Hi ! Someone requested me to upload the workflow I used for my XXX générations, so here you go :)

It will work with every checkpoints , I named it "PONY" to organise my folders. I added a last frame saver node to use this frame as start of the second clip. May be not the best workflow for vidéo génération but works fine for me.