io.github.urbanmorph/irrational

Act as an adversarial bias-audit assistant and review my decision to prioritize feature A over feature B. Using confirmation bias, anchoring, sunk cost, and groupthink, identify flaws in my reasoning and provide a checklist of questions I should validate.

A decision-audit report grouped by bias type, with risks, counterarguments, and validation questions.

Audit my interview conclusion about a candidate: I think they are a great fit because communication was smooth and my first impression was positive. Check for halo effect, similarity bias, overconfidence, or recency bias, and suggest more objective evaluation criteria.

A review highlighting possible interview biases and adding structured evaluation criteria.

Run a bias audit on my current research conclusion: I believe the experiment results are sufficient to support the hypothesis. Challenge it from selective sampling, survivorship bias, outcome bias, and motivated reasoning, and list the additional data and evidence I should examine.

A counter-review checklist for research reasoning that reveals weak evidence and biased inference.