// An interactive visualization that maps your conceptual knowledge across 250,000 Wikipedia articles and 5,400+ Khan Academy videos. Answer questions to watch a real-time heatmap of your strengths and gaps emerge, then get personalized video

mapper

Name: mapper
Author: ContextLab

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Unknownv1.0.0

quickstart.sh

3 steps

1
Install
// Drops SKILL.md into ~/.claude/skills/
```
$ claude skills add contextlab-mapper
```

Invoke

// Run from any project directory

$ claude --skill contextlab-mapper "wire up a GitHub Actions deploy"

Or copy this from the README

// extracted bash block

$ git clone https://github.com/ContextLab/mapper.git
cd mapper
npm install
npm run dev

contextlab-mapper/

references

SKILL.md

readonly

name:: mapper
slug:: contextlab-mapper
version:: v1.0.0
license:: Unknown
author:: @ContextLab
repository:: github.com/ContextLab/mapper
categories:: Tooling
description:: An interactive visualization that maps your conceptual knowledge across 250,000 Wikipedia articles and 5,400+ Khan Academy videos. Answer questions to watch a real-time heatmap of your strengths and gaps emerge, then get personalized video

features.md

8 capabilities

// What you can do with it

50 knowledge domains including Physics, Biology, Mathematics, Computer Science, Philosophy, and more
2,500 adaptive quiz questions generated via Claude Opus 4.6 from Wikipedia source articles
5,400+ Khan Academy videos with knowledge-gap-based recommendations
Real-time heatmap powered by Gaussian Process interpolation with Matern 3/2 kernel
Video discovery panel -- left sidebar with toggleable video visibility, scrollable list, and map trajectory highlighting
Video trajectories -- hover a video dot to see its topic path across the map; click to play
Knowledge insights -- see your strongest/weakest concepts and learning suggestions
Social sharing -- export your knowledge map as a PNG with grid lines and colorbar

README.md

contextlab-mapper/README.md

11 sections

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