Cycle Stage Identification

Cycle Stage Identification determines the current structural phase of the crypto market cycle. It integrates liquidity expansion, dominance shifts, leverage positioning, and macro conditions. The model distinguishes accumulation, expansion, distribution, and contraction stages. Historical cycle analogs are used for probabilistic alignment, not deterministic prediction. Volatility regime shifts are incorporated into phase validation. The objective is to contextualize market behavior within a structured, long-horizon cycle framework.