Habit metrics (guard recovery/drop context/squaring/chin/base/crossed feet/reaction/round trend) + clinch via SAM2 mask overlap

Height ratio (nose-to-ankle) for size: VLM hint + archetype routing; full-body frame selection + multi-view size prompt

gr.Progress loading bar through SAM2/pose stages; obstruction gaps now include sparse poses + both-gone lane

_meta.timeline frame-accurate intervals; demote uncalibrated punch fields in the coach prompt

leg_drive + weight_side pose metrics; size_matchup_VLM; _meta.shoulder_width_ratio

_meta.not_tracked_at: per-fighter not-tracked intervals (>=0.5s) for the dashboard timeline

Exchange-intensity flurries: robust "where the action is" windows (light/heavy)

Punch precision: require speed spike with extension; closed-stance timeline events

open_stance_at: open/closed matchup stretches as timeline events

Perspective-corrected range: per-frame shoulder-width ruler, not clip median

Align in-range min duration with exchanges (no orphan exchange segments)

in_range_at: punching-range stretches as timestamped events

Pressure label driven by NET ground gained/given, not step counts

Pressure: real frame-pairs only + camera-pan detection (no confident labels on panned footage)

New metrics: in-range exchanges (wrist-speed) + stance and open/closed matchup

Two-pass tracking: best-frame seeding + bidirectional association + size gate

True color labels (HSV palette, fixes yellow-called-blue) + overlay diagnostics/not-tracked markers

Event timestamps, tracking-overlay video, fighter-focus input

Pipeline fixes: pressure label coherence, guard-drop hysteresis, per-fighter confidence gate

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