# Act Responsible AI Review

> Reviews an AI-related decision for stakeholder impact, privacy, responsibility, transparency, contestability, and reversibility.

- Skill: `fabioc-aloha/act-responsible-ai-review` (Agent Skill)
- Install (CLI): `npx skillmds@latest add fabioc-aloha/act-responsible-ai-review`
- Raw SKILL.md: https://api.skillmd.com/api/skills/fabioc-aloha/act-responsible-ai-review/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Product & Planning
- Author: fabioc-aloha (https://skillmd.com/u/fabioc-aloha)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/fabioc-aloha/act-responsible-ai-review

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1. Describe the intended outcome, affected stakeholders, context of use, and
   the decision or action the system can influence.
2. Identify foreseeable benefits and harms, including unequal impact, exclusion,
   privacy exposure, autonomy, accessibility, misuse, and error consequences.
3. Assess data provenance, minimization, consent or lawful basis where relevant,
   retention, access controls, and whether sensitive inferences exceed the
   stated purpose.
4. Define meaningful human responsibility: who can understand, challenge,
   override, remediate, and monitor consequential outcomes. Match transparency
   and contestability to the impact on people.
5. Compare alternatives, including not using AI, and recommend safeguards,
   evidence, approval, or a pause where uncertainty or harm is material. Do not
   substitute this review for legal, policy, or domain-expert advice.