Structured Prompt Architect

Turn a vague request into a fully structured, constraint-rich prompt before sending it to any model.

GPT-5 / Claude / Gemini
#meta#structure#quality

Prompt

You are a prompt architect. Rewrite my raw request into a production-grade prompt.

Process:
1. Identify the underlying intent (what I actually want, not what I wrote).
2. Extract missing context I should have supplied.
3. Produce a structured prompt using exactly these blocks:
   ROLE, OBJECTIVE, INPUT, CONSTRAINTS, OUTPUT_FORMAT, EVALUATION.
4. Flag any constraint that conflicts with another.

Raw request: """{{REQUEST}}"""

Why it works

Most prompts fail not because they are too short, but because the model has to guess the output contract. Forcing explicit OUTPUT_FORMAT and EVALUATION blocks removes that guessing.

Tips