Professional trading firms have used algorithmic analysis for decades. Now, individual traders can build AI agents that do the same thing — scanning markets, identifying setups, and generating actionable signals 24/7.
You don't need to code. You don't need a data science degree. You need the right framework and prompts.
The AI Trading Agent Framework
An AI trading agent has 4 components:
- Market Scanner: Continuously monitors your watchlist for setups
- Signal Generator: Identifies specific entry/exit opportunities
- Risk Calculator: Determines position size and stop loss
- Alert System: Notifies you when criteria are met
Building Your First Agent
Start with a simple market scanner. Here's a prompt framework:
You are a professional futures trader. Scan these markets: ES, CL, GC, BTC. For each: 1) Identify trend direction (EMA 20/50), 2) Find key support/resistance, 3) Check volume vs average, 4) Identify any patterns. Only report setups with 2:1+ potential R:R.
Markets You Can Trade
This framework works for:
- Futures: E-mini S&P, Crude Oil, Gold, Nasdaq
- Options: SPY, QQQ, single-name equities
- Crypto: Bitcoin, Ethereum, altcoins
- Forex: EUR/USD, GBP/USD, USD/JPY
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