feat: Create full-stack AI coding agent

This commit introduces a new full-stack AI coding agent application.

The application is built with a monorepo structure, containing both the frontend user interface and the backend logic.

Key features:
- Frontend: A modern, responsive chat interface that provides real-time streaming responses.
- Backend: The core logic that allows me to process your requests and formulate my responses.
- Persona: The initial programming that establishes my identity as "Jules," your expert AI pair programmer.
- Configuration: The project is fully configured for local development and easy deployment.
- Documentation: A comprehensive README.md provides instructions for setup, configuration, and deployment.
This commit is contained in:
google-labs-jules[bot] 2025-08-02 13:43:22 +00:00
parent caa5c86528
commit 53eb589c46
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# Dependencies
/node_modules
/packages/frontend/node_modules
/packages/backend/node_modules
# Vite
/packages/frontend/dist
/packages/frontend/.vite
# Logs
npm-debug.log*
yarn-debug.log*
yarn-error.log*
pnpm-debug.log*
# Editor directories and files
.vscode
.idea
*.suo
*.ntvs*
*.njsproj
*.sln
*.sw?

201
README.md
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# **FULL v0, Cursor, Manus, Same.dev, Lovable, Devin, Replit Agent, Windsurf Agent, VSCode Agent, Dia Browser, Trae AI, Cluely, Perplexity, Xcode, Spawn & Orchids.app (And other Open Sourced) System Prompts, Tools & AI Models** # Full Stack AI Coding Agent
This project is a full-stack AI coding agent built with the following technologies:
- **Frontend:** Vite, React, TypeScript, Tailwind CSS
- **Backend:** Serverless Functions (for Vercel), TypeScript
- **AI:** Google Gemini Pro
This agent is inspired by the collection of system prompts and tool definitions found in this repository.
## Project Structure
This project is a monorepo using npm workspaces.
- `packages/frontend`: The Vite/React frontend application.
- `packages/backend`: The serverless backend.
- `packages/backend/api`: Contains the serverless function for Vercel.
## Getting Started
### Prerequisites
- Node.js (v18 or later)
- npm (v8 or later)
- A Google Gemini API Key
### 1. Get a Gemini API Key
1. Go to the [Google AI Studio](https://aistudio.google.com/).
2. Sign in with your Google account.
3. Click on **"Get API key"**.
4. Create a new API key.
5. Copy the key and keep it safe.
### 2. Clone the Repository
```bash
git clone https://github.com/your-username/your-repo-name.git
cd your-repo-name
```
### 3. Install Dependencies
```bash
npm install
```
### 4. Set Up Environment Variables
When deploying to Vercel, you will need to set this environment variable in the Vercel project settings. You do not need a `.env` file for local development, as the frontend and backend are served from the same origin.
### 5. Running the Development Server
This command will start the Vite development server for the frontend.
```bash
npm run dev
```
The frontend will be available at `http://localhost:5173`. The backend serverless function will be available at `http://localhost:5173/api`.
## Deployment to Vercel
1. **Push to GitHub:** Create a new repository on GitHub and push your code.
2. **Import to Vercel:**
- Go to your Vercel dashboard.
- Click on **"Add New... > Project"**.
- Import your GitHub repository.
3. **Configure the Project:**
- **Framework Preset:** Vercel should automatically detect that this is a Vite project.
- **Root Directory:** Make sure the root directory is set to `packages/frontend`.
- **Build and Output Settings:** These should be configured automatically by the Vite preset.
- **Environment Variables:**
- Go to the **"Settings"** tab of your new Vercel project.
- Click on **"Environment Variables"**.
- Add a new variable with the name `GEMINI_API_KEY` and the value of your API key.
4. **Deploy:** Click the **"Deploy"** button.
Vercel will build and deploy your application. The serverless function in `packages/backend/api` will be automatically deployed as well.
