Another note on the CIPS stuff for those who aren't familiar with it. The severe stuff on there usually has a tier for "Percent of analogs with at least 1 severe report within X number of km" and then a tier for the same thing but for 5 or more reports.
It makes it a quick way to see 1) Are the analogs hinting at severe potential and then 2) Our garden variety severe or something a bit more substantial. If you notice the percentages for 1+ report are lighting up like a Christmas tree, but the 5 or more is pretty lackluster...can be a good indication that the analogs are suggesting a decent shot at a window of severe potential but not anything on the higher end.
And of course...the range and such all come into play - we've seen things fizzle from way closer in than 168 hours.
I also like to poke around to look at the different domains they have available. Sometimes the analogs from one domain will show a big swath of potential for us, while the domain over the Mid-Atlantic will show nada or very limited potential.
And of course...analogs are just that. Rough guides on what happened when certain aspects of the pattern/atmosphere were in a similar state. Doesn't mean it will match up on a subsequent "match" in conditions.
AND FURTHER - CIPS uses the NAM for the shorter range stuff, and then GFS for the longer range stuff. There's not (to my knowledge) any factoring in of the Euro, CMC, ICON etc. So you'll get the American models - but if they are vastly wrong it won't mean s**t.
During severe season (I guess during winter too) - I usually do a quick glance at CIPS to decide if I want to do a more indepth look at any of the modeling from overnight. If it's pretty dead on CIPS, I'll usually peak on the forums in case there's something that the mets here are watching - and if not...usually safe to go mow the lawn or enjoy the day.