I mostly use the source editor over the visual editor, but use the latter for referencing and I use ProveIt for citations, as I'm not too good at using the templates. I joined Wikipedia to try and improve the article Gulval. I am currently creating an article on Dingle Farm Tearoom, although I am on-and-off with this.
We strive to make Wikipedia as accurate and as good as possible. If you see something you know is wrong, be bold and fix it. If you see something that seems wrong, leave a note on the article talk page and remove questionable assertions if no supporting evidence is provided. You can also use a verification template to add a citation needed tag after the text in question.
There is a semi-automated peer review available. The easiest way to install the script is to enable it as a Gadget: go to your user Preferences and check off the MoreMenu, adds Page and User dropdown menus to the toolbar... entry under Appearance and hit save. Each article page will then have a Page and User pull down menu near the top; go to the article; hover on Page; hover on Tools; click on Peer reviewer.