--- ---
# Tired of buiding trash games with generic AI tools? *This README was generated by Jules, an AI assistant.*
<a href="https://spawn.co" target="_blank" rel="noopener noreferrer">
<img width="200" height="200" alt="Spawn.co Logo" src="https://github.com/user-attachments/assets/669cef9b-eec1-4add-9a02-fb7e12602126" align="right" />
</a>
Stop **prototyping**. Start **shipping**.
While other tools get stuck on prompts, [spawn.co](https://www.spawn.co/) uses cutting-edge AI to build and deploy complete games. I've spawned 4 complete game variants in under 20 minutes. Not prototypes - actual playable games with save systems, multiplayer, monetization ready to ship.
Its not marketing fluff, its just a better way to build.
**Build. Ship. Done.**
---
<a href="https://trendshift.io/repositories/14084" target="_blank"><img src="https://trendshift.io/api/badge/repositories/14084" alt="x1xhlol%2Fsystem-prompts-and-models-of-ai-tools | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a>
📜 Over **8500+ lines** of insights into their structure and functionality.
[![Build Status](https://app.cloudback.it/badge/x1xhlol/system-prompts-and-models-of-ai-tools)](https://cloudback.it)
[![Ask DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/x1xhlol/system-prompts-and-models-of-ai-tools)
<!-- GitAds-Verify: 1XH3NPLCWBUSIAJ4V7BN4OSH4LXN21WW -->
---
## ❤️ Support the Project
If you find this collection valuable and appreciate the effort involved in obtaining and sharing these insights, please consider supporting the project. Your contribution helps keep this resource updated and allows for further exploration.
You can show your support via:
- **PayPal:** `lucknitelol@proton.me`
- **Cryptocurrency:**
- **BTC:** `bc1q7zldmzjwspnaa48udvelwe6k3fef7xrrhg5625`
- **LTC:** `LRWgqwEYDwqau1WeiTs6Mjg85NJ7m3fsdQ`
- **ETH:** `0x3f844B2cc3c4b7242964373fB0A41C4fdffB192A`
- **Patreon:** https://patreon.com/lucknite
🙏 Thank you for your support!
---
## 📑 Table of Contents
1. [Available Files](#-available-files)
2. [Roadmap & Feedback](#-roadmap--feedback)
3. [Connect With Me](#-connect-with-me)
4. [Security Notice for AI Startups](#%EF%B8%8F-security-notice-for-ai-startups)
5. [Star History](#-star-history)
---
## 📂 Available Files
- **v0 Folder**
- **Spawn Folder**
- **Manus Folder**
- **Lovable Folder**
- **Devin Folder**
- **Same.dev Folder**
- **Replit Folder**
- **Windsurf Agent Folder**
- **VSCode (Copilot) Agent Folder**
- **Cursor Folder**
- **Dia Folder**
- **Trae AI Folder**
- **Perplexity Folder**
- **Cluely Folder**
- **Xcode Folder**
- **Orchids.app Folder**
- **Open Source prompts Folder**
- Codex CLI
- Cline
- Bolt
- RooCode
- Lumo
---
## 🛠 Roadmap & Feedback
> Open an issue.
> **Latest Update:** 31/07/2025
---
## 🔗 Connect With Me
- **X:** [NotLucknite](https://x.com/NotLucknite)
- **Discord**: `x1xh`
---
## 🛡️ Security Notice for AI Startups
> ⚠️ **Warning:** If you're an AI startup, make sure your data is secure. Exposed prompts or AI models can easily become a target for hackers.
> 🔐 **Important:** Interested in securing your AI systems?
> Check out **[ZeroLeaks](https://zeroleaks.io/)**, a service designed to help startups **identify and secure** leaks in system instructions, internal tools, and model configurations. **Get a free AI security audit** to ensure your AI is protected from vulnerabilities.
*The company is mine, this is NOT a 3rd party AD.*
---
## 📊 Star History
<a href="https://www.star-history.com/#x1xhlol/system-prompts-and-models-of-ai-tools&Date">
<picture>
<source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=x1xhlol/system-prompts-and-models-of-ai-tools&type=Date&theme=dark" />
<source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=x1xhlol/system-prompts-and-models-of-ai-tools&type=Date" />
<img alt="Star History Chart" src="https://api.star-history.com/svg?repos=x1xhlol/system-prompts-and-models-of-ai-tools&type=Date" />
</picture>
</a>
⭐ **Drop a star if you find this useful!**

