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Jobdanmark Search

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MadsLorentzen
jobdanmark-search

Make sure to use this skill whenever the user mentions anything related to Danish job listings, job search in Denmark, finding work in Denmark, or job vacancies on Jobdanmark — even if they don't explicitly mention jobdanmark.dk. Also invoke this skill for questions about specific Danish job categories, municipalities, job types, or salaries in a job-search context. Trigger phrases include: danish jobs, jobs in denmark, find job denmark, job search denmark, danish job listings, jobdanmark, job opslag, find job, jobsøgning, ledige stillinger, stillingsopslag, job i Danmark, fuldtidsjob, deltidsjob, studiejob, praktikplads, elev, fleksjob, IT job denmark, sygeplejersker job, håndværker job, ingeniør job, pædagog job, kontor job, leder job, salg job, hotel job, kirke job, job aarhus, job københavn, job odense, job aalborg, job sjælland, job jylland, job fyn, jobkategorier denmark, ledige job, ansøgningsfrist, søg job, job opslaget, jobopslag, danish vacancies, work in denmark, employment denmark, job denmark, jobs near me denmark, apprentice denmark, internship denmark, part-time denmark, full-time denmark.

Overview

PublisherMadsLorentzen
Repositoryai-job-search
Skill namejobdanmark-search
Stars
46.2K
Forks
15.9K
Bundled files
21
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 21 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by MadsLorentzen on GitHub. Read the source before you install it.

Installation

Install the Jobdanmark Search AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/MadsLorentzen/ai-job-search/tree/master/.agents/skills/jobdanmark-search
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/MadsLorentzen/ai-job-search.git /tmp/ai-job-search
mkdir -p .claude/skills
cp -r /tmp/ai-job-search/.agents/skills/jobdanmark-search .claude/skills/jobdanmark-search
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Jobdanmark Search in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Jobdanmark Search on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Jobdanmark Search is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Jobdanmark Search Skill

Access live Danish job listings from the Jobdanmark.dk public API. No authentication needed. Covers ~15,000+ active job listings across 10 categories and all Danish municipalities.

When to use this skill

Invoke this skill when the user wants to:

  • Search for job listings in Denmark (by keyword, location, category, or job type)
  • Browse available jobs in a specific Danish city, municipality, zip code, or region
  • Filter jobs by employment type (full-time, part-time, student job, apprentice, etc.)
  • Look up the full details of a specific job posting including description and deadline
  • List all job categories with current live job counts
  • Resolve a job search term into a job title ID or category ID for precise filtering
  • Find location suggestions (municipalities, zip codes, regions) for job search filters

Commands

Search job listings

bash
bun run .agents/skills/jobdanmark-search/cli/src/cli.ts search [flags]

Key flags:

  • --text <keyword> — free-text search, e.g. elektriker, sygeplejerske, softwareudvikler
  • --category <id> — category ID (see Categories table below)
  • --jobtitle-id <id> — job title ID from autocomplete results
  • --municipality <name> — e.g. Odense, København, Aarhus
  • --zip <code> — zip code, e.g. 5000, 8000, 2100
  • --region <name> — region name, e.g. Midtjylland, Sjælland
  • --job-type <types> — comma-separated: fuldtid, deltid, fleksjob, elev, studiejob, praktik
  • --page <n> — page number (30 items per page, server-enforced)
  • --limit <n> — cap total results returned by CLI
  • --format json|table|plain

Per-page is fixed at 30 by the API. Use --page to paginate.

Full job detail

bash
bun run .agents/skills/jobdanmark-search/cli/src/cli.ts detail <slug> [--format json|plain]

slug is the URL path segment returned as slug in search results (e.g. it-chef-soeges-til-rah). Returns full structured job data from the job page. The CLI prefers Schema.org JSON-LD when present and falls back to parsing the rendered HTML when Jobdanmark omits JSON-LD.

List categories with live counts

bash
bun run .agents/skills/jobdanmark-search/cli/src/cli.ts categories [--format json|table|plain]

Returns all 10 job categories with current live job counts. Useful for giving the user an overview of the job market.

Autocomplete job titles and categories

bash
bun run .agents/skills/jobdanmark-search/cli/src/cli.ts autocomplete --query "<text>" [--limit <n>]

Use this to resolve search terms into precise job title IDs (--jobtitle-id) or category IDs (--category) for search. The value field in results is the ID to pass to search.

Suggest locations

bash
bun run .agents/skills/jobdanmark-search/cli/src/cli.ts locations --query "<text>" [--limit <n>]

Returns matching municipalities, zip codes, and regions. Use value from results as --municipality or --zip in search.


