Professional decision kits

Use cognitive bias research inside real work.

These packs are built around recurring professional decisions, not around memorising bias names. Each one combines a few relevant lenses, a short workflow and an AI prompt that challenges the frame instead of decorating the conclusion.

Current packs

Reusable reviews for decisions that repeat.

Professional lens packHiring & Interview Decision Lens Pack

A structured review for candidate screening, interviews, debriefs and final hiring decisions.

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Professional lens packNegotiation Decision Lens Pack

A practical review for offers, pricing, scope, salary and vendor negotiations.

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Professional lens packLeadership & Performance Review Lens Pack

A review for feedback, promotions, performance ratings and people decisions.

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From free reference to applied product

The public library is the core. Domain packs are the product layer.

A company can adapt the same structure to claims, procurement, product discovery, incident review, consulting, investment committees or other repeated decisions. A useful custom pack defines the decision, evidence signals, failure modes, review questions, AI instructions and an audit trail.

Partnership ideas Use the dataset