We use the following code formatters to maintain consistent coding styles across different programming languages. These tools automatically format source code without changing its behavior.

Black is an opinionated Python code formatter with minimal configuration.

Install:

pip install black

Format:

black script.py

Check without modifying:

black --check script.py

Air is a fast R code formatter written in Rust and developed by Posit.

Install:

pip install air-formatter

Format:

air format script.R

Check without modifying:

air format --check script.R

shfmt formats POSIX shell, Bash, and other supported shell scripts.

Install:

go install mvdan.cc/sh/v3/cmd/shfmt@latest

Format:

shfmt -w script.sh

Check without modifying (list files needing formatting):

shfmt -l script.sh

clang-format automatically formats C, C++, and related languages. Formatting rules can be configured using a .clang-format file.

Install:

pip install clang-format

Format:

clang-format -i source.c

Check without modifying:

clang-format --dry-run --Werror source.c

Prettier is an opinionated formatter for JavaScript, TypeScript, JSON, HTML, CSS, and other web languages.

Install:

npm config set prefix ~/.local
npm install -g prettier

Format:

prettier --write script.js

Check without modifying:

prettier --check script.js

• Formatters should be run before committing changes.
• Use the default formatting rules unless project-specific requirements justify configuration.
• Ensure that user-installed executable directories, such as ~/.local/bin, are included in PATH.
• Formatting checks can also be integrated into CI workflows.