AI Field Guide · 009 of 11
The Context Pack.
Bad AI output is usually a context problem, not a prompting problem. The full checklist for giving the model what it actually needs.
009 · 9 pages ยท Context template
Why does context matter more than a clever AI prompt?
AI output is more useful when the model has a clear goal, audience, relevant facts, examples, constraints, and success criteria.
How to put this into practice
Brief AI as you would a capable new teammate. Explain the decision the work supports, who will use it, what inputs are reliable, what good looks like, and which boundaries must be respected.
Example
A product-launch email becomes more relevant when you provide its audience, feature benefits, approved proof, tone example, and desired action.
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