Persona
Who the model is - role, voice, expertise.
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Environment
The context the model is operating in.
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Knowledge
Reference facts or domain knowledge to ground responses in.
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Task
What the model should actually do.
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Approach
How to go about the task - method, reasoning style.
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Constraint
Rules and limits the output must respect.
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Structure
Required output format or layout.
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Eval
Self-check or quality criteria for the model to apply.
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Negative
What to explicitly avoid doing.
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Chain
Follow-on steps or handoff instructions.
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