diff --git a/evolution/evolution_api.py b/evolution/evolution_api.py
index d1f01ffb..435e071a 100644
--- a/evolution/evolution_api.py
+++ b/evolution/evolution_api.py
@@ -40,9 +40,23 @@ def get_evolution_dashboard():
     """).fetchall():
         evolution.append(dict(r))
     
-    # 当前策略基线（2026-08-11: 改为当前实盘 v_weak + 新策略 v_oversold）
+    # 当前策略基线（2026-08-15: 数据驱动——跟随 strategy_weights.json 激活集合，
+    # 原硬编码 ['v_weak','v_oversold'] 与温区路由脱节，激活策略换了一批但基线还显示旧的）
+    def _active_versions():
+        try:
+            d = json.loads(open('/home/hmo/MoFin/data/strategy_weights.json', encoding='utf-8').read())
+            vs = list(d.get('active') or [])
+            vs += list(((d.get('markets') or {}).get('hk') or {}).get('active') or [])
+            seen, out = set(), []
+            for v in vs:
+                if v and v not in seen:
+                    seen.add(v)
+                    out.append(v)
+            return out or ['v_weak', 'v_oversold']
+        except Exception:
+            return ['v_weak', 'v_oversold']
     baseline = {}
-    for v in ['v_weak', 'v_oversold']:
+    for v in _active_versions():
         r = conn.execute("""
             SELECT results_json FROM strategy_research 
             WHERE version=? AND period_tag='5y' ORDER BY id DESC LIMIT 1