Proactive Claude skill discovery and onboarding. Trigger at the start of a new session or project, when the user asks "what should I do/install/use", when no skills are installed yet, or when the user repeats a manual task 3+ times. Observe quietly, serve one precise recommendation, install on approval, and guide the user to use it immediately — in this same session. Never show a menu. Bundled with the claude-omakase MCP server.