feat: add Super Alpha research, management and MCP workflows

backend/tests/backtest_fake.py

@@ -16,10 +16,16 @@ class Platform:
         self.detail_fail = False
         self.fail_child = None
         self.missing = False
+        self.selection_reads = []
+        self.selection_result = {"count": 2, "results": [{"id": "component1", "value": 0.3}, {"id": "component2", "value": 0.7}]}
+        self.actual_components = {"count": 2, "results": [{"id": "component1"}, {"id": "component2"}]}
         self.secret = "synthetic-platform-secret"
 
     def __call__(self, request):
         path = request.url.path
+        if path == "/simulations/super-selection":
+            self.selection_reads.append(dict(request.url.params))
+            return httpx.Response(200, json=self.selection_result)
         if path == "/authentication":
             return httpx.Response(201, json={})
         if path == "/simulations" and request.method == "POST":
@@ -39,29 +45,35 @@ class Platform:
             ids = []
             for i, item in enumerate(data):
                 child = parent if len(data) == 1 else f"{parent}c{i}"
-                aid = self.existing_alpha_ids[i] if self.existing_alpha_ids else f"alpha{parent}{i}"
+                aid = self.existing_alpha_ids[i] if self.existing_alpha_ids and item["type"] != "SUPER" else f"alpha{parent}{i}"
                 progress = {
                     "status": "COMPLETE",
                     "alpha": aid,
-                    "regular": item["regular"],
+                    "regular": item.get("regular", ""),
                     "settings": item["settings"],
                 }
                 if i == self.fail_child:
                     progress = {
                         "status": "FAILED",
-                        "regular": item["regular"],
+                        "regular": item.get("regular", ""),
                         "settings": item["settings"],
                         "message": "invalid expression",
                     }
                 self.simulations[child] = progress
                 self.alphas[aid] = {
                     "id": aid,
-                    "regular": {"code": item["regular"]},
+                    "regular": {"code": item.get("regular", "")},
                     "type": "REGULAR",
                     "settings": item["settings"],
                     "is": {"sharpe": None, "fitness": 0.8},
                     "status": "UNSUBMITTED",
                 }
+                if item["type"] == "SUPER":
+                    assert len(data) == 1, "SUPER must be submitted singly"
+                    self.simulations[child].update(type="SUPER", selection=item["selection"], combo=item["combo"])
+                    self.simulations[child].pop("regular", None)
+                    self.alphas[aid].update(type="SUPER", selection={"code": item["selection"], "description": "Selection rationale"}, combo={"code": item["combo"], "description": "Combo rationale"}, components=self.actual_components)
+                    self.alphas[aid].pop("regular", None)
                 ids.append(child)
             if len(data) > 1:
                 self.simulations[parent] = {