How can I programmatically integrate smart home lighting scenes using Home Assistant to dim my living room whenever Hulu detects an unskippably loud commercial break?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I programmatically integrate smart home lighting scenes using Home Assistant to dim my living room whenever Hulu detects an unskippably loud commercial break?
2 real searches · 1 real-search pass
Home Assistant automation scenes light transition media player integration documentation audio loudness detection television commercial detectionGoogle ↗
OBSERVEDReason
Home Assistant MQTT sensor integration documentation Home Assistant automation numeric_state triggerGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Home Assistant automation scenes light transition media player integration documentation audio loudness detection television commercial detection Google ↗
Home Assistant MQTT sensor integration documentation Home Assistant automation numeric_state trigger Google ↗
- MQTT message received · home-assistant.io
- MQTT · home-assistant.io
- Media player · home-assistant.io
- Media player started playing · home-assistant.io
- Media player volume crossed threshold · home-assistant.io
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Home Assistant automation scenes light transition media player integration documentation audio loudness detection television commercial detection OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Home Assistant MQTT sensor integration documentation Home Assistant automation numeric_state trigger OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |