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adopt-ai-output-check

100 / 100 · Low risk

Fine to try.

By polar-bear-org/claude-skills (GitHub) · design · 54 stars · scanned at commit 95f0180

Writes a one-page check a person runs before using AI output for one named type of work, with five passes in order, a stop condition and who signs. Use for "run adopt-ai-output-check", "AI output check", "checklist for checking AI output", "how do we verify what AI wrote", "fact-check AI drafts", "AI review checklist before sending", "a wrong figure went out", "teach people to check AI", part of the Claude Guide for AI Adoption Pack by 90n.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'adopt-ai-output-check' ] || [ -L ~/.agents/skills/'adopt-ai-output-check' ]; then echo 'A skill folder named adopt-ai-output-check already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/polar-bear-org/claude-skills' "$d" && git -C "$d" checkout --quiet '95f01806ca43f6ee788d0579743e35853b695930' -- 'packs/ai-adoption-pack/skills/adopt-ai-output-check' && mkdir -p ~/.agents/skills && cp -R "$d"/'packs/ai-adoption-pack/skills/adopt-ai-output-check' ~/.agents/skills/'adopt-ai-output-check' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'adopt-ai-output-check' ~/.claude/skills/'adopt-ai-output-check' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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