How is the primary bias chosen?
Primary bias combines higher-timeframe structure, current location, visible strategy evidence and risk-reward. If evidence conflicts or the chart is incomplete, the system should lower confidence or stay neutral rather than force a direction.
What is the opposing scenario for?
It turns invalidation into observable events: confirmed loss of demand, reclaim of supply or a structural shift. This shows when to stop defending the original view and wait for a new trigger.