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cs-skills
75 / 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 brycewang-stanford/Auto-Empirical-Research-Skills (GitHub) · research · 5,016 stars · scanned at commit 8684584
10 computer science skills. Trigger: algorithms, systems research, software engineering, security papers. Design: theory, complexity analysis, code-centric research, and security methods.
Works with any agent that supports SKILL.md skills.
What this skill can do
Sends data to these websites: dblp.org, archive.softwareheritage.org, github.com
The author does not mention this. Expected for a research skill.
Found in 22 places.
Show 17 more
- skills/43-wentorai-research-plugins/skills/domains/cs/dblp-api/SKILL.md, line 87
curl "https://dblp.org/pid/h/GeoffreyEHinton.json" - skills/43-wentorai-research-plugins/skills/domains/cs/dblp-api/SKILL.md, line 103
curl "https://dblp.org/search/author/api?q=Jure+Leskovec&format=json&h=1" - skills/43-wentorai-research-plugins/skills/domains/cs/dblp-api/SKILL.md, line 106
curl "https://dblp.org/pid/l/JureLeskovec.json" - skills/43-wentorai-research-plugins/skills/domains/cs/dblp-api/SKILL.md, line 114
curl "https://dblp.org/search/publ/api?q=venue:ICML+year:2024&format=json&h=50" - skills/43-wentorai-research-plugins/skills/domains/cs/dblp-api/SKILL.md, line 122
curl "https://dblp.org/search/publ/api?q=attention+is+all+you+need&format=json&h=1" | jq '.result.hits.hit[0].info.doi' - skills/43-wentorai-research-plugins/skills/domains/cs/software-heritage-api/SKILL.md, line 31
curl "https://archive.softwareheritage.org/api/1/origin/search/scikit-learn/?limit=10" - skills/43-wentorai-research-plugins/skills/domains/cs/software-heritage-api/SKILL.md, line 34
curl "https://archive.softwareheritage.org/api/1/origin/https://github.com/scikit-learn/scikit-learn/get/" - skills/43-wentorai-research-plugins/skills/domains/cs/software-heritage-api/SKILL.md, line 37
curl "https://archive.softwareheritage.org/api/1/origin/https://github.com/scikit-learn/scikit-learn/visits/" - skills/43-wentorai-research-plugins/skills/domains/cs/software-heritage-api/SKILL.md, line 44
curl "https://archive.softwareheritage.org/api/1/content/sha1:adc83b19e793491b1c6ea0fd8b46cd9f32e592fc/" - skills/43-wentorai-research-plugins/skills/domains/cs/software-heritage-api/SKILL.md, line 47
curl "https://archive.softwareheritage.org/api/1/content/sha1:adc83b19e793491b1c6ea0fd8b46cd9f32e592fc/raw/" - skills/43-wentorai-research-plugins/skills/domains/cs/software-heritage-api/SKILL.md, line 50
curl "https://archive.softwareheritage.org/api/1/directory/{sha1_git}/" - skills/43-wentorai-research-plugins/skills/domains/cs/software-heritage-api/SKILL.md, line 57
curl "https://archive.softwareheritage.org/api/1/resolve/swh:1:cnt:adc83b19e793491b1c6ea0fd8b46cd9f32e592fc/" - skills/43-wentorai-research-plugins/skills/domains/cs/software-heritage-api/SKILL.md, line 60
curl "https://archive.softwareheritage.org/api/1/snapshot/{sha1_git}/" - skills/43-wentorai-research-plugins/skills/domains/cs/software-heritage-api/SKILL.md, line 63
curl "https://archive.softwareheritage.org/api/1/revision/{sha1_git}/" - skills/43-wentorai-research-plugins/skills/domains/cs/software-heritage-api/SKILL.md, line 70
curl -X POST "https://archive.softwareheritage.org/api/1/origin/save/git/url/https://github.com/user/repo/" - skills/43-wentorai-research-plugins/skills/domains/cs/software-heritage-api/SKILL.md, line 107
resp = requests.get( - skills/43-wentorai-research-plugins/skills/domains/cs/software-heritage-api/SKILL.md, line 124
resp = requests.get(
and 2 more places
Runs commands on your computer
The author does not mention this.
Found in 14 places.
Show 11 more
- skills/43-wentorai-research-plugins/skills/domains/cs/dblp-api/SKILL.md, line 87
curl "https://dblp.org/pid/h/GeoffreyEHinton.json" - skills/43-wentorai-research-plugins/skills/domains/cs/dblp-api/SKILL.md, line 103
curl "https://dblp.org/search/author/api?q=Jure+Leskovec&format=json&h=1" - skills/43-wentorai-research-plugins/skills/domains/cs/dblp-api/SKILL.md, line 114
curl "https://dblp.org/search/publ/api?q=venue:ICML+year:2024&format=json&h=50" - skills/43-wentorai-research-plugins/skills/domains/cs/dblp-api/SKILL.md, line 122
curl "https://dblp.org/search/publ/api?q=attention+is+all+you+need&format=json&h=1" | jq '.result.hits.hit[0].info.doi' - skills/43-wentorai-research-plugins/skills/domains/cs/formal-verification-guide/SKILL.md, line 89
java -jar tla2tools.jar -config TwoPhaseCommit.cfg TwoPhaseCommit.tla - skills/43-wentorai-research-plugins/skills/domains/cs/gaussian-splatting-papers-guide/SKILL.md, line 128
git clone https://github.com/graphdeco-inria/gaussian-splatting - skills/43-wentorai-research-plugins/skills/domains/cs/software-engineering-research/SKILL.md, line 174
result = subprocess.run( - skills/43-wentorai-research-plugins/skills/domains/cs/software-heritage-api/SKILL.md, line 31
curl "https://archive.softwareheritage.org/api/1/origin/search/scikit-learn/?limit=10" - skills/43-wentorai-research-plugins/skills/domains/cs/software-heritage-api/SKILL.md, line 44
curl "https://archive.softwareheritage.org/api/1/content/sha1:adc83b19e793491b1c6ea0fd8b46cd9f32e592fc/" - skills/43-wentorai-research-plugins/skills/domains/cs/software-heritage-api/SKILL.md, line 57
curl "https://archive.softwareheritage.org/api/1/resolve/swh:1:cnt:adc83b19e793491b1c6ea0fd8b46cd9f32e592fc/" - skills/43-wentorai-research-plugins/skills/domains/cs/software-heritage-api/SKILL.md, line 70
curl -X POST "https://archive.softwareheritage.org/api/1/origin/save/git/url/https://github.com/user/repo/"
Downloads and installs other software
The author does not mention this.
Found in 1 place.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'cs-skills' ] || [ -L ~/.agents/skills/'cs-skills' ]; then echo 'A skill folder named cs-skills already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills' "$d" && git -C "$d" checkout --quiet '8684584e7d1127940f018157d2c579974fae8f79' -- 'skills/43-wentorai-research-plugins/skills/domains/cs' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/43-wentorai-research-plugins/skills/domains/cs' ~/.agents/skills/'cs-skills' && 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/'cs-skills' ~/.claude/skills/'cs-skills' (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 brycewang-stanford/Auto-Empirical-Research-Skills shows the score of its lowest-scoring skill.

[](https://zalavijaysinh.github.io/skilltrust/repos/brycewang-stanford/Auto-Empirical-Research-Skills/)
Score history
| Date | Version | Score |
|---|
| 2026-11-10 | 8684584 | 75 |
| 2026-11-08 | bfa0a6e | 75 |
| 2026-11-07 | bfa0a6e | 75 |