aizp-runtime

v0.0.1 suspicious
5.0
Medium Risk

(No description)

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package exhibits low individual risks across network, shell, obfuscation, and credential aspects but raises concerns due to metadata issues such as missing maintainer history and lack of a GitHub repository.

  • Lack of maintainer history
  • Absence of a GitHub repository
Per-check LLM notes
  • Network: No network calls detected, which is normal if the package does not require external communications.
  • Shell: No shell execution patterns detected, indicating no immediate signs of executing system commands.
  • Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent.
  • Credentials: No credential harvesting patterns detected, suggesting safe handling of secrets and credentials.
  • Metadata: The package shows several red flags including lack of maintainer history and absence of a GitHub repository, suggesting potential low quality or malicious intent.

📦 Package Quality Overall: Low (1.2/10)

○ Low Test Suite 1.0

No test suite detected

  • No test files or test-runner configuration detected
○ Low Documentation 1.0

No documentation detected

  • No documentation URL, doc files, or meaningful description found
○ Low Contributing Guide 2.0

No contributing guide or governance files found

  • No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
○ Low Type Annotations 1.0

No type annotations detected

  • No type annotations, py.typed marker, or stub files detected
○ Low Multiple Contributors 1.0

Unable to verify contributor count: no GitHub repository found

  • No GitHub repository linked — contributor count unavailable

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

✓ Code Obfuscation

No obfuscation patterns detected

✓ Shell / Subprocess Execution

No shell execution patterns detected

✓ Credential Harvesting

No credential harvesting patterns detected

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

No author email provided

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

No GitHub repository linked

  • No GitHub repository link found
⚠ Maintainer History score 8.0

4 maintainer concern(s) found

  • Only one version has ever been released — brand new package
  • 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 aizp-runtime 
Create a simple yet engaging command-line utility named 'HelloWorldAI' using the Python package 'aizp-runtime'. This utility will serve as an introductory example for understanding how to integrate AI functionalities into everyday applications. The primary goal of 'HelloWorldAI' is to greet users in various languages based on their input preferences, demonstrating the use of 'aizp-runtime' for basic AI runtime operations.

### Project Overview:
- **Application Name:** HelloWorldAI
- **Primary Functionality:** Greet users in different languages based on user input.
- **Secondary Functionality:** Allow users to specify their preferred language for greetings.
- **Additional Features:**
  - Display a random fact about the specified language after greeting.
  - Support multiple greetings styles (formal/informal).
  - Option to save user preferences for future sessions.

### Utilizing 'aizp-runtime':
- Use 'aizp-runtime' to handle AI runtime tasks such as fetching language data and generating responses.
- Implement a function within your application that leverages 'aizp-runtime' to dynamically select greetings based on the user's chosen language.
- Integrate 'aizp-runtime' to provide additional context-specific information (e.g., facts about the language) to enhance user interaction.

### Steps to Build the Application:
1. **Setup Environment:** Ensure Python is installed on your system. Install necessary packages including 'aizp-runtime' via pip.
2. **Design User Interface:** Create a simple command-line interface allowing users to input their name and preferred language.
3. **Implement Core Functionality:** Write functions that utilize 'aizp-runtime' to fetch greetings and language facts.
4. **Enhance User Experience:** Add options for users to choose between formal and informal greetings, and to save their preferences.
5. **Testing:** Test the application thoroughly to ensure all functionalities work as expected.
6. **Documentation:** Provide clear instructions on how to run the application and a brief explanation of how 'aizp-runtime' is utilized.
7. **Deployment:** Share your code on GitHub and encourage others to contribute or use it as a learning resource.

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