ClearSkies.
indoor: stale, ignoredDiego (Maria's son) · child + asthma · no central AC · Edison, NJ 08817
Scenario
Language
What is Diego about to do?
Outdoor air is clean enough today that this doesn’t change Diego’s tier. It matters most on smoky / high-particle days.
Tier 0 · low confidence · No current risk
Safe
Preparing Diego’s guidance…
Diego’s action plan
AI explanation- 1
- 2
- 3
Human-in-the-loop review
Flagged for review · 2This decision was added to the human review queue because:
- ⚑Indoor PM reading is stale, excluded from the decision
- ⚑Low-confidence decision, flagged for a closer human check
A person reviews flagged cases, ClearSkies does not resolve these on its own.
Indoor PM2.5 · PMS5003
50 µg/m³
Moderate
Stale reading, not used in decision
Outdoor PM2.5
AQI 49
Good
AirNow live · current
Outdoor ozone
AQI 13
Good
AirNow live · PM sensor cannot measure ozone
NWS alert
No active NWS alert
NWS live
AirNow ozone can still be elevated; NWS alerts are a separate source.
Temperature + humidity · SHT31
27.6°C temperature39% humiditycomfort only · not used in the safety decision
Why ClearSkies decided this
- No recent valid sensor reading; using regional data only.
Why ClearSkies, not a web search or one sensor
Each source sees only one slice of Diego’s air, so no single one is enough. ClearSkies combines them, and flags when a source is blind.
A web searchGeneric advice written for “everyone”↳ Can’t see Diego’s room, or which pollutant is dangerous today
EPA AirNowOutdoor PM2.5 AQI 49 · ozone AQI 13↳ Regional monitor, not the air inside Diego’s bedroom
Indoor PM sensor (PMS5003)50 µg/m³ of particles in the room↳ Physically blind to ozone, a clean reading can falsely reassure
ClearSkiesCombines all of them + official guidance → one cited action for Diego, and says out loud when it can’t see the whole picture.
Technical evidence ▾
| Input | Value | Category | Source | Freshness | Used? |
|---|---|---|---|---|---|
| Indoor PM2.5 (PMS5003) | 50 µg/m³ | Moderate | live sensor | stale (80h ago) | no |
| Indoor temp (SHT31) | 27.62°C | - | live sensor | stale (86h ago) | no |
| Indoor humidity (SHT31) | 39.05% | - | live sensor | stale (86h ago) | no |
| Outdoor PM2.5 | AQI 49 | Good | AirNow live | current | yes |
| Outdoor ozone | AQI 13 | Good | AirNow live | current | yes |
| NWS alert | No active NWS alert | - | NWS live | current | no |
Limitations
- The indoor PM2.5 sensor cannot measure ozone.
- AirNow is a regional reading, not specific to Diego’s room.
- Sensor data is not medical-grade; ClearSkies is not a medical device.
Rule engine sets the tier · the AI only explains · ClearSkies does not make medical decisions