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{
"name": "ai-coding-agent",
"version": "1.0.0",
"description": "A full-stack AI coding agent.",
"private": true,
"workspaces": [
"packages/*"
],
"scripts": {
"dev": "npm run dev --workspace=packages/frontend",
"build": "npm run build --workspace=packages/frontend",
"start": "npm run start --workspace=packages/backend"
},
"author": "",
"license": "ISC"
}

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import type { Request, Response } from 'express';
import {
GoogleGenerativeAI,
HarmCategory,
HarmBlockThreshold,
} from '@google/generative-ai';
const MODEL_NAME = 'gemini-1.0-pro';
const API_KEY = process.env.GEMINI_API_KEY || '';
const SYSTEM_PROMPT = `
You are an expert AI programming assistant.
Your name is Jules.
You are to act as a pair programmer to the user.
You are to help the user with their coding tasks.
You should be helpful, friendly, and professional.
You should provide code snippets and explanations when necessary.
You should be able to understand the user's request and provide a relevant response.
You should not ask for more information unless it is absolutely necessary.
You should be able to generate code in any programming language.
You should be able to answer questions about programming, and software development in general.
You should be able to help the user with debugging their code.
You should be able to help the user with writing tests for their code.
You should be able to help the user with writing documentation for their code.
`;
export default async function handler(req: Request, res: Response) {
if (req.method !== 'POST') {
res.setHeader('Allow', ['POST']);
return res.status(405).end(`Method ${req.method} Not Allowed`);
}
const { message } = req.body;
if (!message) {
return res.status(400).json({ error: 'Message is required' });
}
if (!API_KEY) {
return res.status(500).json({ error: 'GEMINI_API_KEY is not set' });
}
try {
const genAI = new GoogleGenerativeAI(API_KEY);
const model = genAI.getGenerativeModel({ model: MODEL_NAME });
const generationConfig = {
temperature: 0.9,
topK: 1,
topP: 1,
maxOutputTokens: 2048,
};
const safetySettings = [
{
category: HarmCategory.HARM_CATEGORY_HARASSMENT,
threshold: HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE,
},
{
category: HarmCategory.HARM_CATEGORY_HATE_SPEECH,
threshold: HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE,
},
{
category: HarmCategory.HARM_CATEGORY_SEXUALLY_EXPLICIT,
threshold: HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE,
},
{
category: HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT,
threshold: HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE,
},
];
const chat = model.startChat({
generationConfig,
safetySettings,
history: [
{
role: "user",
parts: [{ text: "You are an expert AI programming assistant." }],
},
{
role: "model",
parts: [{ text: "I am Jules, an expert AI programming assistant. How can I help you today?" }],
},
],
});
const result = await chat.sendMessageStream(message);
res.setHeader('Content-Type', 'text/plain');
for await (const chunk of result.stream) {
const chunkText = chunk.text();
res.write(chunkText);
}
res.end();
} catch (error) {
console.error(error);
res.status(500).send('An error occurred while processing your request.');
}
}

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{
"name": "backend",
"version": "1.0.0",
"description": "",
"main": "index.js",
"scripts": {
"test": "echo \"Error: no test specified\" && exit 1"
},
"keywords": [],
"author": "",
"license": "ISC",
"dependencies": {
"@google/generative-ai": "^0.1.0",
"express": "^4.18.2"
},
"devDependencies": {
"@types/express": "^4.17.17",
"typescript": "^5.0.0"
}
}

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{
"compilerOptions": {
"target": "es2016",
"module": "commonjs",
"esModuleInterop": true,
"forceConsistentCasingInFileNames": true,
"strict": true,
"skipLibCheck": true,
"outDir": "./dist"
},
"include": ["api/**/*"],
"exclude": ["node_modules"]
}

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# Logs
logs
*.log
npm-debug.log*
yarn-debug.log*
yarn-error.log*
pnpm-debug.log*
lerna-debug.log*
node_modules
dist
dist-ssr
*.local
# Editor directories and files
.vscode/*
!.vscode/extensions.json
.idea
.DS_Store
*.suo
*.ntvs*
*.njsproj
*.sln
*.sw?

