Course 16 · Lesson 2 of 12

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Prompting That Transfers Across Every Tool

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The single highest-leverage skill in this course: a prompt structure that works in Claude, ChatGPT, Gemini and Grok identically. Learn it once and you never relearn "how to prompt tool X".

The four-part prompt skeleton

  • 1Role — who the model should act as ("You are a careful financial analyst").
  • 2Task — the single concrete thing you want, with the output format.
  • 3Context — the facts, constraints, and examples it needs (the part people skip).
  • 4Iterate — react to the first draft instead of expecting perfection.
text
Role:    You are an experienced B2B copywriter for Indian SaaS.
Task:    Write 3 cold-email subject lines (max 7 words each) for the
         product below. Output as a numbered list, no preamble.
Context: Product = invoicing tool for freelancers. Audience = solo
         designers earning Rs.50k-1L/mo. Tone = direct, not salesy.
         Avoid the words "revolutionise" and "game-changer".

Notice there is nothing tool-specific here. Paste it into any chat tool and you get comparable results. The skill is structure and context, not magic words.

Context is the lever most people never pull

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Show, don't just tell

One or two examples of the output you want (a good past email, a sample row) moves quality more than any clever phrasing. This is "few-shot" prompting — it works on every model.

Iterate like an editor, not a gambler

  • Bad: re-run the same prompt hoping for luck.
  • Good: "The 2nd line is closest. Make all three that punchy and cut adjectives."
  • Good: "You assumed B2C — this is B2B. Redo with that constraint."
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Where tools differ slightly

Claude rewards long, structured context. Grok rewards asking for live info explicitly. Gemini rewards pointing it at a Doc. The skeleton stays the same; you just lean into each tool's strength (lessons 3–7).

Takeaway

Role · Task · Context · Iterate. Master this once and every tool gets better — context and examples do the heavy lifting.