AI Analysis
The package exhibits moderate risk due to potential shell injection vulnerabilities and suspicious metadata. Further investigation is recommended.
- High shell risk due to subprocess execution
- Suspicious metadata and author history
Per-check LLM notes
- Network: The network call pattern is typical for making HTTP requests and does not inherently indicate malicious behavior.
- Shell: Subprocess execution can be risky if not properly sanitized or controlled, potentially leading to command injection vulnerabilities.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The package has suspicious links and an author with minimal history, raising concerns.
Package Quality Overall: Medium (5.4/10)
Partial test coverage signals detected
Test runner config found: pyproject.toml
Some documentation present
Detailed PyPI description (3136 chars)
No contributing guide or governance files found
Development Status classifier >= Beta
Partial type annotation coverage
Classifier: Typing :: Typed459 type-annotated function signatures detected in source
Limited contributor diversity
1 unique contributor(s) across 100 commits in Lumos-Labs-HQ/AstraapiSingle author but highly active (100 commits)
Heuristic Checks
Found 2 network call pattern(s)
self._client = httpx.Client(base_url=self._base_url, headers=_headers, **kw)') self._client = httpx.Client(base_url=self._base_url, headers=_headers, **kw) async
No obfuscation patterns detected
Found 3 shell execution pattern(s)
t=10", ): subprocess.run(_cmd.split(), capture_output=True, timeout=2) except ExcV: str(worker_id)} return subprocess.Popen( [sys.executable] + sys.argv, env=env, creat_NEW_PROCESS_GROUP return subprocess.Popen(args, **kwargs) def _signal_worker(process: subprocess.Pop
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: gmail.com>
Found 1 suspicious link(s) on the package page
Non-HTTPS external link: http://127.0.0.1:8000
Git history flags: Repository has zero stars and zero forks
Repository has zero stars and zero forks
2 maintainer concern(s) found
Author name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Create a real-time stock price tracker using the AstraAPI framework. This mini-app will allow users to input stock symbols and display real-time stock prices from a reliable financial data source such as Yahoo Finance API. The application should also include additional features like historical price charts, alerts for significant price changes, and user authentication for personalized dashboards. Utilize the AstraAPI framework's capabilities to ensure the app is performant, easy to develop, and production-ready. Steps: 1. Set up your development environment with Python and install the required packages including AstraAPI and any necessary libraries for web scraping or API consumption. 2. Design the database schema to store user information and stock tracking preferences efficiently. 3. Implement user authentication functionality allowing users to sign up, log in, and manage their accounts securely. 4. Develop a feature to fetch real-time stock prices from a chosen financial data provider using APIs or web scraping techniques. 5. Create a dashboard where users can view their tracked stocks' current prices and historical price charts. 6. Add alert functionality so users can receive notifications when the price of a stock they are tracking crosses a certain threshold. 7. Ensure the application is responsive and provides a seamless user experience on both desktop and mobile devices. 8. Test the application thoroughly to ensure all features work as expected under various conditions. 9. Deploy the application to a hosting service that supports Python applications and databases. Utilize AstraAPI's high-performance capabilities to handle concurrent user requests efficiently and its ease-of-use features to streamline the development process.
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