Draft the target-learner persona
Packaged know-how that tells an agent how to do a job well.
You might say…
“I keep saying 'busy professionals who want to level up' and wondering why my offer copy lands flat.”
What it does
Generates a concrete learner persona — role, experience level, dominant frustration, prior attempts, and success in their own words — from raw inputs the educator provides.
Trigger: Use when you have only a vague sense of who your product is for and need a specific, usable persona before designing anything else.
I/O: Educator's rough audience description, any existing audience notes → Structured learner persona doc (role, experience level, frustration, prior attempts, success definition)
Recognise the problem?
The primitives are the commodity part. The fastest next step is a conversation about composing them into something that works for you.
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