After learning the framework, here are the most common mistakes — and how to avoid them.

Pitfall 1: Analysis Paralysis Symptom: So much data that you can't make decisions. Solution: Simplify to the core dashboard. If baskets conflict, default to 'unclear' and reduce position size.

Pitfall 2: Fighting the Regime Symptom: Holding conviction despite regime signals disagreeing. Solution: The regime doesn't care about your view. Align with the regime or accept you're speculating.

Pitfall 3: Recency Bias Symptom: Assuming the current regime will continue forever. Solution: Study historical regime transitions. They're more common than you think.

Pitfall 4: Complexity Creep Symptom: Adding more and more indicators, losing clarity. Solution: Every indicator must earn its place. If it doesn't provide actionable insight, remove it.

Pitfall 5: Narrative Trading Symptom: Trading based on stories ('inflation is dead', 'AI revolution') instead of data. Solution: Check every narrative against the framework. Narratives are often wrong or late.

Pitfall 6: Ignoring Position Sizing Symptom: Good ideas, wrong size, blown account. Solution: Risk management is not optional. Size for uncertainty.

Pitfall 7: Failure to Adapt Symptom: Framework becomes dogma, missing when it fails. Solution: The framework is a tool, not a religion. When it fails, ask why.