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crystal-design-structure-crossover-agent

75 / 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

Agent-guided multi-objective evolutionary search for inorganic crystals. Use when the user wants to discover / optimize / evolve crystal structures toward materials goals (e.g. "find a stable lead-free wide-bandgap oxide", "evolve hard materials maximizing bulk modulus", "search for low-ehull high-dielectric compositions", 进化晶体 / 多目标搜索 / 帕累托前沿 / 变异搜索 / 遗传算法找材料 / Pareto front / evolve structures / crystal discovery). Drives a diffusion-based evolutionary loop (mutation = noise+denoise via the di…

Works with any agent that supports SKILL.md skills.

What this skill can do

Safer alternatives

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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/'crystal-design-structure-crossover-agent' ] || [ -L ~/.agents/skills/'crystal-design-structure-crossover-agent' ]; then echo 'A skill folder named crystal-design-structure-crossover-agent 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 "$d" checkout --quiet 'cb37612d98d6155a133121a1f0d7cd3e06c985a8' -- 'skills/materials/crystal-design-structure-crossover-agent' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/materials/crystal-design-structure-crossover-agent' ~/.agents/skills/'crystal-design-structure-crossover-agent' && 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/'crystal-design-structure-crossover-agent' ~/.claude/skills/'crystal-design-structure-crossover-agent' (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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