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.