🤖 AI Analysis

Final verdict: SAFE

The package shows low risks across all technical indicators. However, the metadata risk score is moderately high due to sparse author details and lack of community engagement.

Low risk scores in network, shell, obfuscation, and credential checks.
Moderate metadata risk due to sparse author details and low community engagement.

Per-check LLM notes

Network: No network calls detected, which is normal unless the package requires external services.
Shell: No shell execution patterns detected, indicating no direct system command execution.
Obfuscation: No obfuscation patterns detected, indicating low risk of malicious obfuscation.
Credentials: No credential harvesting patterns detected, indicating low risk of credential theft.
Metadata: The author's details are sparse and the repository lacks community engagement, raising some suspicion but not definitive proof of malice.

🔬 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

Email domain looks legitimate: gmail.com>

✓ Suspicious Page Links

All external links appear legitimate

⚠ Git Repository History score 2.5

Git history flags: Repository has zero stars and zero forks

Repository has zero stars and zero forks

⚠ 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 aa-jays-tools

Create a mini-application called 'Alliance Tracker' using the Python package 'aa-jays-tools'. This application will serve as a tool for managing and tracking members within an Alliance in a gaming context, leveraging the functionalities provided by 'aa-jays-tools'. Your task is to design an application that allows administrators to manage member roles, view detailed information about each member, and track their activity within the alliance. Here’s a step-by-step guide on what your application should accomplish:

1. **Setup**: Install the necessary packages including 'aa-jays-tools', and any other dependencies required for your application.
2. **User Authentication**: Implement a user authentication system where only authorized users (administrators) can access the application.
3. **Role Management**: Allow administrators to add, remove, and modify roles for alliance members using the role management features of 'aa-jays-tools'.
4. **Member Information**: Display detailed information about each member, such as their status, last login time, and any special permissions they have.
5. **Activity Tracking**: Integrate functionality to log and display recent activities of members within the alliance, such as joining, leaving, or changes in roles.
6. **Reporting**: Create a reporting feature that generates summaries of the current state of the alliance, including total members, active members, and any recent changes.
7. **Notifications**: Implement a simple notification system that alerts administrators when there are significant changes in the alliance, such as a new member joining or an existing one leaving.
8. **User Interface**: Develop a clean, intuitive user interface for ease of use. Consider using frameworks like Flask or Django for backend development and React for the frontend.
9. **Testing**: Ensure all features work as expected through comprehensive testing.

This application aims to streamline the management of an alliance by providing a centralized platform for all administrative tasks, enhancing efficiency and reducing manual workload.