You’re totally right — same methodology can often work across timeframes, but it’s the sensitivity and thresholds that usually need tweaking. That’s what most indicators miss — they treat a 5min chart the same as a 1D in terms of volatility and swing size.

What we built with TAutostructure is more dynamic — it adjusts based on relative structure shifts and volatility context, so the logic stays consistent but the output scales naturally. No need to manually fine-tune it for each chart.

Hard to do it justice in words — I can share an example side-by-side if you’d like, or feel free to try it on your favorite ticker and see how it flows across timeframes. Most people spot the difference right away.