Red Team — Generative Adversarial Security Design

Generate structured adversarial attack scenarios for design documents.

Updated Feb 23, 2026
One-click install
npx skills add https://github.com/Adeitasuna/MibeStats --skill red-team-generative-adversarial-security-design
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Red Team — Generative Adversarial Security Design
Source: https://github.com/Adeitasuna/MibeStats/tree/main/.claude/skills/red-teaming
Command: npx skills add https://github.com/Adeitasuna/MibeStats --skill red-team-generative-adversarial-security-design

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Attacks against design documents are often qualitative and inconsistent; this skill generates structured adversarial attack scenarios to stress-test designs like PRD, SDD, and sprint plans.

Core Features & Use Cases

  • Structured adversarial scenarios with consensus classification and counter-design recommendations.
  • Focused red-team workflows that integrate with Loa's Flatline Protocol for design review and governance.
  • Outputs and artifacts including JSON results, attack reports, and safe summaries for PR/CI reviews.

Quick Start

Run the red-team tool on your design document to generate adversarial scenarios.

Frequently Asked Questions about Red Team — Generative Adversarial Security Design

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

FAQPage Schema
How do I generate adversarial attack scenarios for a design document?

To generate adversarial attack scenarios for a design document, you can run a structured red-team workflow on PRDs, SDDs, or sprint plans to identify weaknesses and produce consensus-classified counter-design recommendations.

What is structured adversarial threat modeling for software design?

Structured adversarial threat modeling is the process of stress-testing designs by generating attack scenarios with consensus classification. It solves inconsistent qualitative reviews by delivering structured defenses for design documents like PRDs and SDDs.

Can I use red-team design review outputs for CI and PR gating?

Yes, you can use red-team design review outputs for CI and PR gating. The workflow generates safe summaries and structured artifacts specifically designed to support mandated gating rules within PR and CI review processes.

How do I focus an attack scenario analysis on specific sprint plan weaknesses?

You can focus an attack scenario analysis on specific sprint plan weaknesses by configuring the depth, mode, and focus parameters within the adversarial design workflow before generating the structured report artifacts.

What artifacts are produced when running an adversarial security design review?

Running an adversarial security design review produces structured artifacts including JSON result files, Markdown attack reports, and safe summaries, which are saved to the .run/red-team/ directory for governance integration.

Does the red-team adversarial workflow require external dependencies?

No, the red-team adversarial workflow does not require external dependencies. It operates natively within Loa workflows to apply the Flatline Protocol for design review and governance without needing additional tools.