diff --git a/server.py b/server.py
index 80520d5e..e5d5b5fa 100644
--- a/server.py
+++ b/server.py
@@ -628,6 +628,12 @@ def api_research_strategies():
             _c2.close()
         except Exception:
             pass
+        _candidate_pool = set()
+        try:
+            from hk_strategies import HK_STRATEGIES as _HKS
+            _candidate_pool |= set(_HKS.keys())
+        except Exception:
+            pass
         _candidate_pool |= set(_regime_winrates.keys())
         for s in strats:
             # 2026-08-15 温区加权综合/普适：整体行的综合/普适 = 按温区时长占比加权各温区表现