1)Should one vary position size based on confidence of market direction.
Short answer is a resounding "No". Short unsophisticated answer is : Suppose you feel confident that the market is bullish but got stopped out of your long position due to bad entry for 1% of equity, so you double up for the next long entry. You get stopped out again and your loss is now 3% of equity. Do you double down again?
A series of losses WILL happen, you just don't know when and this could cause a major dent in your account, but that's a small problem. The bigger problem I find is how those escalating losses affect your trading psychology and performance in the subsequent trades (usually negative impact).
That's why you have a daily stop limit to manage your risk. I'm not suggesting to double down to infinity. I'm not even suggesting to double down, but varying bet size based on estimated probability/confidence in the trade.
Further, you're assuming every entry has the same probability of success, yes? I believe that's not the case.
2)Should I add to winning positions
I have never successfully back-tested or live traded a strategy where adding to winning position was positive in the long run. I could write a short book on why this is a bad idea but I'd rather you back-test or forward test this to convince yourself.
With all this being, there are going to be trading situations and instruments where 1) and 2) will make sense but I have yet to come across a situation where this makes sense.
I suspect you don't keep a trading journal or if you do, it might not be detailed enough.
Hope this helps.
Did you see the basic example I posted here?
Position sizing and adding to winners.
Theoretically, all in/all out will always be more profitable assuming you're actually buying the low and selling the high and can predict that outcome accurately in advance.
The idea of adding to winners, at least the way I see it, is that you increase your size as you're getting further confirmation that your anticipated scenario is taking place.
Of course - not all trades are suited for this. Ideally, you'd need a strong move for this.
If you're scalping for ticks - it's probably not suitable.

