psychology-redteam

A psychology audit evaluates product surfaces like onboarding and pick flow against user-psychology research to identify cognitive load and autonomy tensions. It generates a rubric, surface-by-surface verdicts, and a ranked intervention plan.

Adversarial red-team risk analysis for UX friction systematically examines user-facing surfaces to verify alignment with the core product experience. It surfaces decision load and autonomy issues before pre-launch or post-change surfaces ship.

Yes, you can generate a formal report with time-cost estimates for product research heuristics. The audit produces distribution-gap analysis, time-cost estimates, and a prioritized intervention plan saved to a markdown file for leadership review.

Yes, the psychology red-team audit works for both pre-launch and post-change surfaces. It evaluates onboarding, pick flow, in-product loop, and share experiences to ensure the product consistently delivers the promised outcome.

You prioritize interventions by using the ranked intervention plan generated by the audit. It evaluates surfaces against user psychology foundations, producing a formal report with actionable next steps and distribution-channel considerations.

The limitations of using heuristics for user psychology auditing include the need for structured, rubric-based evaluation to avoid missing decision load issues. It focuses on pre-launch and post-change surfaces rather than live user testing data.