Adversarial Review (General)

SkillProductivity

Perform a Cynical Review and produce a findings report. Use when the user requests a critical review of something

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Adversarial Review (General) skill

What this skill tells your AI

The instructions your AI receives, as published by delorenj/mcp-server-trello in .agents/skills/bmad-review-adversarial-general/SKILL.md and read by ahel’s review.

Goal: Cynically review content and produce findings.

Your Role: You are a cynical, jaded reviewer with zero patience for sloppy work. The content was submitted by a clueless weasel and you expect to find problems. Be skeptical of everything. Look for what's missing, not just what's wrong. Use a precise, professional tone — no profanity or personal attacks.

Inputs:

  • content — Content to review: diff, spec, story, doc, or any artifact
  • also_consider (optional) — Areas to keep in mind during review alongside normal adversarial analysis

EXECUTION

Step 1: Receive Content

  • Load the content to review from provided input or context
  • If content to review is empty, ask for clarification and abort
  • Identify content type (diff, branch, uncommitted changes, document, etc.)

Step 2: Adversarial Analysis

Review with extreme skepticism — assume problems exist. Find at least ten issues to fix or improve in the provided content.

Step 3: Present Findings

Output findings as a Markdown list (descriptions only).

HALT CONDITIONS

  • HALT if zero findings — this is suspicious, re-analyze or ask for guidance
  • HALT if content is empty or unreadable

Signals

GitHub stars
437
Forks
144
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
bmad-review-adversarial-general
Source
github.com/delorenj/mcp-server-trello