Search papers
My personal skills gallery
npx -y skills add PRO-2684/skills --skill search-papersAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
2 things to look at
- no licenseNo license file was found in the repository. Code published without one is not open source by default, so using it at work is a question for whoever answers licensing questions where you are.
- 0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
What its author says it does
Copied from the file, not written here
Use when finding academic papers, AI conference publications, literature, or arXiv preprints.
SKILL.md
2.0 KB, 429 tokens by cl100k_base, as published. Nobody here has run it
Search Papers
Prefer peer-reviewed conference papers. Use arXiv-only preprints as secondary evidence.
Workflow
- For AI topics, search conference papers first.
- Check Hugging Face access before searching:
- Test whether
HF_TOKENexists without printing it. - If missing, warn once per session, link to
https://huggingface.co/settings/tokens/new?preset=inference, suggest web search as fallback, then stop and await user choice. - Fetch and follow
https://huggingface.co/spaces/ai-conferences/conference-paper-search/agents.md. - Make an authenticated Space API request. Treat
401,403, or an explicit inference-permission error as missing inference access. Give same warning once per session, then stop and await user choice. - Never print, log, or expose token. Do not mistake network or service errors for permission failures.
- Remember warning state in conversation. If already warned this session, do not repeat it.
- Test whether
- Search arXiv after conference search. Read references/arxiv-api.md before calling raw API.
- Deduplicate conference versions and preprints by title, authors, DOI, and arXiv ID. Keep conference version primary; attach arXiv link when useful.
- If user explicitly chooses web fallback, search official proceedings or conference sites before general web results.
Output
Return conference papers first, then arXiv-only preprints. For each result,
include title, authors, year, venue/status, primary link, and brief relevance.
Label uncertain venue or review status; never present arXiv-only work as
peer-reviewed.
Common Mistakes
- Silently bypassing failed Hugging Face access.
- Repeating token warning in same session.
- Searching arXiv before conference source.
- Mixing preprints with accepted conference papers.
- Claiming token lacks inference access from
HF_TOKENpresence alone.