — 10 test file(s) found
Test runner config found: conftest.py10 test file(s) detected (e.g. conftest.py)
Well-documented package
Documentation URL: "Documentation" -> https://airflow.apache.org/docs/apache-airflow-providers-ake1 documentation file(s) (e.g. conf.py)Detailed PyPI description (3883 chars)
No contributing guide or governance files found
Development Status classifier >= Beta
Partial type annotation coverage
Type checker (mypy / pyright / pytype) referenced in project17 type-annotated function signatures detected in source
Active multi-contributor project
46 unique contributor(s) across 100 commits in apache/airflowActive community — 5 or more distinct contributors
Heuristic Checks
No suspicious network call patterns found
Found 1 obfuscation pattern(s)
under the License. __path__ = __import__("pkgutil").extend_path(__path__, __name__) # Licensed to the Apache S
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: airflow.apache.org>
Found 1 suspicious link(s) on the package page
Non-HTTPS external link: http://www.apache.org/licenses/LICENSE-2.0
Repository apache/airflow appears legitimate
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 apache-airflow-providers-akeyless package to demonstrate its core features.
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