AI Analysis
The package shows minimal risk indicators, with no direct evidence of malicious activity. While there is some concern over the use of base64 encoding and the metadata quality, these do not strongly suggest a supply-chain attack.
- No network or shell execution risks detected
- Some concerns over obfuscation and metadata quality
Per-check LLM notes
- Network: No network calls detected, which is normal and expected for this package.
- Shell: No shell execution patterns detected, indicating no immediate risk of command injection or similar threats.
- Obfuscation: The use of base64 encoding for assertions seems unusual but could be part of a legitimate test scenario rather than malicious obfuscation.
- Credentials: No patterns indicative of credential harvesting were detected.
- Metadata: The author's details are sparse and the license link is non-HTTPS, but there are no clear signs of typosquatting or malicious intent.
Package Quality Overall: Medium (7.8/10)
Test suite present — 14 test file(s) found
Test runner config found: conftest.py14 test file(s) detected (e.g. conftest.py)
Well-documented package
Documentation URL: "Documentation" -> https://airflow.apache.org/docs/apache-airflow-providers-mic1 documentation file(s) (e.g. conf.py)Detailed PyPI description (3601 chars)
No contributing guide or governance files found
Development Status classifier >= Beta
Partial type annotation coverage
Type checker (mypy / pyright / pytype) referenced in project7 type-annotated function signatures (partial)
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 2 obfuscation pattern(s)
rn_code"] == 0 assert base64.b64decode(payload["stdout"][0]) == b"hello" assert not payloadunder 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-microsoft-winrm package to demonstrate its core features.
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