explaining-code skill
Explains code using multiple techniques including analogies, ASCII diagrams, and layered walkthroughs for different learning styles.
- GitHub stars
- 7
- Files
- 2
- Last commit
- May 12, 2026
- License
- MIT
- Allowed tools
- —
What does the explaining-code skill do?
explaining-code explains code using multiple techniques including analogies, ASCII diagrams, and layered walkthroughs for different learning styles.
Summary generated from the skill's SKILL.md.
About the explaining-code skill
Teaching complex programming concepts to developers with different learning styles is the primary function of this skill. An agent should load this tool when a user asks how a specific piece of code works, requests a codebase walkthrough, or seeks to understand the reasoning behind a particular implementation. It produces structured explanations that move from high-level summaries down to line-by-line details.
To accommodate various learners, the skill utilizes several distinct methods including ASCII diagrams for visual learners, real-world analogies for conceptual thinkers, and step-by-step walkthroughs for sequential learners. It can break down single functions, entire modules, or complex systems by applying the zoom technique to transition from system-level views to specific line-level logic. The output includes purpose statements, input/output definitions, and narrative stories to make abstract patterns like promises or middleware more relatable.
What an agent can do with it
- 1Clarify complex code logicAsk the agent to explain how a specific function or module operates.
- 2Understand design patternsAsk for an analogy to help grasp abstract concepts like callbacks or middleware.
- 3Analyze class responsibilitiesRequest a breakdown of what a specific class manages and how it interacts with others.
Written from the skill's SKILL.md. Every use case is checked against a quote from it.
How to install the explaining-code skill
Each command copies the skill folder into the client's skills directory. Restart the client or start a new session to load it.Install the explaining-code skill in Plugin
/plugin marketplace add AvinashP/AgentsAtlas /plugin install agents-atlas@agents-atlas
Install the explaining-code skill in Claude Code
~/.claude/skills/explaining-code/SKILL.md
$ npx degit AvinashP/AgentsAtlas/skills/explaining-code ~/.claude/skills/explaining-codeInstall the explaining-code skill in Claude Code (project)
.claude/skills/explaining-code/SKILL.md
$ npx degit AvinashP/AgentsAtlas/skills/explaining-code .claude/skills/explaining-codeInstall the explaining-code skill in Codex
~/.agents/skills/explaining-code/SKILL.md
$ npx degit AvinashP/AgentsAtlas/skills/explaining-code ~/.agents/skills/explaining-codeInstall the explaining-code skill in Gemini CLI
~/.gemini/skills/explaining-code/SKILL.md
$ npx degit AvinashP/AgentsAtlas/skills/explaining-code ~/.gemini/skills/explaining-codeInstall the explaining-code skill in Claude.ai
npx degit AvinashP/AgentsAtlas/skills/explaining-code explaining-code && zip -r explaining-code.zip explaining-code # claude.ai → Customize → Skills → + → Create skill → Upload a skill → explaining-code.zip
SKILL.md
View on GitHubExplaining Code Skill
Explain code clearly using multiple techniques for different learning styles.
Workflow
1. Understand the Context
Before explaining, understand:
- What is the user's knowledge level?
- What specifically do they want to understand?
- What's the scope? (single function, module, system)
2. Choose Explanation Strategy
| If they ask... | Start with... |
|---|---|
| "How does X work?" | High-level flow, then details |
| "What does this code do?" | Purpose, then step-by-step |
| "Why is it written this way?" | Problem it solves, alternatives |
| "I'm confused about..." | Clarify specific concept |
3. Build the Explanation
Layer your explanation:
- One sentence summary - What is the core purpose?
