Add production safety controls

tests/test_future_core.py

@@ -134,6 +134,7 @@ def test_event_core_executes_allowed_active_decision(tmp_path: Path) -> None:
                         actuator_entity_id="light.storage",
                         stage=SafetyStage.ACTIVE,
                         min_confidence=0.8,
+                        active_ready=True,
                     )
                 }
             }
@@ -153,3 +154,58 @@ def test_event_core_executes_allowed_active_decision(tmp_path: Path) -> None:
     decision = [item.decision for item in audit if item.decision is not None][0]
     assert calls == ["light.storage"]
     assert decision.executed is True
+
+
+def test_active_requires_dry_run_readiness(tmp_path: Path) -> None:
+    stores = FutureStores(tmp_path)
+    stores.save_runtime(
+        RuntimeState(
+            entities={
+                "light.storage": EntityState(
+                    entity_id="light.storage",
+                    domain="light",
+                    state="off",
+                )
+            }
+        )
+    )
+    stores.save_learning(
+        LearningState(
+            profiles={
+                "light.storage": LearningProfile(
+                    actuator_entity_id="light.storage",
+                    patterns=[
+                        BehaviorPatternV2(
+                            actuator_entity_id="light.storage",
+                            target_state="on",
+                            trigger_entity_id="binary_sensor.storage_door",
+                            trigger_state="on",
+                            support=3,
+                            confidence=0.95,
+                        )
+                    ],
+                )
+            }
+        )
+    )
+    stores.save_control(
+        stores.control().model_copy(
+            update={
+                "profiles": {
+                    "light.storage": ControlProfile(
+                        actuator_entity_id="light.storage",
+                        stage=SafetyStage.ACTIVE,
+                        min_confidence=0.8,
+                    )
+                }
+            }
+        )
+    )
+
+    audit = EventCore(stores).process_state_event(
+        StateEvent(entity_id="binary_sensor.storage_door", new_state="on")
+    )
+
+    decision = [item.decision for item in audit if item.decision is not None][0]
+    assert decision.allowed is False
+    assert "Active ist noch nicht freigegeben" in decision.blockers[0]