In implementations of content-adaptive guided tutorial generation, a computing device implements a guided tutorial generation module of an image-editing application that generates a content-adaptive guided tutorial based on input content. The content-adaptive guided tutorial provides instructions on how to interact with image-editing controls of the image-editing application, where the editing controls are selectable to initiate modifications to input parameters of the input content. The guided tutorial generation module receives the input content, and creates copy content that replicates content parameters of the input content as modifiable content parameters. The guided tutorial generation module can compute adjustment values for the modifiable content parameters that are selectable to initiate alterations to the copy content, and generates the content-adaptive guided tutorial to indicate how to interact with the editing controls to alter the content parameters based on the adjustment values to produce altered output content.
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