While not nearly as featureful as say OpenShot or Kdenlive, Avidemux is an open-source video editor that is simple to use and has been around for a long time. Avidemux 2.8 is now available as the latest feature release.
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Is this stable?
I use Avidemux on Linux (MX) and contrary to other video editors it has been very stable.