feat: integrate iFinD data and refine intelligent workspaces

tests/test_account_data_boundaries.py

@@ -79,6 +79,48 @@ class AccountDataBoundaryTests(unittest.TestCase):
             self.database.latest_screener_runs(self.second["id"], "20260722"), {}
         )
 
+    def test_latest_screener_context_runs_keep_each_stage_and_strategy(self):
+        runs = [
+            ("smart", "repair", "Repair", "600001"),
+            ("smart", "repair", "Repair", "600002"),
+            ("smart", "retreat", "Retreat", "600003"),
+            ("curated", "repair", "Dividend", "600004"),
+            ("curated", "repair", "Momentum", "600005"),
+            ("quant", "repair", "Custom quant", "600006"),
+            ("quant", "repair", "Custom quant", "600007"),
+        ]
+        for mode, regime, strategy, code in runs:
+            self.database.save_screener_run(
+                self.first["id"], "20260722", regime, strategy, FORMULA,
+                {"candidates": [{"code": code}], "meta": {}}, mode,
+            )
+
+        results = self.database.latest_screener_context_runs(
+            self.first["id"], "20260722"
+        )
+        by_context = {
+            (
+                item["meta"]["mode"],
+                item["meta"]["regime"] if item["meta"]["mode"] == "smart" else "",
+                item["meta"]["strategy_name"] if item["meta"]["mode"] != "quant" else "",
+            ): item["candidates"][0]["code"]
+            for item in results
+        }
+
+        self.assertEqual(by_context, {
+            ("smart", "repair", "Repair"): "600002",
+            ("smart", "retreat", "Retreat"): "600003",
+            ("curated", "", "Dividend"): "600004",
+            ("curated", "", "Momentum"): "600005",
+            ("quant", "", ""): "600007",
+        })
+        self.assertEqual(
+            self.database.latest_screener_context_runs(
+                self.second["id"], "20260722"
+            ),
+            [],
+        )
+
     def test_mentor_messages_are_scoped_by_user_mentor_and_date(self):
         self.database.save_mentor_exchange(
             self.first["id"], "mentor-a", "20260721", "怎么看？", "先看承接。", "20260721"