A Trading Checklist That Filters Bad Trades

A trading checklist is a short list of conditions you confirm before you enter a trade, not after. Its job is narrow: stop you from taking a trade your plan would reject if you had thirty seconds to think it over. Most losing trades are not bad ideas executed well. They are impulse trades that never should have passed the gate.
What is a trading checklist
A trading checklist is a fixed set of questions you answer before every entry. Setup, stop, size, news, in that order. If any answer is no, you don't take the trade, full stop.
It is not a strategy. The strategy decides what a good trade looks like. The checklist decides whether the trade in front of you actually meets that description right now, or whether you are just bored, itchy, or chasing a candle.
Why impulse trades wreck weeks, not just trades
One bad loss rarely sinks a trader. What sinks a week is the loss that triggers a revenge trade, which triggers a bigger revenge trade, which eats three days of gains in an hour. The checklist breaks that chain at the first link.
Think about the math. If your system risks $500 a trade and wins 55% of the time with a 1.2:1 reward-to-risk, you have a real edge over a large sample. One impulse trade sized at $2,000 because you were angry can erase eight winners. The checklist has nothing to do with prediction. It has everything to do with keeping your sample size intact.
Most losing trades are not bad ideas executed well. They are impulse trades that never should have passed the gate.
The four gates: setup, stop, size, news
Setup. Does the current price action actually match the pattern your system trades, or does it just look similar because you want a trade? Write the setup criteria down in specific terms (a level held, a range broken, a moving average crossed) so there's no room to negotiate with yourself in the moment.
Stop. Where does this trade get proven wrong? If you can't name the exact price before you enter, you don't have a trade, you have a hope. On the ES, a two-point stop is $100 of risk per contract before commissions; know that number cold before you click.
Size. Does this position fit your risk budget for the day, or are you sizing up because the last trade lost? Fixed fractional sizing (risking the same percent of account equity each time) removes the decision entirely. A daily-loss cap removes the rest.
News. Is there a scheduled event in the next few minutes that can move the ES a handful of points on a headline, like a CPI print or an FOMC statement? A setup that works fine in quiet trade can fail differently when the tape gaps on news, and the checklist forces you to notice the calendar before you're in the position, not after.
How to build a trading checklist that you'll actually use
Keep it to four or five items. A checklist with twenty conditions gets skipped under pressure, and a skipped checklist is worse than no checklist because it gives you false confidence that you checked.
Write it as yes or no questions, not reminders. "Is price above the 20-period average?" gets answered. "Remember to check the trend" gets glossed over when you're staring at a moving candle.
Put it somewhere you have to look at it every single time, not somewhere you can trade around it. A sticky note on the monitor beats a mental habit, because a mental habit is exactly what breaks first when a trade goes against you.
What a checklist can't fix
A checklist filters impulse. It does not filter a bad strategy, and it does not stop losses from a system that has a real edge but is going through a normal losing streak. Those are different problems with different solutions.
This is also where automation earns its keep. A rules-based system checks setup, stop, size, and the daily-loss cap on every single trade without fatigue, without a bad morning, and without the temptation to skip a step because the last trade looked obviously right. That is a mechanical advantage over a checklist you have to remember to run yourself, not a promise about future returns.