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ml-paper-writing
47 / 100 · High risk
Only if you trust the author. Some of what it can do is expected: a research skill usually looks things up on the internet.
By Galaxy-Dawn/claude-scholar (GitHub) · research · 6,038 stars · scanned at commit d394fb5
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, conducting literature reviews, finding related work, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, citation verification workflows, and paper discovery/evaluation criteria.
Works with any agent that supports SKILL.md skills.
What this skill can do
Downloads and installs other software
The author does not mention this.
Found in 8 places.
Show 5 more
Runs commands on your computer
The author does not mention this. It runs automatically when the plugin is installed.
Found in 23 places.
Show 17 more
- skills/ml-paper-writing/SKILL.md, line 688
cp -r templates/neurips2025/ ~/papers/my-new-paper/ - skills/ml-paper-writing/SKILL.md, line 708
latexmk -pdf main.tex - skills/ml-paper-writing/SKILL.md, line 852
cp -r templates/icml2026/ new_submission/ - scripts/lib/utils.js, line 11
const { execSync, spawnSync } = require('child_process'); - scripts/lib/utils.js, line 52
const result = spawnSync('where', [cmd], { stdio: 'pipe' }); - scripts/lib/utils.js, line 56
const result = spawnSync('which', [cmd], { stdio: 'pipe' }); - scripts/lib/utils.js, line 72
const result = execSync(cmd, { - hooks/hook-common.js, line 10
const { execSync } = require('child_process'); - hooks/hook-common.js, line 20
execSync('git rev-parse --git-dir', { - hooks/hook-common.js, line 28
branch = execSync('git branch --show-current', { - hooks/hook-common.js, line 40
changes = execSync('git status --porcelain', { - hooks/hook-common.js, line 128
return execSync('git rev-parse --show-toplevel', { - hooks/hook-common.js, line 290
const unstaged = execSync('git diff --name-status', { - hooks/hook-common.js, line 298
const staged = execSync('git diff --cached --name-status', { - hooks/hook-common.js, line 306
const untracked = execSync('git status --porcelain', { - hooks/hooks.json, line 10
"command": "node \"${CLAUDE_PLUGIN_ROOT}/hooks/security-guard.js\"", - hooks/hooks.json, line 22
"command": "node \"${CLAUDE_PLUGIN_ROOT}/hooks/session-summary.js\"",
and 3 more places
Changes files outside its own folder
The author does not mention this.
Found in 1 place.
Sends data to these websites: api.crossref.org, media.neurips.cc
This is disclosed by the author in the skill's SKILL.md or README. Expected for a research skill.
Found in 7 places.
Show 4 more
Reads your saved credentials, such as SSH keys or .env files
The author does not mention this. It runs automatically when the plugin is installed.
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/'ml-paper-writing' ] || [ -L ~/.agents/skills/'ml-paper-writing' ]; then echo 'A skill folder named ml-paper-writing already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Galaxy-Dawn/claude-scholar' "$d" && git -C "$d" checkout --quiet 'd394fb599ed9e6ea2212a9e6daa864345fe97a26' -- 'skills/ml-paper-writing' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/ml-paper-writing' ~/.agents/skills/'ml-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/'ml-paper-writing' ~/.claude/skills/'ml-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 Galaxy-Dawn/claude-scholar shows the score of its lowest-scoring skill.
[](https://zalavijaysinh.github.io/skilltrust/repos/Galaxy-Dawn/claude-scholar/)
Score history
| Date | Version | Score |
|---|
| 2026-11-12 | d394fb5 | 47 |