feat: add migrations, test scripts, and utility tools

- Add database migrations (006-028) for face recognition, identity, file_uuid
- Add test scripts for ASR, face, search, processing
- Add portal frontend (Tauri)
- Add config, benchmark, and monitoring utilities
- Add model checkpoints and pretrained model references

test_continuous_demo.sh

@@ -0,0 +1,63 @@
+#!/bin/bash
+# Test integrated player continuous demo with all data
+
+set -e
+
+VIDEO=/tmp/charade_audio.wav
+ASR=/tmp/asr_small.json
+ASRX=/tmp/asrx_charade_optimized.json
+FACE=/tmp/face_long.json
+POSE=/tmp/pose_long.json
+
+echo "Testing Integrated Player - Continuous Demo"
+echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
+
+# Check all files
+if [ ! -f "$VIDEO" ]; then
+	echo "⚠️  Video file not found: $VIDEO"
+	exit 1
+fi
+
+if [ ! -f "$ASR" ]; then
+	echo "⚠️  ASR file not found: $ASR"
+	exit 1
+fi
+
+if [ ! -f "$ASRX" ]; then
+	echo "⚠️  ASRX file not found: $ASRX"
+	exit 1
+fi
+
+if [ ! -f "$FACE" ]; then
+	echo "⚠️  Face file not found: $FACE"
+	exit 1
+fi
+
+if [ ! -f "$POSE" ]; then
+	echo "⚠️  Pose file not found: $POSE"
+	exit 1
+fi
+
+echo "✅ All files found"
+echo
+
+echo "Data summary:"
+echo "  ASR segments: $(jq '.segments | length' "$ASR")"
+echo "  ASRX segments: $(jq '.segments | length' "$ASRX")"
+echo "  Speakers: $(jq '.speaker_stats | keys | length' "$ASRX")"
+echo "  Face frames: $(jq '.frames | length' "$FACE")"
+echo "  Pose frames: $(jq '.frames | length' "$POSE")"
+echo
+
+echo "Running continuous demo..."
+echo "  SPACE - Pause/Resume"
+echo "  Q     - Quit"
+echo
+
+./target/release/integrated_player \
+	--video "$VIDEO" \
+	--asr "$ASR" \
+	--asrx "$ASRX" \
+	--face "$FACE" \
+	--pose "$POSE" \
+	--continuous-demo