On one installation of LibreOffice 3.5 on Windows 7, the quickstarter was nowhere to be found. It is easy to set up, however.
quickstart.exe is found in %SystemDrive%\Program Files\LibreOffice 3.5\program\. Run it; it will appear in the system tray. Right click its icon and select “Load LibreOffice on system start”. Done.