Calendar filtered

ha_observer.py

@@ -529,13 +529,18 @@ def summarize_snapshot(snapshot: dict[str, Any]) -> str:
         snapshot.get("states", []),
         key=lambda state: (-entity_importance(state.get("entity_id", ""), state.get("attributes", {})), state.get("entity_id", "")),
     )
+    calendar_events = snapshot.get("calendar_events", [])
+    calendar_entity_ids_with_events = {calendar.get("entity_id") for calendar in calendar_events if calendar.get("events")}
     for state in states:
+        entity_id = state.get("entity_id", "")
+        if entity_id.startswith("calendar.") and entity_id not in calendar_entity_ids_with_events:
+            continue
         attrs = state.get("attributes", {})
-        name = attrs.get("friendly_name", state.get("entity_id"))
+        name = attrs.get("friendly_name", entity_id)
         unit = attrs.get("unit_of_measurement", "")
         value = f"{state.get('state')} {unit}".strip()
-        score = entity_importance(state.get("entity_id", ""), attrs)
+        score = entity_importance(entity_id, attrs)
-        lines.append(f"- importance={score} {name} ({state.get('entity_id')}): {value}; last_changed={display_time(state.get('last_changed'))}")
+        lines.append(f"- importance={score} {name} ({entity_id}): {value}; last_changed={display_time(state.get('last_changed'))}")
     forecast = snapshot.get("weather_forecast") or {}
     if forecast:
         lines.append("Direct weather forecast:")
@@ -557,26 +562,30 @@ def summarize_snapshot(snapshot: dict[str, Any]) -> str:
                 f"wind_max={day.get('wind_speed_max_kmh')}km/h; gusts={day.get('wind_gusts_max_kmh')}km/h; "
                 f"sunrise={day.get('sunrise')}; sunset={day.get('sunset')}"
             )
-    lines.append("Upcoming calendar events:")
+    if calendar_events:
-    for calendar in snapshot.get("calendar_events", []):
+        lines.append("Upcoming calendar appointments:")
-        lines.append(f"- {calendar.get('entity_id')}:")
+        for calendar in calendar_events:
-        for event in calendar.get("events", []):
+            lines.append(f"- {calendar.get('entity_id')}:")
-            details = []
+            for event in calendar.get("events", []):
-            if event.get("location"):
+                details = []
-                details.append(f"location={event.get('location')}")
+                if event.get("location"):
-            if event.get("description"):
+                    details.append(f"location={event.get('location')}")
-                details.append(f"description={event.get('description')}")
+                if event.get("description"):
-            detail_text = f"; {'; '.join(details)}" if details else ""
+                    details.append(f"description={event.get('description')}")
-            lines.append(f"  - {event.get('start')} to {event.get('end')}: {event.get('summary')}{detail_text}")
+                detail_text = f"; {'; '.join(details)}" if details else ""
+                lines.append(f"  - {event.get('start')} to {event.get('end')}: {event.get('summary')}{detail_text}")
     lines.append("Recently changed entities:")
     history = sorted(
         snapshot.get("history", []),
         key=lambda item: (-entity_importance(item.get("entity_id", "")), item.get("entity_id", "")),
     )
     for item in history:
+        entity_id = item.get("entity_id", "")
+        if entity_id.startswith("calendar.") and entity_id not in calendar_entity_ids_with_events:
+            continue
         transitions = ", ".join(f"{x.get('state')} @ {display_time(x.get('last_changed'))}" for x in item.get("recent_states", [])[-8:])
-        score = entity_importance(item.get("entity_id", ""))
+        score = entity_importance(entity_id)
-        lines.append(f"- importance={score} {item.get('entity_id')}: {transitions}")
+        lines.append(f"- importance={score} {entity_id}: {transitions}")
     return "\n".join(lines)
 
 
@@ -668,6 +677,7 @@ short paragraphs, and readable bullet lists. Remain factual and privacy-aware. I
 - Suggested Home Assistant automations or fixes
 
 Distinguish strong evidence from guesses. Do not invent facts not supported by the data.
+Mention calendar/appointment analysis only when the data contains upcoming calendar appointments; do not comment on empty calendars or calendar state noise.
 {extra_block}{previous_block}
 TODAY'S DATA:
 {input_summary}