Falsifiable. Magnitude-weighted. Composite-validated.

Every Contra pattern has a named trigger, an explicit falsification condition, a magnitude (M1 / M2 / M3), and a horizon (short / medium / long). Patterns are only counted when their composite context clears — a single bearish signal never overrides a dominant bullish composite.

A deeper methodology write-up is on the way. In the meantime, the IPO Desk shows the discipline in action — dated facts and base rates, never hype.