clean-code

To apply language-specific coding conventions to a mixed-language repository, you can point the skill at your project directory to auto-detect languages and surface appropriate style rules for each file, such as snake_case for Python or camelCase for JavaScript.

This code style guide does not override existing conventions in your project. It validates and respects your current standards before suggesting changes, only proposing modifications when necessary to align with language-specific norms.

To enforce style rules during a code refactor across multiple languages, the skill detects the project language per file and suggests appropriate naming, file structure, and style guidelines, enabling consistent refactoring across Python, JavaScript, Go, Java, and Ruby.

Coding standards for Go and Python projects apply language-appropriate conventions automatically, such as using PascalCase for exported Go items and snake_case for Python variables, ensuring alignment with established language-specific style rules.

You do not need external dependencies to automate codebase alignment with language conventions. The skill requires no tools beyond standard project tooling to detect languages and suggest applicable style rules.

You should use an automated language detection tool for code reviews when working with mixed-language repositories, as it validates existing conventions and provides per-file style guidelines without imposing opinionated rules across different languages.