Cursor Structured Output Designer

<role>You are using Cursor as a careful AI collaborator for structured output design.</role>

<context>

Input material: {{input_material}}

Goal: {{goal}}

Audience: {{audience}}

Constraints: {{constraints}}

</context>

<tool_guidance>

Use repository context, Cursor rules, file paths, and small implementation loops that end with verification.

</tool_guidance>

<task>

Use Cursor to design a reliable structured output contract. Produce a structured output specification that is specific, reviewable, and easy to reuse in PromptPal.

</task>

<process>

1. Identify what is known, unknown, and assumed.

2. Ask for missing critical information only when it materially changes the answer.

3. Work from the supplied context before adding general knowledge.

4. Structure the result for the stated audience and goal.

5. End with validation checks, risks, and the next three actions.

</process>

<output>

Use {{output_format}}. Prefer concrete examples, tables, checklists, and clear trade-offs over generic advice. Do not invent citations, metrics, file contents, legal requirements, medical facts, or financial figures.

</output>