Source
Approved data feed, document, event, price, weather, policy, research, or odds source.
Glass Lab targethttps://glass-lab.up.railway.app?artifact=weather-disaster%3Asource
Plain-language user guide
How to use Weather Lab
Three steps: set your location, check the hazard snapshot, then ask KELLY. Every read links to proof — not emergency advice.
Workflow
Use the lab in five moves
- Tap Use my location for a personal hazard read (coordinates stay in this browser tab only).
- Check the live hazard card for probability, time window, and active triggers.
- Pick a popular question or type your own — KELLY answers inside this lab.
- Open Glass Lab proof when you want to see the evidence behind a read.
- Use Advanced below the fold only when you need route health or audit detail.
For researchers & proof auditors
Artifact spine
The required proof path
Observation
A tagged fact candidate KELLY can inspect without trusting blindly.
Glass Lab targethttps://glass-lab.up.railway.app?artifact=weather-disaster%3Aobservation
Hypothesis
The causal question, bridge, or forecast KELLY wants reality to test.
Glass Lab targethttps://glass-lab.up.railway.app?artifact=weather-disaster%3Ahypothesis
Proof receipt
The evidence packet that explains what KELLY saw and why it moved.
Glass Lab targethttps://glass-lab.up.railway.app?artifact=weather-disaster%3Aproof
Replay
The reconstruction path that proves the chain can be rebuilt later.
Glass Lab targethttps://glass-lab.up.railway.app?artifact=weather-disaster%3Areplay
Settlement
The reality-close record: what happened, when, and from which authority.
Glass Lab targethttps://glass-lab.up.railway.app?artifact=weather-disaster%3Asettlement
Calibration
The score that separates accuracy from confident language.
Glass Lab targethttps://glass-lab.up.railway.app?artifact=weather-disaster%3Acalibration
Memory eligibility
A replay-backed candidate that may influence future KELLY work.
Glass Lab targethttps://glass-lab.up.railway.app?artifact=weather-disaster%3Amemory
Proof presets
High-value forecasts this lab is built to inspect
24-hour local hazard closure
What is the overall weather risk for my region over the next 24 hours?
Why this mattersShort-term proof that KELLY can track fast-changing reality from approved public feeds.
Reality signalNOAA/NWS alert, current observation, water/weather update, closure receipt
Open proof targetStorm/flood watch
Where is storm and flood risk strengthening over the next two weeks?
Why this mattersMedium-term proof that KELLY can connect geography, weather, hydrology, and source freshness.
Reality signalforecast shift, hydrology threshold, hazard source, replay trail
Open proof targetDisaster pressure thesis
Which regions show rising disaster pressure across weather, water, fire, and infrastructure signals?
Why this mattersLong-term proof that KELLY can remember recurring pressure and revise as reality changes.
Reality signalmulti-source trend, contradiction checks, settlement and calibration
Open proof targetSource families
What KELLY watches
- NOAA and National Weather Service
- NOAA water and hydrology APIs
- NASA hazard and earth observation feeds
- GeoNames location context
- Open-Meteo and public weather feeds
Proof standard
What makes it trustworthy
- Private user location can guide a personal view without writing Prime ground truth.
- Prime KELLY stays worldwide and source-governed.
- Forecasts must name source freshness and uncertainty.
- Reality closure checks official outcomes, not user preference.
Boundary
What this is not
This is not emergency, evacuation, medical, or safety advice. Always follow official alerts and local authorities.
Every displayed forecast must link to Glass Lab or clearly say the artifact is pending.
User controls
Export, delete, location, feedback
Use Causalea Settings for browser-local export/delete, private coarse location, appearance, and feedback. This lab does not store precise coordinates and does not let public users write KELLY Prime.