BEHAVIOR-004: trust HA automation actions

app/behavior/engine.py

@@ -124,7 +124,9 @@ class BehaviorEngine:
             logbook=logbook,
             own_executions=record.behavior.execution_events,
         )
-        high_confidence = sum(1 for pattern in patterns if pattern.source == "user")
+        trusted_actions = sum(
+            1 for pattern in patterns if pattern.source in {"user", "automation"}
+        )
         status = (
             BehaviorStatus.TRAINED
             if len(patterns) >= self._settings.min_behavior_actions
@@ -142,7 +144,7 @@ class BehaviorEngine:
             update={
                 "status": status,
                 "sample_count": len(patterns),
-                "high_confidence_sample_count": high_confidence,
+                "high_confidence_sample_count": trusted_actions,
                 "patterns": patterns[-_MAX_PATTERNS:],
                 "last_trained_at": now,
                 "reason": reason,
@@ -296,8 +298,8 @@ class BehaviorEngine:
                 < self._settings.min_behavior_actions
             ):
                 raise ValueError(
-                    "Für die Freigabe fehlen noch eindeutig dir zugeordnete Handlungen. "
-                    "Bediene den Aktor einige Male über Home Assistant."
+                    "Für die Freigabe fehlen noch eindeutig zugeordnete manuelle "
+                    "oder automatisierte Handlungen."
                 )
             mode = BehaviorMode.ACTIVE
             approved_at = now
@@ -338,8 +340,6 @@ class BehaviorEngine:
                 context_ids,
                 point.timestamp,
             )
-            if source == "automation" and trigger is None:
-                continue
             contexts = {
                 entity_id: state
                 for entity_id in context_ids
@@ -520,7 +520,7 @@ def _action_source(
     if nearest.context_user_id:
         return "user", 1.0
     if nearest.context_domain in _AUTOMATION_CONTEXT_DOMAINS:
-        return "automation", 0.1
+        return "automation", 1.0
     return "physical_or_unknown", 0.7