skills-manage is a desktop application built with Tauri (React frontend, Rust backend) that provides a unified interface for managing AI coding agent skills across multiple platforms. It follows the Agent Skills open pattern using a central ~/.agents/skills/ directory as the canonical source, with symlink-based installation to individual platforms. The app supports browsing marketplace skills, importing from GitHub repositories, organizing skills into collections, and generating AI explanations for skill content. It integrates discovery scanning for project-level skill libraries and provides fast search with deferred queries and virtualization for large skill collections.