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/deploy_services_prefect.py

@@ -0,0 +1,139 @@
+#!/usr/bin/env python3
+"""
+DOLPHIN Services Prefect Deployment
+====================================
+Deploy all individual services to Prefect.
+
+Usage:
+    python deploy_services_prefect.py [deploy|status|start|stop]
+"""
+
+import subprocess
+import sys
+import argparse
+
+SERVICES = [
+    ('scan-bridge', 'prefect_services/scan_bridge_prefect.py:scan_bridge_daemon_flow'),
+    ('acb-service', 'prefect_services/acb_service_prefect.py:acb_service_flow'),
+    ('watchdog-service', 'prefect_services/watchdog_service_prefect.py:watchdog_service_flow'),
+]
+
+POOL_NAME = "dolphin-services"
+
+
+def run_cmd(cmd, check=True):
+    """Run a command."""
+    print(f"$ {' '.join(cmd)}")
+    result = subprocess.run(cmd, capture_output=True, text=True)
+    if result.stdout:
+        print(result.stdout)
+    if result.stderr and check:
+        print(result.stderr, file=sys.stderr)
+    return result
+
+
+def deploy():
+    """Deploy all services."""
+    print("🚀 Deploying DOLPHIN Services to Prefect")
+    print("=" * 60)
+    
+    # Create pool if needed
+    result = run_cmd(['prefect', 'work-pool', 'ls'], check=False)
+    if POOL_NAME not in result.stdout:
+        print(f"\n📦 Creating work pool: {POOL_NAME}")
+        run_cmd(['prefect', 'work-pool', 'create', POOL_NAME, '--type', 'process'])
+    
+    # Deploy each service
+    for name, entrypoint in SERVICES:
+        print(f"\n🔨 Deploying {name}...")
+        yaml_file = f"{name.replace('-', '_')}_deployment.yaml"
+        
+        # Build
+        run_cmd([
+            'prefect', 'deployment', 'build',
+            entrypoint,
+            '--name', name,
+            '--pool', POOL_NAME,
+            '--output', yaml_file
+        ])
+        
+        # Apply
+        run_cmd(['prefect', 'deployment', 'apply', yaml_file])
+    
+    print("\n" + "=" * 60)
+    print("✅ All services deployed!")
+    print(f"\nStart worker with:")
+    print(f"  prefect worker start --pool {POOL_NAME}")
+
+
+def status():
+    """Check service status."""
+    print("📊 DOLPHIN Services Status")
+    print("=" * 60)
+    
+    # Check deployments
+    print("\nPrefect Deployments:")
+    run_cmd(['prefect', 'deployment', 'ls'])
+    
+    # Check running processes
+    print("\nRunning Processes:")
+    result = subprocess.run(
+        ['pgrep', '-a', '-f', 'scan_bridge|acb_processor|system_watchdog|exf_prefect|obf_prefect'],
+        capture_output=True, text=True
+    )
+    if result.stdout:
+        for line in result.stdout.strip().split('\n'):
+            if 'grep' not in line:
+                print(f"  {line}")
+    else:
+        print("  No services running")
+    
+    # Check Hz data
+    print("\nHazelcast Data:")
+    try:
+        import hazelcast
+        client = hazelcast.HazelcastClient(
+            cluster_name="dolphin",
+            cluster_members=["127.0.0.1:5701"],
+        )
+        
+        features = client.get_map('DOLPHIN_FEATURES').blocking()
+        safety = client.get_map('DOLPHIN_SAFETY').blocking()
+        
+        checks = [
+            ('latest_eigen_scan', features.get('latest_eigen_scan') is not None),
+            ('acb_boost', features.get('acb_boost') is not None),
+            ('exf_latest', features.get('exf_latest') is not None),
+            ('safety_latest', safety.get('latest') is not None),
+        ]
+        
+        for name, present in checks:
+            icon = "✅" if present else "❌"
+            print(f"  {icon} {name}")
+        
+        client.shutdown()
+    except Exception as e:
+        print(f"  Error: {e}")
+
+
+def main():
+    parser = argparse.ArgumentParser(description="Manage DOLPHIN services in Prefect")
+    parser.add_argument('action', choices=['deploy', 'status', 'start', 'stop'], 
+                       default='status', nargs='?')
+    args = parser.parse_args()
+    
+    if args.action == 'deploy':
+        deploy()
+    elif args.action == 'status':
+        status()
+    elif args.action == 'start':
+        print("Start the Prefect worker:")
+        print(f"  prefect worker start --pool {POOL_NAME}")
+    elif args.action == 'stop':
+        print("To stop services:")
+        print("  pkill -f 'scan_bridge|acb_processor|system_watchdog'")
+        print("Or stop the Prefect worker with Ctrl+C")
+
+
+if __name__ == "__main__":
+    main()