fix(review-feedback-1289): <sub <sub !P2 Badge</sub </sub Detect buy advice before skipping

Author: ZhuLinsen

src/analyzer.py

@@ -726,11 +726,15 @@ def stabilize_decision_with_structure(
             default=getattr(result, "decision_type", "hold") or "hold",
         )
         decision_type = decision_type if decision_type in {"buy", "hold", "sell"} else "hold"
+        advice_decision_type = infer_decision_type_from_advice(
+            getattr(result, "operation_advice", ""),
+            default="",
+        )
 
         flow_bias, flow_reason = _capital_flow_bias_with_status(fundamental_context)
         if flow_bias == "unavailable":
             if isinstance(fundamental_context, dict) and "capital_flow" in fundamental_context:
-                if decision_type == "buy":
+                if decision_type == "buy" or advice_decision_type == "buy":
                     _downgrade_buy_without_capital_flow(
                         result,
                         language,

tests/test_decision_stability.py

@@ -198,6 +198,27 @@ def test_downgrades_buy_when_capital_flow_values_are_na() -> None:
     assert "资金流数据缺失" in result.dashboard["decision_stability"]["capital_flow_status"]
 
 
+def test_downgrades_buy_advice_when_decision_type_is_hold_and_capital_flow_unavailable() -> None:
+    result = _result(
+        decision_type="hold",
+        operation_advice="建议买入",
+        score=68,
+        current_price=32.0,
+    )
+
+    stabilize_decision_with_structure(
+        result,
+        SimpleNamespace(support_levels=[30.0], resistance_levels=[34.0]),
+        _unsupported_fund_flow(),
+    )
+
+    assert result.decision_type == "hold"
+    assert result.operation_advice == "持有观察"
+    assert result.sentiment_score <= 59
+    assert result.dashboard["decision_stability"]["applied"] is True
+    assert "买入结论缺少资金面确认" in result.dashboard["decision_stability"]["reason"]
+
+
 def test_downgrades_buy_when_capital_flow_status_is_unavailable_case_insensitive() -> None:
     buy_result = _result(
         decision_type="buy",