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Choice architecture audit

Skill walterkken/nobel-process-skills/choice-architecture-audit

Run a Thaler-inspired choice architecture audit for products, policies, forms, onboarding, pricing, defaults, incentives, and user workflows. Use when Codex is asked to reduce friction, improve decisions, design ethical nudges, identify sludge, or create an intervention plan without removing user choice.From its SKILL.md

Install
npx -y skills add walterkken/nobel-process-skills --skill choice-architecture-audit

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

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SKILL.md

1.5 KB, 251 tokens by cl100k_base, as published. Nobody here has run it

Choice Architecture Audit

Overview

Use this skill to inspect how choices are presented and redesign the environment so users can make better decisions with less friction. Keep nudges transparent, reversible, and aligned with user welfare.

Workflow

  1. Map the decision journey: user, goal, options, default, timing, required effort, feedback, and consequences.
  2. Identify friction and sludge: unnecessary steps, confusing labels, hidden costs, bad defaults, and delayed feedback.
  3. Identify behavioral risks: inertia, present bias, loss aversion, social proof, overload, scarcity, and framing.
  4. Redesign choice architecture: defaults, ordering, simplification, reminders, feedback, opt-out paths, and error recovery.
  5. Check ethics: preserve choice, disclose material effects, avoid manipulation, and protect vulnerable users.
  6. Define measurement: target behavior, guardrail metrics, A/B test or before/after comparison, review date.
  7. Produce an intervention plan.

Output

Return:

  • current choice map
  • friction/sludge findings
  • proposed nudges
  • ethical risk review
  • measurement plan
  • rollout steps

Resources

  • references/process-checklist.md
  • references/source-notes.md

What ships with it: 3 files

1.1 KB alongside SKILL.md

agents/

references/

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