Humans & AI

Prompt Architect

Build professional prompts: goal, constraints, format, critique loop, and refuse line.

Prompt Architect

Operator skill

Weak prompts: “Write about phone bans.” Strong prompts: goal, constraints, format, critique loop, refuse line. Build one that a professional would actually run.

Mission

Brief a research summary that a teacher can trust

You need a 200-word briefing on whether school phone-ban policies affect test scores. It will be used in a faculty meeting — accuracy matters more than polish.

1. Goal (what success looks like)

Name the decision the output should support — not just “write about phones.”

2. Constraints (scope, audience, hard rules)

Constraints prevent confident nonsense. Include what to exclude.

3. Output format (structure the answer)

Format is how you force checkable structure.

4. Critique loop (how the model should self-check)

Pros ask for failure modes, not just more words.

5. Refuse line (when to stop / escalate to a human)

Every serious prompt needs a stop condition.

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