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

Explore a topic

1,870small learning steps

4,004links showing what comes first

Freeto explore, no sign-up

“Year 10 maths is getting difficult.”For a parent · An example, not a diagnosis

Start with one question
“Where did this answer go wrong?”
Talk with your child. Give your AI the question and their working, without names or school details.
Trace the foundations
Pythagoras → squares → square roots
Ask AI to check each idea. Can they identify the hypotenuse? Do they think √25 is 12.5? Let their answers guide the next check.
Practise the missing step
Try a short exercise, then return to the original question.
One mistake is a clue. Check understanding before deciding what needs more practice.

What does “below expectations” mean in NZ?

For Years 0–10, reports use progress descriptors: Emerging, Developing, Consolidating, Proficient and Exceeding. Their meaning depends on the point in the school year. For an NCEA standard, a result below the criteria is called Not Achieved.

Read the school reporting guide

Exploring on your own?

“How does Pythagoras work?”

Search the topic, explore its foundations, then follow the connections to distance on a coordinate grid or trigonometry. Ask your AI for a question or a hint along the way.

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.

Choose your AI

Pick ChatGPT Work, Claude Code, WorkBuddy, Codex or Claude below.

No website account neededChoose a tool

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.

Find a topicSubjectSuggested NZ year NZ mapped topics / activities only

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.

1,870 topics and 4,004 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 project

Privacy & 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.