U0164 Governance Contradiction Detector

Governance Contradiction Detector

Why This Skill Exists

We need this skill because high-speed autonomy needs enforceable guardrails to stay aligned. This specific skill catches internal and external claim conflicts early.

When To Use

Use this skill when the request explicitly needs "Governance Contradiction Detector" outcomes in the Safety and Governance domain.

Step-by-Step Implementation Guide

1. Define the scope and success metrics for Governance Contradiction Detector, including at least three measurable KPIs tied to unsafe actions and policy drift.
2. Design and version the input/output contract for policies, violations, and mitigation actions, then add schema validation and failure-mode handling.
3. Implement the core capability using cross-claim consistency checks, and produce contradiction alerts with deterministic scoring.
4. Integrate the skill into swarm orchestration: task routing, approval gates, retry strategy, and rollback controls.