Links to files in subdirectories broken in Markdown files

In a Markdown document a link to another document in a subfolder will not work. The path to the subfolder is not properly escaped in the link.

Readme.md:
```
This is [a link](sub/file.md) to a document in a sub folder.
```

Will not properly link to file `sub/file.md`.
