axor-core

v0.8.0 safe
3.0
Low Risk

Provider-agnostic governance kernel for agent systems

🤖 AI Analysis

Final verdict: SAFE

The package axor-core v0.8.0 has minimal risks across network, shell, and obfuscation activities, with no indications of credential harvesting. The metadata risk is slightly elevated due to incomplete author information.

  • Minimal risk in network, shell, and obfuscation activities.
  • Incomplete author information suggests potential novice maintenance.
Per-check LLM notes
  • Network: No network calls suggest the package is not engaging in unexpected external communications.
  • Shell: No shell execution patterns indicate the package does not execute system commands directly.
  • Obfuscation: No obfuscation patterns detected, indicating low risk of malicious activity.
  • Credentials: No credential harvesting patterns detected, suggesting no immediate threat to secrets or credentials.
  • Metadata: The author information is incomplete, suggesting a potentially less experienced maintainer.

📦 Package Quality Overall: Medium (5.2/10)

◈ Medium Test Suite 6.0

Partial test coverage signals detected

  • Test runner config found: pyproject.toml
◈ Medium Documentation 5.0

Some documentation present

  • Detailed PyPI description (15416 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

  • 196 type-annotated function signatures detected in source
✦ High Multiple Contributors 8.0

Active multi-contributor project

  • 3 unique contributor(s) across 42 commits in Bucha11/axor-core
  • Small but multi-author team (3–4 contributors)

🔬 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

Repository Bucha11/axor-core appears legitimate

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 axor-core
Create a fully-functional mini-application named 'AgentOrchestrator' that leverages the 'axor-core' Python package to demonstrate its capabilities in managing a simple agent system. This application will serve as a provider-agnostic governance platform, allowing users to define, manage, and interact with multiple agents across different environments without being tied to any specific technology stack.

**Application Requirements:**
1. **Agent Registration:** Users should be able to register new agents with unique identifiers and basic metadata such as name, type, and environment.
2. **Agent Management:** Implement functionalities to start, stop, and query the status of registered agents.
3. **Policy Enforcement:** Integrate policy enforcement rules using 'axor-core' to ensure that all interactions with agents adhere to defined governance policies (e.g., rate limiting, access control).
4. **Logging & Monitoring:** Utilize 'axor-core' to log all agent interactions and provide real-time monitoring capabilities for system administrators.
5. **Scalability:** Design the application to support horizontal scaling, allowing it to handle increasing numbers of agents and interactions efficiently.
6. **Provider-Agnostic:** Ensure that the application can work seamlessly with various backend providers (e.g., AWS Lambda, Azure Functions, Google Cloud Functions) without requiring changes to the agent management logic.

**Suggested Features:**
- User-friendly CLI interface for interacting with the application.
- Web-based dashboard for visualizing agent statuses and logs.
- Integration with popular logging services like Splunk or ELK Stack for centralized logging.
- Support for custom plugins to extend functionality.
- Detailed documentation and examples to facilitate easy adoption.

**Utilization of 'axor-core':**
- Use 'axor-core' to define and enforce governance policies on agent interactions.
- Leverage 'axor-core's provider-agnostic architecture to manage agents across different cloud platforms.
- Employ 'axor-core' for logging and monitoring purposes to ensure comprehensive visibility into the agent system's operations.
- Implement 'axor-core's built-in mechanisms for handling agent lifecycle events (start, stop, etc.) to streamline management tasks.

This project aims to showcase the versatility and power of 'axor-core' in building scalable, secure, and efficient agent management systems.

💬 Discussion Feed

Leave a comment

No discussion yet. Be the first to share your thoughts!