I

Instruction

Core Questions

  • ?What ordered steps should the AI follow?
  • ?Are there decision points or conditional branches?
  • ?What should be done first, and what depends on prior steps?
  • ?Are there any steps the AI should explicitly avoid?

Micro-Template

Follow these steps: 1. [First step]. 2. [Second step]. 3. [Third step]. If [condition], then [alternative].

Anti-Patterns

Error Correction
No step sequence provided Number your steps to create an explicit sequence the model can follow.
Steps that are too vague Each step should be specific enough that the model knows when it is complete.
Missing conditional logic If outcomes can vary, provide if/then branches for the most likely scenarios.
Contradictory instructions Review steps for internal consistency before submitting the prompt.
Overly rigid sequence for creative tasks For ideation tasks, provide guidelines rather than strict step-by-step procedures.

Self-Check

  • Could someone else follow these steps and reach a similar output?
  • Does each step have a clear completion criterion?
  • Are the steps in the right logical order with dependencies respected?

Interaction Note

Instruction is the procedural backbone. It operationalizes the Tool and delivers the Object. Well-crafted Instructions reduce hallucination by giving the model a clear path. They also make outputs reproducible.

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V — Variables