ConeheadAI · leftover lesson

SNK3-202 · Curriculum How-to

Give it a role AND an audience

L0–L1 · Curious–Hands On (bootstrap — system rebalances) · ~3m

Look for this insight

Naming who the model is and who the output is for changes vocabulary, depth, and tone more than any other single instruction.

Lesson hook

Explain X' gets you a generic answer. 'You are a benefits specialist explaining X to a new hire on their first day' gets you the right one. Role sets expertise; audience sets vocabulary and depth. Two clauses, most of the payoff.

Do this now

Open any chat tool. Ask the same question twice: first 'Explain 401k matching', then 'You are a benefits specialist. Explain 401k matching to a 22-year-old first-job hire in 4 sentences.' You're done when you can name one concrete difference the role and audience made.

Completion check: names_one_difference_role_made

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