AI Analysis
Final verdict: SAFE
The package Ambrosia v0.5.2 exhibits very low risks across all categories assessed. There is no indication of malicious behavior.
- No network calls or shell executions detected.
- No signs of code obfuscation or credential harvesting.
Per-check LLM notes
- Network: No network calls detected, which is normal if the package does not require external communications.
- Shell: No shell execution detected, indicating the package does not execute system commands, which is typical unless it's designed to interact with the OS.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The maintainer has only one package, suggesting a new or less active account, which may warrant further investigation but does not strongly indicate 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
Email domain looks legitimate: gmail.com
Suspicious Page Links
All external links appear legitimate
Git Repository History
Repository MobileTeleSystems/Ambrosia appears legitimate
Maintainer History
score 2.0
1 maintainer concern(s) found
Author "Aslan Bayramkulov" 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 Ambrosia
Create a web-based A/B testing tool using the 'Ambrosia' Python package and Flask framework. This tool will allow users to design and manage their own A/B tests, view real-time results, and make data-driven decisions about which version of their content performs better. The application should include the following features: 1. User registration and login system. 2. Dashboard to create new A/B tests with customizable parameters such as test name, start/end dates, variations to test, and metrics to track. 3. Real-time tracking of test performance through graphs and charts, updated every minute. 4. Detailed analytics page showing conversion rates, click-through rates, and other relevant metrics for each variation. 5. Ability to pause and resume tests. 6. Email notifications when a test reaches statistical significance. 7. Integration with Google Analytics or another third-party analytics service for deeper insights. 8. Admin panel for managing user accounts and viewing overall site performance across all tests. Utilize the 'Ambrosia' package to handle the core functionalities related to A/B testing, such as calculating statistical significance, managing test variations, and storing test data efficiently. Ensure the application is user-friendly, responsive, and visually appealing.