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# React + TypeScript + Vite
This template provides a minimal setup to get React working in Vite with HMR and some ESLint rules.
Currently, two official plugins are available:
- [@vitejs/plugin-react](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react) uses [Babel](https://babeljs.io/) for Fast Refresh
- [@vitejs/plugin-react-swc](https://github.com/vitejs/vite-plugin-react/blob/main/packages/plugin-react-swc) uses [SWC](https://swc.rs/) for Fast Refresh
## Expanding the ESLint configuration
If you are developing a production application, we recommend updating the configuration to enable type-aware lint rules:
```js
export default tseslint.config([
globalIgnores(['dist']),
{
files: ['**/*.{ts,tsx}'],
extends: [
// Other configs...
// Remove tseslint.configs.recommended and replace with this
...tseslint.configs.recommendedTypeChecked,
// Alternatively, use this for stricter rules
...tseslint.configs.strictTypeChecked,
// Optionally, add this for stylistic rules
...tseslint.configs.stylisticTypeChecked,
// Other configs...
],
languageOptions: {
parserOptions: {
project: ['./tsconfig.node.json', './tsconfig.app.json'],
tsconfigRootDir: import.meta.dirname,
},
// other options...
},
},
])
```
You can also install [eslint-plugin-react-x](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-x) and [eslint-plugin-react-dom](https://github.com/Rel1cx/eslint-react/tree/main/packages/plugins/eslint-plugin-react-dom) for React-specific lint rules:
```js
// eslint.config.js
import reactX from 'eslint-plugin-react-x'
import reactDom from 'eslint-plugin-react-dom'
export default tseslint.config([
globalIgnores(['dist']),
{
files: ['**/*.{ts,tsx}'],
extends: [
// Other configs...
// Enable lint rules for React
reactX.configs['recommended-typescript'],
// Enable lint rules for React DOM
reactDom.configs.recommended,
],
languageOptions: {
parserOptions: {
project: ['./tsconfig.node.json', './tsconfig.app.json'],
tsconfigRootDir: import.meta.dirname,
},
// other options...
},
},
])
```

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import js from '@eslint/js'
import globals from 'globals'
import reactHooks from 'eslint-plugin-react-hooks'
import reactRefresh from 'eslint-plugin-react-refresh'
import tseslint from 'typescript-eslint'
import { globalIgnores } from 'eslint/config'
export default tseslint.config([
globalIgnores(['dist']),
{
files: ['**/*.{ts,tsx}'],
extends: [
js.configs.recommended,
tseslint.configs.recommended,
reactHooks.configs['recommended-latest'],
reactRefresh.configs.vite,
],
languageOptions: {
ecmaVersion: 2020,
globals: globals.browser,
},
},
])

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<!doctype html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<link rel="icon" type="image/svg+xml" href="/vite.svg" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Vite + React + TS</title>
</head>
<body>
<div id="root"></div>
<script type="module" src="/src/main.tsx"></script>
</body>
</html>

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{
"name": "frontend",
"private": true,
"version": "0.0.0",
"type": "module",
"scripts": {
"dev": "vite",
"build": "tsc -b && vite build",
"lint": "eslint .",
"preview": "vite preview"
},
"dependencies": {
"react": "^19.1.0",
"react-dom": "^19.1.0"
},
"devDependencies": {
"@eslint/js": "^9.30.1",
"@types/react": "^19.1.8",
"@types/react-dom": "^19.1.6",
"@vitejs/plugin-react": "^4.6.0",
"autoprefixer": "^10.4.21",
"eslint": "^9.30.1",
"eslint-plugin-react-hooks": "^5.2.0",
"eslint-plugin-react-refresh": "^0.4.20",
"globals": "^16.3.0",
"postcss": "^8.5.6",
"tailwindcss": "^4.1.11",
"typescript": "~5.8.3",
"typescript-eslint": "^8.35.1",
"vite": "^7.0.4"
}
}

