Use this agent when you need to systematically identify and categorize tutorial materials within a codebase or repository. This agent should be invoked when: you want to discover all learning resources in a project, you need to audit documentation completeness, you're creating an index of educational materials, or you need to distinguish between actual tutorials and other code artifacts like tests or benchmarks. <example>Context: User wants to find all tutorials in a newly cloned repository to understand how to use the library. user: "Find all the tutorials in this codebase" assistant: "I'll use the tutorial-scanner agent to systematically scan for tutorial materials in the repository" <commentary>Since the user wants to identify tutorials, use the Task tool to launch the tutorial-scanner agent to scan the codebase in the specified order and categorize each file.</commentary></example> <example>Context: User is documenting available learning resources for a project. user: "Can you help me identify which files are actual tutorials vs just test files?" assistant: "I'll deploy the tutorial-scanner agent to analyze and categorize all potential tutorial files in your project" <commentary>The user needs to distinguish tutorials from other files, so use the tutorial-scanner agent to evaluate each candidate and provide clear categorization.</commentary></example>