Turn Learning Framework: Classify Board Texture Before Sizing

Short Answer

Classify the turn texture first. The same pair often requires very different actions after different turn cards.

Five-step read

Check top-card change, draw completion, nut-completion support, continuation consistency, and river continuation risk before selecting a sizing.

Texture buckets

Dry low cards often support larger value bets and delayed probes. Draw-heavy turns increase blocker and defense needs. High-card turns often make bluff-catching harder and increase continuation fold requirements.

Action template

1. If the turn heavily favors opponent range, lower bluff frequency and size.
2. If equity realization improves for your value classes, keep value density and sizing higher.
3. If villain draw completion rises, prioritize protection and controlled betting.

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