explaining-code — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited explaining-code (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Explain code clearly using multiple techniques for different learning styles.
Before explaining, understand:
| 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 |
Layer your explanation:
Different people learn differently:
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"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 |
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."Use ASCII diagrams for structure and flow:
┌─────────┐ ┌─────────┐ ┌─────────┐
│ Browser │────▶│ API │────▶│ DB │
└─────────┘ └─────────┘ └─────────┘
│ │ │
│ 1. Request │ 2. Query │
│ │ │
│ 4. Response │ 3. Data │
│◀──────────────│◀──────────────│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: NoneResponsibility: [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?]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?]// "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 arrivesAnalogy: Like ordering food and giving your number - you don't stand at the counter waiting.
// "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.
// "Tell me whenever something happens"
button.addEventListener('click', handleClick);Analogy: Like subscribing to a newsletter - you get notified when new content arrives.
// "Check this before passing it on"
app.use(authMiddleware); // Runs first
app.use(loggingMiddleware); // Runs second
app.get('/api', handler); // Runs lastAnalogy: Like airport security - multiple checkpoints before you board.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.