Does using this skill mean I should reverse my decision?

Not necessarily. It is a tool for thinking and stress-testing; its purpose is to ensure the final decision is robust enough to survive the strongest possible criticisms.

How does this differ from a standard risk assessment?

While a risk assessment lists individual problems, Decision Detraction weaves those risks into a coherent narrative that explains why the decision might be wrong as a whole.

Does this skill invent new risks for my project?

No, it specifically avoids manufacturing concerns. Instead, it uses evidence already gathered in your decision artifact—such as pre-mortems and low-confidence assumptions—to build a compelling counter-perspective.

When is the best time to use the Decision Detraction skill?

It is most effective right before finalizing a major decision, when preparing for a presentation to leadership, or whenever you feel the team may be falling victim to confirmation bias.

What is the 'Same evidence, opposite conclusion' principle?

This principle ensures the counter-case is intellectually honest by using the same facts used to support a decision to show how a critic could reach the opposite verdict.

Decision Detraction & Stress-Testing

Name: Decision Detraction & Stress-Testing
Author: wme3

bywme3

•

生産性とワークフロー

Generates compelling counter-arguments against potential decisions to stress-test their robustness and identify hidden weaknesses using existing evidence.

Decision Detraction & Stress-Testing

bywme3

•

生産性とワークフロー

Generates compelling counter-arguments against potential decisions to stress-test their robustness and identify hidden weaknesses using existing evidence.

The Decision Detraction skill helps teams and individual developers avoid confirmation bias by systematically constructing the strongest possible case against a proposed decision. By utilizing existing project data such as pre-mortems, low-confidence assumptions, and reference class data, it transforms identified risks into a coherent narrative of caution. This skill is essential for high-stakes strategic choices where intellectual honesty and preparing for external objections are critical for long-term project success.

主な機能

01Automated extraction of failure scenarios and risks from decision artifacts

02Integration with steel-manned alternatives and historical reference class data

03Structured 'Counter-Case' document generation including alternative paths

04Application of the 'same evidence, opposite conclusion' logical framework

053 GitHub stars

06Severity ranking of counter-arguments from 'Valid Caution' to 'Fatal if True'

ユースケース

01Evaluating external proposals or recommendations through an intellectually honest lens

02Stress-testing a major technical architecture shift before final commitment

03Preparing proactive responses for stakeholder objections and leadership reviews

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add wme3/deliberatedecisions decision-detraction

For use in Claude.ai and ChatGPT

Download Skill