steel-quench

What problem does it solve?

This Skill eliminates the dangerous vagueness of design anxiety by breaking it into concrete attack angles, defending against them, and explicitly stating residual risks before a project reaches completion.

Core Features & Use Cases

• Multi-Wave Adversarial Review: Runs challenger attacks across six mandatory angles including reason for existence, real-use verification, bus factor, platform obsolescence, self-referential structure, and gate-locality.
• AI-Specific Threat Modeling: Meta-Aware Adversary mode targets AI-specific risks like hallucination, context collapse, prompt injection, and tool lock-in.
• Gate-Passage Re-Attack: Wave-P3 re-attacks artifacts after upstream gates declare PASS, checking coverage gaps, narrative residue, and false confidence.
• Use Case: Imagine you have a near-complete design document. Use this Skill to run an all-angle review that surfaces critical flaws, defends against them, and produces a residual risk card before the team commits to implementation.

Quick Start

Use the steel-quench skill to run an all-angle verification on the attached near-complete artifact and produce a residual risk card.