atlaslevels

v0.3.0 safe
4.0
Medium Risk

Tools for working with atlas ontologies and custom hierarchy levels.

🤖 AI Analysis

Final verdict: SAFE

The package shows minimal risk indicators such as no network calls, shell executions, or obfuscation techniques. However, the metadata risk due to the package being new and having a limited maintainer history slightly elevates the concern.

  • No network calls or shell executions detected
  • Maintainer has limited history
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 activity.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The package is new with low activity and the maintainer has limited history, raising some suspicion but not conclusive evidence of malice.

📦 Package Quality Overall: Low (4.4/10)

◈ Medium Test Suite 6.0

Partial test coverage signals detected

  • 2 test file(s) detected (e.g. test_allen_integration.py)
◈ Medium Documentation 5.0

Some documentation present

  • Detailed PyPI description (8284 chars)
○ Low Contributing Guide 4.0

No contributing guide or governance files found

  • Development Status classifier >= Beta
◈ Medium Type Annotations 5.0

Partial type annotation coverage

  • 45 type-annotated function signatures detected in source
○ Low Multiple Contributors 2.0

Single-author or unverifiable project

  • 1 unique contributor(s) across 14 commits in ingvildeb/atlaslevels
  • Single author with few commits — possibly a personal or throwaway project

🔬 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 score 2.5

Git history flags: Repository has zero stars and zero forks

  • Repository has zero stars and zero forks
⚠ Maintainer History score 4.0

2 maintainer concern(s) found

  • Only one version has ever been released — brand new package
  • Author "Ingvild" 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 atlaslevels 
Create a mini-application called 'OntologyExplorer' using Python and the 'atlaslevels' package. This application will allow users to explore and manipulate hierarchical data from various ontology sources, focusing on customizable level definitions and navigation within these hierarchies.

Steps to complete the project:
1. **Setup**: Install necessary packages including 'atlaslevels'.
2. **Data Input**: Implement functionality for users to input or select an ontology file or URL.
3. **Level Customization**: Allow users to define their own hierarchy levels based on the ontology provided.
4. **Navigation**: Develop a feature for users to navigate through the defined hierarchy levels easily.
5. **Visualization**: Create a simple graphical interface or console output to visualize the hierarchy and selected nodes.
6. **Querying**: Enable basic querying capabilities so users can search for specific terms within the ontology.
7. **Export/Save**: Add options to export or save the customized hierarchy and any changes made by the user.

Suggested Features:
- Support for multiple ontology formats (e.g., OBO, OWL).
- Intuitive UI for level customization.
- Interactive visualization of hierarchy.
- Basic statistics about the ontology structure.
- Saving session data for future use.

How 'atlaslevels' is Utilized:
- Use 'atlaslevels' to parse and manage the ontology data efficiently.
- Leverage its tools for defining and manipulating hierarchy levels according to user specifications.
- Apply its functionalities for navigating and querying the ontology hierarchy in a precise manner.

💬 Discussion Feed

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