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DataRust

Paper Lookup

by xintaofei

Paper Lookup is a Data skill for Claude Code, published by xintaofei in codeg.

2.8K stars345 forkson xintaofei/codegAdded 2026/08/17+3% in starsRepository updated 2026/08/17
acpagentclaude-codeclinecode-generationcodebuddycodexgemini-cligrok-buildguihermes-agentkimi-codeopenclawopencodepiworktree
Install in seconds
Install Paper Lookup
Copy Paper Lookup into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/xintaofei/codeg/tree/main/src-tauri/science/skills/paper-lookup ~/.claude/skills/paper-lookup

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/xintaofei/codeg.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
src-tauri/science/skills/paper-lookup/SKILL.md in xintaofei/codeg
Installs to
~/.claude/skills/paper-lookup
Collection
One of 25 skills cataloged from this repository
Category
Data668 skills

What Paper Lookup does

Paper Lookup searches 10 academic literature APIs—PubMed, PMC, bioRxiv, medRxiv, arXiv, OpenAlex, Crossref, Semantic Scholar, CORE, and Unpaywall—and returns reproducible results with provenance. Use it to find papers, citations, DOIs, abstracts, full text, open-access PDFs, preprints, or author publications.

Paper Lookup is cataloged under Data on DirSkills. Paper Lookup comes from a repository tagged acp, agent, claude-code, cline and code-generation.

Documentation

README

Paper Lookup

This skill gives you 10 academic literature APIs with documented endpoints. Your job is to turn the user's intent into a reproducible retrieval: pick the authoritative database(s), make bounded and rate-limited calls, and return an answer with enough provenance (endpoints, parameters, identifiers, access date) that a human or another agent can repeat it.

A literature lookup is only as trustworthy as it is repeatable. Prefer explicit identifiers and documented endpoints over broad guessing, report what you queried, and say plainly when a result is partial or a database came back empty — a silent gap reads as "nothing exists" when it may just mean "not indexed here."

Core Workflow

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Paper Lookup

  • What else does xintaofei publish alongside Paper Lookup?

    Paper Lookup is one of 25 skills that DirSkills catalogs from xintaofei/codeg, the repository it ships in. Its siblings there include Brainstorming, Citation Management and Code Review Reception. Each one is a separate skill with its own page in this directory, installs the same way Paper Lookup does, and is maintained by xintaofei in that same repository. The rest of the collection is listed on the xintaofei/codeg page.

  • How does Paper Lookup compare to other Data skills?

    Paper Lookup ranks #299 by stars among the 668 Data skills in this catalog. The most-starred ones next to it are Benchmark Methodology, Jupyter Notebook and Solana. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Paper Lookup against them. Open each page to compare what they document and how they install.

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