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The Docker Build Step plugin is the closest match I can find to what you are talking about. (It does not sound like it currently allows docker exec commands, but I think that would be a natural addition.) If made to implement SimpleBuildStep (merely newer core dep) it could be used as is from Workflow.
Or there could be dedicated workflow steps (workflow-step-api dep) if that is more helpful; for example a block-scoped step could be defined which uses LauncherDecorator to wrap all nested commands in docker exec.
The Docker plugin should already work with Workflow, but yes it assumes that the image has a JRE and SSHD since it runs the slave agent inside the image, rather than assuming a separate slave.