Using itch offline
It is possible to use the itch app offline. If you've logged in at least once successfully before, you'll be able to pick which session to identify as.
If you just lose your network access while the app is running, it'll keep launching games, showing your collections, and searching your local library.
Note: when offline, the main search bar won't display online results for reasons that are hopefully self-explanatory.