16 essential tools that can be run as wrappers for pre-commit, primarily targeting Python and Shell. Gemini can make mistakes, so double-check it

To enhance code quality, consistency, and catch common errors early in the development cycle, integrating pre-commit hooks into your workflow is incredibly effective. For projects that heavily utilize Python and Shell scripting, like many infrastructure or automation platforms, leveraging the right tools as `pre-commit` wrappers can significantly streamline development.

Here are the first 16 essential tools that can be run as wrappers for `pre-commit`, primarily targeting **Python** and **Shell** scripting:

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### Python Specific Hooks

#### Formatters

- [ ] 1. **Black**: This uncompromising Python code formatter ensures your code adheres to a consistent style, making it highly readable and uniform across your codebase.
- [ ] 2. **Ruff (Formatter)**: An exceptionally fast Rust-powered formatter that's 100% compatible with Black. It's a fantastic choice for quickly standardizing your Python code's appearance.
- [ ] 3. **isort**: Automatically sorts your Python imports alphabetically and groups them into logical sections, cleaning up your import statements.
- [ ] 4. **autoflake**: A utility that intelligently removes unused imports and unused variables from your Python code, based on reports from Pyflakes.
- [ ] 5. **docformatter**: Formats Python docstrings to conform to PEP 257, ensuring consistent and readable documentation within your code.

#### Linters & Static Analysis

- [x] 6. **Flake8**: A versatile wrapper that combines PyFlakes (for basic syntax errors), pycodestyle (for PEP 8 compliance), and McCabe complexity checker (for code complexity).
- [ ] 7. **Ruff (Linter)**: A blazing-fast Python linter written in Rust. It can replace a multitude of other linters like Flake8, isort, pydocstyle, pyupgrade, and autoflake, offering significant speed advantages.
- [ ] 8. **Mypy**: A static type checker for Python. It helps catch type-related errors before runtime, improving code robustness and maintainability.
- [ ] 9. **Pylint**: A highly customizable and comprehensive Python linter that checks for errors, enforces coding standards, and identifies potential code smells.
- [ ] 10. **Bandit**: Focuses on security, designed to find common security issues in your Python code, helping to prevent vulnerabilities.
- [ ] 11. **Pyupgrade**: Automatically upgrades Python syntax to newer versions, such as converting older string formatting to f-strings or adding modern type hints.
- [ ] 12. **debug-statements**: Catches accidental `print()` statements, `pdb.set_trace()` calls, or `breakpoint()` calls that might be left in production code.
- [ ] 13. **check-ast**: Performs a simple check to ensure that your Python files can be parsed as valid Python code, catching basic syntax errors.

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### Shell Script Specific Hooks

- [ ] 14. **ShellCheck**: A powerful static analysis tool for shell scripts (Bash, sh, ksh). It catches common syntax errors, logical flaws, and stylistic issues, making your scripts more reliable.
- [ ] 15. **bashate**: A dedicated code style enforcement tool specifically for Bash programs, commonly used in large-scale projects to maintain consistent scripting practices.
- [ ] 16. **shfmt**: An opinionated formatter for shell scripts that automatically formats your scripts according to a consistent style, improving readability.

Bắt đầu bằng việc xem xét cấu hình pre-commit hiện có của repository và mục Flake8 đang được đánh dấu. Đánh giá các công cụ Python và Shell còn lại dưới dạng wrapper pre-commit, sau đó cập nhật cấu hình và danh sách kiểm tra để các hook được chọn được tích hợp và có thể sử dụng.

Do mô hình lập chỉ mục viết ra từ nội dung của issue.