# 103 Textbook 50dadad2

> References

- Skill: `tools-only/103-textbook-50dadad2` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add tools-only/103-textbook-50dadad2`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tools-only/103-textbook-50dadad2/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Research & Search
- Author: tools-only (https://skillmd.com/u/tools-only)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/tools-only/103-textbook-50dadad2

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# References

This textbook draws upon the following high-quality resources:

1. [Introducing Claude 4](https://www.anthropic.com/news/claude-4) - 2025-05-22 - Anthropic - Official announcement of Claude Opus 4 and Claude Sonnet 4, setting new standards for coding, advanced reasoning, and AI agents, with Claude Opus 4 described as the world's best coding model.

2. [Claude Developer Platform - Release Notes](https://docs.claude.com/en/release-notes/overview) - 2025-11-03 - Anthropic - Official Claude documentation including release notes for the Claude API, client SDKs, and Claude Console, providing comprehensive documentation for developers working with Claude.

3. [Prompting Best Practices - Claude Docs](https://docs.claude.com/en/docs/build-with-claude/prompt-engineering/claude-4-best-practices) - 2025-11-03 - Anthropic - Comprehensive guide to prompt engineering techniques specifically for Claude 4.x models, covering explicit instructions, long-horizon reasoning, context awareness, and tool usage patterns.

4. [The Ultimate Guide to Prompt Engineering in 2025](https://www.lakera.ai/blog/prompt-engineering-guide) - 2025-08-28 - Lakera - Contemporary guide addressing prompt engineering practices for modern AI models including GPT-4o, Claude 4, and Gemini 1.5 Pro, covering seven distinct prompt types and adversarial prompting vulnerabilities.

5. [Prompt Engineering Guide](https://www.promptingguide.ai/) - 2025-11-03 - Prompt Engineering Guide - Comprehensive educational resource covering the latest papers, advanced prompting techniques, model-specific guides, and practical applications including zero-shot, few-shot, chain-of-thought, RAG, and ReAct methodologies.

6. [Material for MkDocs](https://squidfunk.github.io/mkdocs-material/) - 2025-11-03 - Martin Donath - Official documentation for Material for MkDocs, a powerful documentation framework that makes sharing knowledge easier and more beautiful, trusted by over 50,000 individuals and organizations for creating educational content.

7. [Material for MkDocs - GitHub Repository](https://github.com/squidfunk/mkdocs-material) - 2025-11-01 - Martin Donath - Official GitHub repository for Material for MkDocs with 25,000+ stars, demonstrating widespread adoption by major organizations including AWS, Google, Microsoft, Netflix, and Uber for documentation creation.

8. [Bloom's Taxonomy - Wikipedia](https://en.wikipedia.org/wiki/Bloom's_taxonomy) - 2025-11-03 - Wikipedia - Comprehensive overview of Bloom's Taxonomy including the 2001 revision that renamed and reordered cognitive levels as Remember, Understand, Apply, Analyze, Evaluate, and Create, fundamental for educational content design.

9. [Bloom's Revised Taxonomy](https://www.coloradocollege.edu/other/assessment/how-to-assess-learning/learning-outcomes/blooms-revised-taxonomy.html) - 2025-11-03 - Colorado College - Educational resource explaining the six cognitive levels from Anderson and Krathwohl's 2001 revision with specific action verbs for each level to help educators craft effective learning outcomes.

10. [Exploring Knowledge Graphs for the Identification of Concept Prerequisites](https://slejournal.springeropen.com/articles/10.1186/s40561-019-0104-3) - 2019-10-01 - Smart Learning Environments - Academic research presenting a methodology that combines semantic web exploration with supervised machine learning to identify concept prerequisites using knowledge graphs, achieving 76-96% precision across multiple domains.

11. [p5.js Education Resources](https://p5js.org/education-resources/) - 2025-11-03 - Processing Foundation - Official directory of p5.js teaching materials, workshops, and curricula from educators worldwide, demonstrating how to use p5.js for creating interactive educational simulations in mathematics, physics, and computer science.

12. [ISO/IEC 11179 - Metadata Registry Standard](https://en.wikipedia.org/wiki/ISO/IEC_11179) - 2025-11-03 - Wikipedia - Comprehensive overview of the international standard for representing metadata in a metadata registry, documenting standardization and registration of metadata to make data understandable and shareable across organizations.

13. [Directed Acyclic Graph (DAG)](https://en.wikipedia.org/wiki/Directed_acyclic_graph) - 2025-11-03 - Wikipedia - Thorough coverage of DAG theory including mathematical properties, computational algorithms, and applications in scheduling systems, data processing networks, version control, and citation networks with 57 academic citations.

14. [DAG Algorithms - Neo4j Graph Data Science](https://neo4j.com/docs/graph-data-science/current/algorithms/dag/dag-algorithms/) - 2025-11-03 - Neo4j - Technical documentation for DAG algorithms in the Neo4j GDS library, covering topological sort and longest path algorithms essential for modeling dependencies between entities in learning graphs.

