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效率与协作 · SKILL.md

unemployment-statistics

unemployment-statistics

【效率与协作】Query Estonian Unemployment Insurance Fund statistics and studies for labor-market, unemployment, and employment-service indicators.

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技能说明

GitHub

name: unemployment-statistics description: Query Estonian Unemployment Insurance Fund statistics and studies for labor-market, unemployment, and employment-service indicators.

Unemployment Statistics (Töötukassa)

Use when

  • You need unemployment and labor-market indicators from Töötukassa.
  • You need employment-service trend context.

Avoid when

  • You only need macro labor indicators already in Stats Estonia tables.

Inputs

  • Period, region, demographic scope, and indicator set.

Outputs

  • Unemployment/labor dataset and trend summaries.

Primary endpoints

Workflow

  1. Locate target indicator publication/table.
  2. Extract period and regional dimensions.
  3. Normalize metric definitions and units.
  4. Return analysis-ready table with metadata notes.

Human setup (when needed)

  • If data must be downloaded manually from portal widgets, guide user through exact selections and continue from exported files.

Quality checks

  • Preserve indicator definitions per publication.
  • Distinguish stock vs flow metrics.

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.
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