decision-critic

Stress-test decisions through adversarial analysis and output verdicts with findings.

4|Updated Jan 23, 2026
One-click install
npx skills add https://github.com/alphaleonis/decaf-claude-config --skill decision-critic-alphaleonis
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: decision-critic
Source: https://github.com/alphaleonis/decaf-claude-config/tree/main/decaf/skills/decision-critic
Command: npx skills add https://github.com/alphaleonis/decaf-claude-config --skill decision-critic-alphaleonis

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill acts as an adversarial analyst to rigorously stress-test decisions, uncovering potential weaknesses and biases that might be overlooked during standard review processes.

Core Features & Use Cases

  • Adversarial Analysis: Applies techniques like Chain-of-Verification and Multi-Expert Prompting to challenge assumptions and claims.
  • Structured Criticism: Provides a systematic framework for decomposing decisions, verifying claims, and steel-manning counterarguments.
  • Use Case: Before committing to a significant architectural choice or technology selection, use this Skill to ensure all potential downsides and alternative perspectives have been thoroughly considered.

Quick Start

Use the decision-critic skill to stress-test the decision about adopting a new microservices architecture.

Frequently Asked Questions about decision-critic

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I stress-test an architectural decision before committing to it?

Adversarial analysis stress-tests decisions by applying Chain-of-Verification and Multi-Expert Prompting to challenge assumptions. It decomposes decisions, simulates expert opposition, and outputs a verdict of STAND, REVISE, or ESCALATE with critical findings to ensure robust architecture choices.

What is the best way to find flaws in a proposed technology selection?

The best way to find flaws is through structured criticism that systematically decomposes your decision and explores alternative framings. By applying techniques like Chain-of-Verification, you can rigorously verify claims and identify constraints that standard review processes often overlook.

How does adversarial analysis work for architecture review?

Adversarial analysis for architecture review works by simulating expert opposition to challenge claims and assumptions using Multi-Expert Prompting. It decomposes decisions and explores alternative framings to output a structured verdict with critical findings and actionable recommendations.

Can I use adversarial analysis to review a microservices architecture decision?

Yes, you can use adversarial analysis to review a microservices architecture decision by applying Chain-of-Verification and Multi-Expert Prompting to uncover potential weaknesses. It rigorously verifies claims and constraints to ensure all downsides are considered before committing to the architecture.

When do I need structured criticism for risk assessment?

You need structured criticism for risk assessment before committing to significant architectural choices or technology selections. It provides a systematic framework to uncover potential weaknesses and biases that might be overlooked during standard review processes, ensuring robust decision making.