Mode: Cognitive/Prompt-Driven — No standalone utility script; use via agent context.

Step 1: Identify Documentation Type

Determine documentation type:

• API Documentation: Endpoint references
• Developer Guide: Setup and usage
• Architecture Docs: System overview
• User Manual: Feature guides

Step 2: Extract Information

Gather documentation content:

• Read code and comments
• Analyze API endpoints
• Extract examples
• Understand architecture

Step 3: Generate Documentation

Create documentation:

• Follow documentation templates
• Include examples
• Add troubleshooting
• Create clear structure

Step 4: Validate Documentation

Validate quality:

• Check completeness
• Verify examples work
• Ensure clarity
• Validate links </execution_process>

Integration with Developer Agent:

• Generates API documentation
• Creates inline documentation
• Updates docs with code changes

<best_practices>

1. Extract from Code: Use code as source of truth
2. Include Examples: Provide working examples
3. Keep Updated: Sync docs with code
4. Clear Structure: Organize logically
5. User-Focused: Write for users, not system </best_practices>

# Users API

## Endpoints

### GET /api/users

List all users with pagination.

**Query Parameters:**

- `page` (number): Page number (default: 1)
- `limit` (number): Items per page (default: 10)

**Response:**

```json
{
  "data": [
    {
      "id": "uuid",
      "email": "user@example.com",
      "name": "User Name"
    }
  ],
  "pagination": {
    "page": 1,
    "limit": 10,
    "total": 100
  }
}
```

Example:

curl -X GET "http://localhost:3000/api/users?page=1&limit=10"

</formatting_example>

<formatting_example>
**Developer Guide**

```markdown
# Developer Guide

## Getting Started

### Prerequisites
- Node.js 18+
- pnpm 8+

### Installation
```bash
pnpm install

Development

pnpm dev

Architecture

[Architecture overview]

Development Workflow

[Development process]

</formatting_example>
</examples>

<examples>
<usage_example>
**Example Commands**:

Generate API documentation

Generate API documentation for app/api/users

Generate developer guide

Generate developer guide for this project

Generate architecture docs

Generate architecture documentation

Generate OpenAPI spec

Generate OpenAPI specification from API routes

</usage_example>
</examples>

## Iron Laws

1. **ALWAYS** extract documentation from code as the source of truth — never write documentation that describes how you wish the code worked rather than how it actually works.
2. **NEVER** publish documentation with non-runnable examples — every code example must be copy-paste ready and verified to work before the documentation is written.
3. **ALWAYS** structure documentation with the progressive disclosure pattern (Setup → Quick Start → Reference → Troubleshooting) — readers need orientation before details.
4. **NEVER** document internal implementation details that consumers don't need to know — documentation of private internals creates false contracts and maintenance burden.
5. **ALWAYS** regenerate documentation when the code it describes changes — stale documentation is worse than no documentation because it actively misleads users.

## Anti-Patterns

| Anti-Pattern | Why It Fails | Correct Approach |
|---|---|---|
| No working code examples | Users can't understand how to use the API without runnable examples | Include minimal copy-paste examples verified to work for every public API |
| Aspirational documentation (describes intended behavior) | Creates false contracts; users file bugs when docs don't match code | Read the actual implementation first; document only observed behavior |
| Documenting private/internal APIs | Creates implicit dependencies; refactoring breaks "documented" behavior | Only document public APIs; mark internal functions with `@internal` if needed |
| Monolithic reference dumps without Quick Start | Users abandon before finding what they need | Always include a Quick Start section with the simplest possible working example |
| Documentation in a separate PR from code change | Docs drift immediately; often abandoned | Require documentation updates in the same PR as API changes |

## Memory Protocol (MANDATORY)

**Before starting:**
Read `.claude/context/memory/learnings.md`

**After completing:**
- New pattern -> `.claude/context/memory/learnings.md`
- Issue found -> `.claude/context/memory/issues.md`
- Decision made -> `.claude/context/memory/decisions.md`

> ASSUME INTERRUPTION: If it's not in memory, it didn't happen.