documentation-fundamentals
Auto-invoke when reviewing README files, JSDoc comments, or inline documentation. Enforces "WHY not WHAT" principle.
Best use case
documentation-fundamentals is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Auto-invoke when reviewing README files, JSDoc comments, or inline documentation. Enforces "WHY not WHAT" principle.
Teams using documentation-fundamentals should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/documentation-fundamentals/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How documentation-fundamentals Compares
| Feature / Agent | documentation-fundamentals | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Auto-invoke when reviewing README files, JSDoc comments, or inline documentation. Enforces "WHY not WHAT" principle.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Documentation Fundamentals Review
> "Code tells you HOW, comments tell you WHY. If you only explain what the code does, you're wasting everyone's time."
## When to Apply
Activate this skill when:
- Reviewing or creating README files
- Writing JSDoc/docstring comments
- Inline code comments
- API documentation
- Architecture decision records
---
## The Golden Rule: WHY, Not WHAT
```typescript
// ❌ BAD: Explains what (code already says this)
// Increment counter by 1
counter++;
// ✅ GOOD: Explains why (context the code can't provide)
// Counter must be incremented before validation runs
// to account for the edge case where initial value is 0
counter++;
```
---
## README Structure (The 5 Essentials)
Every README must answer these questions:
### 1. What Is This? (1 sentence)
> "What problem does this solve in one sentence?"
```markdown
## What
A CLI tool that converts Figma designs to React components.
```
### 2. Why Does It Exist?
> "What pain point motivated this project?"
```markdown
## Why
Manually converting designs to code takes hours and introduces inconsistencies.
This tool automates the process, ensuring pixel-perfect components.
```
### 3. How to Install
> "Copy-paste instructions that work."
```markdown
## Installation
npm install your-package
```
### 4. How to Use
> "The simplest possible example that works."
```markdown
## Quick Start
npx your-tool --input design.fig --output ./components
```
### 5. How to Contribute (Optional)
> "For open source projects."
```markdown
## Contributing
1. Fork the repo
2. Create your feature branch
3. Submit a pull request
```
---
## Comment Types & When to Use Them
### Function/Method Documentation (JSDoc)
```typescript
/**
* Validates email format and checks domain against blocklist.
*
* @param email - The email address to validate
* @returns ValidationResult with success status and error message
*
* @example
* const result = validateEmail('user@example.com');
* if (!result.success) {
* showError(result.error);
* }
*
* Note: This uses the RFC 5322 regex pattern, which is intentionally
* strict to prevent disposable email addresses.
*/
function validateEmail(email: string): ValidationResult {
// Implementation
}
```
### Inline Comments (Only for WHY)
```typescript
// Rate limit is 100/min but we use 80 to leave headroom for retries
const RATE_LIMIT = 80;
// Sort descending because newest items should appear first
// (business requirement from PM - see ticket #1234)
items.sort((a, b) => b.date - a.date);
// HACK: API returns dates as strings, need to parse manually
// TODO: Remove after backend migration (Q2 2026)
const date = new Date(response.dateString);
```
### Block Comments (Complex Logic)
```typescript
/*
* Authentication Flow:
* 1. Check local token cache
* 2. If expired, attempt silent refresh
* 3. If refresh fails, redirect to login
*
* We use refresh tokens instead of re-authentication to avoid
* disrupting the user experience during long sessions.
*/
```
---
## Common Mistakes (Anti-Patterns)
### 1. Commenting the Obvious
```typescript
// ❌ BAD: Useless comment
// Set name to "John"
const name = "John";
// Get the user's age
const age = user.age;
// Loop through items
for (const item of items) { ... }
// ✅ GOOD: No comment needed (code is self-explanatory)
const name = "John";
```
### 2. Outdated Comments
```typescript
// ❌ BAD: Comment doesn't match code (dangerous!)
// Filter out inactive users
const users = data.filter(u => u.role === 'admin');
// ✅ GOOD: Comment matches reality
// Only show admin users in management view
const users = data.filter(u => u.role === 'admin');
```
### 3. No Context on Magic Numbers
```typescript
// ❌ BAD: What is 86400?
const expiresIn = 86400;
// ✅ GOOD: Explains the magic
const SECONDS_PER_DAY = 86400;
const expiresIn = SECONDS_PER_DAY; // Tokens expire after 24 hours
```
### 4. Commented-Out Code
```typescript
// ❌ BAD: Dead code polluting the file
// const oldImplementation = () => { ... };
// function deprecatedHelper() { ... }
// ✅ GOOD: Delete it! Git remembers everything
```
### 5. Empty README
```markdown
<!-- ❌ BAD: Auto-generated, never updated -->
# my-project
This project was bootstrapped with Create React App.
```
---
## Socratic Questions
Ask these instead of giving answers:
1. **WHY not WHAT**: "Does this comment tell me something the code doesn't?"
2. **Audience**: "Would a developer joining tomorrow understand this?"
3. **Maintenance**: "If you change the code, would you remember to update this comment?"
4. **README**: "Can someone run this project with just the README instructions?"
5. **JSDoc**: "What would a developer need to know to use this function correctly?"
6. **Necessity**: "If you delete this comment, is anything lost?"
---
## README Template
```markdown
# Project Name
One-sentence description of what this does.
## Why
The problem this solves and why it matters.
## Installation
npm install project-name
## Quick Start
Minimal code example that works.
## API
### functionName(param)
Description of what it does.
**Parameters:**
- `param` (string): What this parameter is for
**Returns:** What gets returned
**Example:**
```js
// Usage example
```
## Configuration
Available options and their defaults.
## Contributing
How to contribute (if applicable).
## License
MIT (or your license)
```
---
## JSDoc Essentials
```typescript
/**
* Brief description of what this function does.
*
* @param paramName - Description of parameter
* @returns Description of return value
* @throws {ErrorType} When this error occurs
* @example
* // Show how to use it
* const result = myFunction('input');
*
* @see RelatedFunction for similar functionality
* @deprecated Use newFunction instead (v2.0+)
*/
```
---
## Red Flags to Call Out
| Flag | Question |
|------|----------|
| Empty README | "Can a new developer run this project right now?" |
| `// Set x to 5` | "Does this comment add value? The code already says this." |
| Outdated comments | "Does this comment still match what the code does?" |
| No JSDoc on exports | "How would someone know how to use this function?" |
| Commented-out code | "Why is this here? Git has history if you need it back." |
| Magic numbers | "What does 3600 mean? Why this number?" |
---
## Interview Connection
> "I maintain comprehensive documentation including READMEs, JSDoc comments, and architecture decision records, ensuring code is maintainable by the entire team."
Documentation habits demonstrate:
- Communication skills
- Long-term thinking
- Team player mentality
- Senior-level maturity
---
## MCP Usage
### Context7 - Framework Docs
```
Fetch: JSDoc documentation
Fetch: Markdown best practices
```
### Octocode - Real Examples
```
Search: README.md patterns in popular repos
Search: JSDoc examples in TypeScript projects
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