AI Analysis
The package has low individual risk factors but raises suspicion due to the lack of maintainer history and an author name, suggesting potential low activity or misuse.
- Low network, shell, obfuscation, and credential risks
- Suspicious metadata indicating potential misuse
Per-check LLM notes
- Network: No network calls detected, which is normal for a math utility package.
- Shell: No shell executions detected, aligning with the expected behavior for a math utility package.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The package is suspicious due to the lack of maintainer history and an author name, indicating potential low activity or misuse.
Package Quality Overall: Low (1.2/10)
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
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
No type annotations detected
No type annotations, py.typed marker, or stub files detected
Unable to verify contributor count: no GitHub repository found
No GitHub repository linked — contributor count unavailable
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
No GitHub repository linked
No GitHub repository link found
3 maintainer concern(s) found
Only one version has ever been released — brand new packageAuthor 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 fun and educational mini-application called 'MathMaster' using Python. This application will serve as a personal math tutor, allowing users to practice their arithmetic skills in a gamified environment. Utilize the 'awesome-math-example' package to handle all the mathematical operations behind the scenes, ensuring accuracy and efficiency. ### Application Features: 1. **User Registration**: Allow users to create profiles where they can track their progress over time. 2. **Arithmetic Challenges**: Users can choose from different levels of difficulty (easy, medium, hard) and types of arithmetic problems (addition, subtraction, multiplication, division). 3. **Timed Quizzes**: Implement timed quizzes to challenge users to solve problems as quickly as possible while maintaining accuracy. 4. **Progress Tracking**: Display user performance metrics such as total questions answered, correct answers, and improvement over time. 5. **Leaderboards**: Show top performers based on speed and accuracy across different levels and categories. 6. **Customizable Settings**: Allow users to customize their experience, including setting daily goals, choosing preferred problem types, and adjusting quiz durations. ### Utilization of 'awesome-math-example': - Use the 'awesome-math-example' package to generate random arithmetic problems for each quiz. - Ensure that the package is integrated seamlessly into the backend logic, handling all calculations required for verifying user answers. - Leverage any additional utilities provided by the package for enhanced functionality, such as generating statistics or performing complex number operations if applicable. ### Development Steps: 1. Set up the project structure, including necessary dependencies and configurations. 2. Design and implement the user registration system. 3. Develop the core functionality for generating arithmetic challenges using 'awesome-math-example'. 4. Integrate the timing feature for quizzes. 5. Create a database schema to store user data and quiz results. 6. Implement progress tracking and display it through a user-friendly interface. 7. Build the leaderboard feature to show the best performers. 8. Add customizable settings for users. 9. Test the application thoroughly, focusing on both functionality and user experience. 10. Deploy the application on a web server or a cloud platform for public access.
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