README Generator

Overview

Generate professional README.md files that follow the Deep Insight/Strands SDK style: clear structure, progressive disclosure, and balanced depth. This skill uses Claude Code's native tools (Read, Glob, Grep) to explore codebases and creates user-friendly documentation.

Target style: Deep Insight README - professional, visual, and user-focused.

When to Use This Skill

Use this skill when:

• Creating a new README.md from scratch
• Improving an existing README with better structure and balance
• Adopting the Deep Insight/Strands SDK documentation style
• Converting technical documentation to user-friendly format

Do NOT use this skill for:

• API-only documentation (use API doc generators instead)
• Internal technical specs (use architectural docs instead)

The Deep Insight README Pattern

Structure

1. Center-aligned header with logo, title, tagline, badges, and quick navigation links
2. Latest News - Recent updates and releases
3. Why [Project]? - Value proposition with key benefits
4. Quick Start - Get running in 2 minutes (install + basic example)
5. Demo - Video/screenshots with sample outputs
6. Installation - Detailed setup instructions
7. Architecture - System overview with diagrams
8. Contributing - Brief welcome with contribution areas
9. License - Clear license type
10. Acknowledgments/Contributors - Credits and team info

Key Principles

• Visual first: Logo, centered layout, badges, architecture diagrams
• Balanced depth: Substantial enough to be useful, focused enough to stay readable
• Progressive disclosure: Quick value at top, details further down
• Code-first: Show working examples, not just descriptions
• Professional yet accessible: Clear language without excessive jargon

README Generation Workflow

Step 1: Explore the Codebase

Use Claude Code's native tools to gather essential information:

Project structure:

Use Glob to find key files:
- Entry points: main.py, app.py, *.ipynb
- Config: pyproject.toml, requirements.txt, .env.example
- Assets: logos, screenshots, diagrams in assets/
- Docs: CLAUDE.md, existing README, CONTRIBUTING.md

Dependencies and frameworks:

Use Read to examine:
- pyproject.toml or requirements.txt for dependencies
- Key imports in main files to identify frameworks
- .env.example for required configuration

Key features:

Use Read to understand:
- Main entry point logic
- Command-line arguments or API endpoints
- Output artifacts or deliverables

Step 2: Build the README

Create sections following the Deep Insight pattern:

1. Header Section with Logo

<div align="center">
  <div>
    <img src="./assets/project_logo.png" alt="Project Name" width="110px" height="210px">
  </div>

  <h1 style="margin-top: 10px;">Project Name</h1>

  <h2>Concise value proposition in one sentence</h2>

  <div align="center">
    <a href="https://github.com/user/repo/graphs/commit-activity"><img alt="GitHub commit activity" src="https://img.shields.io/github/commit-activity/m/user/repo"/></a>
    <a href="https://github.com/user/repo/blob/master/LICENSE"><img alt="License" src="https://img.shields.io/badge/LICENSE-MIT-green"/></a>
    <a href="https://www.python.org/downloads/"><img alt="Python" src="https://img.shields.io/badge/python-3.12+-blue.svg"/></a>
  </div>

  <p>
    <a href="#why-project">Why Project?</a>
    ◆ <a href="#quick-start">Quick Start</a>
    ◆ <a href="#demo">Demo</a>
    ◆ <a href="#installation">Installation</a>
    ◆ <a href="#architecture">Architecture</a>
  </p>
</div>

Key points:

• Logo at the top, adjust size as needed
• Title with reduced margin (margin-top: 10px)
• Navigation links with ◆ separator

2. Latest News

Show recent updates in reverse chronological order:

## *Latest News* 🔥

- **[2025/10]** Released [Project Workshop](link) (Korean)
- **[2025/10]** Added support for Claude Sonnet 4.5 with enhanced reasoning capabilities
- **[2025/09]** Released Project framework with multi-agent architecture

3. Why [Project]?

Value proposition with key benefits:

## Why Project Name?

Brief description of the transformation or value provided.

- **🎨 Benefit 1** - Description
- **🔒 Benefit 2** - Description
- **🤖 Benefit 3** - Description
- **📊 Benefit 4** - Description
- **🚀 Benefit 5** - Description

4. Quick Start

Minimal commands to get running (2-3 steps max):

## Quick Start

\`\`\`bash
# 1. Clone and setup environment
git clone https://github.com/user/repo.git
cd repo-directory
./setup.sh  # or your setup command

# 2. Configure credentials/environment (if needed)
cp .env.example .env
# Edit .env with your configuration

# 3. Run basic example
python main.py --example "basic task"
\`\`\`

> **Prerequisites**: List key requirements (e.g., Python 3.12+, API keys, system dependencies)
>
> **Need more options?** See [Installation](#installation) section below for detailed setup instructions and alternative configuration methods.

5. Demo

Video and sample outputs:

## Demo

### Use Case Title

> **Task**: "Detailed task description"
>
> **Workflow**: Input (data source) → Process (natural language prompt) → Output (deliverables with analysis)

[▶️ Watch Full Demo on YouTube](video-url)

### Sample Outputs

📄 [Output 1](link) | 📄 [Output 2](link)

6. Installation

Complete setup with configuration:

## Installation

This section provides detailed installation instructions and alternative configuration options. For a quick setup, see [Quick Start](#quick-start) above.

