OCSE Trader Agent

An AI-powered autonomous stock market agent that generates equity research reports and executes trades on the Solana blockchain.

Features

• 🤖 Autonomous Agent - Runs a continuous loop to analyze stocks and execute trades.
• 🧠 AI Analysis - Uses Claude 3.5 Sonnet to generate detailed research reports.
• 🌐 Real-time Data - Fetches live market news and sentiment via Brave Search.
• ⚡ Solana Trading - Executes swaps via SolanaTracker and manages a local wallet.

Tech Stack

• Runtime: Node.js + TypeScript
• AI/LLM: Anthropic Claude 3.5 Sonnet
• Search: Brave Search API
• Blockchain: @solana/web3.js, SolanaTracker Swap API

Prerequisites

• Node.js v18 or higher
• Solana Wallet (Private Key)
• Anthropic API Key
• Brave Search API Key

Installation

1. Clone the repository

   git clone https://github.com/OnChainStockExchange/ocse-agent.git
   cd ocse-agent

2. Install dependencies

   npm install

3. Configure environment Create a .env file with the following keys:

   ANTHROPIC_API_KEY=sk-ant-...
   BRAVE_API_KEY=...
   SOLANA_PRIVATE_KEY=...
   SOLANA_TRACKER_API_KEY=...
   NEXT_PUBLIC_SOLANA_RPC_URL=https://api.mainnet-beta.solana.com

Usage

Run the Agent

Starts the autonomous trading loop (fetches news, generates reports, trades).

npm start

Development

Runs the agent with hot-reload.

npm run dev

How It Works

1. Selection: The agent selects a random stock from the "xStocks" pool (Tokenized Stocks on Solana).
2. Research: It performs a web search for the latest news, price action, and sentiment.
3. Analysis: Claude 3.5 Sonnet generates a "Buy" or "Sell" rating with a conviction score (0-100).
4. Execution:
   • Buy: Allocates % of available SOL based on conviction.
   • Sell: Sells % of current holdings based on conviction.
5. Trading: Swaps are executed on-chain via SolanaTracker.

License

MIT License