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aipm-ai-prototype-brief

100 / 100 · Low risk

Fine to try.

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

Writes an AI Prototype Brief with what the demo tests, a pass line set in advance, a cherry-picked input check, what the demo does not prove and a gap-to-production list with an owner per line. Use for "run aipm-ai-prototype-brief", "leadership thinks the demo is the product", "AI demo to production", "test card for an AI prototype", "what does this AI demo prove", "gap to production", "the demo worked, can we ship", "AI proof of concept plan", part of the Claude for AI Product Managers Pack by…

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