Markdown files are rendered as their raw contents: https://preview.hex.pm/preview/ecto/3.5.6/README.md
Seeing the raw contents is helpful for review, but it may also be worthwhile to expose the option of switching to a preview of the rendered output. There's not currently any UI allowances for options like this, which is likely the main blocker for making progress on this feature.