pwc-cli
This skill enables an agent to search, read, and analyze AI/ML papers from the Papers With Code catalog using command-line queries.
Identity proven by GitHub's verified organisation badge (huggingface)
- Agents
- Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode
- License
- No license stated
- Pin
- dba15a7pinned Oct 9, 2026
- Context cost
- about 2,800 tokenswhen the skill loads
- GitHub stars
- 188on huggingface/pwc-cli
- Scripts
- 15 scripts
What it does
“Papers With Code CLI (`pwc`) for searching and reading AI/ML papers, discovering recent and trending research, finding related work and paper lineage, browsing tasks, methods, conferences, organizations, frameworks, and benchmark leaderboards, and submitting authenticated paper edits through the public Papers With Code catalog. Use whenever the user asks to find papers, survey literature, compare research, inspect an arXiv paper, explore AI/ML taxonomy or conferences, discover benchmarks or state-of-the-art models, or mentions Papers With Code, `pwc`, or `pwc-cli`.”
Generated summary from the skill's own text
This skill enables an agent to search, read, and analyze AI/ML papers from the Papers With Code catalog using command-line queries. It provides access to research discovery through semantic and keyword search, paper metadata and abstracts, benchmark leaderboards with model rankings, research taxonomy like methods and conferences, paper lineage and related work, and authenticated editing capabilities for submitting paper metadata updates.
When to use it
- User asks to find, search, or survey AI/ML papers and research
- User requests benchmark leaderboards, state-of-the-art models, or task performance
- User wants to explore research methods, conferences, frameworks, or organizations
- User asks to submit edits or corrections to Papers With Code catalog
When not to
- User needs to download full paper PDFs or access paywalled content
- User requires real-time updates beyond the public Papers With Code catalog
- User edits require multiple papers or bulk catalog operations beyond single-paper scope
Install
No license stated: install from the publisher's repository, and ask the author before you reuse or share it.
These commands install from the publisher's repository and need no account.
skills CLI
npx skills add huggingface/pwc-cli --skill pwc-cliInstalls from the repository's default branch, which may have changed since the commit we checked.
GitHub CLI 2.90 or later
gh skill install huggingface/pwc-cli pwc-cli@dba15a776f9773282fa590f42d7496f2833b5959Installs the commit we checked (dba15a7).
Copy by hand
Download the folder at dba15a7 and put it in .claude/skills/pwc-cli for Claude Code and in .agents/skills/pwc-cli for Codex, Cursor, Gemini CLI, GitHub Copilot and OpenCode.
Claude Code plugin
/plugin install huggingface-skills@claude-plugins-officialThe publisher's plugin in Claude's official marketplace. It may hold more than this skill, and we have not pinned it.
Copy for your agent
A prompt for any coding agent. It installs this skill from GitHub at the pinned commit, copies the files as they are, and runs nothing unless you ask.
Prompt
Install the agent skill "pwc-cli" by Hugging Face. Source, pinned to commit dba15a776f9773282fa590f42d7496f2833b5959: https://github.com/huggingface/pwc-cli/tree/dba15a776f9773282fa590f42d7496f2833b5959/standalone_cli 1. Download that folder at exactly this commit. Do not use the default branch. 2. Copy every file unchanged, keeping the folder structure, into .claude/skills/pwc-cli/ for Claude Code and .agents/skills/pwc-cli/ for Codex, Cursor, Gemini CLI, GitHub Copilot and OpenCode. Create the folders if they do not exist. 3. Do not edit the files, and do not run any script in the folder unless I ask you to. 4. When you are done, list the files you copied and where you put them. Its license is restricted or not stated. Show me the license terms from the repository before you copy anything. Listing and checks: https://www.agentnative.dev/skills/hugging-face/pwc-cli
SKILL.md at the pin
The license of this skill does not let us show its files here.
Files
- SKILL.md12 KB · f9e4d8dceb8a
- README.md8.1 KB · 574bfa6dbab6
- entrypoint.py55 B · c4317741a2a5
- install.py7.4 KB · c8e6e9ec67eb
- pyproject.toml387 B · 61e45b0e270d
- scripts/
- check_contract.py2.7 KB · 77dbd08f2d04
- src/
- pwc_cli/
- __init__.py93 B · dda948089299
- __main__.py55 B · c4317741a2a5
- cli.py109 KB · b82c25301fba
- edit_credentials.py2.4 KB · 316856793258
- edit_transport.py2.8 KB · 434adfb1adfe
- edits.py6.1 KB · 4ee01575495c
- queries.py6.0 KB · 29790b1ec137
- skills.py13 KB · d234b0cc416c
- transport.py3.4 KB · 4fe894460dc9
- tests/
- test_cli.py97 KB · cb58720ded13
- test_edits.py4.4 KB · 00324cac0543
- test_queries.py6.8 KB · 839e0da325d1
18 files, 281 KB in total. Each file has a sha256 in the pin's manifest; the first 12 characters are shown.
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