kou commented on issue #47075:
URL: https://github.com/apache/arrow/issues/47075#issuecomment-3063907527

   Good point.
   
   One problem when we use the `ARROW_` prefix is that `gh` (external tools) 
can't recognize it.
   
   How about accepting `ARROW_XXX` and `GH_TOKEN` in Archery (our tools)?
   
   Or how about defining other variables manually something like the following?
   
   ```shell
   . dev/release/.env
   export GH_TOKEN
   ARROW_GITHUB_TOKEN=${GH_TOKEN}
   export ARROW_GITHUB_TOKEN
   ...
   ```
   
   The current `dev/release/.env.example` uses `GH_TOKEN` but we may want to 
change it to `ARROW_XXX` when we use `ARROW_XXX` as the canonical environment 
variable name:
   
https://github.com/apache/arrow/blob/45f562aabca3ecef6ee25a10960f54671c894a37/dev/release/.env.example#L37


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