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

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