How does it improve documentation quality?

It uses the Diataxis framework to organize content by intent and applies cognitive load theory to ensure information is scannable and easy to process.

Is it useful for team communication?

Yes, it is ideal for code reviews and internal wikis where clear mental models are required to help team members understand complex system logic.

Can it adapt to different audience expertise levels?

Absolutely. The skill includes specific logic to translate technical findings into different 'survival languages' for stakeholders, developers, or new learners.

What is the Build Explanations Claude Code skill?

It is a specialized capability that enhances Claude's ability to generate educational content, technical documentation, and clear explanations based on pedagogical principles.

Does this skill support visual diagrams?

Yes, it provides guidance and code generation for Mermaid, D2, and C4 architecture diagrams to support visual learning.

Build Explanations

Name: Build Explanations
Author: yzavyas

byyzavyas

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学习与文档

Transforms complex technical information into high-impact documentation, tutorials, and diagrams using pedagogical frameworks.

关于

Build Explanations is a specialized skill for Claude Code designed to elevate technical communication by applying cognitive science and teaching best practices. It helps developers move beyond simple data dumps to build robust mental models for their readers through strategies like the Feynman technique and the Diataxis framework. Whether you are architecting a complex documentation site, drafting a README, or explaining architectural decisions in a code review, this skill ensures your content is accurate, structured for low cognitive load, and translated specifically for the expertise level of your target audience.

主要功能

Generates expert-level technical diagrams using Mermaid, D2, and C4 architecture models.
Translates technical findings into audience-specific language for decision-makers and practitioners.
3 GitHub stars
Utilizes cognitive load theory to maximize information retention and readability.
Applies the Diataxis framework to categorize content into tutorials, how-to guides, and reference material.
Integrates the Feynman technique to simplify complex concepts without losing technical integrity.

使用场景

Explaining complex code logic or architectural changes during code reviews and team mentoring.
Creating comprehensive project documentation and README files that cater to both beginners and experts.
Developing technical presentations and internal knowledge bases with structured information architecture.

关于

主要功能

Generates expert-level technical diagrams using Mermaid, D2, and C4 architecture models.
Translates technical findings into audience-specific language for decision-makers and practitioners.
3 GitHub stars
Utilizes cognitive load theory to maximize information retention and readability.
Applies the Diataxis framework to categorize content into tutorials, how-to guides, and reference material.
Integrates the Feynman technique to simplify complex concepts without losing technical integrity.

使用场景

Explaining complex code logic or architectural changes during code reviews and team mentoring.
Creating comprehensive project documentation and README files that cater to both beginners and experts.
Developing technical presentations and internal knowledge bases with structured information architecture.