Polymarket Weather Scanner
by @lucasnocodo
Weather forecast analysis for Polymarket prediction markets. Find edge in temperature betting markets using 9-model ensemble forecasts (GFS, ECMWF, GraphCast...
clawhub install polymarket-weather-scannerπ About This Skill
name: polymarket-weather-scanner description: Weather forecast analysis for Polymarket prediction markets. Find edge in temperature betting markets using 9-model ensemble forecasts (GFS, ECMWF, GraphCast). Detect mispriced weather contracts and identify profitable trading opportunities. license: MIT user-invocable: true metadata: {"openclaw":{"requires":{"env":[],"bins":["curl","jq"]},"primaryEnv":"POLYMARKET_SCANNER_API_KEY","files":["scripts/*"]}}
Polymarket Weather Scanner
Find profitable opportunities in Polymarket temperature markets using multi-model ensemble weather forecasts.
Works out of the box -- no API key needed for free tier (3 cities, 5 scans/day). Just install and run /scan.
What this skill does
Quick Start
Install the skill, then:
/scan
That's it. No setup needed for free tier.
For full access (all 16 cities, 100 scans/day), get a free API key:
curl -X POST https://polymarket-scanner.fly.dev/keys/free
Then set: export POLYMARKET_SCANNER_API_KEY="pm_your_key_here"
Commands
/scan - Scan for mispriced markets
Scan all active weather temperature markets for profitable opportunities.When the user asks to scan weather markets, find opportunities, check for edge, or look for Polymarket trades, run:
bash {baseDir}/scripts/scan.sh
Optional: pass number of days ahead to scan (default: 1). Example: bash {baseDir}/scripts/scan.sh 3
Display results as a table showing: city, date, forecast temp, confidence tier, edge %, and market cost.
/forecast - Get ensemble forecast
Get the multi-model ensemble weather forecast for a specific city.When the user asks for a weather forecast, temperature prediction, or model comparison, run:
bash {baseDir}/scripts/forecast.sh "" ""
Where
And
Display the forecast showing: high temperature, standard deviation, number of models used, and individual model predictions.
/cities - List available cities
Show which cities are available for scanning based on your tier.bash {baseDir}/scripts/cities.sh
/tiers - Show subscription plans
Display available subscription tiers and pricing.bash {baseDir}/scripts/tiers.sh
Tiers
| Tier | Price | Cities | Scans/day | Features | |------|-------|--------|-----------|----------| | Free | $0 | NYC, Chicago, Miami | 5 | Core scanning | | Scanner | 5 USDC/mo | All 16 cities | 100 | Full coverage | | Pro | 15 USDC/mo | All 16 cities | Unlimited | + Backtest | | Trader | 30 USDC/mo | All 16 cities | Unlimited | + Auto-trade signals |
Payment: USDC on Base chain. Run /tiers for details.
Use Cases
How It Works
1. Fetches forecasts from multiple independent weather models via Open-Meteo API 2. Calculates ensemble high temperature and standard deviation across models 3. Maps temperature to Polymarket range probabilities (e.g., "NYC high temp 60-69F") 4. Compares forecast probability vs market price for each range 5. Flags ranges where forecast probability exceeds market price (positive edge) 6. Rates confidence based on how many models agree
External Endpoints
| Endpoint | Data Sent | Purpose |
|----------|-----------|---------|
| https://polymarket-scanner.fly.dev/scan/weather | API key (header) | Scan markets |
| https://polymarket-scanner.fly.dev/forecast/{city} | API key, city, date | Get forecast |
| https://polymarket-scanner.fly.dev/cities | API key | List cities |
| https://polymarket-scanner.fly.dev/tiers | None | Show pricing |
| https://polymarket-scanner.fly.dev/keys/free | Client IP | Create free key |
Security & Privacy
By using this skill, scan requests are sent to the Polymarket Weather Scanner API. Only install if you trust this service.
β‘ When to Use
π‘ Examples
Install the skill, then:
/scan
That's it. No setup needed for free tier.
For full access (all 16 cities, 100 scans/day), get a free API key:
curl -X POST https://polymarket-scanner.fly.dev/keys/free
Then set: export POLYMARKET_SCANNER_API_KEY="pm_your_key_here"