vue-style-loader is a Webpack loader specifically designed for Vue.js single-file components. It injects CSS into the document during runtime using <style> tags, enabling hot-reloading and dynamic styling updates without full page refreshes. It also manages scoped CSS, preventing style conflicts between components. This loader is generally paired with css-loader and vue-loader to effectively manage and inject component-specific styles for a seamless development experience.