The gulp-amd-optimizer is a Gulp plugin that analyzes AMD modules, constructs their full dependency tree, and emits each module as a separate file in topological order. It names anonymous modules based on their file paths and supports sourcemaps, but does not concatenate files itself. This tool is designed for developers using AMD modules with Gulp who need to optimize and process their module dependencies before further bundling or minification.