airoles

v0.6.2 suspicious
5.0
Medium Risk

AI Constitution layer — model-agnostic Role/Policy, audit, and CRUD disclosure for any executor

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package exhibits moderate risk due to missing author details and a lack of a GitHub repository, raising concerns about its origin and maintainership.

  • missing author details
  • lack of a GitHub repository
Per-check LLM notes
  • Network: The observed network calls suggest the package performs HTTP requests which could be legitimate for fetching data or sending information.
  • Shell: No shell execution patterns were detected.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The package has some red flags such as missing author details and a lack of a GitHub repository, but no clear signs of typosquatting or malicious intent.

📦 Package Quality Overall: Low (3.8/10)

◈ Medium Test Suite 6.0

Partial test coverage signals detected

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

Some documentation present

  • Detailed PyPI description (818 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

  • 204 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 7.5

Found 5 network call pattern(s)

  • encode("utf-8") req = urllib.request.Request( self.url, data=body,
  • try: with urllib.request.urlopen(req, timeout=self.timeout) as resp:
  • dy).encode("utf-8") req = urllib.request.Request( url, data=data, headers={**
  • , ) try: with urllib.request.urlopen(req, timeout=timeout) as resp: return js
  • encode("utf-8") req = urllib.request.Request( url, data=data,
✓ 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

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 airoles 
Create a mini-application called 'RoleGuard' that leverages the 'airoles' package to manage access control and auditing for a simple file management system. This application will allow users to create, read, update, and delete files, while also managing user roles and permissions in a model-agnostic way. The goal is to demonstrate how 'airoles' can be integrated into a real-world application to enhance security and compliance.

### Features:
1. **User Management:** Users can register, login, and logout.
2. **File Management:** Users can upload files, view their own files, and delete their own files.
3. **Role Management:** Admins can create roles and assign them to users. Roles define permissions such as read, write, or delete access.
4. **Audit Log:** All actions performed by users, including file operations and role changes, are logged for auditing purposes.
5. **CRUD Disclosure:** Detailed logs of which data was accessed, updated, or deleted, ensuring transparency and accountability.

### Steps to Build the Application:
1. **Setup Project Structure:** Initialize a new Python project and install necessary packages, including 'airoles'.
2. **Implement User Authentication:** Use Flask-Security or similar to handle user registration and authentication.
3. **Integrate 'airoles':** Configure 'airoles' to define roles and policies. Ensure that roles are linked to users and that these roles dictate what actions a user can perform on files.
4. **Develop File Operations:** Create routes for uploading, viewing, and deleting files. Use 'airoles' to enforce role-based access control over these operations.
5. **Audit and Logging:** Implement logging for all user actions and ensure that 'airoles' is utilized to track which data was accessed or modified.
6. **Testing:** Test the application thoroughly to ensure that access controls work as expected and that audit logs are accurate and comprehensive.

### Utilizing 'airoles':
- Define roles like 'admin', 'editor', and 'viewer' with appropriate permissions.
- Use 'airoles' to apply these roles to specific users.
- Leverage 'airoles' to enforce access rules when users attempt to perform file operations.
- Utilize 'airoles' for maintaining a detailed log of all actions, focusing especially on CRUD operations and policy changes.

This project aims to showcase the power of 'airoles' in managing complex access control scenarios and providing robust auditing capabilities.