Claude Automation Recommender analyzes codebase patterns to recommend tailored Claude Code automations across hooks, subagents, skills, plugins, and MCP servers. It inspects project files, identifies languages, frameworks, and dependencies, and surfaces the top high-value automation options for the specific project. Reach for it when the user asks for automation recommendations, wants to optimize their setup, or needs guidance on configuring Claude Code features.