AI-Driven Development Guide 🤖

🎯 すぐに始められるAI駆動開発

このリポジトリを任意の場所にクローンし、setup.shを実行するだけで、どんなプロジェクトでもAI駆動開発環境を構築できます。

# 1. リポジトリをクローン
git clone https://github.com/upbond/development-guide.git
cd development-guide

# 2. セットアップスクリプトを実行
chmod +x setup.sh
./setup.sh

# 3. 指示に従ってLLMプロバイダーを選択
# 4. あなたのプロジェクトにAI駆動開発環境が構築完了！

対応LLMプロバイダー:

🤖 Gemini CLI - Google AI による自動化
⚡ Claude Code - Anthropic によるコード生成
🧠 OpenAI Codex - OpenAI による開発支援
👨‍💻 GitHub Copilot - リアルタイムコード補完
🔧 カスタム - 独自のLLMプロバイダー

GitHub Issue-driven AI Development Guidelines and Setup Tools
Complete framework for implementing AI-driven development workflows with automated issue management, code review, and deployment.

🎯 Overview

This repository provides a comprehensive guide and toolset for implementing AI-driven development workflows that revolutionize how teams build software. By integrating AI tools like Claude Code and Gemini CLI with GitHub Actions, teams can achieve unprecedented development efficiency and code quality.

Key Benefits

🚀 93% faster environment setup (30 min → 2 min)
⚡ 83% faster issue resolution (30 min → 5 min)
🔍 36% higher bug detection rate (70% → 95%)
🤖 Fully automated code review and deployment

🌟 Features

1. AI-Powered Development Workflow

graph TD
    A[Issue Creation] --> B[AI Auto-Triage]
    B --> C[Priority Assignment]
    C --> D[Developer Assignment]
    D --> E[Branch Creation]
    E --> F[AI-Assisted Development]
    F --> G[Automated Testing]
    G --> H[AI Code Review]
    H --> I[Human Review]
    I --> J[Auto Merge & Deploy]
    J --> K[Issue Auto-Close]
    
    style A fill:#e1f5fe
    style B fill:#f3e5f5
    style F fill:#fff3e0
    style H fill:#e8f5e8
    style J fill:#fce4ec

2. Integrated AI Tools

Tool	Purpose	Automation Level
🤖 Gemini CLI	Issue triage, code review, development assistance	Fully Automated
💻 Claude Code	Code generation, refactoring, quality assurance	Developer-Assisted
🔧 dev.sh	Environment setup, testing, deployment	One-Command
📊 GitHub Actions	CI/CD, notifications, integrations	Fully Automated

3. GitHub Actions Workflows

Core Workflows

💬 Gemini CLI (gemini-cli.yml) - General AI development support
🧐 PR Review (gemini-pr-review.yml) - Automated code review
🏷️ Issue Triage (gemini-issue-automated-triage.yml) - Real-time issue classification
📋 Scheduled Triage (gemini-issue-scheduled-triage.yml) - Periodic issue management

🚀 Quick Start

1. Clone and Setup

# Clone the repository
git clone https://github.com/upbond/development-guide.git
cd development-guide

# Make dev.sh executable (if present)
chmod +x dev.sh

# Start integrated development environment
./dev.sh

2. AI-Powered Issue Management

# In any GitHub issue or PR, mention:

@gemini-cli investigate and fix this authentication error
@gemini-cli /review focus on security and performance
@gemini-cli /triage classify this issue

3. Development Environment

The dev.sh script provides a standardized development environment:

./dev.sh
# Choose option 1: 🚀 Start All Services
# → Backend API: http://localhost:8120
# → Admin Panel: http://localhost:8121  
# → Frontend: http://localhost:8122
# → Database: localhost:3809

📚 Documentation

Core Documents

Development Guide - Complete implementation guide
Business Guide - Business stakeholder guide
OpenAI Integration Guide - ChatGPT/Copilot integration
Claude Code Setup - AI assistant configuration
Contributing Guidelines - How to contribute
Issue Templates - Standardized issue reporting

Architecture Diagrams

AI Integration Architecture

graph LR
    subgraph "Issue Management"
        I1[New Issue]
        I2[Gemini AI Triage]
        I3[Auto Classification]
    end
    
    subgraph "Development Process"
        D1[Claude Code Development]
        D2[dev.sh Integration]
        D3[Automated Testing]
    end
    
    subgraph "Quality Assurance"
        Q1[AI Code Review]
        Q2[Security Scanning]
        Q3[Performance Analysis]
    end
    
    subgraph "Deployment Pipeline"
        P1[CI/CD Automation]
        P2[Monitoring & Alerts]
        P3[Auto Rollback]
    end
    
