AI Feature Product Risk Review

Use this skill to convert a risky product, operations, trust, or marketplace question into a concrete artifact with owners, gates, metrics, and recovery paths.

Workflow

1. Identify AI job, user harm if wrong, model/input/output boundary, autonomy level, data sensitivity, and business metric.
2. Read references/ai-feature-risk-patterns.md.
3. Map quality, safety, privacy, cost, latency, abuse, support, transparency, and fallback requirements.
4. Separate assistive suggestions, generated content, classification, ranking, automation, and agentic actions.
5. Produce risk matrix, eval plan, UI guardrails, rollout gates, and support/incident paths.

When not to use

• Do not use for generic advice the base model already handles without this skill's specific artifact contract.

Guardrails