diff --git a/deploy/profile-scripts/candidate_filter.py b/deploy/profile-scripts/candidate_filter.py
index d5fc1a52..f1a22dad 100644
--- a/deploy/profile-scripts/candidate_filter.py
+++ b/deploy/profile-scripts/candidate_filter.py
@@ -287,7 +287,7 @@ def stage6_narrative(code, name):
         flow_trend = "中性"
         try:
             import json as _j
-            fr = conn.execute("SELECT cache_json FROM capital_flow_cache ORDER BY id DESC LIMIT 1").fetchone()
+            fr = conn.execute("SELECT cache_json FROM capital_flow_cache WHERE id=1 ORDER BY updated_at DESC LIMIT 1").fetchone()
             if fr and fr[0]:
                 fc = _j.loads(fr[0])
                 a = (fc.get("stocks", {}).get(code, {}) or {}).get("analysis", {})
diff --git a/deploy/profile-scripts/strategy_lifecycle.py b/deploy/profile-scripts/strategy_lifecycle.py
index 1022a274..7dcf4d08 100644
--- a/deploy/profile-scripts/strategy_lifecycle.py
+++ b/deploy/profile-scripts/strategy_lifecycle.py
@@ -181,6 +181,8 @@ def enforce_strategy_quality(code, name, result):
         try:
             _db = sqlite3.connect("/home/hmo/MoFin/data/mofin.db", timeout=5)
             r = _db.execute("SELECT sector_name FROM stock_sectors WHERE code=?", (code_str,)).fetchone()
+            if not r or not r[0]:
+                r = _db.execute("SELECT sector FROM stock_sectors_em WHERE code=?", (code_str,)).fetchone()
             _db.close()
             return r[0] if r else None
         except:
@@ -1337,7 +1339,7 @@ def reassess_strategy(code, name, price, cost, shares, current_action,
     try:
         _db2 = sqlite3.connect("/home/hmo/MoFin/data/mofin.db", timeout=5)
         _rows2 = _db2.execute(
-            "SELECT name, change_pct FROM sector_snapshots ORDER BY change_pct DESC"
+            "SELECT name, change_pct FROM sector_snapshots WHERE snapshot_id=(SELECT MAX(snapshot_id) FROM sector_snapshots) ORDER BY change_pct DESC"
         ).fetchall()
         if _rows2:
             # 找到该股所属行业（简单匹配name或通过stock_sectors）
@@ -1345,6 +1347,11 @@ def reassess_strategy(code, name, price, cost, shares, current_action,
                 "SELECT sector_name FROM stock_sectors WHERE code=?",
                 (code,)
             ).fetchall()
+            if not _my_sectors:
+                _my_sectors = _db2.execute(
+                    "SELECT sector FROM stock_sectors_em WHERE code=?",
+                    (code,)
+                ).fetchall()
             if _my_sectors:
                 for (_sn,) in _my_sectors:
                     for r_name, r_chg in _rows2: