/// Calculates the total price for a list of items.
///
/// # Arguments
///
/// * `items` - A slice of items to calculate the total for
///
/// # Returns
///
/// The total price as a floating-point number
///
/// # Examples
///
/// ```
/// let items = vec![
///     Item { name: "Widget", price: 10.0 },
///     Item { name: "Gadget", price: 20.0 },
/// ];
/// assert_eq!(calculate_total(&items), 30.0);
/// ```
///
/// # Panics
///
/// Panics if any item has a negative price.
pub fn calculate_total(items: &[Item]) -> f64 {
    items.iter().map(|item| item.price).sum()
}

/// User entity representing a system user.
///
/// This struct stores basic user information and provides
/// methods for user management.
///
/// # Examples
///
/// ```
/// let user = User::new("john@example.com", "John Doe");
/// println!("User: {}", user.name);
/// ```
#[derive(Debug, Clone)]
pub struct User {
    /// User's email address (unique identifier)
    pub email: String,
    /// User's display name
    pub name: String,
    /// Account creation timestamp
    pub created_at: DateTime<Utc>,
}

// Module documentation
//! # My Crate
//!
//! `my_crate` is a collection of utilities for doing X, Y, and Z.
//!
//! ## Features
//!
//! - Feature A
//! - Feature B
//!
//! ## Quick Start
//!
//! ```rust
//! use my_crate::do_something;
//! do_something();
//! ```

TypeScript/JavaScript Documentation

/**
 * Parses a configuration file and returns a validated config object.
 *
 * @param filePath - Path to the configuration file
 * @param options - Optional parsing options
 * @returns Promise resolving to the parsed configuration
 * @throws {ConfigError} If the file cannot be read or parsed
 *
 * @example
 * ```typescript
 * const config = await parseConfig('./config.toml');
 * console.log(config.database.url);
 * ```
 */
export async function parseConfig(
  filePath: string,
  options?: ParseOptions
): Promise<Config> {
  // Implementation
}

/**
 * User role enum defining permission levels.
 */
export enum UserRole {
  /** Can view content */
  Viewer = 'viewer',
  /** Can edit content */
  Editor = 'editor',
  /** Full access to all features */
  Admin = 'admin',
}

/**
 * Configuration options for the API client.
 *
 * @example
 * ```typescript
 * const options: ApiClientOptions = {
 *   baseUrl: 'https://api.example.com',
 *   timeout: 5000,
 *   retries: 3,
 * };
 * ```
 */
export interface ApiClientOptions {
  /** Base URL for API requests */
  baseUrl: string;
  /** Request timeout in milliseconds */
  timeout?: number;
  /** Number of retry attempts for failed requests */
  retries?: number;
}

2. README Files

Purpose: Quick start and project overview

README Template

# Project Name

Brief description of what the project does and who it's for.

## Features

- Feature 1
- Feature 2
- Feature 3

## Quick Start

### Prerequisites

- Requirement 1
- Requirement 2

### Installation

```bash
# Clone the repository
git clone https://github.com/user/project.git

# Install dependencies
cd project
npm install

# Build
npm run build

Usage

# Basic usage
npm start

# With options
npm start -- --option value

Configuration

Explain configuration options here.

Variable	Description	Default
`OPTION_1`	Description	`default_value`
`OPTION_2`	Description	`default_value`

Examples

Example 1: Basic Usage

# Command
kilo process --input data.json --output result.json

# Output
Processing complete: 100 records processed

Example 2: Advanced Usage

[More complex example]

API Reference

[Link to API docs or brief API overview]

Contributing

See CONTRIBUTING.md for guidelines.

License

This project is licensed under the MIT License - see LICENSE for details.

Acknowledgments

Acknowledgment 1
Acknowledgment 2


### 3. API Documentation

**Purpose**: Document public APIs for consumers

#### REST API Documentation

```markdown
# API Reference

## Authentication

All API requests require authentication via Bearer token:

```http
Authorization: Bearer <your-token>

Endpoints

List Users

Retrieves a paginated list of users.

Request

GET /api/v1/users

Query Parameters

Parameter	Type	Required	Description
`page`	int	No	Page number (default: 1)
`limit`	int	No	Items per page (default: 20, max: 100)
`search`	string	No	Search query for filtering

Response

{
  "data": [
    {
      "id": "123",
      "email": "user@example.com",
      "name": "John Doe",
      "created_at": "2024-01-15T10:30:00Z"
    }
  ],
  "pagination": {
    "page": 1,
    "limit": 20,
    "total": 100,
    "total_pages": 5
  }
}

Status Codes

Code	Description
200	Success
401	Unauthorized - invalid or missing token
403	Forbidden - insufficient permissions
500	Internal server error

Example

curl -H "Authorization: Bearer $TOKEN" \
  "https://api.example.com/api/v1/users?page=1&limit=10"

Create User

Creates a new user.

Request

POST /api/v1/users
Content-Type: application/json

Body

{
  "email": "newuser@example.com",
  "name": "Jane Doe",
  "role": "editor"
}

Response

{
  "id": "124",
  "email": "newuser@example.com",
  "name": "Jane Doe",
  "role": "editor",
  "created_at": "2024-01-15T11:00:00Z"
}

Status Codes

Code	Description
201	Created successfully
400	Bad request - invalid input
401	Unauthorized
409	Conflict - email already exists

Error Responses

All error responses follow this format:

{
  "error": {
    "code": "VALIDATION_ERROR",
    "message": "Invalid input",
    "details": [
      {
        "field": "email",
        "message": "Invalid email format"
      }
    ]
  }
}

Rate Limiting

Limit: 100 requests per minute
Headers: X-RateLimit-Limit, X-RateLimit-Remaining, X-RateLimit-Reset


### 4. Architecture Documentation

**Purpose**: Document design decisions and system architecture

#### Architecture Decision Records (ADRs)

```markdown
# ADR-001: Use SQLite for Local Storage

## Status

Accepted

## Context

We need a local storage solution for caching user data and settings.
Options considered:
- SQLite
- JSON files
- RocksDB

## Decision

We will use SQLite for the following reasons:

1. **ACID compliance**: Ensures data integrity
2. **Query capabilities**: Complex queries with SQL
3. **Performance**: Fast for our use case (< 10K records)
4. **Tooling**: Excellent Rust support via `rusqlite`
5. **Simplicity**: Single file, no server setup

## Consequences

### Positive
- Reliable data storage
- Easy to inspect with standard SQLite tools
- Good performance for read-heavy workloads

### Negative
- Not suitable for large-scale data (> 1M records)
- Requires schema migrations

### Neutral
- Adds SQLite as a dependency
- Need to handle database migrations

## Implementation

Database location: `~/.config/ktme/data.db`

Schema defined in `migrations/` directory.

System Architecture

# System Architecture

## Overview

┌─────────────────────────────────────────────────────────────┐ │ CLI Layer │ │ (command parsing, argument validation, output formatting) │ └──────────────────────┬──────────────────────────────────────┘ │ ┌──────────────────────┴──────────────────────────────────────┐ │ Application Layer │ │ (business logic, orchestration, AI integration) │ │ │ │ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ │ │ │ AI │ │ Git │ │ Doc │ │ Config │ │ │ │ Provider │ │ Handler │ │Generator │ │ Manager │ │ │ └──────────┘ └──────────┘ └──────────┘ └──────────┘ │ └──────────────────────┬──────────────────────────────────────┘ │ ┌──────────────────────┴──────────────────────────────────────┐ │ Infrastructure Layer │ │ (storage, external APIs, file system) │ │ │ │ ┌──────────┐ ┌──────────┐ ┌──────────┐ │ │ │ SQLite │ │ HTTP │ │ File │ │ │ │ DB │ │ Client │ │ System │ │ │ └──────────┘ └──────────┘ └──────────┘ │ └─────────────────────────────────────────────────────────────┘


## Components

### CLI Layer

- **Purpose**: Handle user input and output
- **Key Files**: `src/cli/`
- **Dependencies**: `clap`, `tracing`

### Application Layer

- **AI Provider**: Manages AI API calls (OpenAI, Claude)
- **Git Handler**: Analyzes git history and diffs
- **Doc Generator**: Creates documentation from templates
- **Config Manager**: Loads and validates configuration

### Infrastructure Layer

- **SQLite DB**: Persistent storage for services and mappings
- **HTTP Client**: API calls with retry logic
- **File System**: Reads/writes configuration and documents

## Data Flow

1. User runs CLI command
2. CLI layer validates arguments
3. Application layer executes business logic
4. Infrastructure layer persists/retrieves data
5. Results flow back to user

## Key Design Decisions

See ADRs:
- [ADR-001: Use SQLite for Local Storage](./adr/001-sqlite-storage.md)
- [ADR-002: Modular AI Provider System](./adr/002-ai-providers.md)
- [ADR-003: Async-First Architecture](./adr/003-async-architecture.md)

5. Changelogs

Purpose: Track changes between releases

# Changelog

All notable changes to this project will be documented in this file.

