AI Trading Agent for Breakout Trading

Breakouts require watching levels across a watchlist and acting the instant a level gives way, plus filtering false breaks. No human can sit and watch 30 levels on 20 charts. An agent monitors every level on every bar and enters when the breakout confirms. It reacts faster than a human and never misses a move because it looked away. The filtering logic in the Pine Script handles the false break problem by requiring a period of consolidation before the breakout, a minimum move beyond the level, or a volume confirmation.

I built a breakout strategy for ES futures using Pineify. The logic: detect the 20-period high and low on the 5-minute chart. Enter long when price breaks above the 20-period high with a volume spike above the 20-period average volume. Exit when price closes below the 10-period EMA. I described this to Pineify and the Pine Script compiled on the second try after I clarified the volume lookback period. The optimizer tested 160 combinations of breakout lookback and volume threshold. The best parameters: 14-period lookback, 1.5x volume threshold, and a 6-tick stop. The strategy produced 120 trades across two months of ES data with a 62% win rate. The sobering finding was that the win rate dropped to 48% on news days, so I added a filter that skipped the first 30 minutes after major economic releases.