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materials-magnet-design-mvp

72 / 100 · Review before installing

Check before installing. Some of what it can do is expected: a coding skill usually runs build and test commands.

By pdl-openair/OpenAIR (GitHub) · coding · 16 stars · scanned at commit cb37612

Run the SAGA-Opt MVP loop for permanent-magnet materials discovery: an evolutionary search that maximizes magnetic density (μB/ų) while minimizing supply-chain risk (HHI), with an optional E_hull stability filter. Use whenever the user wants to "search for new magnet formulas", "evolve magnetic materials", "run SAGA MVP", "find high-mag-density low-HHI candidates", "do crossover on magnet compositions", mentions NdFeB / SmCo / ferrite alternatives, or asks to iterate formulas → 3D structures →…

Works with any agent that supports SKILL.md skills.

What this skill can do

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Install

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

if [ -e ~/.agents/skills/'materials-magnet-design-mvp' ] || [ -L ~/.agents/skills/'materials-magnet-design-mvp' ]; then echo 'A skill folder named materials-magnet-design-mvp already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/pdl-openair/OpenAIR' "$d" && git -C "$d" checkout --quiet 'cb37612d98d6155a133121a1f0d7cd3e06c985a8' -- 'skills/materials/materials-magnet-design-mvp' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/materials/materials-magnet-design-mvp' ~/.agents/skills/'materials-magnet-design-mvp' && 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/'materials-magnet-design-mvp' ~/.claude/skills/'materials-magnet-design-mvp' (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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