Test an angle against audience priors and existing IP
Packaged know-how that tells an agent how to do a job well.
You might say…
“I used to pick angles that felt fresh to me — this showed me which ones would actually feel fresh to the people reading it.”
What it does
Pressure-tests a candidate angle by surfacing what the target audience already believes and whether the angle confirms, shifts, or contradicts the author's prior published positions.
Trigger: Use when choosing between competing framings before committing to one premise, especially when overlap with prior work is a risk.
I/O: Candidate angle + audience profile + prior IP corpus → belief-shift assessment, overlap flags, recommendation
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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