How to generate a Dockerfile from an image?

Is it possible to generate a Dockerfile from an image? I want to know for two reasons:

  1. I can download images from the repository but would like to see the recipe that generated them.

  2. I like the idea of saving snapshots, but once I am done it would be nice to have a structured format to review what was done.

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