bmad-review-adversarial-general

Perform adversarial reviews of diffs, specs, and docs to generate Markdown findings lists.

2|Updated Apr 2, 2026
One-click install
npx skills add https://github.com/cassioalexandre/agf --skill bmad-review-adversarial-general-cassioalexandre
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: bmad-review-adversarial-general
Source: https://github.com/cassioalexandre/agf/tree/main/_bmad/core/bmad-review-adversarial-general
Command: npx skills add https://github.com/cassioalexandre/agf --skill bmad-review-adversarial-general-cassioalexandre

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you perform a skeptical, critical review of any submitted artifact so you can surface missing requirements, weak reasoning, and practical failure points early.

Core Features & Use Cases

  • Cynical adversarial analysis: Systematically searches for issues rather than assuming completeness.
  • Findings-focused output: Produces a Markdown list of descriptions so results are easy to triage.
  • Flexible input types: Works for diffs, specs, stories, docs, and other artifacts, optionally guided by what to consider.

Quick Start

Ask the AI to review the provided diff or document with an adversarial mindset and return at least ten actionable findings as a Markdown list.

Frequently Asked Questions about bmad-review-adversarial-general

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

FAQPage Schema
What is an adversarial review and how does it find missing requirements in specs?

An adversarial review applies skeptical analysis to your specs or documentation to surface missing requirements, weak reasoning, and practical failure points early. It generates a Markdown list of at least ten findings to triage potential issues.

How do I perform a cynical spec review to detect weak reasoning and risk findings?

To perform a cynical spec review, submit your diff, spec, story, or documentation content. The analysis systematically searches for missing or weak elements, returning a Markdown list of at least ten actionable risk findings.

Can I use an adversarial review for diffs and documentation quality assurance?

Yes, you can use adversarial review for diffs, specs, stories, and documentation quality assurance. It flexibly processes these input types to detect missing or weak elements early before artifacts ship.

What is the best way to surface practical failure points in technical documentation?

The best way to surface practical failure points is a cynical adversarial analysis that assumes incompleteness rather than validity. It generates a findings-focused Markdown list containing descriptions of issues for easy triage.

Does the adversarial review output include descriptions only or detailed remediation steps?

The adversarial review output includes descriptions only, formatted as a Markdown list. It focuses on surfacing at least ten actionable findings rather than providing detailed remediation steps or implementation guidance.

When do I need an adversarial review for compliance and governance artifacts?

You need an adversarial review for compliance and governance artifacts when you must detect missing requirements, weak reasoning, and practical failure points early. It ensures skeptical analysis is applied before shipping.