Categories

IDDanishEnglish
227972Pædagogik, Uddannelse og ForskningEducation, Research
227973Håndværk, Industri, Transport og LandbrugCrafts, Industry, Transport, Agriculture
227974Salg, Kommunikation, Marketing, og DesignSales, Communication, Marketing, Design
227975Pleje, Social og SundhedCare, Social, Health
227976Hotel, Service, Restauration og SikkerhedHotel, Service, Restaurant, Security
227977Kontor, Finans og ØkonomiOffice, Finance, Economy
227978IT, Ingeniør og EnergiIT, Engineering, Energy
227979Ledelse, HR og projektstyringManagement, HR, Project Management
543415Kirke, Kultur og UnderholdningChurch, Culture, Entertainment
227980Øvrige jobOther jobs

How to use effectively

Resolve locations first. Use locations to find the correct municipality name or zip code before passing them to search:

bash
bun run .agents/skills/jobdanmark-search/cli/src/cli.ts locations --query "Aarhus" --format plain

Resolve job titles for precision. Use autocomplete to get the exact job title ID when the user wants a specific role:

bash
bun run .agents/skills/jobdanmark-search/cli/src/cli.ts autocomplete --query "sygeplejerske" --format plain

Natural workflow: search → detail.

  1. Use search to get a list of matching jobs with their slug.
  2. Call detail <slug> to get the full job posting with description, deadline, and organization details.

Use --format table for comparisons, --format json for data processing, and --format plain for single-record detail views.

Pagination: The API returns 30 items per page (server-enforced). Use --page to navigate through results. Use --limit to cap CLI output regardless of page size.

Combine filters for precise results — e.g. --text + --job-type + --municipality all work together in a single search request.


Usage examples

IT jobs in Copenhagen

bash
bun run .agents/skills/jobdanmark-search/cli/src/cli.ts search \
  --category 227978 \
  --municipality "København" \
  --job-type fuldtid \
  --format table

Nursing jobs anywhere in Denmark

bash
bun run .agents/skills/jobdanmark-search/cli/src/cli.ts search \
  --text "sygeplejerske" \
  --category 227975 \
  --format table

Student jobs in Aarhus

bash
bun run .agents/skills/jobdanmark-search/cli/src/cli.ts search \
  --municipality "Aarhus" \
  --job-type studiejob \
  --format table

What job categories are most active right now?

bash
bun run .agents/skills/jobdanmark-search/cli/src/cli.ts categories --format table

Full details for a specific job posting

bash
bun run .agents/skills/jobdanmark-search/cli/src/cli.ts detail it-chef-soeges-til-rah --format plain

Find jobs in zip code 8000

bash
bun run .agents/skills/jobdanmark-search/cli/src/cli.ts search --zip 8000 --format table

What electrician jobs are available?

bash
bun run .agents/skills/jobdanmark-search/cli/src/cli.ts search \
  --text "elektriker" \
  --category 227973 \
  --job-type "fuldtid,deltid" \
  --format table

Apprentice positions in all of Denmark

bash
bun run .agents/skills/jobdanmark-search/cli/src/cli.ts search \
  --job-type elev \
  --page 1 \
  --format table

Output formats

FormatBest for
jsonDefault — programmatic use, data processing, passing IDs between commands
tableQuick human-readable overviews and comparisons
plainSingle-record detail views (detail)

All errors are written to stderr as { "error": "...", "code": "..." } and the process exits with code 1.


Notes

  • All data is from the public Jobdanmark.dk API — no credentials required.
  • Pagination is 1-indexed (--page 1 is the first page). 30 items per page, server-enforced.
  • The detail command fetches the HTML job page and parses embedded JSON-LD when available, with a rendered-HTML fallback for pages that omit structured data. It does not use a separate JSON API.
  • slug in search results is extracted from the API's relative url field (the path after /job/); it is also emitted as id, the portal-contract name every search CLI shares.
  • applicationDeadline in search results can be null (no deadline set).
  • Job type values for filters: fuldtid, deltid, fleksjob, elev, studiejob, praktik.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Jobdanmark Search AI skill do?

Make sure to use this skill whenever the user mentions anything related to Danish job listings, job search in Denmark, finding work in Denmark, or job vacancies on Jobdanmark — even if they don't explicitly mention jobdanmark.dk. Also invoke this skill for questions about specific Danish job categories, municipalities, job types, or salaries in a job-search context. Trigger phrases include: danish jobs, jobs in denmark, find job denmark, job search denmark, danish job listings, jobdanmark, job opslag, find job, jobsøgning, ledige stillinger, stillingsopslag, job i Danmark, fuldtidsjob, delt...

Why use Jobdanmark Search on TypingMind?

Because you install it once and use it with any model. Jobdanmark Search is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Jobdanmark Search in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/MadsLorentzen/ai-job-search/tree/master/.agents/skills/jobdanmark-search. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Jobdanmark Search?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Jobdanmark Search?

As many as you like. As long as a model supports skills, you can use Jobdanmark Search with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Jobdanmark Search AI skill free?

Yes. It is published on GitHub by MadsLorentzen under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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