KnowDemo is a framework for generating robot demonstrations from human videos by leveraging structured manipulation knowledge. It uses a vision-language model to extract task conditions, demonstration references, and permissible execution variations, then translates this knowledge into executable demonstrations through motion planning and simulation. This approach improves behavioral diversity and demonstration generation efficiency.