initial: import DOLPHIN baseline 2026-04-21 from dolphinng5_predict working tree

Includes core prod + GREEN/BLUE subsystems:
- prod/ (BLUE harness, configs, scripts, docs)
- nautilus_dolphin/ (GREEN Nautilus-native impl + dvae/ preserved)
- adaptive_exit/ (AEM engine + models/bucket_assignments.pkl)
- Observability/ (EsoF advisor, TUI, dashboards)
- external_factors/ (EsoF producer)
- mc_forewarning_qlabs_fork/ (MC regime/envelope)

Excludes runtime caches, logs, backups, and reproducible artifacts per .gitignore.

prod/service_manager.sh

@@ -0,0 +1,143 @@
+#!/bin/bash
+# DOLPHIN Service Manager
+# =======================
+# Manages all production services per SYSTEM_BIBLE Section 16
+# Ensures services restart if they fail
+
+LOG_DIR="/tmp/dolphin_services"
+mkdir -p $LOG_DIR
+
+# Service definitions: "name:script:hz_key"
+SERVICES=(
+    "scan_bridge:scan_bridge_service.py:latest_eigen_scan"
+    "acb_processor:acb_processor_service.py:acb_boost"
+    "system_watchdog:system_watchdog_service.py:safety"
+    "extf:exf_prefect_final.py:exf_latest"
+)
+
+start_service() {
+    local name=$1
+    local script=$2
+    
+    if pgrep -f "$script" > /dev/null; then
+        echo "✅ $name already running (PID: $(pgrep -f $script | head -1))"
+        return 0
+    fi
+    
+    echo "🚀 Starting $name..."
+    source /home/dolphin/siloqy_env/bin/activate
+    nohup python3 "$script" > "$LOG_DIR/${name}.log" 2>&1 &
+    sleep 2
+    
+    if pgrep -f "$script" > /dev/null; then
+        echo "✅ $name started (PID: $(pgrep -f $script | head -1))"
+        return 0
+    else
+        echo "❌ $name failed to start"
+        return 1
+    fi
+}
+
+stop_service() {
+    local name=$1
+    local script=$2
+    
+    echo "🛑 Stopping $name..."
+    pkill -f "$script" 2>/dev/null
+    sleep 1
+    
+    if pgrep -f "$script" > /dev/null; then
+        pkill -9 -f "$script" 2>/dev/null
+    fi
+    
+    echo "✅ $name stopped"
+}
+
+status() {
+    echo "🐬 DOLPHIN Services Status"
+    echo "=========================="
+    echo ""
+    
+    for svc in "${SERVICES[@]}"; do
+        IFS=':' read -r name script hz_key <<< "$svc"
+        pid=$(pgrep -f "$script" | head -1)
+        if [ -n "$pid" ]; then
+            uptime=$(ps -o etime= -p $pid 2>/dev/null | tr -d ' ')
+            echo "✅ $name - PID $pid - Uptime $uptime"
+        else
+            echo "❌ $name - NOT RUNNING"
+        fi
+    done
+    
+    echo ""
+    echo "Logs: $LOG_DIR/"
+}
+
+start_all() {
+    echo "🚀 Starting all DOLPHIN services..."
+    echo ""
+    
+    for svc in "${SERVICES[@]}"; do
+        IFS=':' read -r name script hz_key <<< "$svc"
+        start_service "$name" "$script"
+    done
+    
+    echo ""
+    echo "✅ All services started"
+}
+
+stop_all() {
+    echo "🛑 Stopping all DOLPHIN services..."
+    echo ""
+    
+    for svc in "${SERVICES[@]}"; do
+        IFS=':' read -r name script hz_key <<< "$svc"
+        stop_service "$name" "$script"
+    done
+    
+    echo ""
+    echo "✅ All services stopped"
+}
+
+# Health check and restart
+cron_check() {
+    for svc in "${SERVICES[@]}"; do
+        IFS=':' read -r name script hz_key <<< "$svc"
+        if ! pgrep -f "$script" > /dev/null; then
+            echo "$(date): $name not running, restarting..." >> "$LOG_DIR/cron.log"
+            start_service "$name" "$script"
+        fi
+    done
+}
+
+# Main
+case "$1" in
+    start)
+        start_all
+        ;;
+    stop)
+        stop_all
+        ;;
+    restart)
+        stop_all
+        sleep 2
+        start_all
+        ;;
+    status)
+        status
+        ;;
+    cron)
+        cron_check
+        ;;
+    *)
+        echo "Usage: $0 {start|stop|restart|status|cron}"
+        echo ""
+        echo "Commands:"
+        echo "  start   - Start all services"
+        echo "  stop    - Stop all services"
+        echo "  restart - Restart all services"
+        echo "  status  - Show service status"
+        echo "  cron    - Health check & restart (for cron job)"
+        exit 1
+        ;;
+esac