### Environment Setup

\`\`\`bash
# Clone the repository
git clone https://github.com/user/repo.git
cd repo-directory

# Install dependencies (choose your method)
pip install -r requirements.txt
# OR
poetry install
# OR
./setup.sh
\`\`\`

The setup automatically:
- Installs required dependencies
- Sets up virtual environment
- Configures initial settings

### Configuration

Provide multiple configuration options for flexibility:

**Option 1: Configuration File (Recommended)**

\`\`\`bash
cp config.example.yaml config.yaml
# Edit config.yaml with your settings
\`\`\`

**Option 2: Environment Variables**

\`\`\`bash
# Direct export (session-based)
export API_KEY=your_api_key
export ENVIRONMENT=production
\`\`\`

**Option 3: .env File (Persistent)**

\`\`\`bash
# Copy example file and edit
cp .env.example .env
# Edit .env with your configuration
\`\`\`

> **Security Note**: Never commit files with real credentials to version control. Sensitive files should be in \`.gitignore\`.

7. Architecture

System overview with visual diagram and optional text-based architecture:

## Architecture

### System Overview

<div align="center">
  <img src="./assets/architecture.png" alt="Project Architecture" width="750">
</div>

### Component Architecture (Optional)

For complex systems, include text-based diagrams to explain flow:

\`\`\`
┌─────────────────────────────────────────────────────────┐
│                     User Input                          │
│                   (Entry Point)                         │
└──────────────────────┬──────────────────────────────────┘
                       │
                       ▼
┌─────────────────────────────────────────────────────────┐
│  COMPONENT A (Primary Handler)                          │
│  • Responsibility 1                                     │
│  • Responsibility 2                                     │
│  • Responsibility 3                                     │
└──────────────────────┬──────────────────────────────────┘
                       │
                       ▼
┌─────────────────────────────────────────────────────────┐
│  COMPONENT B (Processor)                                │
│  • Processing step 1                                    │
│  • Processing step 2                                    │
└──────────┬──────────┬──────────┬────────────────────────┘
           │          │          │
     ┌─────┘    ┌─────┘    ┌─────┘
     ▼          ▼          ▼
┌─────────┐ ┌─────────┐ ┌─────────┐
│ MODULE1 │ │ MODULE2 │ │ MODULE3 │
│         │ │         │ │         │
│ Task A  │ │ Task B  │ │ Task C  │
└─────────┘ └─────────┘ └─────────┘
\`\`\`

### Key Design Decisions

Explain architectural choices:
- **Pattern Used**: Description of architectural pattern (e.g., microservices, event-driven)
- **Technology Stack**: Key frameworks and libraries
- **Scalability**: How the system scales

8. Contributing

## Contributing

We welcome contributions! See [CONTRIBUTING.md](CONTRIBUTING.md) for details.

### Quick Start for Contributors

\`\`\`bash
# Fork the repository on GitHub, then clone your fork
git clone https://github.com/YOUR_USERNAME/repo.git
cd repo-path

# Follow installation steps above

# Create feature branch
git checkout -b feature/your-feature-name

# Make changes, test, then commit and push
git add .
git commit -m "Add feature: description"
git push origin feature/your-feature-name
\`\`\`

### Contribution Areas

- **Feature Development**: Add new features and capabilities
- **Bug Fixes**: Fix issues and improve stability
- **Documentation**: Improve guides, examples, and tutorials
- **Testing**: Add tests and improve test coverage
- **Performance**: Optimize code and improve efficiency
- **Design**: Improve UI/UX and visual elements

9. License

## License

This project is licensed under the **MIT License** - see the [LICENSE](LICENSE) file for details.

10. Acknowledgments/Contributors

## Acknowledgments

### Philosophy (Optional)

> **"Your project philosophy or motto"**

Brief description of project values, inspiration, or approach.

## Contributors

**Option 1: Simple List**
- **Name** - Role
  - [Email](mailto:email) · [GitHub](https://github.com/username)

**Option 2: Table Format (for multiple contributors)**

| Name | Role | Contact |
|------|------|---------|
| **Person 1** | Lead Developer | [Email](mailto:email1) · [LinkedIn](url) · [GitHub](url) |
| **Person 2** | Contributor | [Email](mailto:email2) · [LinkedIn](url) · [GitHub](url) |
| **Person 3** | Documentation | [Email](mailto:email3) · [LinkedIn](url) · [GitHub](url) |

---

<div align="center">
  <p>
    <strong>Built with ❤️ by [Team Name]</strong><br>
    <sub>Your project mission or tagline</sub>
  </p>
</div>

Writing Guidelines

Visual Elements

• Logo: Size to 110x210px or adjust proportionally
• Images: Center-align with <div align="center">, size to ~750px width
• Badges: Use relevant badges only (commit activity, license, Python version)
• Navigation: Use ◆ separator between links

Content

• Latest News: Most recent first, use [YYYY/MM] format
• Benefits: Use emojis for visual appeal
• Code blocks: Always specify language
• Links: Descriptive text, not "click here"

Structure

• Center-align header section
• Progressive disclosure (quick value → details)
• Clear heading hierarchy (H1 → H2 → H3)
• Keep paragraphs short (3-4 lines max)

Best Practices

1. Follow the Deep Insight pattern - Visual, professional structure
2. Use center alignment - Header and diagrams
3. Include logo - Brand identity at top
4. Show real examples - Actual commands and outputs
5. Link to resources - Videos, workshops, sample outputs
6. Credit contributors - Team info at bottom
7. Add Latest News - Keep users informed of updates

Common Pitfalls to Avoid

• Missing logo or visual elements
• Not center-aligning header
• Outdated "Latest News" section
• Missing demo video or screenshots
• Generic placeholder text
• Broken internal links
• Inconsistent formatting

Validation

Before finalizing, verify:

1. Visual appeal: Logo, centered header, proper spacing
2. Completeness: All essential sections present
3. Accuracy: All commands and links work
4. Clarity: Non-technical user can follow
5. Style: Matches Deep Insight pattern

A well-written README enables users to:

• Understand what it does in 30 seconds
• See visual proof (logo, diagrams, demos)
• Get it running in 2-5 minutes
• Find detailed resources if needed
• Feel confident about the project's quality