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A comprehensive Python tool for extracting, processing, and analyzing RPG scenarios from the Era of the Imperial Republic (EOTIR) forums. Features automated web scraping, NLP-powered content analysis, character extraction, timeline generation, and LLM dataset preparation with an interactive HTML dashboard.