The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).

## [Unreleased]

### Added
- Feature description with PR/issue reference (#123)

### Changed
- Change description (#124)

### Fixed
- Bug fix description (#125)

## [1.2.0] - 2024-01-15

### Added
- New AI provider: Google Gemini support (#100)
- Configuration validation command: `kilo config validate` (#102)

### Changed
- Improved error messages for API failures (#105)
- Updated dependencies to latest versions (#107)

### Fixed
- Fixed memory leak in long-running sessions (#110)
- Fixed race condition in parallel processing (#112)

### Security
- Updated OpenSSL to address CVE-2024-XXXX (#115)

## [1.1.0] - 2024-01-01

[Previous release notes...]

## [1.0.0] - 2023-12-15

### Added
- Initial release
- Core features: X, Y, Z

[Unreleased]: https://github.com/user/project/compare/v1.2.0...HEAD
[1.2.0]: https://github.com/user/project/compare/v1.1.0...v1.2.0
[1.1.0]: https://github.com/user/project/compare/v1.0.0...v1.1.0
[1.0.0]: https://github.com/user/project/releases/tag/v1.0.0

Documentation Organization

Project Structure

project/
├── README.md              # Quick start and overview
├── CHANGELOG.md           # Version history
├── CONTRIBUTING.md        # Contribution guidelines
├── docs/
│   ├── index.md           # Documentation home
│   ├── getting-started.md # Detailed setup guide
│   ├── api/               # API documentation
│   │   ├── endpoints.md
│   │   └── schemas.md
│   ├── guides/            # User guides
│   │   ├── basic-usage.md
│   │   └── advanced-usage.md
│   ├── architecture/      # Technical docs
│   │   ├── overview.md
│   │   └── adr/           # Architecture Decision Records
│   │       ├── 001-sqlite-storage.md
│   │       └── 002-ai-providers.md
│   └── reference/         # Reference material
│       ├── configuration.md
│       └── cli-commands.md
└── src/
    └── lib.rs             # Inline documentation (cargo doc)

Writing Guidelines

Be Clear and Concise

# ❌ Bad: Verbose and unclear
In order to utilize this functionality for the purpose of achieving
your desired outcome, you must first ensure that you have properly
configured the system according to the specifications outlined in
the configuration section above.

# ✅ Good: Clear and direct
To use this feature, configure the system as described in Configuration.

Show, Don't Just Tell

# ❌ Bad: Abstract description
The function accepts various parameters and returns different types
based on the input.

# ✅ Good: Concrete examples
The function returns different types based on input:

```rust
parse("123")     // Returns: Number(123)
parse("hello")   // Returns: String("hello")
parse("true")    // Returns: Boolean(true)


### Keep Code Examples Updated

```markdown
# ❌ Bad: Outdated example
```rust
let user = User::new("John");  // Old API

✅ Good: Current example

let user = User::new("John", "john@example.com");  // Current API

Use Consistent Formatting

# ✅ Consistent structure for all endpoints

## Endpoint Name

Brief description.

### Request
[HTTP method and path]

### Parameters
[Table of parameters]

### Response
[Example response]

### Status Codes
[Table of status codes]

### Example
[curl command]

Documentation as Code

Generate from Tests

/// Examples in doc comments are tested by `cargo test`
///
/// ```
/// use mylib::Calculator;
///
/// let calc = Calculator::new();
/// assert_eq!(calc.add(2, 3), 5);
/// assert_eq!(calc.multiply(4, 5), 20);
/// ```
pub struct Calculator { }

Generate API Docs

# Rust
cargo doc --open

# TypeScript
npm run docs  # With TypeDoc

# Generate OpenAPI spec
cargo run -- openapi-spec > openapi.json

Anti-Patterns to Avoid

❌ Don't:

Write documentation as an afterthought
Let documentation become outdated
Duplicate information in multiple places
Assume knowledge the reader doesn't have
Skip examples for complex features

✅ Do:

Document as you develop
Update docs with code changes
Link to single source of truth
Explain context and prerequisites
Provide working examples

Integration with Kilo

This skill integrates with Kilo's workflow:

Evidence: Documentation includes file:line references
Minimal: Keep docs focused and up-to-date
Verification: Test examples in documentation

Use with other skills:

code-review: Review documentation quality
test-driven-development: Test examples in docs