name: weather-demand description: Weather-driven demand forecasting — correlate temperature with energy/commodity trade flows, Holt-Winters predictions user-invocable: true metadata: {"openclaw":{"requires":{"env":[]}},"homepage":"https://sputnikx.xyz","author":"SputnikX","version":"1.0.0","tags":["weather","forecast","demand","energy","commodities"]}

Weather-Demand Forecasting

Correlate Baltic weather data with commodity trade flows. Holt-Winters time series forecasting. Temperature → energy demand predictions.

Base URL

https://sputnikx.xyz/api/v1/agent

Demand Forecast ($0.10 x402)

curl "https://sputnikx.xyz/api/v1/agent/trade/demand-forecast?reporter=LV&hs2=27&months=6"

Returns: Holt-Winters forecast with confidence intervals for commodity imports.

Weather + Trade Correlation

curl "https://sputnikx.xyz/api/v1/agent/trade/seasonality?reporter=LV&hs2=27"

Returns: Monthly patterns showing temperature-trade correlation.

Use Cases

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• Predict heating fuel demand based on weather forecast
• Anticipate commodity import spikes before they happen
• Plan inventory based on seasonal weather patterns
• Analyze climate impact on Baltic trade flows

這個 Skill 功能定位清晰（天氣驅動的需求預測），但檔案結構過於簡單，只有描述文件沒有實際程式碼，讓人難以判斷其可靠性和質量。優點是 API 端點說明完整，有具體使用示例；不足是缺少 README 說明和程式碼實現，普通使用者無法直接使用。建議選擇文件更完整、有示例程式碼和測試驗證的 Skill。