reproducing-dl-papers
100 / 100 · Low risk
Fine to try.
How to reproduce Deep Learning papers. Use this skill whenever the user asks to implement an algorithm, loss function, architecture, or technique based on an academic paper (PDF, Arxiv, etc).
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/'reproducing-dl-papers' ] || [ -L ~/.agents/skills/'reproducing-dl-papers' ]; then echo 'A skill folder named reproducing-dl-papers already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/cxcscmu/SkillLearnBench' "$d" && git -C "$d" checkout --quiet '726e1f79b96b0cb3d729d0e55a1c847e0b5353ae' -- 'skills/b4-skill-creator-gemini-3.1-pro-preview/nlp-paper-reproduction/reproducing-dl-papers' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/b4-skill-creator-gemini-3.1-pro-preview/nlp-paper-reproduction/reproducing-dl-papers' ~/.agents/skills/'reproducing-dl-papers' && 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/'reproducing-dl-papers' ~/.claude/skills/'reproducing-dl-papers' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
[](https://zalavijaysinh.github.io/skilltrust/repos/cxcscmu/SkillLearnBench/)
Score history
| Date | Version | Score |
|---|---|---|
| 2026-11-07 | 726e1f7 | 100 |