One-click install
npx skills add https://github.com/sachio222/based-stack --skill decision-critic-sachio222
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: decision-critic
Source: https://github.com/sachio222/based-stack/tree/main/decision-critic
Command: npx skills add https://github.com/sachio222/based-stack --skill decision-critic-sachio222

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Stress-test decisions and reasoning by forcing structured adversarial critique to reveal hidden assumptions, risks, and trade-offs.

Core Features & Use Cases

  • End-to-end decision critique workflow: decomposition of claims, verification questions, steel-man challenges, and synthesized verdicts.
  • Phase-driven analysis: supports structured critique across architecture, technology choices, and risk assessment.
  • Reusable via Python script: orchestrates the critique workflow with defined steps and decision input.

Quick Start

Provide your decision in plain text and run the decision-critic script to start the critique workflow.

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 architectural decisions before implementation?

Stress-test architectural decisions by running a Python script that orchestrates a multi-phase workflow: decomposing claims, verifying facts, applying steel-man challenges, and synthesizing verdicts to reveal hidden assumptions and trade-offs.

What is structured adversarial critique in software engineering?

Structured adversarial critique is a multi-phase analysis workflow that decomposes decision claims, applies steel-man challenges, and synthesizes verdicts to expose hidden assumptions, risks, and trade-offs in software engineering decisions.

Can I use Python scripts to orchestrate a decision analysis workflow?

Yes, you can use Python scripts to orchestrate a decision analysis workflow by providing plain text decision input, which triggers automated decomposition, verification, challenge, and synthesis phases to critique architectural and technology choices.

Does decision critique work for technology selection and risk assessment?

Decision critique works for technology selection and risk assessment by applying a structured multi-phase workflow that decomposes claims, challenges reasoning through steel-man arguments, and synthesizes verdicts to evaluate architectural decisions.

What is the best way to reveal hidden assumptions in architectural reviews?

The best way to reveal hidden assumptions in architectural reviews is through structured adversarial testing that decomposes decision claims, applies steel-man challenges, and synthesizes verdicts to expose risks, trade-offs, and flawed reasoning.