AI Analysis
Final verdict: SAFE
The package shows no signs of malicious behavior or unusual activity. It does not engage in any network calls, shell executions, or obfuscation techniques that could indicate a supply-chain attack.
- No network calls detected.
- No shell execution detected.
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 immediate risk from command execution.
- Obfuscation: No obfuscation patterns detected, indicating low risk of malicious obfuscation.
- Credentials: No credential harvesting patterns detected, suggesting no immediate risk of secret theft.
Package Quality Overall: Low (3.8/10)
○ Low
Test Suite
1.0
No test suite detected
No test files or test-runner configuration detected
◈ Medium
Documentation
5.0
Some documentation present
Detailed PyPI description (1618 chars)
○ Low
Contributing Guide
2.0
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
◈ Medium
Type Annotations
5.0
Partial type annotation coverage
64 type-annotated function signatures detected in source
◈ Medium
Multiple Contributors
6.0
Limited contributor diversity
2 unique contributor(s) across 42 commits in mihailinl/AstraPluginsTwo distinct contributors found
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 2.5
Git history flags: Repository has zero stars and zero forks
Repository has zero stars and zero forks
Maintainer History
score 6.0
3 maintainer concern(s) found
Author name is missing or very shortAuthor "" 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 astra-plugin-sdk
Your task is to develop a mini-application that integrates with Astra through the 'astra-plugin-sdk' Python package. This application will serve as a plugin for managing user data within an Astra database. The goal is to create a tool that allows users to easily add, update, delete, and retrieve information about other users stored in the database. Here’s a detailed breakdown of what your application should accomplish: 1. **Setup**: Start by installing the 'astra-plugin-sdk' package and setting up the necessary configurations to connect to your Astra database instance. Ensure you have the correct credentials and database details ready. 2. **User Management**: Implement functionalities to manage user data. Users should be able to perform CRUD operations (Create, Read, Update, Delete) on user records within the database. Each user record should include basic information such as username, email, and a unique identifier. 3. **Authentication**: Integrate a simple authentication mechanism where users must log in before performing any actions. This can be done using a predefined set of usernames and passwords or by integrating with an existing authentication service. 4. **Data Validation**: Ensure all inputs are validated before being processed or saved to the database. For example, check if emails are in the correct format and if usernames are unique. 5. **Error Handling**: Implement robust error handling to provide meaningful feedback to the user in case of errors, such as incorrect login credentials or duplicate entries. 6. **Security Considerations**: Discuss and implement at least one security feature related to protecting user data, such as hashing passwords or securing API endpoints. 7. **Documentation**: Provide clear documentation on how to install, configure, and use the application. Include examples of how to interact with the application programmatically. 8. **Testing**: Write tests to ensure that all functionalities work as expected. This includes unit tests for individual functions and integration tests to verify the application works correctly with the database. This project aims to showcase your ability to utilize the 'astra-plugin-sdk' package effectively while demonstrating best practices in software development, including proper error handling, data validation, and security considerations.
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