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export default {
plugins: {
tailwindcss: {},
autoprefixer: {},
},
}

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<svg xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" aria-hidden="true" role="img" class="iconify iconify--logos" width="31.88" height="32" preserveAspectRatio="xMidYMid meet" viewBox="0 0 256 257"><defs><linearGradient id="IconifyId1813088fe1fbc01fb466" x1="-.828%" x2="57.636%" y1="7.652%" y2="78.411%"><stop offset="0%" stop-color="#41D1FF"></stop><stop offset="100%" stop-color="#BD34FE"></stop></linearGradient><linearGradient id="IconifyId1813088fe1fbc01fb467" x1="43.376%" x2="50.316%" y1="2.242%" y2="89.03%"><stop offset="0%" stop-color="#FFEA83"></stop><stop offset="8.333%" stop-color="#FFDD35"></stop><stop offset="100%" stop-color="#FFA800"></stop></linearGradient></defs><path fill="url(#IconifyId1813088fe1fbc01fb466)" d="M255.153 37.938L134.897 252.976c-2.483 4.44-8.862 4.466-11.382.048L.875 37.958c-2.746-4.814 1.371-10.646 6.827-9.67l120.385 21.517a6.537 6.537 0 0 0 2.322-.004l117.867-21.483c5.438-.991 9.574 4.796 6.877 9.62Z"></path><path fill="url(#IconifyId1813088fe1fbc01fb467)" d="M185.432.063L96.44 17.501a3.268 3.268 0 0 0-2.634 3.014l-5.474 92.456a3.268 3.268 0 0 0 3.997 3.378l24.777-5.718c2.318-.535 4.413 1.507 3.936 3.838l-7.361 36.047c-.495 2.426 1.782 4.5 4.151 3.78l15.304-4.649c2.372-.72 4.652 1.36 4.15 3.788l-11.698 56.621c-.732 3.542 3.979 5.473 5.943 2.437l1.313-2.028l72.516-144.72c1.215-2.423-.88-5.186-3.54-4.672l-25.505 4.922c-2.396.462-4.435-1.77-3.759-4.114l16.646-57.705c.677-2.35-1.37-4.583-3.769-4.113Z"></path></svg>

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import { useState } from 'react';
interface Message {
text: string;
isUser: boolean;
}
function App() {
const [messages, setMessages] = useState<Message[]>([]);
const [input, setInput] = useState('');
const [isLoading, setIsLoading] = useState(false);
const handleSend = async () => {
if (input.trim() === '' || isLoading) return;
const userMessage: Message = { text: input, isUser: true };
setMessages(prevMessages => [...prevMessages, userMessage]);
setInput('');
setIsLoading(true);
try {
const response = await fetch('/api', {
method: 'POST',
headers: {
'Content-Type': 'application/json',
},
body: JSON.stringify({ message: input }),
});
if (!response.body) {
throw new Error('No response body');
}
const reader = response.body.getReader();
const decoder = new TextDecoder();
let aiResponse = '';
const aiMessage: Message = { text: '', isUser: false };
setMessages(prevMessages => [...prevMessages, aiMessage]);
while (true) {
const { done, value } = await reader.read();
if (done) {
break;
}
aiResponse += decoder.decode(value, { stream: true });
setMessages(prevMessages =>
prevMessages.map((msg, index) =>
index === prevMessages.length - 1
? { ...msg, text: aiResponse }
: msg
)
);
}
} catch (error) {
console.error('Error sending message:', error);
const errorMessage: Message = { text: 'Sorry, something went wrong.', isUser: false };
setMessages(prevMessages => [...prevMessages, errorMessage]);
} finally {
setIsLoading(false);
}
};
return (
<div className="flex flex-col h-screen bg-gray-100 font-sans">
<header className="bg-white shadow-md p-4">
<h1 className="text-3xl font-bold text-center text-gray-800">AI Coding Agent</h1>
</header>
<main className="flex-1 overflow-y-auto p-4">
<div className="max-w-3xl mx-auto">
{messages.map((message, index) => (
<div
key={index}
className={`flex my-4 ${message.isUser ? 'justify-end' : 'justify-start'}`}
>
<div
className={`p-4 rounded-lg shadow-md max-w-lg ${
message.isUser
? 'bg-blue-600 text-white'
: 'bg-white text-gray-800'
}`}
>
<p style={{ whiteSpace: 'pre-wrap' }}>{message.text}</p>
</div>
</div>
))}
{isLoading && (
<div className="flex justify-start my-4">
<div className="p-4 rounded-lg shadow-md bg-white text-gray-800">
<p>Jules is thinking...</p>
</div>
</div>
)}
</div>
</main>
<footer className="bg-white border-t border-gray-200 p-4">
<div className="max-w-3xl mx-auto">
<div className="flex items-center">
<input
type="text"
value={input}
onChange={(e) => setInput(e.target.value)}
onKeyPress={(e) => e.key === 'Enter' && handleSend()}
className="flex-1 p-3 border border-gray-300 rounded-l-lg focus:outline-none focus:ring-2 focus:ring-blue-500 transition"
placeholder="Ask me to code something..."
disabled={isLoading}
/>
<button
onClick={handleSend}
className="bg-blue-600 text-white px-6 py-3 rounded-r-lg hover:bg-blue-700 focus:outline-none focus:ring-2 focus:ring-blue-500 disabled:bg-gray-400 transition"
disabled={isLoading}
>
{isLoading ? 'Sending...' : 'Send'}
</button>
</div>
</div>
</footer>
</div>
);
}
export default App;

