Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add taivop/marketplace --skill unemployment-statisticsgit clone --depth 1 https://github.com/taivop/marketplaceWrote 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/taivop/marketplace/unemployment-statistics)<a href="https://agentmods.dev/skills/taivop/marketplace/unemployment-statistics"><img src="https://agentmods.dev/badge/skills/taivop/marketplace/unemployment-statistics/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/taivop/marketplace/unemployment-statistics"><img src="https://agentmods.dev/badge/skills/taivop/marketplace/unemployment-statistics.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00025 | $0.00397 |
| Opus 5 | $0.00013 | $0.00198 |
| Sonnet 5 | $0.00005 | $0.00079 |
| Haiku 4.5 | $0.00003 | $0.00040 |
Grade A, and why
unemployment-statistics 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 8d ago.
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.
What it actually says
Unemployment Fund Statistics
Access
- Dataset chooser:
https://andmed.eesti.ee/information-holders/eesti-tootukassa - Dataset metadata API:
https://andmed.eesti.ee/api/datasets/slug/{slug} - Send a browser-like
User-AgentandOrigin: https://andmed.eesti.eeif the API edge rejects a bare client.
Retrieve
- Use the chooser's 17 dataset links to select the subject and copy its slug. Subjects include registered unemployment, daily registered unemployment, vacancies, services, benefits, work-ability assessment, layoffs, work experience, and skills.
- GET
api/datasets/slug/{slug}. For registered unemployment, useregistreeritud-tootud. - Read
distributions; select bytitleEt,format, and coverage rather than array position. - Download the chosen URL in
accessUrls. These API URLs redirect to short-lived signed object-storage URLs, so do not persist the redirect target.
Return
Preserve dataset slug/title/description, organization, temporal coverage, update time, distribution title, format, byte size, license, stable accessUrls URL, retrieval time, and original workbook headers.
Limits
- The obsolete
https://www.tootukassa.ee/et/statistika-ja-uuringudroute renders an error and must not be used. - A dataset can contain multiple XLSX distributions for different demographic or geographic cuts.
- Distinguish month-end stocks, during-month flows, and daily snapshots from titles and headers.
Verify
Require organization.slug: "eesti-tootukassa", public completed metadata, at least one distribution, and a valid XLSX ZIP signature from its stable accessUrls endpoint.
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.
- 8d ago First seen · 34 lines · 25 tokens per session scan A ad7f811a1d4a
unemployment-statistics is a skill published in the GitHub repository taivop/marketplace (17 stars, last pushed 12d ago), licensed MIT. It adds 25 tokens to every session and 397 once invoked, about $0.0001 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 2026-09-04.
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