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aipm-ai-failure-modes

100 / 100 · Low risk

Fine to try.

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

Builds an AI Failure Modes Map with the failure list per output type, the cost of a false yes and a false no to the user, severity and detection ratings, a graceful failure per mode and a tolerable error rate left blank for a named person. Use for "run aipm-ai-failure-modes", "AI FMEA", "which AI mistakes matter", "leaders expect it to be right every time", "false positives vs false negatives", "graceful failure", "what happens when the AI is wrong", "AI error budget", part of the Claude for AI…

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/'aipm-ai-failure-modes' ] || [ -L ~/.agents/skills/'aipm-ai-failure-modes' ]; then echo 'A skill folder named aipm-ai-failure-modes 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 "$d" checkout --quiet '95f01806ca43f6ee788d0579743e35853b695930' -- 'packs/ai-product-managers-pack/skills/aipm-ai-failure-modes' && mkdir -p ~/.agents/skills && cp -R "$d"/'packs/ai-product-managers-pack/skills/aipm-ai-failure-modes' ~/.agents/skills/'aipm-ai-failure-modes' && 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/'aipm-ai-failure-modes' ~/.claude/skills/'aipm-ai-failure-modes' (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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