adversarial-review

Analyze plans across six risk vectors and produce severity-tiered findings.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/Kiwi-Home/ai-workflow --skill adversarial-review-kiwi-home
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: adversarial-review
Source: https://github.com/Kiwi-Home/ai-workflow/tree/main/plugins/structured-workflows/skills/adversarial-review
Command: npx skills add https://github.com/Kiwi-Home/ai-workflow --skill adversarial-review-kiwi-home

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates a rigorous pre-execution validation of plans by applying an adversarial review protocol across six risk vectors to surface gaps, risks, and scope issues before work begins.

Core Features & Use Cases

  • Six-vector attack framework that evaluates assumptions, edge cases, dependencies, scope creep, quality gaps, and requirements coverage.
  • Generates severity-tiered findings (S1 Blocking to S4 Observation) and practical revision guidance for plan improvement.
  • Suitable for product, engineering, and program-management workflows to enforce formal review gates and improve plan quality prior to execution.

Quick Start

Provide the plan outline or brief to trigger the adversarial review and receive a structured verdict with recommended revisions.

Frequently Asked Questions about adversarial-review

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

FAQPage Schema
What is an adversarial review for pre-execution plan validation?

Adversarial review is a preflight validation method that analyzes a plan across six risk vectors to surface gaps, scope issues, and dependencies before execution begins. It generates severity-tiered findings and revision guidance to improve plan quality.

How do I run an adversarial plan review before project execution?

To run an adversarial plan review, provide your plan outline or brief to trigger the review protocol. The system analyzes it across six risk vectors and returns a structured verdict with blocking issues, important findings, and recommended revisions.

What risk vectors does an adversarial plan review evaluate?

Adversarial plan review evaluates six risk vectors: assumptions, edge cases, dependencies, scope creep, quality gaps, and requirements coverage. Each vector surfaces specific findings tiered from S1 Blocking to S4 Observation to prioritize revision efforts.

Can I use adversarial review for engineering and program management workflows?

Adversarial review suits product, engineering, and program-management workflows to enforce formal quality gates before implementation. It validates plans by surfacing scope issues and dependencies, improving plan quality prior to execution across these team contexts.

What severity levels does an adversarial plan review produce?

Adversarial plan review produces severity-tiered findings ranging from S1 Blocking to S4 Observation. Each tier prioritizes revision guidance so teams can address critical gaps and scope issues before execution begins.

When should I not rely on automated plan review for risk assessment?

Automated plan review should not replace execution-phase monitoring or post-implementation validation. It is a preflight gate for surfacing gaps and scope issues in the plan outline itself, not for verifying implementation correctness or runtime behavior.