AI Analysis
The package 'ask-shell' presents minimal risks with no network calls, obfuscation, or credential harvesting. The moderate shell execution risk is mitigated by the absence of other red flags.
- No network calls detected
- Low obfuscation risk
- No credential harvesting detected
Per-check LLM notes
- Network: No network calls detected, which is typical and not suspicious.
- Shell: Detection of shell execution suggests potential for executing arbitrary commands, which could be used maliciously if not properly controlled.
- Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent related to code obfuscation.
- Credentials: No credential harvesting patterns detected, suggesting no immediate risk of secret or sensitive information being stolen.
- Metadata: The author's information is incomplete and the maintainer has only one package, which may indicate a less experienced or potentially suspicious account.
Package Quality Overall: Low (4.8/10)
Test suite present β 1 test file(s) found
Test runner config found: pyproject.toml1 test file(s) detected (e.g. test_docs.py)
Some documentation present
Detailed PyPI description (2187 chars)
No contributing guide or governance files found
Development Status classifier >= Beta
Partial type annotation coverage
132 type-annotated function signatures detected in source
Unable to verify contributor count: no GitHub repository found
No GitHub repository linked β contributor count unavailable
Heuristic Checks
No suspicious network call patterns found
No obfuscation patterns detected
Found 2 shell execution pattern(s)
g.popen_kwargs ) with subprocess.Popen(config.shell_input, shell=True, **kwargs) as proc: # type:ess.Popen(config.shell_input, shell=True, **kwargs) as proc: # type: ignore queue.put_nowai
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: gmail.com>
All external links appear legitimate
No GitHub repository linked
No GitHub repository link found
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 command-line utility named 'ShellHelper' using the Python package 'ask-shell'. This utility will serve as a personal assistant for developers, providing interactive shell commands, prompt-based configurations, and automated workflows. Hereβs a step-by-step guide on how to implement it: 1. **Project Setup**: Initialize a new Python project and install 'ask-shell' along with any other necessary packages. 2. **Core Functionality**: Implement a feature that allows users to input shell commands directly from the CLI. Use 'ask-shell' to handle these commands and display their outputs. 3. **Interactive Prompt**: Design an interactive prompt that asks users if they need help with specific tasks such as code formatting, running tests, or managing virtual environments. Use 'ask-shell' to manage these interactions and provide appropriate responses. 4. **Automated Workflows**: Create predefined workflows for common development tasks. For example, a workflow to set up a new Python project including virtual environment creation, package installation, and basic file structure setup. Use 'ask-shell' to execute these workflows step-by-step, ensuring each step is tested and confirmed before moving to the next. 5. **Customization Options**: Allow users to customize the behavior of 'ShellHelper' through configuration files. Use 'ask-shell' to read these configurations and apply them during runtime. 6. **Testing and Validation**: Ensure all functionalities are thoroughly tested. Use 'ask-shell' to simulate user inputs and validate the outputs against expected results. 7. **Documentation**: Provide clear documentation on how to use 'ShellHelper', including examples of how to run shell commands, customize workflows, and troubleshoot common issues. Use 'ask-shell' to streamline the process of building 'ShellHelper', leveraging its capabilities for handling prompts, executing shell commands, and ensuring that the workflows are testable and reliable.
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