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.

Full methodology documentation is coming in v1.6. In the meantime, explore the public patterns library for the framework in action.