- Analogy - Relate to something familiar
- Visual diagram - Show structure/flow
- Walk through - Step by step with code
- Key concepts - Highlight important patterns
4. Use Multiple Representations
Different people learn differently:
- Visual learners: Diagrams, flowcharts
- Sequential learners: Step-by-step walkthrough
- Conceptual learners: Analogies, mental models
- Hands-on learners: Example usage, experiments to try
Explanation Techniques
The Zoom Technique
Start wide, then zoom in:
System Level: "This app handles user authentication"
↓
Module Level: "This module manages sessions"
↓
Function Level: "This function validates tokens"
↓
Line Level: "This line checks expiration"
The Analogy Technique
Connect to familiar concepts:
| Code Concept | Real-world Analogy |
|---|---|
| API | Restaurant menu + waiter |
| Cache | Sticky notes on your desk |
| Database | Filing cabinet |
| Queue | Line at a store |
| Stack | Stack of plates |
| Hash table | Library index cards |
| Middleware | Security checkpoint |
| Event loop | Receptionist handling calls |
| Promise | IOU note |
| Closure | Backpack carrying supplies |
The Story Technique
Narrate the code as a story:
"When a user clicks login, our function wakes up.
First, it grabs the username and password from the form.
Then it sends them to the server and waits for a response.
If the server says 'OK', it saves the token and lets the user in.
If not, it shows an error message."
The Diagram Technique
Use ASCII diagrams for structure and flow:
┌─────────┐ ┌─────────┐ ┌─────────┐
│ Browser │────▶│ API │────▶│ DB │
└─────────┘ └─────────┘ └─────────┘
│ │ │
│ 1. Request │ 2. Query │
│ │ │
│ 4. Response │ 3. Data │
│◀──────────────│◀──────────────│
Quick Reference
Explaining Functions
Purpose: [What problem does it solve?]
Inputs: [What does it receive?]
Process: [What steps does it take?]
Output: [What does it return?]
Side effects: [What else does it change?]
Example:
function calculateDiscount(price, percentage) {
return price * (1 - percentage / 100);
}
Purpose: Calculate price after applying a percentage discount
Inputs:
- price: The original price (e.g., 100)
- percentage: The discount percentage (e.g., 20 for 20%)
Process:
1. Divide percentage by 100 to get decimal (20 → 0.20)
2. Subtract from 1 to get remaining fraction (1 - 0.20 = 0.80)
3. Multiply by price to get discounted price (100 × 0.80 = 80)
Output: The discounted price (80)
Side effects: None
Explaining Classes
Responsibility: [What is this class in charge of?]
Data it holds: [What state does it maintain?]
Actions it can: [What can you ask it to do?]
Collaborators: [What other classes does it work with?]
Explaining Systems
Purpose: [What business problem does this solve?]
Components: [What are the major parts?]
Data flow: [How does information move through?]
Entry points: [How do users/systems interact with it?]
Common Patterns to Explain
Callback Pattern
// "Do this task, and when you're done, call me back"
fetchData(url, function(result) {
// This runs LATER, when data arrives
});
// Code here runs IMMEDIATELY, before data arrives
Analogy: Like ordering food and giving your number - you don't stand at the counter waiting.
Promise Pattern
// "I promise to give you a result eventually"
fetchData(url)
.then(result => { /* handle success */ })
.catch(error => { /* handle failure */ });
Analogy: Like a claim ticket at dry cleaning - you'll get your clothes, but not right now.
Observer Pattern
// "Tell me whenever something happens"
button.addEventListener('click', handleClick);
Analogy: Like subscribing to a newsletter - you get notified when new content arrives.
Middleware Pattern
// "Check this before passing it on"
app.use(authMiddleware); // Runs first
app.use(loggingMiddleware); // Runs second
app.get('/api', handler); // Runs last
Analogy: Like airport security - multiple checkpoints before you board.
See Also
- diagrams.md - ASCII diagram patterns for code visualization
Files in this skill
2explaining-code skill questions
How do I install the explaining-code skill in Claude Code?
Run npx degit AvinashP/AgentsAtlas/skills/explaining-code ~/.claude/skills/explaining-code. Claude Code loads skills from ~/.claude/skills (all projects) or .claude/skills (one project) and uses a skill when its description matches the task.
Which clients can use the explaining-code skill?
Any client that reads the Agent Skills format: Claude Code, Codex, Gemini CLI and claude.ai (upload as a ZIP). Scripts in the skill run only where the client allows code execution.