Choose your AI
Pick ChatGPT Work, Claude Code, WorkBuddy, Codex or Claude below.
For parents and whānau
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.
Getting started
Your AI reads the learning map for you. This website helps you connect it and see what it can use.
Pick ChatGPT Work, Claude Code, WorkBuddy, Codex or Claude below.
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.
Tell your AI what your child is learning. It can look up the topic, find the foundations and suggest a short activity.
Your AI, with a learning map
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
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.
Loading learning topics…
About the NZ version
1,606 topics and 3,253 connections help your AI find the small steps behind a bigger learning goal.
The AI can search topics, check prerequisites and build a practice sequence. Each topic includes examples and questions to support learning at home.
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.
The graph and source code are open. Explore the data, suggest a correction or connect your own learning tool.
View the projectPrivacy & use
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.
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.