🔍 StacksAnalizer

StacksAnalizer is an AI-powered wallet analyzer built on the Stacks blockchain. It helps Web3 projects and users detect organic vs. Sybil activity using on-chain data, and records proof of analysis immutably to the Stacks network.

🌐 Ecosystem & Web3 Integration

This dApp is proudly built for the Stacks and Bitcoin ecosystem. It utilizes the following Web3 technologies:

• Blockchain: Stacks (Secured by Bitcoin)
• Smart Contract Language: Clarity
• Web3 Integration: Stacks.js (@stacks/connect, @stacks/transactions)
• Wallet Support: Compatible with Stacks wallets like Leather and Xverse.
• Identity: Talent Protocol verified ecosystem project.

✨ Features

• Wallet Activity Score: Calculates user engagement and interaction scores based on on-chain footprints.
• Sybil Detection: Analyzes wallet behavior to flag potential Sybil attackers versus organic users.
• On-chain Activity Proof: Interacts with a custom Clarity smart contract to log analysis records directly on the Stacks blockchain.
• Mainnet Transaction Logging: Verifiable transaction history viewable on the Hiro Explorer.

🛠️ Tech Stack

Frontend

• Next.js (App Router)
• React 19
• Tailwind CSS
• Stacks.js (@stacks/connect, @stacks/transactions)

Backend / Smart Contracts

• Clarity (Smart Contract Language for Stacks)
• Clarinet (Local development, testing, and deployment environment)
• Vitest (For smart contract unit testing)

📂 Project Structure

• /app - Next.js frontend application (React components, UI, and Stacks wallet integration).
• /backend/contracts - Contains the Clarity smart contracts (stacks-analizer.clar).
• /backend/tests - Vitest test files for validating Clarity smart contract logic.

🚀 Getting Started

Prerequisites

• Node.js (v18+)
• npm, yarn, or pnpm
• Clarinet (for local smart contract development)
• A Stacks-compatible wallet (Leather or Xverse)

1. Running the Frontend

Clone the repository and install the dependencies:

npm install
# or
yarn install

Start the development server:

npm run dev
# or
yarn dev

Open http://localhost:3000 with your browser to see the result.

2. Running Smart Contract Tests (Clarinet)

To test the Clarity smart contracts, navigate to the backend directory:

cd backend
npm install
npm run test

To check contract syntax using Clarinet:

clarinet check

📜 Smart Contract Overview

The core logic resides in stacks-analizer.clar. It maps user principals to their analysis stats and provides a public function (analyze (tag (string-ascii 64))) that increments the user's analysis count and prints an event to the Stacks blockchain containing the block height and wallet address.

🤝 Contributing

Contributions, issues, and feature requests are welcome! Feel free to check the issues page.

📄 License

This project is licensed under the MIT License.

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