This is simpler than Lyra but incorporates the actual research-backed techniques: ∙ Clarifying questions (ICLR 2025)
∙ Constraint specification (all major guides)
∙ Output format control (Anthropic, OpenAI)
∙ Iterative refinement (feedback loop)

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