ai-salom-x391

v2.1.1 suspicious
4.0
Medium Risk

Multi-provider Uzbek-friendly AI chat CLI package

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows some signs of potential misuse, particularly regarding its network and metadata risks, but lacks clear indicators of malicious intent.

  • network risk due to external API calls
  • metadata risk due to lack of associated GitHub repository
Per-check LLM notes
  • Network: The network calls to an external API may be part of the package's functionality but could potentially be used for unauthorized data transmission.
  • Shell: Executing shell commands to clear the terminal can be benign, but it might mask other malicious activities if not properly documented.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The maintainer has only one package and no associated GitHub repository, which raises some suspicion but does not conclusively indicate malice.

📦 Package Quality Overall: Low (3.8/10)

◈ Medium Test Suite 6.0

Partial test coverage signals detected

  • 1 test file(s) detected (e.g. test_ai_salom_x391.py)
◈ Medium Documentation 5.0

Some documentation present

  • Detailed PyPI description (3595 chars)
○ Low Contributing Guide 2.0

No contributing guide or governance files found

  • No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
◈ Medium Type Annotations 5.0

Partial type annotation coverage

  • 45 type-annotated function signatures detected in source
○ 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 score 3.0

Found 2 network call pattern(s)

  • m exc response = requests.post( f"{API_URLS['ollama'].rstrip('/')}/api/chat
  • from exc response = requests.post( f"{API_URLS['ollama'].rstrip('/')}/api/chat",
✓ Code Obfuscation

No obfuscation patterns detected

⚠ Shell / Subprocess Execution score 2.0

Found 1 shell execution pattern(s)

  • clear_terminal() -> None: os.system("cls" if os.name == "nt" else "clear") def make_console():
✓ 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 2.0

1 maintainer concern(s) found

  • Author "ai_salom_x391 contributors" appears to have only 1 package on PyPI (new or inactive account)
✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with ai-salom-x391 
Create a fully-functional mini-app called 'UzbekAIHelper' using the Python package 'ai-salom-x391'. This app will serve as a versatile assistant for users interested in engaging with AI-powered chatbots that are specifically tailored to understand and respond in the Uzbek language. The app should have a command-line interface (CLI) where users can interact with the AI through various commands and options. Here are the steps and features to include in your project:

1. **Setup**: Start by installing the 'ai-salom-x391' package in your Python environment. Ensure you have all necessary dependencies installed as well.
2. **User Authentication**: Implement a simple user authentication system where users can sign up and log in to their accounts. Store user credentials securely.
3. **Chat Interface**: Develop a robust chat interface where users can initiate conversations with the AI. The AI should be capable of understanding and responding to queries in Uzbek.
4. **Command Options**: Provide users with command options such as '/start', '/help', '/settings', and '/exit'. These commands should guide users on how to use the app effectively.
5. **Language Detection**: Utilize 'ai-salom-x391' to enable automatic detection of Uzbek language input from users, ensuring accurate responses.
6. **Customization**: Allow users to customize their experience by choosing different AI personalities or themes.
7. **History Feature**: Implement a feature that allows users to review past conversations for reference.
8. **Feedback System**: Integrate a feedback system where users can rate their interactions with the AI and provide suggestions for improvement.
9. **Multi-Provider Support**: Showcase the multi-provider capability of 'ai-salom-x391' by allowing users to switch between different AI providers within the app.
10. **Documentation**: Write comprehensive documentation explaining how to install, configure, and use the 'UzbekAIHelper' app. Include examples of common commands and expected outputs.

Ensure the app is user-friendly and accessible, providing a seamless interaction experience for those who wish to engage with AI technology in Uzbek.

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