ai-blootstellingskaart

Biedt AI-impactscores, prognoses, salarisinfo en tools voor 103 Nederlandse beroepen volgens de AI Blootstellingskaart van CBS 2014.

Security Scan

The skill is an instruction-only wrapper for a public API that returns AI-impact scores for Dutch occupations; its requests, scope, and lack of privileges are consistent with its description.

Purpose & Capability

The name and description promise AI-impact data for 103 Dutch occupations and the SKILL.md points to a single external API (simondjanssen.nl) that serves that data. No unrelated binaries, credentials, or config paths are requested.

Instruction Scope

Runtime instructions are narrowly scoped to two GET endpoints on simondjanssen.nl and example JSON responses. The instructions do not ask the agent to read local files, other env vars, or transmit unrelated data. Note: queries are sent as HTTP GETs and will be visible to the remote host (query string may be logged).

Install Mechanism

No install spec or code is provided (instruction-only), so nothing is written to disk or downloaded at install time.

Credentials

The skill requires no environment variables, credentials, or config paths. This is proportionate to a public, unauthenticated API.

Persistence & Privilege

always is false and the skill does not request persistent or elevated privileges; autonomous invocation is allowed (platform default) but there are no extra privileges or cross-skill config writes declared.

Assessment

This skill is coherent and lightweight: it simply queries a public API on simondjanssen.nl for occupation data. Before installing, confirm you trust that external site (check the linked author pages and methodology), and be aware that any queries you make are sent in plain GET requests and could be logged by that server. Because no credentials are required, there is no secret exfiltration risk from environment variables, but avoid sending personal or sensitive data in queries. If you need guaranteed offline or internal-source data, prefer a local dataset instead of this networked API.

AI Blootstellingskaart Nederland

Check de AI-impact op elk Nederlands beroep via een gratis API.

Wat het doet

Deze skill geeft toegang tot de AI Blootstellingskaart: 103 Nederlandse beroepsgroepen (CBS BRC 2014) met AI-scores, prognose 2030, salaris, career advice en concrete AI-tools.

API

Alle beroepen ophalen:

GET https://simondjanssen.nl/api/beroep

Eén beroep opzoeken (fuzzy matching):

GET https://simondjanssen.nl/api/beroep?naam=verpleegkundige

Response voorbeeld

{
  "name": "Verpleegkundigen MBO",
  "sector": "Zorg en welzijn",
  "ai_score": 2,
  "vulnerability": 3,
  "jobs": 192000,
  "salary": 36000,
  "forecast_2030": {
    "trend": "sterke groei",
    "range_low": 12,
    "range_high": 23,
    "risk_label": "Laag"
  },
  "career_advice": {
    "type": "veilig",
    "title": "Veilig beroep",
    "summary": "..."
  },
  "tools": ["Epic ECD", "Chipsoft HiX", "Woebot AI"],
  "source": "AI Blootstellingskaart — simondjanssen.nl/ai-kaart",
  "license": "CC BY 4.0"
}

Voorbeeldvragen

• "Wat is de AI-impact op mijn beroep als verpleegkundige?"
• "Welke beroepen zijn het meest kwetsbaar voor AI?"
• "Wat is de prognose 2030 voor developers?"
• "Welk salaris hoort bij een administratief medewerker?"

Data

• 103 CBS BRC 2014 beroepsgroepen
• 5,8 miljoen banen (~60% werkzame bevolking)
• AI-scores: LLM-schattingen, cross-gevalideerd met Felten et al., OECD, WEF
• Prognose 2030: momentum + AI-disruptie × NL-kwetsbaarheid

Auteur

Simon Janssen — CTO bij HappyNurse, Advisory Board CIONET Nederland.

• Site: https://simondjanssen.nl
• Kaart: https://simondjanssen.nl/ai-kaart
• Methodologie: https://simondjanssen.nl/ai-kaart/methodologie
• LinkedIn: https://linkedin.com/in/simondjanssen

Licentie

CC BY 4.0 — Vrij te gebruiken met bronvermelding.