ai-governance-risk-reviewer

What problem does it solve?

This Skill reviews whether an AI feature is governed responsibly before launch, helping teams decide if the feature’s risk, oversight, accountability, disclosure, and documentation are sufficient to ship.

Core Features & Use Cases

• Risk tiering: Classifies an AI feature as minimal, limited, high, or unacceptable based on impact, reversibility, autonomy, data sensitivity, and rights exposure.
• Oversight and accountability: Checks whether the human oversight model matches the tier, and whether a named human owner and escalation path exist.
• Governance readiness: Verifies AI disclosure, consent or lawful basis, data-use and retention posture, model or feature card completeness, and obligation-to-control mapping.
• Use case: Review a customer-facing AI assistant, hiring screener, or automated decision system before release to identify blocking governance gaps.

Quick Start

Ask the ai-governance-risk-reviewer to assess the feature’s risk tier, oversight model, accountability, disclosure, and documentation readiness for launch.