🤖 AI Analysis

Final verdict: SUSPICIOUS

The package is flagged as suspicious due to incomplete metadata and the presence of subprocess calls with unclear context, which may pose a risk if input is not properly sanitized.

Incomplete maintainer's author information
Subprocess call detected without clear context

Per-check LLM notes

Network: No network calls detected, which is low risk.
Shell: Subprocess call detected but without clear context, indicating potential execution of external commands which could be risky depending on input control.
Obfuscation: No obfuscation patterns detected, indicating low risk.
Credentials: No credential harvesting patterns detected, indicating low risk.
Metadata: The package has no associated GitHub repository and the maintainer's author information is incomplete.

📦 Package Quality Overall: Low (3.8/10)

◈ 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 (7064 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

114 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

No suspicious network call patterns found

✓ Code Obfuscation

No obfuscation patterns detected

⚠ Shell / Subprocess Execution score 2.0

Found 1 shell execution pattern(s)

temp_path)] result = subprocess.call(cmd) if result != 0: return None

✓ 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 alloy-runtime-cli

Your task is to develop a command-line tool named 'AlloyManager' using Python, which will leverage the 'alloy-runtime-cli' package to interact with an Alloy Runtime server. This tool should provide a user-friendly interface to manage various aspects of the Alloy Runtime environment, including but not limited to starting, stopping, and monitoring Alloy applications. Here’s a detailed breakdown of the requirements for your project:

1. **Application Overview**: AlloyManager should allow users to perform essential operations on their Alloy Runtime server, such as deploying new applications, managing existing ones, and retrieving logs.
2. **Core Features**:
- **Deployment**: Users should be able to upload and deploy new Alloy applications directly from their local machine to the Alloy Runtime server.
- **Management**: Once deployed, users should have the ability to start, stop, and restart their applications via the command line.
- **Monitoring**: Implement real-time monitoring capabilities to display the status of running applications, including CPU usage, memory consumption, and network activity.
- **Logs**: Provide functionality to fetch and display logs from the Alloy Runtime server, allowing users to troubleshoot issues easily.
3. **User Interface**: Design a simple yet effective CLI interface that guides users through each operation with clear prompts and feedback messages.
4. **Integration with 'alloy-runtime-cli'**: Utilize the 'alloy-runtime-cli' package to handle all communication with the Alloy Runtime server. Ensure that your tool abstracts away complex interactions, making it easy for users to manage their applications without needing deep knowledge of the underlying system.
5. **Security Considerations**: Implement necessary security measures to ensure that only authorized users can access and modify applications on the Alloy Runtime server. This might include prompting for authentication tokens or API keys during setup.
6. **Documentation**: Write comprehensive documentation that explains how to install and use AlloyManager, including examples of common tasks and troubleshooting tips.

Your goal is to create a versatile and user-friendly tool that simplifies working with Alloy Runtime servers, making it accessible to developers of all skill levels.