What Topo does
Topo connects you to live, reliable data when you're off the grid. It's designed to be practical:
- Trusted Sources: Topo relies on live, authoritative data. It uses light weight,
intelligent front end to understand your intent and route questions to specialized internal tools.
- Standardized Output: Responses focus on stability, using consistent formats and
terminology so they're easy to parse in a single text message.
- Web Search: If existing tools can't fetch the answer, Topo can search the web to find
what you need.
- Community Driven: New tools are added based on what you need in the field.
- Accuracy First: Topo prioritizes accuracy. It can make multiple API calls to fetch the
best answer, so it may take up to 2 minutes to respond.
Ask things like:
- Weather forecasts
- Car camping spots
- Fire danger level and camp fire restrictions
- Air quality or smoke conditions
- Parking and camping permit requirements
- Bus times to trailheads
- Snow depth and avalanche danger
- Water sources and flow rates
- Any other questions!
Weather Cheat Sheet
Topo adapts to how you ask. If your device sends location, just say "Weather
here". Or try these:
Quick Check
"Weather in Yosemite"
Best for: General status. Get current temps, rain chance, and wind.
Trip Planning
"Weather Yosemite next 3 days"
Best for: Weekend trips. Get a 3-day summary (Fri-Sun).
Tactical
"Hourly weather Yosemite"
Best for: Alpine starts. Get 3-hour breakdown to time your weather
window.
Safety / Deep Dive
"Is it safe to hike Half Dome?"
Best for: Risk assessment. Detailed analysis of wind chill, gusts, and
storm risks.
Common Abbreviations
To save bandwidth, Topo uses standard weather abbreviations:
- ovc/sct/brkn: overcast / scattered / broken clouds
- lt/hvy: light / heavy (rain/snow)
- fl: feels like (temp)
Avalanche Cheat Sheet
Get precise, localized avalanche forecasts for the US backcountry. Topo maps your
location to National Avalanche Center (NAC) zones.
General Forecast
"Lake Tahoe avalanche report"
Best for: Overall danger levels. Get danger ratings for Alpine,
Treeline, and Below Treeline bands.
Precision Zones
"Avalanche report 37.7575, -122.4118"
Best for: Border regions. Exact coordinate mapping to the correct NAC
forecast polygon.
Specific Problems
"Avalanche problems near Castle Peak?"
Best for: Terrain choices. Know if you're dealing with Wind Slabs or
Persistent Slabs, and on what aspects.
Direct Questions
"Are there cornices on Mt Hood?"
Best for: Focused inquiries. Topo answers your exact question directly
from the raw advisory text.
Understanding the Output
Example response: Lake Tahoe: avalanche danger (Alp/Tln/Blw) High(4)/High(4)/High(4) today, High(4)
tonight. Avoid all avalanche terrain. Sierra Avalanche Center.
- Alp/Tln/Blw: Alpine / Treeline / Below Treeline elevation bands
- Mod(2), Consid(3), High(4): Official US danger ratings (1-5 scale)
- US Only: Forecasts are currently limited to regions covered by the National Avalanche
Center.
Where the data comes from
Weather
- OpenWeatherMap — global forecasts & alerts
Conditions
- National Avalanche Center (NAC) — US avalanche forecasts
- CAL FIRE — wildfires
- USGS — gauged river flow
- NOAA National Water Model — water sources (modeled estimates; always verify visually)
- NOHRSC — snowpack
General
- Web search via multiple search engines
Real questions, real answers
Actual exchanges from field use.
-
Q. Where are best camp spots east of Mt Hood in Oregon?
Topo. Still Creek (4.3*) 31000 E Perry Vickers Rd, Gov't Camp, 9km S; Lost
Lake Resort (4.5*) 9000 Lost Lake Rd, Hood River, 17km NW of Mt. Hood.
-
Q. What facilities are there at Lost Lake Resort in Oregon?
Topo. Lost Lake Resort, OR: cabins, yurts, camping, store, boat rentals,
showers, hiking, fishing, swimming. Open May–Oct. No cell/Wi‑Fi.
-
Q. Give me the bus schedule leaving Skogar going to Reykjavik on August 12
2025
Topo. Aug 12, 2025: Bus Skogar to Reykjavik departs 10:15 (Highland Bus) or
16:25 (Strato, transfer at Selfoss), trip 3–9 hrs.
-
Q. Are there any wildfires near the John Muir Trail?
Topo. CAL FIRE Pack Fire 64mi NE, 4,200 acres, 85% contained. Web update:
Light smoke visible at higher elevations, air quality good per Mammoth sensors (AQI 15).
-
Q. How much snow is at Timberline Lodge?
Topo. Timberline Lodge, OR snow: depth 11 cm (4.3 in), SWE 31 mm. NOHRSC
modeled estimate as of 2025-12-01 18:04 UTC.
-
Q. Give me water sources near Muir Trail Ranch
Topo. Water near Muir Trail Ranch: Hot Springs 0.4km S flow2.48m3/s; S Fork
San Joaquin R 2.3km W flow2.82m3/s; Senger Crk 2.5km NE flow0.06m3/s