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This skill empowers developers and data scientists to programmatically create high-quality, publication-ready PDF reports directly from their coding environment. By leveraging the robust reportlab library, it allows for the seamless integration of analysis summaries, complex data tables, and matplotlib visualizations into a single, cohesive document. It is designed to work across all major LLM providers and executes locally, ensuring data privacy and environment compatibility for tasks such as automated QC reporting, research documentation, and analytical summaries.