aspish

v0.6.0 safe
4.0
Medium Risk

Answer Set Programming with a friendly interface.

🤖 AI Analysis

Final verdict: SAFE

The package shows no signs of malicious intent based on the analysis checks. However, the low activity from the maintainer and lack of community engagement slightly increase the risk.

  • No network calls or shell executions detected.
  • Maintainer's low activity and lack of community engagement noted.
Per-check LLM notes
  • Network: No network calls detected, which is normal if the package does not require internet access.
  • Shell: No shell execution patterns detected, indicating the package likely does not execute system commands.
  • Obfuscation: No obfuscation patterns detected, indicating low risk of malicious activity.
  • Credentials: No credential harvesting patterns detected, indicating low risk of malicious activity.
  • Metadata: The maintainer seems new or inactive, and the repository lacks community engagement.

📦 Package Quality Overall: Low (3.6/10)

○ 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 (1282 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

  • 33 type-annotated function signatures detected in source
◈ Medium Multiple Contributors 5.0

Limited contributor diversity

  • 1 unique contributor(s) across 26 commits in mossadnik/aspish
  • Single author but highly active (26 commits)

🔬 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: gmail.com

✓ Suspicious Page Links

All external links appear legitimate

⚠ Git Repository History score 2.5

Git history flags: Repository has zero stars and zero forks

  • Repository has zero stars and zero forks
⚠ Maintainer History score 2.0

1 maintainer concern(s) found

  • Author "Matthias Ossadnik" 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 aspish 
Create a small but powerful puzzle-solving application using the Python package 'aspish'. This application will serve as a fun and educational tool for exploring the basics of Answer Set Programming (ASP). The app should allow users to input simple logic puzzles, such as Sudoku or a basic form of a crosswords puzzle, and solve them using ASP techniques provided by 'aspish'. Here are the steps and features your application should include:

1. **User Interface**: Design a clean and intuitive UI where users can input their puzzles. For simplicity, start with a 4x4 Sudoku grid.
2. **Puzzle Input**: Users should be able to enter numbers into the grid. Ensure that the app validates the input to prevent incorrect entries (e.g., numbers outside the range of 1-4).
3. **Solving Mechanism**: Utilize 'aspish' to encode the rules of the puzzle (in this case, Sudoku) and find solutions. The package simplifies the process of setting up and solving ASP problems, making it easier to integrate complex logical constraints.
4. **Solution Display**: Once solved, display the solution on the UI in a visually appealing manner. Highlight the cells that were initially empty and now filled by the solver.
5. **Interactive Features**: Allow users to generate random puzzles and solve them instantly. Also, provide an option to check if the user's manual input matches the correct solution.
6. **Educational Aspect**: Include a feature that explains the ASP rules used to solve the puzzle. This could be in the form of a tooltip or a separate section explaining the underlying logic.
7. **Save & Load**: Enable users to save their puzzles and load them later for continued play or review.
8. **Performance Metrics**: Optionally, display the time taken to solve the puzzle and the number of solutions found (if any).

By following these steps, you'll create a valuable learning tool for understanding ASP through practical problem-solving. Use 'aspish' effectively to handle the backend logic and focus on crafting a user-friendly frontend experience.

💬 Discussion Feed

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