In Libreoffice Writer:
1) Use F11 and then click on "Character styles" icon.
2) Right click on No Character Style, select New...
3) Give your style a name..... maybe Red_Underline
4) In the Font Effects tab, select a desirable Font colour and Underlining options, and 'Individual words' if you don't want the space between words to have underlines.
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