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/start_all_services.sh

@@ -0,0 +1,60 @@
+#!/bin/bash
+# Start all DOLPHIN services
+
+cd /mnt/dolphinng5_predict/prod
+source /home/dolphin/siloqy_env/bin/activate
+
+echo "🚀 Starting DOLPHIN Services"
+echo "============================"
+
+# 1. Scan Bridge
+echo "1. Scan Bridge..."
+if ! pgrep -f "scan_bridge_service.py" > /dev/null; then
+    nohup python3 scan_bridge_service.py > /tmp/scan_bridge.log 2>&1 &
+    echo "   Started"
+else
+    echo "   Already running"
+fi
+
+# 2. EXTF
+echo "2. EXTF Service..."
+if ! pgrep -f "exf_prefect_final.py" > /dev/null; then
+    nohup python3 exf_prefect_final.py > /tmp/exf_service.log 2>&1 &
+    echo "   Started"
+else
+    echo "   Already running"
+fi
+
+# 3. OBF
+echo "3. OBF Service..."
+if ! pgrep -f "obf_prefect_flow.py" > /dev/null; then
+    nohup python3 obf_prefect_flow.py > /tmp/obf_service.log 2>&1 &
+    echo "   Started"
+else
+    echo "   Already running"
+fi
+
+# 4. ACB
+echo "4. ACB Processor..."
+if ! pgrep -f "acb_processor_service.py" > /dev/null; then
+    nohup python3 acb_processor_service.py > /tmp/acb_service.log 2>&1 &
+    echo "   Started"
+else
+    echo "   Already running"
+fi
+
+# 5. Watchdog
+echo "5. System Watchdog..."
+if ! pgrep -f "system_watchdog_service.py" > /dev/null; then
+    nohup python3 system_watchdog_service.py > /tmp/watchdog_service.log 2>&1 &
+    echo "   Started"
+else
+    echo "   Already running"
+fi
+
+echo ""
+echo "============================"
+echo "All services started!"
+echo ""
+echo "Check status:"
+echo "  ps aux | grep -E 'scan_bridge|exf|obf|acb|watchdog' | grep -v grep"