bmad-review-adversarial-general

Review content adversarially and generate at least ten critical findings as Markdown.

Updated Mar 25, 2026

Search Tags:#analysis #review #spec #code #adversarial #findings #critical

Ready to run

npx skills add https://github.com/JingyiWng/databricks_ai_dev_kit_price_watcher --skill bmad-review-adversarial-general-jingyiwng

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: bmad-review-adversarial-general
Source: https://github.com/JingyiWng/databricks_ai_dev_kit_price_watcher/tree/main/_bmad/core/skills/bmad-review-adversarial-general
Command: npx skills add https://github.com/JingyiWng/databricks_ai_dev_kit_price_watcher --skill bmad-review-adversarial-general-jingyiwng

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The skill provides a skeptical, adversarial review of any content—code diffs, specifications, stories, or documents—and delivers a concise list of critical issues, helping users quickly identify hidden problems.

Core Features & Use Cases

Adversarial analysis: Generates at least ten critical findings for the supplied artifact.
Versatile input: Accepts various content types such as diffs, specs, stories, or documents.
Focused output: Returns findings as a plain Markdown list, ready for inclusion in reports or further discussion.

Quick Start

Ask the skill to review your document and return a list of critical findings.

Frequently Asked Questions about bmad-review-adversarial-general

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

FAQPage Schema

How do I perform an adversarial review of a code diff or specification?▼

To perform an adversarial review, supply the skill with your code diff, specification, or document content, and it will output a concise Markdown list of at least ten critical findings.

What is adversarial analysis and how does it find critical issues in documents?▼

Adversarial analysis applies a skeptical critique to provided content like stories or documents, systematically probing for vulnerabilities to deliver a focused list of critical issues.

Can I use this adversarial review skill on any type of project document?▼

Yes, the skill accepts versatile input formats including code diffs, specifications, stories, and general documents, requiring only the content input to generate its critical findings.

What's the best way to get a concise list of critical findings from a spec?▼

The best way to get concise findings from a spec is to run an adversarial review, which processes the provided content and outputs a plain Markdown list of at least ten critical issues.

Do I need any additional dependencies to generate critical findings for my code?▼

No dependencies are required; the skill needs only the content input and optionally additional considerations to perform the review and output the critical findings list.