15. [Git Version Control Best Practices](https://about.gitlab.com/topics/version-control/version-control-best-practices/) - 2025-11-03 - GitLab - Comprehensive guide to version control best practices including incremental changes, atomic commits, branch development, descriptive commit messages, code reviews, and branching strategies for collaborative development.

16. [The Key Principles of Instructional Design (2025)](https://www.devlinpeck.com/content/principles-of-instructional-design) - 2025-11-03 - Devlin Peck - Educational resource covering foundational instructional design theories including behaviorism, cognitive psychology, constructivism, Gagné's Nine Events of Instruction, Mayer's Multimedia Learning Principles, ADDIE model, and Bloom's Taxonomy.

17. [The Ultimate Guide to AI-Assisted Educational Content Creation](https://www.forasoft.com/blog/article/ai-assisted-educational-content-creation) - 2025-11-03 - Fora Soft - Practical guide to implementing AI tools in educational content creation, covering tool selection, content quality enhancement, personalized learning, and accessibility considerations with evidence showing 20% improvement in test scores.

18. [Documentation for Visual Studio Code](https://code.visualstudio.com/docs) - 2025-10-09 - Microsoft - Official VS Code documentation covering setup, configuration, editing features like IntelliSense and Code Actions, debugging capabilities, and language support for developers creating educational content and managing projects.

19. [GitHub Pages Documentation](https://docs.github.com/en/pages) - 2025-11-03 - GitHub - Official documentation for GitHub Pages, a service for hosting static websites directly from GitHub repositories with HTTPS support, ideal for publishing educational textbooks built with MkDocs.

20. [Constructivism as a Theory for Teaching and Learning](https://www.simplypsychology.org/constructivism.html) - 2025-11-03 - Simply Psychology - Comprehensive explanation of constructivism learning theory emphasizing that learners actively build knowledge through experiences and social interactions rather than passively receiving information.

21. [Basic Syntax - Markdown Guide](https://www.markdownguide.org/basic-syntax/) - 2025-11-03 - Markdown Guide - Foundational reference for Markdown syntax covering headings, emphasis, lists, links, images, and code formatting with best practices for compatibility across different Markdown processors.

22. [RFC 8259 - The JavaScript Object Notation (JSON) Data Interchange Format](https://datatracker.ietf.org/doc/html/rfc8259) - 2017-12 - IETF - Official Internet Standard specification for JSON, defining the lightweight, text-based, language-independent data interchange format essential for configuration files and data exchange in educational technology projects.

23. [YAML Tutorial: A Complete Language Guide with Examples](https://spacelift.io/blog/yaml) - 2025-11-03 - Spacelift - Comprehensive tutorial covering YAML fundamentals through advanced topics including syntax, data types, schemas, anchors, aliases, and practical applications in configuration management, infrastructure-as-code, and CI/CD pipelines.

24. [Dublin Core - Metadata Standard](https://en.wikipedia.org/wiki/Dublin_Core) - 2025-11-03 - Wikipedia - Overview of the Dublin Core metadata standard (ISO 15836, IETF RFC 5013, ANSI/NISO Z39.85) comprising 15 core metadata elements for describing educational resources, widely adopted for web resources and digital content.

25. [10 Best Practices for Educational Quizzes in Training](https://www.continu.com/blog/educational-quizzes-corporate-learning) - 2025-11-03 - Continu - Professional development resource covering quiz design strategies including pre-testing, diverse question formats, immediate feedback, error tolerance, branching scenarios, and real-world relevance for effective educational assessment.

26. [Using Python's pip to Manage Your Projects' Dependencies](https://realpython.com/what-is-pip/) - 2025-11-03 - Real Python - Beginner-friendly tutorial teaching how to use pip, Python's standard package manager, to install and manage packages from the Python Package Index for educational technology projects.

27. [What is Instructional Design?](https://learningsciences.smu.edu/blog/what-is-instructional-design) - 2025-11-03 - SMU Learning Sciences - Educational resource explaining instructional design as the systematic process of creating effective and efficient learning experiences through analysis, design, development, implementation, and evaluation.

28. [Improving Science and Math Education Using p5.js](https://medium.com/processing-foundation/improving-science-and-math-education-using-p5-js-d434beea465c) - 2025-11-03 - Processing Foundation - Article demonstrating how interactive visualizations created with p5.js enhance comprehension of STEM concepts by making complex ideas visual and interactive for students.

29. [Concept Graph Learning from Educational Data](https://dl.acm.org/doi/10.1145/2684822.2685292) - 2015-02 - ACM WSDM Conference - Academic research paper presenting the Concept Graph Learning framework that projects course-level prerequisite links onto concept space to induce directed concept graphs for predicting prerequisites across institutions.

30. [A Systematic Literature Review of Knowledge Graph Construction and Application in Education](https://pmc.ncbi.nlm.nih.gov/articles/PMC10847940/) - 2024-01 - Smart Learning Environments - Comprehensive review of knowledge graph research in education covering construction methodologies, applications in personalized learning, curriculum design, concept mapping, and educational content recommendation systems.

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*References last updated: 2025-11-03*