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The rise of online chess has been accompanied by a parallel increase in the development of chess engines and automation tools. "ChessBotX" represents a class of software known as "assistive bots." Unlike standalone engines (like Stockfish or Leela Chess Zero), these tools utilize computer vision and input simulation to interact directly with the graphical user interface (GUI) of chess websites (e.g., Chess.com, Lichess). "ChessBotX" represents a class of software known as