Tighten context onboarding and actuator suggestions

app/actuators/lifecycle.py

@@ -57,7 +57,7 @@ _STOPWORDS = frozenset(
         "value",
     }
 )
-_GENERIC_AREA_NAMES = frozenset({"monitoring", "system", "technik"})
+_GENERIC_AREA_NAMES = frozenset({"energie", "monitoring", "power", "strom", "system", "technik"})
 _NUMERIC_AUTO_ACCEPT_SCORE = 0.82
 _NUMERIC_AUTO_ACCEPT_MIN_SCORE = 0.5
 _NUMERIC_MIN_MARGIN = 0.18
@@ -88,6 +88,7 @@ _DIAGNOSTIC_TOKENS = frozenset({
     "diagnostic",
     "firmware",
     "gesehen",
+    "heat",
     "last",
     "linkquality",
     "knoten",
@@ -100,10 +101,28 @@ _DIAGNOSTIC_TOKENS = frozenset({
     "signal",
     "ssid",
     "status",
+    "overheat",
+    "overheating",
+    "overload",
     "uptime",
+    "uberhitzung",
+    "ueberhitzung",
+    "ueberlast",
+    "überhitzung",
+    "überlast",
     "wifi",
     "zuletzt",
 })
+_AUTO_CONTEXT_CLASSES = frozenset({
+    "door",
+    "garage_door",
+    "illuminance",
+    "motion",
+    "occupancy",
+    "opening",
+    "presence",
+    "window",
+})
 
 
 class ActuatorReconciliationService:
@@ -628,8 +647,12 @@ class ActuatorReconciliationService:
                 if context
                 else _NUMERIC_AUTO_ACCEPT_MIN_SCORE
             )
+            can_auto_accept_context = (
+                not context or _eligible_for_auto_context(actuator, candidate)
+            )
             auto_accepted = (
-                candidate.score >= minimum_score
+                can_auto_accept_context
+                and candidate.score >= minimum_score
                 and confidence >= auto_score
                 and (context or margin >= _NUMERIC_MIN_MARGIN)
             )
@@ -743,6 +766,23 @@ def _has_context_relationship(actuator: HaEntitySummary, entity: HaEntitySummary
     )
 
 
+def _eligible_for_auto_context(
+    actuator: HaEntitySummary,
+    candidate: AssignmentCandidate,
+) -> bool:
+    device_class = candidate.device_class or ""
+    if device_class in _AUTO_CONTEXT_CLASSES:
+        return True
+    if (
+        actuator.device_name
+        and candidate.device_name
+        and actuator.device_name == candidate.device_name
+        and candidate.domain in {"light", "switch"}
+    ):
+        return True
+    return False
+
+
 def _score_candidate(
     actuator: HaEntitySummary,
     entity: HaEntitySummary,