cognitive-biases

Explicitly ask the assistant to run your reasoning through the cognitive-biases lens. It returns a structured breakdown of facts, assumptions, identified biases, confidence level, alternative explanations, and countermeasures if a bias is found.

Submit the product idea for bias-lens evaluation. The analysis gates on whether the approach is appropriate, explains user benefit rather than business metrics, assesses manipulation risk, and always provides a bias-free alternative.

No, it activates only on explicit owner request, such as asking to check for biases. Mentioning the word bias in conversation does not trigger it, and it does not replace independent review gates.

The lens never recommends dark patterns like fake scarcity, hidden subscriptions, or deceptive social proof. If an idea fails the appropriateness gate, the analysis stops early and only delivers a bias-free alternative.

It produces a fixed structure: facts, assumptions and interpretations, bias assessment with justification, confidence level with reasoning, alternative explanations, and countermeasures only when a bias is actually present.