AI Analysis
The package shows low risks in terms of network usage, shell execution, obfuscation, and credential handling. However, the metadata risk score is high due to the repository's recent creation, low activity, and single contributor, raising suspicion.
- Recent repository creation
- Low activity level
- Single contributor
Per-check LLM notes
- Network: No network calls detected, which is normal if the package does not require internet access.
- Shell: No shell execution detected, indicating no direct command execution from the package.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The repository's recent creation, low activity, and single contributor suggest potential risk.
Package Quality Overall: Low (1.8/10)
No test suite detected
No test files or test-runner configuration detected
No documentation detected
No documentation URL, doc files, or meaningful description found
No contributing guide or governance files found
Development Status classifier >= Beta
No type annotations detected
No type annotations, py.typed marker, or stub files detected
Single-author or unverifiable project
1 unique contributor(s) across 3 commits in davidbrochart/backcrdtSingle author with few commits β possibly a personal or throwaway project
Heuristic Checks
No suspicious network call patterns found
No obfuscation patterns detected
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: gmail.com>
All external links appear legitimate
Git history flags: Repository created very recently: 3 day(s) ago (2026-06-05T10:14:05Z)
Repository created very recently: 3 day(s) ago (2026-06-05T10:14:05Z)Repository has zero stars and zero forksSingle contributor with only 3 commit(s) β possibly throwaway account
2 maintainer concern(s) found
Only one version has ever been released β brand new packageAuthor "David Brochart" 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 collaborative document editor using the 'backcrdt' package in Python. This application should allow multiple users to edit the same document simultaneously without any conflicts, leveraging the Conflict-free Replicated Data Type (CRDT) principles provided by 'backcrdt'. Hereβs a detailed plan on how to proceed: 1. **Setup**: Begin by setting up a basic Flask web server to host your application. Ensure you have 'backcrdt' installed alongside other necessary packages like Flask, SQLAlchemy for database management, and a WebSocket library such as Flask-SocketIO for real-time communication. 2. **User Authentication**: Implement user authentication to manage who can access the documents. Use Flask-Login for session management. 3. **Document Model**: Define a model for documents using SQLAlchemy. Each document should have fields for title, content, and a unique identifier. Additionally, use 'backcrdt' to manage the content of the document, ensuring it supports concurrent edits. 4. **Real-Time Collaboration**: Integrate WebSocket functionality to enable real-time updates. When a user makes an edit, send the changes over WebSocket to all connected clients in real-time. Use 'backcrdt' operations to handle these edits and ensure consistency across all instances of the document. 5. **Conflict Resolution**: Utilize 'backcrdt'βs conflict resolution mechanisms to automatically resolve any discrepancies that arise from simultaneous edits. Ensure that the document content remains consistent and reflects all changes made by users. 6. **UI/UX Design**: Develop a simple yet effective UI where users can view and edit the document. Include features like text formatting options, undo/redo functionalities, and a history of changes. The interface should clearly show which parts of the document are being edited by different users. 7. **Testing and Deployment**: Thoroughly test your application to ensure it works as expected under various conditions, especially when multiple users are editing the same document simultaneously. Deploy your application to a cloud service provider like Heroku or AWS to make it accessible online. 8. **Documentation**: Provide clear documentation on how to use the application, including setup instructions, API endpoints, and examples of how 'backcrdt' is integrated into the system. By following these steps, you will create a robust, collaborative document editor that leverages the power of CRDTs for seamless real-time collaboration.
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