tools-only Taxonomy Distribution Report
Overview
- Total Concepts: 200
- Number of Taxonomies: 12
- Average Concepts per Taxonomy: 16.7
Distribution Summary
| Category | TaxonomyID | Count | Percentage | Status |
|---|---|---|---|---|
| DATAS | DATAS | 37 | 18.5% | ✅ |
| SKILL | SKILL | 30 | 15.0% | ✅ |
| GRAPH | GRAPH | 30 | 15.0% | ✅ |
| RSRCE | RSRCE | 18 | 9.0% | ✅ |
| EDTHY | EDTHY | 17 | 8.5% | ✅ |
| AIFND | AIFND | 14 | 7.0% | ✅ |
| Intermediate Topics | INTER | 12 | 6.0% | ✅ |
| TOOLS | TOOLS | 11 | 5.5% | ✅ |
| VERCT | VERCT | 9 | 4.5% | ✅ |
| IBOOK | IBOOK | 8 | 4.0% | ✅ |
| CONTE | CONTE | 8 | 4.0% | ✅ |
| MKDOC | MKDOC | 6 | 3.0% | ✅ |
Visual Distribution
DATAS █████████ 37 ( 18.5%)
SKILL ███████ 30 ( 15.0%)
GRAPH ███████ 30 ( 15.0%)
RSRCE ████ 18 ( 9.0%)
EDTHY ████ 17 ( 8.5%)
AIFND ███ 14 ( 7.0%)
INTER ███ 12 ( 6.0%)
TOOLS ██ 11 ( 5.5%)
VERCT ██ 9 ( 4.5%)
IBOOK ██ 8 ( 4.0%)
CONTE ██ 8 ( 4.0%)
MKDOC █ 6 ( 3.0%)
Balance Analysis
✅ No Over-Represented Categories
All categories are under the 30% threshold. Good balance!
Category Details
DATAS (DATAS)
Count: 37 concepts (18.5%)
Concepts:
- CSV File Format for Graphs
- Pipe-Delimited Dependencies
- ConceptID Field
- ConceptLabel Field
- Dependencies Field
- Taxonomy
- Concept Categorization
- Taxonomy Categories
- TaxonomyID Abbreviations
- Category Distribution
- Avoiding Over-Representation
- TaxonomyID Field in CSV
- Adding Taxonomy to Graph
- vis-network JSON Format
- JSON Schema for Learning Graphs
- ...and 22 more
SKILL (SKILL)
Count: 30 concepts (15.0%)
Concepts:
- Claude Skill
- Skill Definition File Structure
- YAML Frontmatter in Skills
- Skill Name and Description
- Skill License Information
- Allowed Tools in Skills
- Skill Workflow Instructions
- Installing a Claude Skill
- Listing Available Skills
- Invoking Skills with Slash Commands
- Skill Execution Context
- Claude Command
- Command Definition Files
- Installing Claude Commands
- Difference Between Skills & Commands
- ...and 15 more
GRAPH (GRAPH)
Count: 30 concepts (15.0%)
Concepts:
- Learning Graph
- Concept Nodes in Learning Graphs
- Dependency Edges in Learning Graphs
- Directed Acyclic Graph (DAG)
- Prerequisite Relationships
- Concept Dependencies
- Learning Pathways
- Concept Enumeration Process
- Generating 200 Concepts
- Concept Label Requirements
- Title Case Convention
- Maximum Character Length
- Concept Granularity
- Atomic Concepts
- Dependency Mapping Process
- ...and 15 more
RSRCE (RSRCE)
Count: 18 concepts (9.0%)
Concepts:
- Glossary
- ISO 11179 Standards
- Precise Definitions
- Concise Definitions
- Distinct Definitions
- Non-Circular Definitions
- Definitions Without Business Rules
- Glossary Generation Process
- FAQ
- FAQ Generation Process
- Common Student Questions
- FAQ from Course Content
- Quiz
- Multiple-Choice Questions
- Quiz Alignment with Concepts
- ...and 3 more
EDTHY (EDTHY)
Count: 17 concepts (8.5%)
Concepts:
- Course Description
- Target Audience Definition
- Course Prerequisites
- Main Topics Covered
- Topics Excluded from Course
- Learning Outcomes
- Bloom's Taxonomy
- Bloom's 2001 Revision
- Remember (Cognitive Level 1)
- Understand (Cognitive Level 2)
- Apply (Cognitive Level 3)
- Analyze (Cognitive Level 4)
- Evaluate (Cognitive Level 5)
- Create (Cognitive Level 6)
- Action Verbs for Learning Outcomes
- ...and 2 more
AIFND (AIFND)
Count: 14 concepts (7.0%)
Concepts:
- Artificial Intelligence
- Claude AI
- Large Language Models Overview
- Anthropic Claude Pro Account
- Claude Code Interface
- Prompt Engineering
- Prompt Design Principles
- Educational Content Prompts
- Iterative Prompt Refinement
- Claude Token Limits
- Token Management Strategies
- 4-Hour Usage Windows
- Claude Pro Limitations
- Optimizing Claude Usage
Intermediate Topics (INTER)
Count: 12 concepts (6.0%)
Concepts:
- MicroSim
- p5.js JavaScript Library
- Interactive Simulations
- MicroSim Directory Structure
- main.html in MicroSims
- index.md for MicroSim Docs
- Iframe Embedding
- Seeded Randomness
- Interactive Controls (Sliders)
- Interactive Controls (Buttons)
- MicroSim Metadata
- Educational Simulation Design
TOOLS (TOOLS)
Count: 11 concepts (5.5%)
Concepts:
- Visual Studio Code
- VS Code for Content Development
- Terminal in VS Code
- Bash
- Shell Scripts
- Script Execution Permissions
- Command-Line Interface Basics
- Terminal Commands
- Directory Navigation
- File Creation and Editing
- Symlink Creation
VERCT (VERCT)
Count: 9 concepts (4.5%)
Concepts:
- Git
- Version Control Basics
- Git Repository Structure
- Git Status Command
- Git Add Command
- Git Commit Command
- Git Push Command
- GitHub Integration
- GitHub Pages Deployment
IBOOK (IBOOK)
Count: 8 concepts (4.0%)
Concepts:
- Intelligent Textbook
- Five Levels of Textbook Intelligence
- Level 1: Static Content
- Level 2: Hyperlinked Navigation
- Level 3: Interactive Elements
- Level 4: Adaptive Content
- Level 5: AI Personalization
- Capstone: Complete Textbook Project
CONTE (CONTE)
Count: 8 concepts (4.0%)
Concepts:
- Chapter Structure
- Section Organization
- Content Generation Process
- Chapter Index Files
- Chapter Concept Lists
- Reading Level Appropriateness
- Worked Examples in Content
- Practice Exercises
MKDOC (MKDOC)
Count: 6 concepts (3.0%)
Concepts:
- MkDocs
- MkDocs Material Theme
- MkDocs Configuration File
- Navigation Structure in MkDocs
- Markdown Formatting Basics
- Admonitions in MkDocs
Recommendations
- ✅ Good balance: Categories are reasonably distributed (spread: 15.5%)
- ✅ MISC category minimal: Good categorization specificity
Educational Use Recommendations
- Use taxonomy categories for color-coding in graph visualizations
- Design curriculum modules based on taxonomy groupings
- Create filtered views for focused learning paths
- Use categories for assessment organization
- Enable navigation by topic area in interactive tools
Report generated by learning-graph-reports/taxonomy_distribution.py