AI Analysis
The package exhibits high risks related to network and shell operations, with moderate obfuscation risks. While there's no clear evidence of credential theft, the overall risk profile is elevated due to potential for unauthorized command execution and network vulnerabilities.
- High network risk due to zmq sockets
- Significant shell risk from subprocess calls
- Moderate obfuscation risk associated with pickle usage
Per-check LLM notes
- Network: The use of zmq sockets to connect to an external endpoint suggests potential unauthorized communication.
- Shell: Subprocess calls to start and stop services remotely indicate possible execution of arbitrary commands, which is a significant security risk.
- Obfuscation: The use of pickle for deserializing commands received over a network connection suggests potential risk as it can be exploited for remote code execution.
- Credentials: No clear patterns indicative of credential harvesting were found.
- Metadata: The author has only one package and lacks PyPI classifiers, indicating low effort or new/inactive status.
Package Quality Overall: Medium (5.0/10)
No test suite detected
No test files or test-runner configuration detected
Some documentation present
Documentation URL: "Documentation" -> https://ivs-kuleuven.github.io/cgse/Detailed PyPI description (3836 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
7 type-annotated function signatures (partial)
Active multi-contributor project
5 unique contributor(s) across 100 commits in IvS-KULeuven/cgseActive community — 5 or more distinct contributors
Heuristic Checks
Found 1 network call pattern(s)
x.socket(zmq.REQ) socket.connect(endpoint) socket.send(pickle.dumps(command_requ
Found 2 obfuscation pattern(s)
nder.recv() command = pickle.loads(pickle_string) if command.lower() == "quit":() response = pickle.loads(response) else: response = {"err
Found 2 shell execution pattern(s)
l.facility.hk", "start"] subprocess.Popen(cmd, stdout=out, stderr=out, stdin=subprocess.DEVNULL, closeel.facility.hk", "stop"] subprocess.Popen(cmd, stdout=out, stderr=out, stdin=subprocess.DEVNULL, close
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: kuleuven.be>
All external links appear legitimate
Repository IvS-KULeuven/cgse appears legitimate
2 maintainer concern(s) found
Author "IVS KU Leuven" appears to have only 1 package on PyPI (new or inactive account)Package has no PyPI classifiers (low effort / metadata quality)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Build a simple Python application using the ariel-facility package to demonstrate its core features.
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