anvil-reduce

v0.1.1 safe
4.0
Medium Risk

Volume-based mesh proxy generator. Voxelize, marching-cubes, smooth, remesh. Fast, watertight, hands-off.

🤖 AI Analysis

Final verdict: SAFE

The package shows no signs of malicious activity such as network calls, shell execution, or obfuscation. However, the incomplete metadata raises some concern about the maintainers' transparency.

  • No network calls detected.
  • Incomplete repository and author information.
Per-check LLM notes
  • Network: No network calls detected, which is normal unless the package requires network functionality.
  • Shell: No shell execution detected, indicating no immediate risk of command injection or system compromise.
  • Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent.
  • Credentials: No credential harvesting patterns detected, indicating secure handling of secrets.
  • Metadata: The repository is not found, and the maintainer's author information is incomplete, indicating potential risk.

📦 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 (1615 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

Could not retrieve contributor data from GitHub

  • GitHub API error: 404

🔬 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 3.0

Repository not found (deleted or private)

  • Repository not found (deleted or private)
⚠ 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 anvil-reduce 
Create a Python-based mini-application named 'MeshMaster' which leverages the 'anvil-reduce' package to process 3D models. The goal of MeshMaster is to provide users with an easy-to-use tool for converting volumetric data into high-quality 3D meshes, suitable for use in various applications such as 3D printing, game development, or architectural visualization. Here's a detailed plan on how to build this application:

1. **User Interface Design**: Develop a simple yet intuitive GUI using a Python library like PyQt5 or Tkinter. This interface should allow users to upload their own volumetric data files (e.g., .stl, .obj, .ply).
2. **Data Processing**: Utilize the 'anvil-reduce' package to perform the following operations on the uploaded data:
   - **Voxelize**: Convert the input volumetric data into a voxel representation.
   - **Marching Cubes**: Apply the marching cubes algorithm to generate a surface mesh from the voxelized data.
   - **Smoothing**: Implement smoothing techniques to refine the mesh and remove any irregularities.
   - **Remeshing**: Use the remeshing feature to ensure the final mesh is watertight and optimized for further use.
3. **Output Options**: Allow users to export the processed mesh in various formats such as .stl, .obj, or .ply. Additionally, provide an option to visualize the mesh within the application itself before exporting.
4. **Advanced Features** (Optional): Consider adding advanced options like adjusting the resolution of the voxelization, choosing between different smoothing algorithms, or allowing users to specify the target number of faces for the final mesh.
5. **Testing and Validation**: Ensure the application works correctly by testing it with a variety of input files and comparing the output against expected results. Validate the watertightness and quality of the generated meshes.
6. **Documentation and Support**: Provide comprehensive documentation explaining how to use MeshMaster, including examples and best practices. Also, set up a basic support system where users can report issues or request new features.
By following these steps, you will create a powerful and user-friendly tool that demonstrates the capabilities of the 'anvil-reduce' package in generating high-quality 3D meshes from volumetric data.

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