Replace per-episode Gantt timelines with intensity waveform figures (full + 20-min)

README: embed dataset figures + statistics gallery

README: update episode count to 30; note dropped 2026-05-11 episodes

Add tasks.json registry; README per-task configs and task-first schema

Add dataset card with schema, quick start, caveats, and roadmap