What should I select from the drop-down to convert published post to markdown ?
You should add the HTML source code from your posts.
But this is just Pandoc’s online demo, it’s not very different from Clipboard2markdown I mentioned before.
To convert all posts at once you will need to install it on your computer.
Take a look here