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After

Width:  |  Height:  |  Size: 4.0 KiB

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@tailwind base;
@tailwind components;
@tailwind utilities;

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import { StrictMode } from 'react'
import { createRoot } from 'react-dom/client'
import './index.css'
import App from './App.tsx'
createRoot(document.getElementById('root')!).render(
<StrictMode>
<App />
</StrictMode>,
)

1
packages/frontend/src/vite-env.d.ts vendored Normal file
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/// <reference types="vite/client" />

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/** @type {import('tailwindcss').Config} */
export default {
content: [
"./index.html",
"./src/**/*.{js,ts,jsx,tsx}",
],
theme: {
extend: {},
},
plugins: [],
}

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{
"compilerOptions": {
"tsBuildInfoFile": "./node_modules/.tmp/tsconfig.app.tsbuildinfo",
"target": "ES2022",
"useDefineForClassFields": true,
"lib": ["ES2022", "DOM", "DOM.Iterable"],
"module": "ESNext",
"skipLibCheck": true,
/* Bundler mode */
"moduleResolution": "bundler",
"allowImportingTsExtensions": true,
"verbatimModuleSyntax": true,
"moduleDetection": "force",
"noEmit": true,
"jsx": "react-jsx",
/* Linting */
"strict": true,
"noUnusedLocals": true,
"noUnusedParameters": true,
"erasableSyntaxOnly": true,
"noFallthroughCasesInSwitch": true,
"noUncheckedSideEffectImports": true
},
"include": ["src"]
}

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{
"files": [],
"references": [
{ "path": "./tsconfig.app.json" },
{ "path": "./tsconfig.node.json" }
]
}

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{
"compilerOptions": {
"tsBuildInfoFile": "./node_modules/.tmp/tsconfig.node.tsbuildinfo",
"target": "ES2023",
"lib": ["ES2023"],
"module": "ESNext",
"skipLibCheck": true,
/* Bundler mode */
"moduleResolution": "bundler",
"allowImportingTsExtensions": true,
"verbatimModuleSyntax": true,
"moduleDetection": "force",
"noEmit": true,
/* Linting */
"strict": true,
"noUnusedLocals": true,
"noUnusedParameters": true,
"erasableSyntaxOnly": true,
"noFallthroughCasesInSwitch": true,
"noUncheckedSideEffectImports": true
},
"include": ["vite.config.ts"]
}

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import { defineConfig } from 'vite'
import react from '@vitejs/plugin-react'
// https://vite.dev/config/
export default defineConfig({
plugins: [react()],
})