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aipm-ai-model-selection

100 / 100 · Low risk

Fine to try.

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

Builds an AI Model Selection Plan with a side-by-side test plan on 20 to 50 real inputs, a quality, latency and cost table per model tier, a pick per task with the evidence row behind it and a re-check date. Use for "run aipm-ai-model-selection", "which model tier should we use", "justify the model choice", "compare models side by side", "cheaper model or stronger model", "model bake-off", "model cost per task", "pick a model for each step", part of the Claude for AI Product Managers Pack by 90…

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