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crystal-design-formula-crossover-py

90 / 100 · Low risk

Fine to try. 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

Python-adapter (durable, single-call) version of crystal-design-formula-crossover-agent — runs the SAGA-Opt MVP formula search end-to-end in one subprocess call instead of Claude steering each iteration. Use when the user wants to "evolve / search / discover crystal formulas" in batch mode (background worker, no mid-run human intervention). Accepts a natural-language goal, runs Phase 0.5 LLM RunPlan + init + step × N + finalize, returns top-K + leaderboard.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

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

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