🤖 AI Analysis

Final verdict: SAFE

The package shows minimal risks in terms of network usage, shell execution, obfuscation, and credential management. However, the low metadata score suggests the maintainer might be less active or experienced.

Low network and shell execution risks
Maintainer has only one package and lacks detailed metadata

Per-check LLM notes

Network: No network calls detected, which is normal unless the package requires external services.
Shell: No shell execution detected, indicating no direct system command invocation.
Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent.
Credentials: No credential harvesting patterns detected, indicating secure handling of sensitive information.
Metadata: The maintainer has only one package and lacks PyPI classifiers, suggesting low activity or effort.

🔬 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 Proact0/act-operator appears legitimate

⚠ Maintainer History score 4.0

2 maintainer concern(s) found

Author "Joongheon Park" appears to have only 1 package on PyPI (new or inactive account)
Package has no PyPI classifiers (low effort / metadata quality)

✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with act-operator

Create a mini-application named 'ActBlueprintGenerator' using the Python package 'act-operator'. This application will serve as a user-friendly interface to bootstrap Act - AX Template blueprints, leveraging the power of LangGraph. Your task is to develop an application that allows users to easily create, manage, and execute templates for various scenarios such as project management, personal productivity, and more. Here's a detailed guide on what your application should include:

1. **User Interface**: Design a simple yet intuitive command-line interface (CLI) where users can interact with the application.
2. **Template Management**: Enable users to browse, select, and customize available Act - AX Templates. Each template should have a unique identifier and description.
3. **Customization Options**: Allow users to modify parameters within selected templates to fit their specific needs. For example, setting deadlines, assigning tasks, etc.
4. **Execution & Monitoring**: Provide functionality for executing the customized templates and monitor their progress. Users should be able to see updates in real-time if applicable.
5. **Export & Import**: Implement options for exporting templates to a file format like JSON or YAML for easy sharing or importing existing templates into the system.
6. **Help & Documentation**: Ensure there's a help menu that provides guidance on how to use each feature and access comprehensive documentation online.

To achieve these functionalities, you'll heavily rely on the 'act-operator' package for its core operations such as initializing templates, handling interactions with LangGraph, and managing the execution environment. Your goal is to make 'ActBlueprintGenerator' a versatile tool that simplifies the process of utilizing Act - AX Templates for both beginners and experienced users alike.