AI Analysis
The package has moderate metadata risks due to incomplete author information and potential inactivity of the account, which raises suspicion despite low network, shell, obfuscation, and credential risks.
- Metadata risk score is relatively high
- Incomplete author information and possibly inactive account
Per-check LLM notes
- Network: Network calls are common in server libraries, especially those interacting with an app store API.
- Shell: No shell execution patterns detected, indicating low risk.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The author's information is incomplete and the account seems new or inactive, raising some concerns but not definitive proof of malice.
Package Quality Overall: Low (2.8/10)
No test suite detected
No test files or test-runner configuration detected
Some documentation present
Detailed PyPI description (6645 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
68 type-annotated function signatures detected in source
Unable to verify contributor count: no GitHub repository found
No GitHub repository linked — contributor count unavailable
Heuristic Checks
Found 1 network call pattern(s)
self.http_client = httpx.AsyncClient() except: raise ModuleNotFoundError("htt
No obfuscation patterns detected
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
No author email provided
All external links appear legitimate
No GitHub repository linked
No GitHub repository link found
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
Imagine you are tasked with building a lightweight, yet feature-rich application store server that allows users to browse, download, and rate applications. This application will be built using Python and the 'app-store-server-library' package, which simplifies the backend processes required for managing an app store. Your goal is to create a fully-functional mini-app store server named 'MiniAppHub'. Here's a detailed plan of what your application should do: 1. **User Authentication**: Implement user registration and login functionalities. Users should be able to create accounts and log in securely. 2. **Application Management**: Allow administrators to add new applications, update existing ones, and remove outdated or problematic apps. Each application should have details such as name, description, version, and download link. 3. **User Interactions**: Enable users to browse through the available applications, read descriptions, view ratings, and leave their own ratings/reviews. 4. **Search Functionality**: Provide a search bar where users can find applications based on keywords. 5. **Rating System**: Implement a star rating system where users can rate applications from 1 to 5 stars. 6. **Admin Panel**: Develop a separate admin panel that only accessible to registered administrators. This panel should allow them to manage all aspects of the application store, including adding, updating, and removing applications. 7. **Notifications**: Integrate a simple notification system where users receive updates about new applications or changes to their favorite apps. The 'app-store-server-library' package will be instrumental in handling several core functionalities of your application, such as user management, application data storage, and API interactions. Use this package to streamline the development process and ensure that your application is robust and scalable. Start by setting up your environment and installing the necessary packages, including 'app-store-server-library'. Then, design the database schema and API endpoints. Finally, implement the front-end interface and integrate it with the back-end services provided by the library. This project aims to showcase your ability to use third-party libraries effectively while also demonstrating proficiency in Python web development.
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