🤖 Priced In

An autonomous AI-powered stock trading agent that executes trades on GitHub Actions, built with OpenAI’s Agents framework.

💰 Portfolio value: $1,218.85** (200.24% CAGR)

📊 Holdings

Asset	Shares	Value
Cash	-	$0.23
NVDA	4.82	$868.42
GOOGL	1	$211.64
XLI	0.10599999999999998	$16.26
XLP	0.09999999999999987	$8.03
XLY	0.488	$114.27

📈 Recent trades

August 27, 2025 at 12:19:37 AM: BUY 0.138 XLY @ $233.7/share ($32.25)
August 26, 2025 at 12:08:30 PM: SELL 0.139 XLY @ $232.63/share ($32.34)
August 26, 2025 at 12:18:05 AM: BUY 0.137 XLY @ $232.63/share ($31.87)
August 26, 2025 at 12:17:48 AM: SELL 0.39 XLP @ $81.06/share ($31.61)
August 25, 2025 at 12:19:34 AM: BUY 0.14 XLY @ $233.1/share ($32.63)
August 25, 2025 at 12:19:17 AM: SELL 0.4 XLP @ $82.47/share ($32.99)
August 20, 2025 at 12:18:41 AM: BUY 0.319 XLP @ $82.75/share ($26.40)
August 20, 2025 at 12:18:13 AM: SELL 0.101 XLK @ $261.62/share ($26.42)
August 19, 2025 at 12:18:57 AM: BUY 0.064 XLK @ $266.27/share ($17.04)
August 19, 2025 at 12:18:36 AM: SELL 0.2 XLP @ $81.91/share ($16.38)

🛠️ Installation

Clone the repository:

git clone https://github.com/AnandChowdhary/priced-in.git
cd priced-in

Install dependencies:

npm install

Set up your OpenAI API key:

export OPENAI_API_KEY="your-api-key-here"

🏃‍♂️ Running the agent

The agent’s portfolio is stored in portfolio.json:

{
  "cash": 95.44,
  "holdings": {
    "AAPL": 4,
    "CLNE": 56
  },
  "history": [
    {
      "date": "2025-06-21T12:43:07.141Z",
      "type": "buy",
      "ticker": "AAPL",
      "shares": 4,
      "price": 201.5,
      "total": 806
    }
  ]
}

cash: Available cash balance for trading
holdings: Current stock positions (ticker: number of shares)
history: Complete record of all trades

Local execution

Run the trading agent manually:

npm start

This will execute one trading session where the agent will:

Check the current portfolio
Analyze market conditions
Make trading decisions
Update the portfolio

Automated execution via GitHub Actions

The agent is configured to run automatically every hour via GitHub Actions. To enable this:

Fork this repository
Go to Settings → Secrets and variables → Actions
Add a new repository secret named OPENAI_API_KEY with your OpenAI API key
The agent will now run automatically every hour

You can also trigger a manual run from the Actions tab in your GitHub repository.

⚠️ Disclaimer

This is an experimental AI trading agent for educational purposes. Real trading involves significant risk. Never invest money you cannot afford to lose.