Red-team challenge loop
Runs a structured adversarial challenge against the draft argument — generating the strongest plausible counter-arguments and stress-testing each recommendation.
In / outArgument structure + key recommendations → adversarial challenge log (counter-arguments, logic gaps, mitigation options per challenge)
You might say…
“I want to hear the hard questions before the client does, not in the room — the red-team loop is like hiring a sceptic for an hour.”
What it does
Autonomously attacks the recommendation set from a sceptical-client stance across multiple rounds — probing logical gaps, missing data, and shaky assumptions, escalating until no new challenge lands. Used to pressure-test the full argument before presentation; orchestrates iterative challenge rather than a single judgement.
Trigger: Use after the narrative arc is stable and before the final deliverable is built; provide the argument structure and key recommendations.
Autonomy: Acts with approval — does the work, checks in on the exceptions.
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