The answer from Krystian is not entirely true. I do this all day everyday.
I create a variable in job1 in stage1, populate that variable, in job1, echo its contents to a text file. Save that text file in job1 in a tar file. I share that tar file in stage1 as an artifact, and make it available to all stages downstream.
The stages downstream untar that tar, cat the file, populate a new VAR with its contents, and suddenly you've shared a VAR between jobs and stages.
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