ethics-safety-impact

SKILL.md

Ethics, Safety & Impact Assessment provides a structured framework for identifying potential harms, benefits, and differential impacts before launching features, implementing policies, or making decisions that affect people. This skill guides you through stakeholder identification, harm/benefit analysis, fairness evaluation, risk mitigation design, and ongoing monitoring to ensure responsible and equitable outcomes.

Trigger phrases: "ethical review", "impact assessment", "who might be harmed", "differential impact", "vulnerable populations", "bias audit", "fairness check", "safety analysis", "responsible AI", "unintended consequences"

Ethics, Safety & Impact Assessment is a proactive evaluation framework that systematically examines:

Use when decisions could affect groups differently and need to anticipate harms/benefits, assess fairness and safety concerns, identify vulnerable populations, propose risk mitigations, define monitoring metrics, or when user mentions ethical review, impact assessment, differential harm, safety analysis, vulnerable groups, bias audit, or responsible AI/tech. Source: lyndonkl/claude.

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