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aipm-launch-gates

100 / 100 · Low risk

Fine to try.

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

Drafts AI Launch Gates with release stages (internal, small share, wider, all), the eval and live numbers that must hold at each, kill criteria set in advance, the rollback path and the one named person who signs each gate. Use for "run aipm-launch-gates", "AI launch gates", "staged rollout for an AI feature", "canary release plan", "kill criteria for our AI launch", "what would stop the launch", "rollout stages and sign-off", part of the Claude for AI Product Managers 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/'aipm-launch-gates' ] || [ -L ~/.agents/skills/'aipm-launch-gates' ]; then echo 'A skill folder named aipm-launch-gates 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 "$d" checkout --quiet '95f01806ca43f6ee788d0579743e35853b695930' -- 'packs/ai-product-managers-pack/skills/aipm-launch-gates' && mkdir -p ~/.agents/skills && cp -R "$d"/'packs/ai-product-managers-pack/skills/aipm-launch-gates' ~/.agents/skills/'aipm-launch-gates' && 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-launch-gates' ~/.claude/skills/'aipm-launch-gates' (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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