Select agent mode: [1] Thinking-Acting-Observing [2] REA Loop [3] Plan-and-Execute [4] Hierarchical [5] Reflexive [6] Memory-Augmented [7] Toolformer → Based on the selected mode, apply the correct prompt structure.