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The PDF Manipulation toolkit for Claude Code provides a comprehensive environment for handling complex PDF operations within a development workflow. It enables developers to automate document processing through specialized Python libraries like pypdf and pdfplumber, generate professional reports using reportlab, and perform batch operations with powerful command-line utilities. Whether you are extracting structured data from financial statements, programmatically filling out forms, or merging multi-page documents, this skill provides the implementation patterns and best practices needed for reliable PDF management at scale.