🤖 AI Analysis

Final verdict: SUSPICIOUS

The package exhibits a moderate risk level primarily due to the metadata issues, including the absence of a GitHub repository and limited author history, despite showing no direct signs of malicious activity.

Metadata risk due to lack of GitHub repository
Author has limited history

Per-check LLM notes

Network: No network calls detected, which is normal unless the package's functionality requires external communications.
Shell: No shell execution patterns detected, indicating no immediate risk of unauthorized system command execution.
Obfuscation: No obfuscation patterns detected, suggesting low risk of malicious intent.
Credentials: No credential harvesting patterns detected, indicating low risk of secret theft.
Metadata: The package shows some red flags due to the lack of a GitHub repository and an author with limited history, but no concrete evidence of malicious intent.

🔬 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 score 3.0

Suspicious email domain flags: Very short email domain: qq.com

Very short email domain: qq.com

✓ 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

Only one version has ever been released — brand new package
Author "LiuWei" 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 SecsGemPro

Create a fully-functional mini-app named 'GemstoneAnalyzer' using the Python package 'SecsGemPro'. This app will serve as a tool for gemstone enthusiasts and professionals to analyze and manage their gemstone collections. The primary goal of the GemstoneAnalyzer is to provide users with detailed information about gemstones based on input parameters and to facilitate the management of a personal gemstone database.

### Core Features:
1. **Gemstone Identification**: Users can input basic physical properties of a gemstone such as color, refractive index, specific gravity, etc., and the app will use 'SecsGemPro' to identify the most probable type of gemstone.
2. **Database Management**: Implement a feature where users can add, edit, delete, and search for gemstones in their collection. Each entry should include detailed information like the gemstone name, origin, cut, carat weight, etc.
3. **Analysis Tools**: Provide tools for analyzing gemstone value based on factors like rarity, quality, and market trends. Use 'SecsGemPro' to fetch up-to-date data from reliable sources.
4. **Visualization**: Include a visualization component that allows users to see statistical representations of their gemstone collection, such as pie charts showing the distribution of different types of gemstones, or graphs showing the increase in value over time.
5. **User Interface**: Design an intuitive and user-friendly interface using a Python GUI framework like PyQt or Tkinter. Ensure that the UI is responsive and visually appealing.

### Utilizing 'SecsGemPro':
- Use 'SecsGemPro' to handle the gemstone identification process by leveraging its capabilities to compare input parameters against known gemstone characteristics.
- Integrate 'SecsGemPro' to access real-time data for analysis tools, ensuring that the app provides accurate and current information.
- Explore other functionalities within 'SecsGemPro' that could enhance the gemstone analysis and identification processes.

### Additional Suggestions:
- Implement a feature for sharing gemstone information with other users via social media platforms.
- Allow users to set reminders for gemstone maintenance and care.
- Develop an educational section where users can learn about different gemstone types, care tips, and industry news.

Your task is to design and implement this mini-app from scratch, focusing on integrating 'SecsGemPro' effectively and ensuring that the app is both functional and user-friendly.