bmad-review-adversarial-general

Adversarial analysis of a technical document requires loading the content into a deterministic workflow that critically evaluates it for issues, gaps, and risks, ultimately outputting a prioritized Markdown findings report suitable for decision-making.

A cynical content review is a critical evaluation method used to uncover hidden problems and risks in artifacts like specs or diffs. You need this when a thorough, professional critique is required for quality assurance before finalizing documentation.

Yes, you can use this to generate a structured findings report for a design critique. It applies adversarial analysis to any artifact requiring critical evaluation, delivering a concise, prioritized Markdown list of issues and risks.

To get a prioritized issues list from a code diff or spec, provide the artifact for adversarial analysis. The workflow evaluates the content and outputs a Markdown findings list highlighting problems, gaps, and risks in a professional tone.

The adversarial review workflow works with documents, diffs, specs, or any artifact requiring critical evaluation. It loads content from inputs and deterministically processes it to identify issues across product reviews and documentation audits.

A limitation of automated critique for quality assurance is its deterministic and cynical nature, which focuses strictly on identifying problems, gaps, and risks rather than suggesting positive attributes or creative improvements to the content.