diff --git a/deploy/profile-scripts/batch_reassess.py b/deploy/profile-scripts/batch_reassess.py
index 0b765df3..80bc84d3 100644
--- a/deploy/profile-scripts/batch_reassess.py
+++ b/deploy/profile-scripts/batch_reassess.py
@@ -124,6 +124,18 @@ def collect_data(code):
     except:
         data["price"] = 0
     
+    # 行业上下文修正：sector_context 被"大盘上涨比"污染或为空时，用 stock_sectors 的行业名兜底
+    _sector_ctx = data.get('sector_context', '') or ''
+    if (not _sector_ctx) or _sector_ctx.startswith('大盘上涨比') or len(_sector_ctx) < 4:
+        try:
+            _sdb = sqlite3.connect(DB)
+            _sr = _sdb.execute("SELECT sector FROM stock_sectors WHERE code=? LIMIT 1", (code,)).fetchone()
+            _sdb.close()
+            if _sr and _sr[0]:
+                _sector_ctx = f"行业{_sr[0]}"
+        except Exception:
+            pass
+    data['sector_context'] = _sector_ctx
     # 大盘
     try:
         conn = sqlite3.connect(DB)
diff --git a/deploy/profile-scripts/capital_flow_collector.py b/deploy/profile-scripts/capital_flow_collector.py
index 355f20b6..679ccafb 100644
--- a/deploy/profile-scripts/capital_flow_collector.py
+++ b/deploy/profile-scripts/capital_flow_collector.py
@@ -167,7 +167,16 @@ def main():
     def fetch_one(code):
         flow = fetch_flow(code, days=5)
         if flow:
-            analysis = analyze_flow(flow)
+            analysis = analyze_flow(flow) or {}
+            # 聚合成 build_prompt 需要的字段（此前只有 alerts/pattern，12维资金面恒为0）
+            net = round(sum(d["main_net"] for d in flow) / 1e4, 1)
+            main_f = round(sum(d["super_large"] for d in flow) / 1e4, 1)
+            retail = round(sum(d["medium"] + d["small"] for d in flow) / 1e4, 1)
+            analysis["net_flow"] = net
+            analysis["main_force"] = main_f
+            analysis["retail_flow"] = retail
+            analysis["trend"] = analysis.get("pattern") or \
+                ("主力流入" if main_f > 0 else ("主力流出" if main_f < 0 else "中性"))
             return (code, {
                 "updated_at": datetime.now().strftime("%Y-%m-%d %H:%M"),
                 "flow": flow,