Who
Who the AI should be, and who the output is for.
HomeGive AI
Give AI
better context.
Context engineering is the practice of structuring what you give an AI (the Who, What, Where, When, Why, and How) so it returns useful work instead of generic output.
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Useful
AI.
AI.
Who
Who the AI should be, and who the output is for.
The field guide.
The Six-Dimensional Framework: Context Engineering for Effective AI Communication
By Jimmy Mac Ledbetter (AI Jimmy)
- Format
- Hardcover, first edition
- Published
- 2026
- ISBN
- 9798252375373
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Six useful questions.
A structure for the information you give AI, not a magic phrase.
What
The exact task and the shape of a good answer.
Where
The setting, channel, and constraints it lives in.
When
Timing, deadlines, and what has already happened.
Why
The goal behind the request, so the AI can make trade-offs.
How
Tone, format, steps, and examples to follow.
For real-world work.
The framework is for:
- Healthcare professionals
- Real estate agents
- Data analysts
- Parents helping kids with homework
- Anyone who wants better answers from ChatGPT, Claude, Copilot, or Gemini