Run unattended

hum run "task"
hum run "task" --json                         # one JSON object per line
hum run "task" --output-last-message out.md
hum run "task" -C DIR --image shot.png

Behaviour

• Questions take their default. Leaving the sandbox is refused, as is anything under ask.
• If the model loops on the same call, Hum tells it to wind down and write what is done, what remains and the next step.

Events (--json)

session.started, turn.started, message, tool.called, tool.result, hand_edit, compacted, wind_down, notice, session.finished

Exit codes

Export

hum export <session> -o file.json             # ATIF trajectory