Your personal assistant
Your coding assistant
Live data connections
APIs & databases
Reusable workflows
Just markdown
Autonomous workflows
Multi-step research
Let's do this together.
For the VS Code workflow
Who you are, your beat, your style. The AI reads this first
Write it once,
use it forever.
A skill is a markdown file (a fancy text file) with instructions the AI follows when you invoke it.
Your interview prep skill works for everyone on the team
More context = more relevant help
Skills compound. Context compounds. Ask it to self-correct and improve over time.
OpenTK MCP — 17 tools for Dutch parliamentary data
Search debates, documents, votes, MP information
Your morning briefing, automated
Beat notes + sources + parliament → one skill
Use the skill-creator to build your own
1. Pick a workflow from your daily routine
2. Ask: "$skill-creator Create a skill that does [X]"
3. Test it, then iterate
Your assistant
isn't limited to
what's in your folder.
MCP lets your assistant connect to external services: databases, APIs, search tools, your CMS.
Direct access to refugee displacement data, demographics, asylum applications, resettlement stats.
"How many Syrian refugees were resettled in 2024?"
github.com/rvibek/mcp_unhcr
Your AI assistant can browse the web, take screenshots, and interact with pages.
| MCP | Skills | Subagents | |
|---|---|---|---|
| Analogy | Ingredients | Recipe | Sous-chef |
| What | External data | Reusable instructions | Autonomous agents |
| Difficulty | Medium (setup) | Easy (markdown) | Advanced |
| Use case | UNHCR data, archives | Interview prep, daily digest | Deep research |
Pick 1–2 modules. You have 90 minutes.
Build a verification pipeline. Extract claims, search evidence, document findings.
NLP analysis with open-source models. Zero-shot classification, NER, sentiment.
Dutch public records research. OpenKVK, Rechtspraak, Delpher, BAG Viewer, RDW.
Hugging Face Spaces
Every skill you build makes your assistant smarter.
Every file you add gives it more context.
Share skills with your team, compound the effect.