What problem does it solve? Users often don't know which Claude Code skill fits their task, leading to wasted time browsing catalogs or picking the wrong tool. This Skill acts as an intelligent entry point that interprets requests and routes them to the right skill. ## Core Features & Use Cases - Intent Analysis & Matching: Parses user requests for task type, context, and complexity, then matches them against a catalog of skills using keywords and semantic similarity. - Interactive Clarification: Asks targeted questions when requests are ambiguous, narrowing down goals, domains, and project stages before recommending. - Multi-Skill Orchestration: Suggests sequences of skills for complex workflows, such as api-designer → api-documenter → test-automator for a new API project. - Use Case: A user says "I'm building a new API from scratch" and receives a staged recommendation of design, documentation, testing, and review skills with confidence levels. ## Quick Start Ask which skill should be used for your current task and describe what you are trying to accomplish.