Agent skill

Searching Literature

by wentorai in wentorai/Research-Claw

Scopus relevance search (main) enriched with OpenAlex abstracts and OA links, via the rp tools pipeline

Custom licenceAuto-check passedResearch & Science

Install Searching Literature

skills CLI
$ npx skills add wentorai/Research-Claw --skill searching-literature -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install wentorai/Research-Claw searching-literature --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/wentorai/Research-Claw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/searching-literature .claude/skills/searching-literature && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
searching-literature
GitHub stars
858
Token cost
~1.2k tokens
SKILL.md length
507 words
Files
1
Skills in repo
29
Repo updated
First seen
Licence
Custom licence

At a glance

Scopus relevance search (main) enriched with OpenAlex abstracts and OA links, via the rp tools pipeline

  • Works in 3 steps: Build the Scopus query → Run the search → Report
  • Tasks that involve Academic paper search
  • SKILL.md covers Overview, How to Search, Coverage Notes (honest limits) and Quick Reference, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Searching Literature is an agent skill from wentorai/Research-Claw. Scopus relevance search (main) enriched with OpenAlex abstracts and OA links, via the rp tools pipeline

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Research & Science, covering Academic paper search. The repository describes itself as: In the AI era, why can't everyone be a Principal Investigator?

When your agent uses it

  • Tasks that involve Academic paper search

Example prompts

  • “/searching-literature”

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Build the Scopus query
  2. Run the search
  3. Report

What it can do on your machine

Read from SKILL.md and the folder at commit 5015be7. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are bash and json).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Searching Literature loads about 1.2k tokens when it runs. Until then it costs about 32 tokens; SKILL.md has 507 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~32
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 507 words (~1,189 tokens).

“Discovery runs on one backbone: Scopus (relevance-ranked, all-publisher coverage, real citation counts), with OpenAlex layered on only to supply the data Scopus's personal-key tier withholds (abstracts, OA full-text links). Both are driven by the the rp_* tools tool — you…”

— opening of SKILL.md by wentorai, Custom licence
name
searching-literature
when_to_use
When starting literature search. When user asks about papers, publications, studies. When building the initial candidate list for a research question.
version
2.0.0

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/searching-literature of wentorai/Research-Claw.

Open the folder on GitHubat commit 5015be7

Compare with similar skills

Searching Literature next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Searching Literature compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Searching Literature this skillwentorai/Research-Claw858—~1.2kAutomated safety check: PassCustom licence
Read arXiv Paperkarpathy/nanochat59k1 repos~494Automated safety check: PassMIT
Perplexity Web Searchdavila7/claude-code-templates33k11 repos~3.5kAutomated safety check: NotesMIT
Literature Reviewneflibata-feng/MyArxiv-Agent12620 repos~5.9kAutomated safety check: NotesMIT
Openalex Databaseneflibata-feng/MyArxiv-Agent12612 repos~3kAutomated safety check: PassCustom licence
Citation ManagementK-Dense-AI/claude-scientific-writer2.4k2 repos~3.9kAutomated safety check: NotesMIT

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  • Literature Review

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    Query and analyze scholarly literature using the OpenAlex database.

    126 GitHub starsUsed in 12 repos~3k tokens
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Questions about Searching Literature

What does Searching Literature do?

Scopus relevance search (main) enriched with OpenAlex abstracts and OA links, via the rp tools pipeline. Searching Literature is an agent skill from wentorai/Research-Claw.

When should I use Searching Literature?

Searching Literature fits situations like: tasks that involve Academic paper search.

How do I install Searching Literature in Claude Code?

Run `npx skills add wentorai/Research-Claw --skill searching-literature -a claude-code`. Or copy the skill folder (skills/searching-literature in wentorai/Research-Claw) into .claude/skills/searching-literature in your project. Claude Code loads it when a task matches its description.

How do I install Searching Literature in Codex?

Run `npx skills add wentorai/Research-Claw --skill searching-literature -a codex`. Or copy the skill folder (skills/searching-literature in wentorai/Research-Claw) into .agents/skills/searching-literature in your project. Codex loads it when a task matches its description.

Can I use Searching Literature in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add wentorai/Research-Claw --skill searching-literature -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/searching-literature, .gemini/skills/searching-literature, .github/skills/searching-literature and .opencode/skills/searching-literature in your project.

What does Searching Literature need to run?

SKILL.md names no scripts, command-line tools or credentials: Searching Literature is instructions for the agent only.

Does Searching Literature access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Searching Literature safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Searching Literature use?

Searching Literature has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Searching Literature use?

About 1.2k tokens (SKILL.md is roughly 4.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Searching Literature?

Skills that share tags, products or a category with Searching Literature: Read arXiv Paper (karpathy/nanochat, 59k stars), Perplexity Web Search (davila7/claude-code-templates, 33k stars), Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars) and Openalex Database (neflibata-feng/MyArxiv-Agent, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Searching Literature?

wentorai (a GitHub user) maintains it in wentorai/Research-Claw, which has 858 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on August 20, 2026.

Source: wentorai/Research-Claw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.