Agent skill

Traversing Citations

by wentorai in wentorai/Research-Claw

Backward (references) and forward (citing papers) traversal via OpenAlex, with relevance filtering and deduplication

Custom licenceAuto-check passedResearch & Science

Install Traversing Citations

skills CLI
$ npx skills add wentorai/Research-Claw --skill traversing-citations -a claude-code

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

GitHub CLI
$ gh skill install wentorai/Research-Claw traversing-citations --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/traversing-citations .claude/skills/traversing-citations && 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
traversing-citations
GitHub stars
858
Token cost
~1.3k tokens
SKILL.md length
564 words
Files
1
Skills in repo
29
Repo updated
First seen
Licence
Custom licence

At a glance

Backward (references) and forward (citing papers) traversal via OpenAlex, with relevance filtering and deduplication

  • Tasks that involve Citation management
  • SKILL.md covers Overview, How to Traverse, Smart Traversal Limits and Coverage Notes (honest limits), plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Tasks that involve Academic paper search

What it does

Traversing Citations is an agent skill from wentorai/Research-Claw. Backward (references) and forward (citing papers) traversal via OpenAlex, with relevance filtering and deduplication

Its SKILL.md is about 1.3k 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 Citation management, Academic paper search and Data cleaning. 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 Citation management
  • Tasks that involve Academic paper search
  • Tasks that involve Data cleaning

Example prompts

  • “/traversing-citations”

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 json and bash).

    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

Traversing Citations loads about 1.3k tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 564 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~34
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k

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 564 words (~1,258 tokens).

“Follow citations backward (a paper's references) and forward (papers citing it) through OpenAlex, driven by rp_cite.”

— opening of SKILL.md by wentorai, Custom licence
name
traversing-citations
when_to_use
After finding a relevant paper (score >= 7). When you need related work. When following references or citing papers. When building a citation graph.
version
2.0.0

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/traversing-citations of wentorai/Research-Claw.

Open the folder on GitHubat commit 5015be7

Compare with similar skills

Traversing Citations 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.

Traversing Citations compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Traversing Citations this skillwentorai/Research-Claw858—~1.3kAutomated safety check: PassCustom licence
Multi Database Literature Collectoraipoch/medical-research-skills2k—~3.2kAutomated safety check: PassMIT
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
Preprint Search on bioRxivLigphiDonk/Oh-my--paper73812 repos~3.7kAutomated safety check: PassMIT

Similar skills

  • Multi Database Literature Collector

    aipoch/medical-research-skills

    Collects candidate biomedical literature across multiple databases, adapts search logic by database, preserves source metadata, and organizes results into a structured, screening-ready candidate pool.

    2k GitHub stars~3.2k tokensUpdated 22 days ago
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  • Literature Review

    neflibata-feng/MyArxiv-Agent

    Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).

    126 GitHub starsUsed in 20 repos~5.9k tokens
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    126 GitHub starsUsed in 12 repos~3k tokens
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  • Citation Management

    K-Dense-AI/claude-scientific-writer

    Finds papers in OpenAlex, PubMed and Google Scholar, turns DOIs, PMIDs and arXiv IDs into clean BibTeX, and validates citations for a manuscript or thesis.

    2.4k GitHub starsUsed in 2 repos~3.9k tokens
    Research & ScienceAuto-check: notes
  • Preprint Search on bioRxiv

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    738 GitHub starsUsed in 12 repos~3.7k tokens
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  • Citation Management

    neflibata-feng/MyArxiv-Agent

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    126 GitHub starsUsed in 19 repos~8.1k tokens
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Questions about Traversing Citations

What does Traversing Citations do?

Backward (references) and forward (citing papers) traversal via OpenAlex, with relevance filtering and deduplication. Traversing Citations is an agent skill from wentorai/Research-Claw.

When should I use Traversing Citations?

Traversing Citations fits situations like: tasks that involve Citation management; tasks that involve Academic paper search; tasks that involve Data cleaning.

How do I install Traversing Citations in Claude Code?

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

How do I install Traversing Citations in Codex?

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

Can I use Traversing Citations 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 traversing-citations -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/traversing-citations, .gemini/skills/traversing-citations, .github/skills/traversing-citations and .opencode/skills/traversing-citations in your project.

What does Traversing Citations need to run?

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

Does Traversing Citations 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 Traversing Citations 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 Traversing Citations use?

Traversing Citations 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 Traversing Citations use?

About 1.3k tokens (SKILL.md is roughly 5k 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 Traversing Citations?

Skills that share tags, products or a category with Traversing Citations: Multi Database Literature Collector (aipoch/medical-research-skills, 2k stars), Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars), Openalex Database (neflibata-feng/MyArxiv-Agent, 126 stars) and Citation Management (K-Dense-AI/claude-scientific-writer, 2.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Traversing Citations?

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.