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Arka stores channel conversations locally so a follow-up can keep its context. The default CLI session is cli/default; webhook and messaging integrations use their channel and chat id as the session key.
The same actions accept natural language:
Session files live under ~/.config/arka/message-sessions/ (or the directory selected by ARKA_CONFIG_DIR). Use MESSAGE_SESSIONS=0 to disable persistence.