For parents and whānau

See what your child is ready to learn next.

Give your AI a map of what comes before and after each learning topic. It can check foundations, plan small steps and suggest activities for your child. Copy a setup prompt to get started — free, with no account or key.

Copy a prompt for your AI

Explore a topic
1,606small learning steps
3,253links showing what comes first
Freeto explore, no sign-up

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

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 apply to the 16 NZ activities. Original topics retain approximate ages and are not yet mapped to NZ years.

Original graph + NZ contexts

Loading learning topics…

About the NZ version

A learning map your AI can read.

1,606 topics and 3,253 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, including coins, public transport and local ecology. These additions include suggested NZ years and links to their sources.

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.