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This skill provides a systematic framework for transcribing text-based interactions captured in video format, such as terminal sessions or retro adventure games. It guides users through the entire lifecycle of data extraction, from strategic frame sampling with FFmpeg and image optimization using OpenCV to robust command parsing with regular expressions. By emphasizing temporal deduplication and domain-specific validation, it ensures high-quality data capture while avoiding common pitfalls like global deduplication or poor OCR accuracy.