AI Analysis
The package appears to be safe with no detected network calls, shell executions, obfuscations, or credential risks. The metadata risk is slightly elevated due to low-effort indicators and lack of a GitHub repository, but this does not strongly suggest malicious activity.
- No network calls or shell executions detected
- Lack of GitHub repository noted
Per-check LLM notes
- Network: No network calls detected, which is normal unless the package requires network interactions.
- Shell: No shell execution patterns detected, indicating no immediate signs of executing external commands.
- Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent.
- Credentials: No credential harvesting patterns detected, indicating low risk of secret theft.
- Metadata: The package shows some low-effort indicators and lacks a GitHub repository, but there's no direct evidence of malice.
Package Quality Overall: Low (3.8/10)
Partial test coverage signals detected
Test runner config found: pyproject.toml
Some documentation present
Detailed PyPI description (8999 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
53 type-annotated function signatures detected in source
Unable to verify contributor count: no GitHub repository found
No GitHub repository linked — contributor count unavailable
Heuristic Checks
No suspicious network call patterns found
No obfuscation patterns detected
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
No author email provided
All external links appear legitimate
No GitHub repository linked
No GitHub repository link found
2 maintainer concern(s) found
Author "Allen Institute for Artificial Intelligence" appears to have only 1 package on PyPI (new or inactive account)Package has no PyPI classifiers (low effort / metadata quality)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Create a Python-based educational tool called 'CodePlayground' that leverages the 'asta-sandbox' package to provide a secure environment for users to experiment with different programming languages and snippets of code. This application will allow users to input code, select a language, and execute it within a sandboxed environment to see the output without risking their local machine's security. Here are the key features and steps to develop this application: 1. **Setup Environment**: Begin by setting up a Python virtual environment and installing the 'asta-sandbox' package along with other necessary dependencies like Flask for web framework and Pygments for syntax highlighting. 2. **Design User Interface**: Develop a simple yet intuitive web interface using HTML, CSS, and JavaScript. Ensure the design is responsive and user-friendly. 3. **Backend Development**: Utilize Flask to create the backend server. Implement routes for handling code submission, language selection, and code execution requests. 4. **Sandbox Execution**: Integrate 'asta-sandbox' to safely execute user-submitted code within isolated containers. Configure the sandbox to support multiple programming languages such as Python, JavaScript, and Bash. 5. **Output Display**: Capture the output from the executed code and display it back to the user in a clean manner. Handle errors gracefully and provide meaningful error messages. 6. **Syntax Highlighting**: Use Pygments to highlight the code syntax based on the selected language, enhancing readability and user experience. 7. **Testing & Security**: Rigorously test the application to ensure it works as expected and is secure against common vulnerabilities like code injection. Verify that the sandbox effectively isolates each execution. 8. **Deployment**: Once development is complete, deploy the application on a platform like Heroku or AWS so it can be accessed over the internet. This project aims to provide a safe and engaging way for learners and developers to practice coding skills without the risk of harming their systems.
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