Prompt Architecture · Published 2026-10-22
The RTCEF Anatomy: Turning Fuzzy Instructions into Deterministic Prompts
A practical framework for role, task, context, examples, and format.
By AURE Editorial Team
The five prompt components
Role sets perspective, task defines the objective, context supplies relevant facts, examples reduce ambiguity, and format makes the result easier to use.
Use the framework selectively
Not every request needs every component. Add the parts that change the quality or reviewability of the answer.
Turn the idea into a structured prompt
Use AURE to draft a clearer prompt, then review it before sending it to your target AI tool.
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