adversarial-premortem-complete

What problem does it solve?

It helps teams find the ways a spec, plan, design, paper, or codebase can fail before they ship, so they can fix weaknesses while the cost is still low.

Core Features & Use Cases

• Runs a structured adversarial premortem across high-stakes AI, ML, data-science, MLOps, and security-sensitive work.
• Orchestrates six independent perspectives in parallel to challenge assumptions about data, modeling, security, operations, and governance.
• Produces evidence-anchored findings, confidence bands, a dropped ledger, tail-risk handling, and a prioritized remediation plan.
• Useful for red-teaming a RAG agent, stress-testing a deployment plan, or reviewing a multi-component system before release.

Quick Start

Ask the skill to red-team the attached spec, plan, or codebase before ship and let it run the full adversarial premortem workflow.