weather-data

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Query Estonian Weather Service XML feeds for forecast and observation data usable in time-series and impact analysis.

taivop By taivop schedule Updated 2/24/2026

name: weather-data description: Query Estonian Weather Service XML feeds for forecast and observation data usable in time-series and impact analysis.

Estonia Weather Data

Use when

  • You need weather observations or forecast feeds from official service.
  • You need weather covariates for demand, transport, or health models.

Avoid when

  • You need climate normals that are not available in feed endpoints.

Inputs

  • Feed type (forecast/observations), stations/locations, period.

Outputs

  • Parsed weather dataset with timestamps and variable schema.

Primary endpoints

Workflow

  1. Pull required XML feed.
  2. Parse timestamps, station/location fields, and numeric variables.
  3. Convert units/timezones consistently.
  4. Return tidy tabular output.

Human setup (when needed)

  • Usually none.

Quality checks

  • Handle missing station readings safely.
  • Document timezone assumptions explicitly.

Access reality

Request contract

  • Use the listed primary endpoints as authoritative entry points.
  • If API/query parameters are only visible in-browser, preserve exact request URL, params, and headers in output metadata.
  • If endpoint is UI-only, document click path and extraction method used.

Output schema expectations

  • Keep at least: source URL, retrieval timestamp, publication/update date (if available), title/record label, and extracted governance-relevant fields.
  • Preserve original field names when present in downloadable/API output.

Limits and caveats

  • Confirm whether data is open-download, UI-only, or authenticated before claiming full access.
  • Separate narrative/guidance text from measurable records.

Verification hooks

  • Validate endpoint reachability and content type before extraction.
  • Validate that each extracted claim is linked to a concrete source URL.
Install via CLI
npx skills add https://github.com/taivop/marketplace --skill weather-data
Repository Details
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