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For parents, whānau and curious learners · Use with your AI
Find where learning gets stuck. Know what to try next.
A wrong answer can start much earlier than today's lesson. Give your AI this learning map: explore the question together, check the foundations, then choose a small next step.
Connect your AI to the map Watch the 2-minute guide
Explore a topic
1,859small learning steps
3,981links showing what comes first
Freeto explore, no sign-up
Watch it in action
Follow the links. Find the missing step.
Follow Pythagoras through a constellation of knowledge, trace earlier foundations and see how a small gap can affect the next step.
Getting started
Copy. Connect. Learn together.
Your AI reads the learning map for you. This website helps you connect it and see what it can use.
Copy the setup prompt
Paste it into your AI. Tools with local setup access can add the connection for you. If your app needs a settings step or restart, the guide tells you.
No API key or loginGet the prompt
Start with one question
Tell your AI what your child is learning. It can look up the topic, find the foundations and suggest a short activity.
- “Help us practise telling the time.”
- “What comes before fractions?”
You guide the learningExplore the map
Your AI, with a learning map
One prompt to get started.
Choose where you use AI, copy the prompt and paste it into a new conversation. Our MCP is public and free: no registration, login or key.
The learning map
Every step has steps before it.
Choose an idea to see its foundations, a question to try, and a path you can work through together.
Website language changes the parent guide. Learning topics, examples and AI prompts stay in English. Search using English topic names.
Year filters include mapped maths and NZ activities. Suggested years help you search; read the specific curriculum scope. NCEA levels do not equal school years.
Original graph + NZ contexts
Loading learning topics…
About the NZ version
A learning map your AI can read.
1,859 topics and 3,981 connections help your AI find the small steps behind a bigger learning goal.
How it works
Connected learning steps
The AI can search topics, check prerequisites and build a practice sequence. Each topic includes examples and questions to support learning at home.
NZ connections
Learning through everyday life
The original Marble graph is joined by 16 NZ activities and a maths supplement spanning Years 0–13. It adds 264 topics and enriches 152 existing topics, with diagnostic questions, hints and separate curriculum mappings. Research drafts and remaining coverage gaps are documented.
Open data
Free to use and build on
The graph and source code are open. Explore the data, suggest a correction or connect your own learning tool.
View the projectPrivacy & use
Keep learning personal.
No account needed
The public MCP reads the learning graph. It does not create child profiles or save your learning questions. Topic checkmarks stay in your browser. The hosting provider processes requests and technical logs to run the service.
You stay in the conversation
Use your own AI account and review its suggestions with your child. Your AI provider handles conversations under its own terms. You can describe a learning need without sharing a child's name or school.
Questions or corrections: project issues.
Marble Skill Taxonomy (v1) · © Generative Spark, Inc. (Marble) · withmarble.com. Database and NZ derivative: ODbL 1.0. Marble-authored and adapted content: CC BY-SA 4.0. Third-party standards retain their upstream terms. Download source and open data · NZ sources.