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Prompt Chaining Architectures

Any modelFundamentals From a course

Experts rarely use one mega-prompt.

The prompt

STEP 1 (extract): From the customer interview below, extract pains, desired outcomes, and objections as JSON: {"pains":[],"outcomes":[],"objections":[]}.

STEP 2 (generate): Using only that JSON, write 3 landing-page headlines that lead with the top pain.

STEP 3 (verify): Score each headline 1-5 on specificity and pain-relevance; output the winner only.

Interview: [PASTE]

What to replace

Swap these placeholders for your own details before running the prompt:

  • [PASTE]your own value

Pro tip: One job per step. The moment a prompt does two unrelated things, split it — reliability jumps immediately.

How to use this prompt

  1. Copy the prompt using the button above.
  2. Replace [PASTE] with your own details — the more specific you are, the better the output.
  3. Paste it into Any model and run it.
  4. If the answer feels generic, add constraints: audience, length, tone, and what to avoid. That single change fixes most weak output.

Learn the technique

Prompt Chaining Architectures

Module 5 — Expert: Prompt Systems · Prompt Engineering Fundamentals

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