AI Analysis
The package exhibits significant shell manipulation capabilities and incomplete metadata, raising concerns about its true intentions. While it may serve legitimate purposes, the risks cannot be fully discounted without further investigation.
- High shell risk due to use of pty.openpty()
- Incomplete author metadata
Per-check LLM notes
- Network: The network calls appear to be making requests to URLs and handling responses, which could be legitimate if the package is designed for AI model interaction or OAuth token retrieval.
- Shell: The presence of pty.openpty() and related shell manipulation functions suggests potential for executing commands on the host system, indicating a higher risk of unauthorized access or control.
- Metadata: The author information is incomplete, which raises some suspicion but does not necessarily indicate malicious intent.
Package Quality Overall: Low (3.6/10)
No test suite detected
No test files or test-runner configuration detected
Some documentation present
Detailed PyPI description (7335 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
122 type-annotated function signatures detected in source
Limited contributor diversity
1 unique contributor(s) across 52 commits in jw-open/ai-relaySingle author but highly active (52 commits)
Heuristic Checks
Found 5 network call pattern(s)
("model", "?")) req = urllib.request.Request( url, data=data,try: with urllib.request.urlopen(req, timeout=float(self._setting("timeout", 300))) aS, }).encode() req = urllib.request.Request( OAUTH_TOKEN_URL, data=payload,, ) try: with urllib.request.urlopen(req, timeout=15) as resp: return json.lot, }).encode() req = urllib.request.Request( OAUTH_TOKEN_URL, data=payload,
No obfuscation patterns detected
Found 1 shell execution pattern(s)
master_fd, slave_fd = pty.openpty() os.set_blocking(master_fd, False) self._ma
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: ohwise.ai>
All external links appear legitimate
Repository jw-open/ai-relay 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
Create a real-time collaborative coding environment using the 'ai-relay' package. This application will enable multiple users to work on the same codebase simultaneously, with real-time updates reflecting each user's contributions. The application should include the following core functionalities: 1. **User Authentication**: Implement a simple user authentication system to allow users to log in and access their sessions. 2. **Real-Time Collaboration**: Use the WebSocket relay provided by 'ai-relay' to synchronize code changes across all connected clients in real-time. 3. **Code Suggestions**: Integrate an AI coding assistant (e.g., Claude Code, Codex) through 'ai-relay' to provide real-time code suggestions and improve coding efficiency. 4. **File Management**: Allow users to create, edit, and delete files within the shared workspace. Ensure that these actions are reflected in real-time across all clients. 5. **Version Control**: Implement a basic version control feature that allows users to save different versions of their code and revert to previous states if needed. 6. **Interactive Debugging**: Utilize 'ai-relay' to stream debugging information from the AI coding assistant to the web interface, enabling interactive debugging sessions. 7. **Customizable Interface**: Provide users with options to customize their coding environment, such as choosing themes, font sizes, etc. 8. **Notifications**: Send notifications to users about important events, such as when another user joins the session or makes significant changes. The 'ai-relay' package will be used extensively throughout the application. It will serve as the backbone for real-time communication between the AI coding assistant and the web interface, ensuring seamless integration and synchronization of data. By leveraging 'ai-relay', you can focus more on building a rich user experience rather than worrying about the underlying communication infrastructure.