AI Analysis
Final verdict: SAFE
The package shows low risks across all categories analyzed, including network, shell, obfuscation, and credential risks. There are no indications of supply-chain attacks or other malicious activities.
- Low obfuscation risk due to dynamic import and version retrieval
- No network or shell execution detected
Per-check LLM notes
- Network: No network calls detected, which is normal if the package does not require internet access.
- Shell: No shell execution patterns detected, indicating no direct system command execution.
- Obfuscation: The observed pattern is likely a method to dynamically import and retrieve the version of the package, rather than malicious obfuscation.
- Credentials: No suspicious patterns indicating credential harvesting were found.
- Metadata: The author has only one package, which might indicate a new or less active account, but no other red flags are present.
Package Quality Overall: Low (4.4/10)
○ Low
Test Suite
1.0
No test suite detected
No test files or test-runner configuration detected
◈ Medium
Documentation
5.0
Some documentation present
Detailed PyPI description (1215 chars)
○ Low
Contributing Guide
4.0
No contributing guide or governance files found
Development Status classifier >= Beta
◈ Medium
Type Annotations
7.0
Partial type annotation coverage
Type checker (mypy / pyright / pytype) referenced in project162 type-annotated function signatures detected in source
◈ Medium
Multiple Contributors
5.0
Limited contributor diversity
1 unique contributor(s) across 100 commits in aliyun/alibabacloud-python-sdkSingle author but highly active (100 commits)
Heuristic Checks
Outbound Network Calls
No suspicious network call patterns found
Code Obfuscation
score 2.0
Found 1 obfuscation pattern(s)
bacloud-python-sdk" VERSION = __import__(PACKAGE).__version__ REQUIRES = [ "darabonba-core>=1.0.0, <2.0.0
Shell / Subprocess Execution
No shell execution patterns detected
Credential Harvesting
No credential harvesting patterns detected
Typosquatting
No typosquatting candidates detected
Registered Email Domain
Email domain looks legitimate: alibabacloud.com
Suspicious Page Links
score 2.0
Found 1 suspicious link(s) on the package page
Non-HTTPS external link: http://www.apache.org/licenses/LICENSE-2.0
Git Repository History
Repository aliyun/alibabacloud-python-sdk appears legitimate
Maintainer History
score 2.0
1 maintainer concern(s) found
Author "Alibaba Cloud SDK" appears to have only 1 package on PyPI (new or inactive account)
Known CVE Vulnerabilities
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Use this prompt to build a project with alibabacloud-voicenavigator20180612
Create a voice-based customer service automation system using the 'alibabacloud-voicenavigator20180612' Python package. This mini-application will serve as a prototype for handling customer inquiries through voice interactions, utilizing Alibaba Cloud's VoiceNavigator service. The goal is to provide a seamless experience where customers can call a number and navigate through a series of prompts to get their issues resolved without human intervention. **Core Features:** - **Voice Recognition & Response:** Implement basic voice recognition capabilities allowing the system to understand customer inputs and respond accordingly. - **Interactive Voice Response (IVR):** Design an IVR system that guides users through various options such as checking order status, requesting returns, or seeking general information about products/services. - **Dynamic Menu Navigation:** Based on the user's input, dynamically change the menu options to lead them closer to resolving their issue. - **Integration with External Systems:** Integrate with external systems like databases or APIs to fetch real-time data (e.g., order details). - **Logging & Analytics:** Log interactions for quality assurance and analytics purposes, helping improve future interactions. **Utilizing 'alibabacloud-voicenavigator20180612':** Use this package to set up and manage the VoiceNavigator service. This includes configuring intents, utterances, and responses for the IVR system, setting up phone numbers for inbound calls, and handling callbacks from the VoiceNavigator service to your backend server. Additionally, leverage the package’s functionalities to handle audio streams, process voice inputs, and generate appropriate voice outputs based on the logic defined within your application.