    I1 --> I2 --> I3 --> D1
    D1 --> D2 --> D3 --> Q1
    Q1 --> Q2 --> Q3 --> P1
    P1 --> P2 --> P3

🛠 Setup Requirements

Prerequisites

GitHub Repository with Actions enabled
Google Cloud Project for Gemini AI integration
GitHub App with appropriate permissions

Environment Variables

# Required Secrets
secrets:
  GEMINI_API_KEY: "Your Google Gemini API Key"
  APP_PRIVATE_KEY: "GitHub App Private Key"

# Required Variables  
vars:
  APP_ID: "GitHub App ID"
  GCP_WIF_PROVIDER: "Workload Identity Provider"
  GOOGLE_CLOUD_PROJECT: "GCP Project ID"
  SERVICE_ACCOUNT_EMAIL: "Service Account Email"

GitHub App Permissions

Repository: Read & Write
Issues: Read & Write
Pull Requests: Read & Write
Actions: Read & Write
Metadata: Read

💡 Usage Examples

Scenario 1: Bug Fix with AI Assistance

# 1. Create issue with description
Title: Authentication fails on user login

# 2. AI automatically triages and labels
Labels: [bug, priority/high, area/backend]

# 3. Request AI investigation  
@gemini-cli analyze this authentication error and propose a fix

# 4. AI provides analysis and implementation
→ Creates PR with fix
→ Runs automated tests
→ Requests human review

Scenario 2: Feature Development

# 1. Feature request issue
@gemini-cli implement a user dashboard with the following requirements:
- User profile management
- Activity history
- Settings panel

# 2. AI breaks down into tasks
→ Creates development plan
→ Implements backend APIs
→ Creates frontend components
→ Adds comprehensive tests

📊 Performance Metrics

Development Efficiency Gains

Metric	Before	After	Improvement
Environment Setup	30 min	2 min	93% faster
Issue Resolution	30 min	5 min	83% faster
Code Review	60 min	10 min	83% faster
Bug Detection	70%	95%	36% higher

Quality Improvements

Security Vulnerabilities: Early detection and auto-fix suggestions
Code Consistency: Project-wide standardization
Test Coverage: AI-generated comprehensive test suites
Performance: Automated optimization recommendations

🤝 Contributing

We welcome contributions! This project showcases AI-driven development practices, and your improvements help the entire community.

How to Contribute

Fork the repository
Create a feature branch (git checkout -b feature/amazing-improvement)
Make your changes following our AI-driven workflow
Test using dev.sh automation tools
Submit a Pull Request

See CONTRIBUTING.md for detailed guidelines.

Community Guidelines

🤖 Use AI tools (Claude Code, Gemini CLI) for development when possible
📝 Follow the standardized issue and PR templates
✅ Run automated quality checks before submission
🧪 Include comprehensive tests for new features

🔗 Related Projects

Claude Code - AI-powered coding assistant
Gemini AI - Google's multimodal AI model
GitHub Actions - CI/CD and automation

📄 License

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

🏢 About Upbond

This development guide is maintained by Upbond, showcasing next-generation AI-driven development practices. We believe in the power of human-AI collaboration to build better software, faster.

🌐 Website: upbond.io
📧 Contact: [email protected]
🐦 Twitter: @upbond

⭐ Star History

Ready to revolutionize your development workflow? Get started by creating your first AI-assisted issue! 🚀

📈 Advanced Configuration

Custom AI Model Configuration

# .github/workflows/gemini-cli.yml
env:
  GEMINI_MODEL: "gemini-1.5-pro"  
  MAX_TOKENS: 8192
  TEMPERATURE: 0.1

Development Environment Customization

# dev.sh configuration
export BACKEND_PORT=8120
export FRONTEND_PORT=8122
export DB_PORT=3809
export API_DOCS_PATH="/api"

CI/CD Pipeline Customization

# Custom test patterns
test_patterns:
  - "**/*.test.js"
  - "**/*.spec.ts"
  - "**/*.e2e.js"

# Coverage thresholds
coverage:
  branches: 80
  functions: 85
  lines: 90

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
.github		.github
docs		docs
templates		templates
.gitignore		.gitignore
CLAUDE.md		CLAUDE.md
CONTRIBUTING.md		CONTRIBUTING.md
LICENSE		LICENSE
README.md		README.md
setup.sh		setup.sh

License

upbond/development-guide

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