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adversarial-dual-model-workflow

Official

Safer code with adversarial dual-models.

Software Engineering#workflow#code-review#ai-audit#adversarial-testing#dual-model#planning-loop
Authorm2ai-portfolio
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Structures a robust two-AI workflow where a primary builder plans and codes while an adversarial auditor stress-tests the plan, catching edge cases and reviewing output before shipping.

Core Features & Use Cases

  • Role-based dual-model workflow with a primary builder and an adversarial auditor to split creativity and critique.
  • Pattern-driven governance that guides decision points, review gates, and risk mitigation before release.
  • Configurable invocation (live or background) to balance flow with independent audits during development.
  • Use Case: teams building non-trivial software features benefit from automated adversarial review loops to improve reliability.

Quick Start

Invoke the adversarial-dual-model-workflow by pairing Claude Code as the primary builder with Codex as the auditor and applying the five patterns to guide your development.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: adversarial-dual-model-workflow
Download link: https://github.com/m2ai-portfolio/m2ai-skills-pack/archive/main.zip#adversarial-dual-model-workflow

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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