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science-frontier-to-paper

100 / 100 · Low risk

Fine to try.

By yzlin286-wq/Deepscient (GitHub) · research · 973 stars · scanned at commit 088b022

Use when you want to turn a fast-moving implementation from GitHub — a new optimizer, a training trick, a scaling recipe — into a publishable contribution, and you need to find which of them is actually worth reading, extract what it really claims, test whether the field has already filled that slot, and decide what evidence a band-3/4/5 venue would demand; also use when a repo reports a number but no mechanism and you need to know what is missing before writing.

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/'science-frontier-to-paper' ] || [ -L ~/.agents/skills/'science-frontier-to-paper' ]; then echo 'A skill folder named science-frontier-to-paper already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/yzlin286-wq/Deepscient' "$d" && git -C "$d" checkout --quiet '088b0228df4fbb613d00d70823a325677f4970c2' -- 'dsh-science/skills/science/science-frontier-to-paper' && mkdir -p ~/.agents/skills && cp -R "$d"/'dsh-science/skills/science/science-frontier-to-paper' ~/.agents/skills/'science-frontier-to-paper' && 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/'science-frontier-to-paper' ~/.claude/skills/'science-frontier-to-paper' (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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