What are tripwires in the context of this skill?

Tripwires are predefined conditions or dates that signal it is time to reassess a decision, preventing 'autopilot' behavior on a failing path.

When should I invoke the wrap skill in Claude Code?

Use it for major decisions, architectural choices, or whenever you feel stuck between only two options (narrow framing).

What is the WRAP decision framework?

WRAP is a four-step process—Widen options, Reality-test assumptions, Attain distance, and Prepare to be wrong—designed to counter the 'four villains' of decision-making.

How does the 'Reality-Test' phase work?

It forces you to look for evidence that contradicts your initial assumptions and suggests small experiments (ooching) to gather real-world data before committing.

Does this skill help with emotional decision-making?

Yes, the 'Attain Distance' phase uses techniques like 10/10/10 and the 'best friend' perspective to shift focus away from short-term emotions.

WRAP Decision Framework

Name: WRAP Decision Framework
Author: neurofoo

byneurofoo

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生产力与工作流

Applies a structured decision-making methodology to counter cognitive biases and improve project outcomes.

The WRAP Decision Framework skill implements the proven methodology from Chip and Dan Heath's 'Decisive' to help users navigate complex choices without falling victim to common psychological traps. By guiding the user through four sequential phases—Widening options, Reality-testing assumptions, Attaining emotional distance, and Preparing for failure—the skill ensures that architectural choices, project pivots, and strategic decisions are evaluated objectively. It is an essential tool for developers and project leads who need to move beyond 'whether or not' framing and mitigate the risks of overconfidence and confirmation bias.

主要功能

01Risk mitigation through pre-mortems and automated tripwires

02Systematic bias neutralization targeting narrow framing and confirmation bias

03Interactive option-finding techniques like the vanishing options test

04Evidence-based reality testing and 'ooching' (small-scale experimentation)

05Emotional distancing tools including the 10/10/10 perspective

0635 GitHub stars

使用场景

01Resolving high-stakes project management dilemmas or team workflow changes

02Evaluating complex software architecture trade-offs or tech stack migrations

03Deciding on product roadmap priorities when faced with competing features

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add neurofoo/agent-skills wrap

For use in Claude.ai and ChatGPT

Download Skill