ailingues-core

v0.3.5 suspicious
5.0
Medium Risk

A collection of reusable python core library from AI Lingues.

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package ailingues-core v0.3.5 exhibits low risks in terms of network activity, shell execution, and obfuscation. However, the lack of a GitHub repository and incomplete maintainer information elevate its metadata risk, raising concerns about potential supply-chain attacks.

  • No network calls detected
  • Incomplete maintainer information
  • No associated GitHub repository
Per-check LLM notes
  • Network: No network calls detected, which is normal unless the package requires external services.
  • Shell: No shell execution patterns detected, indicating no immediate signs of malicious shell command execution.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The package has no associated GitHub repository and the maintainer information is incomplete, which raises some suspicion.

📦 Package Quality Overall: Low (2.0/10)

○ Low Test Suite 1.0

No test suite detected

  • No test files or test-runner configuration detected
◈ Medium Documentation 5.0

Some documentation present

  • Detailed PyPI description (6654 chars)
○ 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

Email domain looks legitimate: ailingues.com>

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

No GitHub repository linked

  • No GitHub repository link found
⚠ Maintainer History score 4.0

2 maintainer concern(s) found

  • Author name is missing or very short
  • Author "" 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 ailingues-core 
Create a language learning app called 'PolyglotPal' that leverages the 'ailingues-core' package to provide users with personalized language learning experiences. This app should include features such as vocabulary quizzes, sentence structure practice, and pronunciation guides. Utilize 'ailingues-core' to handle the backend logic for these features, including data retrieval, user progress tracking, and adaptive difficulty adjustment based on user performance.

Step 1: Set up the project environment, ensuring you have 'ailingues-core' installed.
Step 2: Design the user interface for the app, focusing on simplicity and ease of use.
Step 3: Implement the vocabulary quiz feature using 'ailingues-core' to fetch relevant vocabulary data and track user scores.
Step 4: Add a sentence structure practice section where users can input sentences and receive feedback on their grammar and structure.
Step 5: Integrate a pronunciation guide that allows users to record their voice and get real-time feedback on their pronunciation accuracy.
Step 6: Ensure the app adapts its difficulty level based on the user's performance, making it more challenging as they improve.
Step 7: Test the app thoroughly to ensure all features work smoothly and provide a satisfying user experience.

💬 Discussion Feed

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