AI Analysis
Final verdict: SUSPICIOUS
The package shows minimal signs of direct malicious activity but raises concerns due to the metadata risk, including a lack of maintainer details and sparse commit history.
- Metadata risk score of 7/10
- Single contributor with sparse commit history
Per-check LLM notes
- Network: The package uses httpx for network requests, which is common for packages needing to communicate with external services.
- Shell: No shell execution patterns were detected.
- Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent.
- Credentials: No credential harvesting patterns detected, suggesting safe handling of sensitive information.
- Metadata: The repository has very few commits and a single contributor, indicating potential use of a throwaway account. The maintainer's author name is missing or very short and appears to be new or inactive.
Heuristic Checks
Outbound Network Calls
score 7.5
Found 5 network call pattern(s)
e: self._client = httpx.Client( base_url=self._base_url, cocontext manager for internal httpx.Client (see httpx docs)""" self.get_httpx_client().__exit__(self._async_client = httpx.AsyncClient( base_url=self._base_url, coontext manager for underlying httpx.AsyncClient (see httpx docs)""" await self.get_async_httpx_client) self._client = httpx.Client( base_url=self._base_url, co
Code Obfuscation
No obfuscation patterns detected
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: aethexai.com>
Suspicious Page Links
All external links appear legitimate
Git Repository History
score 5.0
Git history flags: Very few commits: 2 total
Very few commits: 2 totalSingle contributor with only 2 commit(s) β possibly throwaway account
Maintainer History
score 4.0
2 maintainer concern(s) found
Author name is missing or very shortAuthor "" 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 aethexai
Create a voice-controlled home automation system using the 'aethexai' Python package. This system will allow users to control smart home devices such as lights, thermostats, and security systems through voice commands. Hereβs a detailed plan for the project: 1. **Setup and Installation**: Begin by installing the 'aethexai' package. Ensure all necessary dependencies are installed and configured properly. 2. **Integration with Smart Home Devices**: Integrate the system with various smart home devices via their APIs or protocols (e.g., IFTTT, MQTT). Each device should have a unique identifier and corresponding action set (e.g., turn on/off). 3. **Voice Command Recognition**: Use 'aethexai' to process and recognize voice commands. Commands should include actions like turning lights on/off, adjusting temperature, arming/disarming security systems, etc. 4. **User Authentication**: Implement a simple user authentication mechanism to ensure only authorized users can control the devices. Consider integrating with existing services like Google Authenticator for two-factor authentication. 5. **Logging and Reporting**: Keep logs of all voice commands issued and actions taken. Provide a reporting feature that allows users to review their interactions with the system over time. 6. **Error Handling and Notifications**: Implement robust error handling to manage unexpected situations gracefully. Send notifications to users when issues arise (e.g., device not responding). 7. **Security Measures**: Ensure data privacy and security by encrypting all communications and storing user data securely. 8. **Testing and Validation**: Thoroughly test the system under various scenarios to ensure reliability and responsiveness. Validate each component separately before integrating them. 9. **Documentation and User Guide**: Provide comprehensive documentation and a user guide to help users understand and use the system effectively. This project aims to showcase the capabilities of the 'aethexai' package while providing a practical solution for managing smart homes through voice commands.