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The second real session took 16 minutes, half of it 36 still poses. Labels come from the auto-labeller, so what matters is variety, not clean holds. A sweep step shows a strip of pose pictures and lights one every 4 s while the hands move slowly near and far; each cue is a prompt event with "cue": true. The core session is now 15 steps, about 5 minutes recorded. The pose groups, the one-hand sweeps' groups and the cue order are shuffled per session, seeded from its id and saved in session.json. A quick round (--quick, or the checklist's choice) is about 2 minutes for extra lighting. Touch the dot has 6 dots, the push sections two heights. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>