adversarial-reviewer

Review proposed actions for robustness and safety with verdicts.

Updated Feb 8, 2026
One-click install
npx skills add https://github.com/dundas/uhr --skill adversarial-reviewer-dundas
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: adversarial-reviewer
Source: https://github.com/dundas/uhr/tree/main/.claude/skills/adversarial-reviewer
Command: npx skills add https://github.com/dundas/uhr --skill adversarial-reviewer-dundas

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill challenges proposed actions from a robustness perspective, ensuring that decisions are not just correct but also fundamentally sound and safe, preventing potential negative consequences before they occur.

Core Features & Use Cases

  • Robustness-Aligned Review: Focuses on "Should this be done at all?" rather than just "Is it correct?".
  • Assumption Challenging: Identifies and verifies critical assumptions underlying a proposed action.
  • Compliance Pattern Detection: Flags potential manipulation tactics like urgency, authority, or incrementalism.
  • Use Case: Before deploying a critical system update, the adversarial reviewer can be invoked to rigorously question the necessity, potential impact of failure, and underlying assumptions, ensuring a higher degree of safety and foresight.

Quick Start

Invoke the adversarial reviewer to challenge the proposed action of deploying updated authentication middleware to production.

Frequently Asked Questions about adversarial-reviewer

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

FAQPage Schema
What is adversarial review for software deployment safety?

An adversarial review challenges proposed actions by questioning critical assumptions and detecting compliance manipulation patterns like urgency or authority, ensuring decisions are fundamentally sound and safe before execution.

How do I challenge assumptions before deploying a critical system update?

You can challenge deployment assumptions by invoking an adversarial reviewer to rigorously question the necessity, potential impact of failure, and underlying assumptions, ensuring a higher degree of safety and foresight.

How does an adversarial reviewer detect compliance manipulation tactics?

An adversarial reviewer detects compliance manipulation by identifying and flagging specific patterns such as urgency, authority, or incrementalism that may compromise the robustness and safety of a proposed action.

When do I need an adversarial review for risk assessment?

You need an adversarial review for risk assessment when you must ensure a proposed action is fundamentally sound and safe, moving beyond mere correctness to prevent potential negative consequences before they occur.

Can I use adversarial review to verify if an action should be done at all?

Yes, adversarial review focuses specifically on answering whether an action should be done at all by evaluating robustness and safety, rather than just verifying if the technical implementation is correct.

What verdicts does an adversarial review issue for proposed actions?

An adversarial review issues verdicts of PROCEED, PAUSE, or BLOCK to ensure proposed actions are fundamentally sound, aligned with robustness principles, and free from potential negative consequences before execution.