Test an angle against audience priors and existing IP
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.
In / outCandidate angle + audience profile + prior IP corpus → belief-shift assessment, overlap flags, recommendation
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 assumes, where the angle is merely confirming vs. genuinely shifting belief, and whether it overlaps or conflicts with the author's prior published positions. Used to choose between competing framings before committing to one premise.
Trigger: Use when choosing between competing framings before committing to one premise, especially when overlap with prior work is a risk.
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