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>markdown -> HTML/CSS -> python templating (Jinja or something) -> PDF/HTML

Uh...

maybe thats why they just want markdown -> PDF/HTML

Well, but you don't have `markdown -> PDF/HTML`

Also, if you don't need the python bits, you just skip Python :)