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/run_live_tests.py

@@ -0,0 +1,15 @@
+import os
+os.environ['RUN_LIVE_TESTS'] = '1'
+
+import sys
+from pathlib import Path
+sys.path.insert(0, str(Path(__file__).parent))
+sys.path.insert(0, str(Path(__file__).parent.parent / 'external_factors'))
+
+import unittest
+from test_deribit_fix import TestLiveAPIRanges
+
+loader = unittest.TestLoader()
+suite = loader.loadTestsFromTestCase(TestLiveAPIRanges)
+runner = unittest.TextTestRunner(verbosity=2)
+result = runner.run(suite)