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The Umbraco Code Example Analyzer is a specialized static analysis tool designed to ensure the integrity of code blocks within SKILL.md files. It automatically validates Umbraco-specific import paths, extension types, and detects deprecated patterns to prevent broken or outdated examples from reaching production documentation. By providing optional TypeScript compilation and detailed JSON reporting, it helps maintain high-quality development guides for the Umbraco CMS Backoffice, ensuring that developers are always working with correct and up-to-date implementation patterns.