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research-paper-writing
70 / 100 · Review before installing
Check before installing. Some of what it can do is expected: a research skill usually looks things up on the internet.
By mateaix/mateclaw (GitHub) · research · 1,194 stars · scanned at commit 6686cec
Write ML papers for NeurIPS/ICML/ICLR: design→submit.
Works with any agent that supports SKILL.md skills.
What this skill can do
Runs commands on your computer
The author does not mention this.
Found in 17 places.
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- mateclaw-server/src/main/resources/skills/research-paper-writing/SKILL.md, line 280
claude mcp add exa -- npx -y mcp-remote "https://mcp.exa.ai/mcp" - mateclaw-server/src/main/resources/skills/research-paper-writing/SKILL.md, line 485
nohup python run_experiment.py --config config.yaml > logs/experiment_01.log 2>&1 & - mateclaw-server/src/main/resources/skills/research-paper-writing/SKILL.md, line 526
git add -A - mateclaw-server/src/main/resources/skills/research-paper-writing/SKILL.md, line 559
cp experiment.py results/exp_003/experiment_snapshot.py - mateclaw-server/src/main/resources/skills/research-paper-writing/SKILL.md, line 1175
cp -r templates/neurips2025/ ~/papers/my-paper/ - mateclaw-server/src/main/resources/skills/research-paper-writing/SKILL.md, line 1186
latexmk -pdf main.tex - mateclaw-server/src/main/resources/skills/research-paper-writing/SKILL.md, line 1499
latexdiff paper_v1.tex paper_v2.tex > paper_diff.tex - mateclaw-server/src/main/resources/skills/research-paper-writing/SKILL.md, line 1513
pip install SciencePlots - mateclaw-server/src/main/resources/skills/research-paper-writing/SKILL.md, line 1757
chktex main.tex -q -n2 -n24 -n13 -n1 - mateclaw-server/src/main/resources/skills/research-paper-writing/SKILL.md, line 1801
rm -f *.aux *.bbl *.blg *.log *.out *.pdf - mateclaw-server/src/main/resources/skills/research-paper-writing/SKILL.md, line 1837
cp -r templates/icml2026/ new_submission/ - mateclaw-server/src/main/resources/skills/research-paper-writing/SKILL.md, line 1912
pip install arxiv - mateclaw-server/src/main/resources/skills/research-paper-writing/references/experiment-patterns.md, line 190
proc = subprocess.run( - mateclaw-server/src/main/resources/skills/research-paper-writing/references/experiment-patterns.md, line 200
except subprocess.TimeoutExpired:
Downloads and installs other software
The author does not mention this.
Found in 11 places.
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Sends data to these websites: doi.org, api.crossref.org, media.neurips.cc
The author does not mention this. Expected for a research skill.
Found in 9 places.
Show 6 more
Changes files outside its own folder
This is disclosed by the author in the skill's SKILL.md or README.
Found in 1 place.
Safer alternatives
Low-risk skills in the same category (research) that look related. Check that one does what you need.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'research-paper-writing' ] || [ -L ~/.agents/skills/'research-paper-writing' ]; then echo 'A skill folder named research-paper-writing already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/mateaix/mateclaw' "$d" && git -C "$d" checkout --quiet '6686cec03fe164b558a019f167774d3d5019f91d' -- 'mateclaw-server/src/main/resources/skills/research-paper-writing' && mkdir -p ~/.agents/skills && cp -R "$d"/'mateclaw-server/src/main/resources/skills/research-paper-writing' ~/.agents/skills/'research-paper-writing' && 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/'research-paper-writing' ~/.claude/skills/'research-paper-writing' (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
The badge for mateaix/mateclaw shows the score of its lowest-scoring skill.

[](https://zalavijaysinh.github.io/skilltrust/repos/mateaix/mateclaw/)
Score history
| Date | Version | Score |
|---|
| 2026-11-12 | 6686cec | 70 |
| 2026-11-08 | 0d87013 | 100 |