🤖 AI Analysis

Final verdict: SUSPICIOUS

The package exhibits significant risks related to network requests, shell command execution, and code obfuscation, which collectively suggest potential malicious intent or severe coding practices that could lead to security vulnerabilities.

High network risk due to external POST requests
High shell risk due to use of shell=True
High obfuscation risk due to dynamic code execution

Per-check LLM notes

Network: The POST request to an external URL may indicate data exfiltration or unexpected behavior.
Shell: Executing commands with shell=True is risky and can lead to arbitrary code execution vulnerabilities.
Obfuscation: The use of exec with dynamically compiled code indicates potential obfuscation or code injection risks.
Credentials: No clear evidence of credential harvesting patterns detected.
Metadata: The package shows low maintainer activity and poor metadata quality, raising some suspicion but not conclusive evidence of malice.

🔬 Heuristic Checks

⚠ Outbound Network Calls score 1.5

Found 1 network call pattern(s)

dress() try: response = requests.post( url=url, data=query ) except requests.ex

⚠ Code Obfuscation score 4.0

Found 2 obfuscation pattern(s)

ocations(tree) scope = {} exec(compile(tree, "<string>", "exec"), scope) return scope.get("__res
ons(tree) scope = {} exec(compile(tree, "<string>", "exec"), scope) return scope.get("__result__") #==============

⚠ Shell / Subprocess Execution score 4.0

Found 2 shell execution pattern(s)

{system_name}") result = subprocess.run(command, capture_output=True, text=True, check=True, shell=T
=True, text=True, check=True, shell=True) addr_info = result.stdout mac_addresses = re.finda

✓ Credential Harvesting

No credential harvesting patterns detected

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

Email domain looks legitimate: num.edu.mn>

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

No GitHub repository linked

No GitHub repository link found

⚠ Maintainer History score 6.0

3 maintainer concern(s) found

Author name is missing or very short
Author "" appears to have only 1 package on PyPI (new or inactive account)
Package has no PyPI classifiers (low effort / metadata quality)

✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with MagadlalComExam

Create a fully-functional online exam platform using the 'MagadlalComExam' package, tailored for educational institutions or certification bodies. Your task is to develop a web-based application that allows educators to create, manage, and administer exams, while students can take these exams remotely. Here’s a detailed guide on how to proceed:

1. **Setup Environment**: Ensure your development environment includes Python and necessary libraries such as Flask or Django for the backend, and HTML/CSS/JavaScript for the frontend.
2. **Understand the Package**: Familiarize yourself with the 'MagadlalComExam' package documentation. This package provides functionalities like question management, user authentication, and exam scheduling.
3. **Application Structure**:
   - Backend: Use Flask or Django to handle API requests, manage database interactions, and utilize 'MagadlalComExam' functionalities.
   - Frontend: Design a clean, intuitive interface where users can easily navigate through different sections of the application.
4. **Key Features**:
   - **Question Management**: Allow admins to add, edit, and delete questions. Questions should be categorized into different subjects/topics.
   - **User Authentication**: Implement login/signup functionality for both admins and students. Admins should have access to manage exams and users, while students can only take exams and view results.
   - **Exam Scheduling**: Enable admins to schedule exams at specific times. Students should be notified via email about upcoming exams.
   - **Exam Taking**: Provide a secure environment for students to take exams. Include features like timer, random question order, and multiple choice/single answer formats.
   - **Result Management**: After completion of an exam, automatically grade it based on correct answers and provide feedback to students.
5. **Integration with 'MagadlalComExam'**:
   - Utilize the package’s core functions to streamline processes related to question creation, user management, and exam administration.
   - Customize the package to fit the specific requirements of your application, such as integrating with an external database system or adding additional security measures.
6. **Testing and Deployment**: Thoroughly test the application to ensure all features work as expected. Deploy the application on a cloud service provider like AWS or Heroku.
7. **Documentation**: Write comprehensive documentation explaining how to install, configure, and use the application. Include tutorials for both admins and students.
8. **Feedback and Iteration**: Collect feedback from early users and iterate on the design and functionality to improve the user experience.

Your goal is to create a robust, user-friendly online exam tool that leverages the capabilities of the 'MagadlalComExam' package effectively.