You don't have to double your position to have added to a winning trade.

Try adding 20% to see how it feels.

For best results, you'll have to backtest in a simulator to determine the best location and position size for adding to your winners.

If you believe, like I do, that most markets don't trend and that trends persist, this might be a good tactic for you to look at.