M

Motivation

Core Questions

  • ? Why is this task being performed now?
  • ? What role should the AI assume?
  • ? What background context is essential?
  • ? What problem does solving this task address?

Micro-Template

As a [role], I need to [action] because [reason/context].

Anti-Patterns

Error Correction
No role specified Always define who the AI should act as to anchor tone and expertise level.
Missing purpose statement State why the output matters and what decision it supports.
Vague context Provide the specific situation, audience, or constraints driving the request.
Starting with the deliverable instead of the why Lead with motivation before specifying what you want produced.
Assuming the model knows your organizational context Explicitly state relevant organizational norms, standards, or history.

Self-Check

  • Can a colleague understand why this task matters from the prompt alone?
  • Is the role specific enough to guide tone and depth?
  • Would changing the motivation change what a good output looks like?

Interaction Note

Motivation anchors every other component. Without a clear M, the Object lacks purpose, Instructions lack direction, and Evaluation has no success benchmark. Revisit M whenever you feel the output drifts.

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O — Object