⚠ Educational / research demo — not financial advice. Leverage can wipe out your entire margin (and trigger liabilities beyond it) on a small adverse move. These setups are a mechanical translation of a probabilistic forecast into trade structure; the model is crypto-pretrained and frequently wrong. Treat every level as a hypothesis to stress-test, never a recommendation. Size so a full stop-out is a loss you can absorb.