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/ops/SESSION_INFO.txt

@@ -0,0 +1,32 @@
+=== KIMI SESSION BACKUP ===
+
+Session ID: c23a69c5-ba4a-41c4-8624-05114e8fd9ea
+Description: 4 Services + Prefect Architecture (Pre-Reboot)
+Status: Stuck system, kernel deadlock, required reboot
+
+=== FILES ===
+- KIMI_Session_Rearch_Services-Prefect.md (684K) - Full human-readable transcript
+- kimi_session_backup/ - Raw session files (wire.jsonl, context.jsonl)
+
+=== LOCATIONS ===
+1. /mnt/dolphinng5_predict/prod/ops/KIMI_Session_Rearch_Services-Prefect.md
+2. /mnt/vids/KIMI_Session_Rearch_Services-Prefect.md (mirror)
+
+=== RESUME SESSION ===
+
+Option 1: Use helper script
+  ./resume_session.sh
+
+Option 2: Manual
+  cd /mnt/dolphinng5_predict/prod/ops
+  kimi --session c23a69c5-ba4a-41c4-8624-05114e8fd9ea
+
+Option 3: Auto-continue (uses last_session_id from kimi.json)
+  cd /mnt/dolphinng5_predict/prod/ops
+  kimi --continue
+
+=== SESSION STATS ===
+- Total timeouts: 905
+- "check" commands: 1244
+- "again" attempts: 52
+- Final state: Kernel deadlock, forced reboot