What problem does it solve? Standard code reviews often miss critical defects because reviewers balance politeness with critique. This Skill performs a deliberately hostile review that assumes code is broken until proven otherwise, surfacing bugs, security vulnerabilities, and silent failures before they reach production. ## Core Features & Use Cases - Three-Pass Attack Protocol: Scans attack surfaces (inputs, outputs, trust boundaries, concurrency), then hunts bugs across input abuse, state corruption, failure modes, security, and logic errors, and finally targets silent failures like swallowed errors and stale caches. - Severity-Ranked Findings: Outputs findings grouped as Critical, High, Medium, and Nits, each with location, trigger scenario, impact, and a concrete fix. - Use Case: Before merging a payment-processing PR, ask for an adversarial review to uncover race conditions on shared state, injection vectors in request handling, and retry logic that re-executes non-idempotent operations. ## Quick Start Ask the assistant to adversarially review the code in your current diff and report every bug, security hole, and silent failure it can find.