Grad AI Ethics

Category: Product · Sub-category: prd-spec

type:audit

Apply AI ethics frameworks (fairness, accountability, transparency, privacy) to evaluate AI systems for algorithmic bias, explainability gaps, and value alignment failures. Use this skill when the user needs to audit an AI system for ethical risks, design fairness constraints, assess explainability requirements, or when they ask 'is this AI system fair', 'how do we detect algorithmic bias', 'what are the ethical implications of this AI deployment', or 'how do we make this model explainable to stakeholders'.

What this skill does

Grad AI Ethics is a community-contributed Claude Code skill in the prd-spec sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/grad-ai-ethics/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Grad AI Ethics skill is built for product managers, product designers, and cross-functional teams planning, shipping, and measuring product features. It is part of the open ClaudSkills registry, a community-curated catalog of 56,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/grad-ai-ethics
curl -L https://claudskills.com/skills/grad-ai-ethics/SKILL.md \
  -o ~/.claude/skills/grad-ai-ethics/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/grad-ai-ethics/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/grad-ai-ethics/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\grad-ai-ethics\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

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