Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/jokull/icelandic-datanpx agentmods add skills/jokull/icelandic-data/vinnumalastofnunWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/jokull/icelandic-data/vinnumalastofnun)<a href="https://agentmods.dev/skills/jokull/icelandic-data/vinnumalastofnun"><img src="https://agentmods.dev/badge/skills/jokull/icelandic-data/vinnumalastofnun/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/jokull/icelandic-data/vinnumalastofnun"><img src="https://agentmods.dev/badge/skills/jokull/icelandic-data/vinnumalastofnun.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00033 | $0.01115 |
| Opus 5 | $0.00016 | $0.00558 |
| Sonnet 5 | $0.00007 | $0.00223 |
| Haiku 4.5 | $0.00003 | $0.00112 |
Grade A, and why
vinnumalastofnun scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 87 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Vinnumálastofnun — Directorate of Labour (VMST)
Requires: Tier 0 (core) for the Excel files; Tier 2 (browser) for the Power BI capture.
Unemployment, job vacancies, and work-permit statistics. Monthly data with a rolling multi-year window. The Hagtalnanefnd report (March 2026) explicitly cites VMST's mælaborð, Excel and PDF triple-publication pattern.
Landing page
https://island.is/s/vinnumalastofnun/maelabord-og-toelulegar-upplysingar
(Note: vmst.is/* → island.is/redirects/vmst.is/* 301 redirect.)
Data sources
1. Power BI — "Gagnvirk tölfræði Vinnumálastofnunar"
Interactive dashboard, filterable by region, industry, gender, month, year.
| Property | Value |
|---|---|
| Tenant | 764a306d-0a68-45ad-9f07-6f1804447cd4 |
| Report key | e74521bb-e501-4b02-8aa2-08a8bb84d087 |
| Default page | ReportSection7e7dca64570c18a74eb9 |
| Embed URL | https://app.powerbi.com/view?r=<base64> — see scripts/vinnumalastofnun.py |
Scrape with the Playwright-intercept pattern (same as landlaeknir, ferdamalastofa, maelabord_landbunadarins).
2. Excel — "Helstu talnagögn um atvinnuleysi"
https://assets.ctfassets.net/8k0h54kbe6bj/688FRtXuoA4qkPXerKcuMT/e6b9794d1bdfcf5cb5747a46b9b3d836/Talnagogn_atvinnuleysi.xlsm
Monthly unemployment time-series workbook. Updated when monthly reports are published (typically second week of the following month). Direct download via httpx — no auth, no scraping.
3. Mánaðarskýrslur (Monthly PDF reports)
Listed on the landing page as a filtered "frétta" view. Each report is a PDF with narrative commentary + summary tables. Used alongside the Excel for context.
Key series
- Skráð atvinnuleysi — registered unemployment rate (monthly, %).
- Fjöldi í atvinnuleit — job-seeker counts by gender, age, region, industry, duration.
- Atvinnuleyfi til erlendra ríkisborgara — work permits issued (law-mandated annual report).
- Mannaflaþörf — labor demand by occupation (annual, law-mandated).
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- yesterday Changed · +2 lines f986a1b6ff0b
- 12d ago First seen · 85 lines · 33 tokens per session scan A 18b74e171996
vinnumalastofnun is a skill published in the GitHub repository jokull/icelandic-data (53 stars, last pushed yesterday), licensed MIT. It adds 33 tokens to every session and 1,115 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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