🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows minimal direct security risks but lacks a public git repository, raising concerns about its provenance and maintainability.

No network calls or shell executions detected.
Single author account with no associated public git repository.

Per-check LLM notes

Network: No network calls were detected, which is normal unless the package requires network functionality.
Shell: No shell execution was detected, indicating there's no immediate risk of unauthorized system command execution.
Obfuscation: No obfuscation patterns detected, indicating low risk.
Credentials: No credential harvesting patterns detected, indicating low risk.
Metadata: The package has a single author account and the git repository is not found, which raises some suspicion but does not conclusively indicate malicious activity.

🔬 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 score 3.0

Repository not found (deleted or private)

Repository not found (deleted or private)

⚠ Maintainer History score 2.0

1 maintainer concern(s) found

Author "The AgentForge Authors" 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 agentforge-core

Create a fully functional mini-application that leverages the 'agentforge-core' package to manage and execute simple tasks through an agentic framework. Your app will act as a personal task manager that can receive user commands to create, update, delete, and retrieve tasks. Additionally, it should support scheduling tasks based on specific times or dates. Here’s a detailed breakdown of the requirements:

1. **Task Management**: Implement functionalities to add new tasks, mark tasks as completed, update existing tasks, and delete tasks.
2. **Scheduling Tasks**: Allow users to schedule tasks for specific dates and times. Ensure that these scheduled tasks are stored and can be retrieved based on their scheduled date and time.
3. **Agentic Framework Integration**: Utilize the 'agentforge-core' package to define the core structures and behaviors required for task management. This includes using the provided ABCs (Abstract Base Classes) and value types from 'agentforge-core' to ensure consistency and stability in your application.
4. **User Interface**: Develop a simple command-line interface (CLI) where users can interact with the task manager. The CLI should provide clear prompts and feedback to the user.
5. **Persistence**: Implement a mechanism to persist tasks and their schedules across sessions. Use a local file or database to store task data.
6. **Notifications**: Add a feature that notifies users when a scheduled task is about to occur or has occurred. Notifications can be simple print statements or more sophisticated depending on your implementation.
7. **Testing**: Write unit tests to ensure all functionalities work as expected.

Your goal is to demonstrate how 'agentforge-core' can be effectively integrated into a real-world application to enhance its capabilities and maintainability. Focus on clarity, efficiency, and adherence to best practices.