Systematic Review Screener
Imbad0202/academic-research-skills
Screens records for systematic, scoping and rapid reviews against fixed eligibility rules, using two blinded AI reviewers and a third adjudicator, with traceable PRISMA counts.
Perform science mapping and bibliometric analysis with R bibliometrix
Install Bibliometrix Guide
$ npx skills add wentorai/research-plugins --skill bibliometrix-guide -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install wentorai/research-plugins bibliometrix-guide --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/literature/metadata/bibliometrix-guide .claude/skills/bibliometrix-guide && rm -rf skills-srcUse ~/.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/
Install the "bibliometrix-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/literature/metadata/bibliometrix-guide into .claude/skills/bibliometrix-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bibliometrix-guide", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/wentorai/research-plugins/tree/main/skills/literature/metadata/bibliometrix-guideType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add wentorai/research-plugins --skill bibliometrix-guide -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install wentorai/research-plugins bibliometrix-guide --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/literature/metadata/bibliometrix-guide .agents/skills/bibliometrix-guide && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "bibliometrix-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/literature/metadata/bibliometrix-guide into .agents/skills/bibliometrix-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bibliometrix-guide", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wentorai/research-plugins --skill bibliometrix-guide -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install wentorai/research-plugins bibliometrix-guide --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/literature/metadata/bibliometrix-guide .cursor/skills/bibliometrix-guide && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "bibliometrix-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/literature/metadata/bibliometrix-guide into .cursor/skills/bibliometrix-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bibliometrix-guide", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/wentorai/research-plugins.git --path skills/literature/metadata/bibliometrix-guide--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add wentorai/research-plugins --skill bibliometrix-guide -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install wentorai/research-plugins bibliometrix-guide --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/literature/metadata/bibliometrix-guide .gemini/skills/bibliometrix-guide && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "bibliometrix-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/literature/metadata/bibliometrix-guide into .gemini/skills/bibliometrix-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bibliometrix-guide", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install wentorai/research-plugins bibliometrix-guideInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add wentorai/research-plugins --skill bibliometrix-guide -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/literature/metadata/bibliometrix-guide .github/skills/bibliometrix-guide && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "bibliometrix-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/literature/metadata/bibliometrix-guide into .github/skills/bibliometrix-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bibliometrix-guide", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add wentorai/research-plugins --skill bibliometrix-guide -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install wentorai/research-plugins bibliometrix-guide --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/wentorai/research-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/literature/metadata/bibliometrix-guide .opencode/skills/bibliometrix-guide && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "bibliometrix-guide" agent skill from https://github.com/wentorai/research-plugins/tree/main/skills/literature/metadata/bibliometrix-guide into .opencode/skills/bibliometrix-guide/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bibliometrix-guide", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
bibliometrix-guide- GitHub stars
- 298
- Used in
- 1 other repo
- Token cost
- ~1.2k tokens
- SKILL.md length
- 164 words
- Files
- 1
- Skills in repo
- 405
- Repo updated
- First seen
- Licence
- MIT
At a glance
Perform science mapping and bibliometric analysis with R bibliometrix
- Tasks that involve Citation management
- SKILL.md covers Overview, Installation, Quick Start and Supported Data Sources, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Bibliometrix Guide is an agent skill from wentorai/research-plugins. Perform science mapping and bibliometric analysis with R bibliometrix
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 Citation management. It works with PubMed. The repository describes itself as: 350+ academic research skills, MCP configs, and plugins for Research-Claw and AI agents. The licence is MIT.
When your agent uses it
- Tasks that involve Citation management
Example prompts
- “/bibliometrix-guide”
What it can do on your machine
Read from SKILL.md and the folder at commit bf44b3c. 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 r).
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
bibliometrix.orggithub.com
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
Bibliometrix Guide loads about 1.2k tokens when it runs. Until then it costs about 22 tokens; SKILL.md has 164 words of instructions outside code blocks.
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
The full file from wentorai/research-plugins at commit bf44b3c, republished under its MIT licence (© wentorai). 164 words, ~1,243 tokens.
Download SKILL.mdSave it as
.claude/skills/bibliometrix-guide/SKILL.md (or your agent's skills folder).- name
- bibliometrix-guide
- description
- Perform science mapping and bibliometric analysis with R bibliometrix
Bibliometrix Guide
Overview
Bibliometrix is an R package for comprehensive science mapping and bibliometric analysis. It imports data from Scopus, Web of Science, PubMed, and other databases, then performs co-citation analysis, keyword co-occurrence mapping, collaboration networks, thematic evolution tracking, and more. Includes Biblioshiny — a Shiny-based web interface for no-code analysis.
Installation
install.packages("bibliometrix")
# Or development version
devtools::install_github("massimoaria/bibliometrix")Quick Start
Import Data
library(bibliometrix)
# From Scopus CSV export
M <- convert2df("scopus_export.csv", dbsource = "scopus", format = "csv")
# From Web of Science
M <- convert2df("wos_export.txt", dbsource = "wos", format = "plaintext")
# From PubMed
M <- convert2df("pubmed_export.txt", dbsource = "pubmed", format = "pubmed")
# From multiple files
file_list <- c("data1.csv", "data2.csv")
M <- convert2df(file_list, dbsource = "scopus", format = "csv")Descriptive Analysis
# Basic bibliometric summary
results <- biblioAnalysis(M)
summary(results, k = 10) # Top 10 in each category
# Key metrics produced:
# - Publication trends over time
# - Most productive authors
# - Most cited papers
# - Top journals/sources
# - Country/affiliation rankings
# - Keyword frequencyCitation Analysis
# Most cited documents
CR <- citations(M, field = "article", sep = ";")
head(CR$Cited, 20)
# Most cited first authors
CR_auth <- citations(M, field = "author", sep = ";")
# Local citations (within the dataset)
LC <- localCitations(M)
head(LC$Papers, 10)Network Analysis
# Co-citation network
NetMatrix <- biblioNetwork(M, analysis = "co-citation",
network = "references", sep = ";")
net <- networkPlot(NetMatrix, n = 30, type = "fruchterman",
Title = "Co-citation Network")
# Author collaboration network
NetMatrix <- biblioNetwork(M, analysis = "collaboration",
network = "authors", sep = ";")
net <- networkPlot(NetMatrix, n = 50, type = "kamada",
Title = "Collaboration Network")
# Keyword co-occurrence
NetMatrix <- biblioNetwork(M, analysis = "co-occurrences",
network = "keywords", sep = ";")
net <- networkPlot(NetMatrix, n = 40, type = "fruchterman",
Title = "Keyword Co-occurrence")Thematic Analysis
# Thematic map (strategic diagram)
Map <- thematicMap(M, field = "DE", n = 250, minfreq = 5)
plot(Map$map)
# Quadrants:
# Motor themes (high centrality, high density)
# Basic themes (high centrality, low density)
# Niche themes (low centrality, high density)
# Emerging/declining themes (low centrality, low density)
# Thematic evolution over time periods
nexus <- thematicEvolution(M,
field = "DE",
years = c(2015, 2019, 2023),
n = 100, minFreq = 3)
plotThematicEvolution(nexus$Nodes, nexus$Edges)Biblioshiny (Web Interface)
# Launch interactive web dashboard
biblioshiny()
# Opens browser with GUI for:
# - Data import from multiple sources
# - Descriptive analysis
# - Network visualization
# - Thematic mapping
# - All plots exportableSupported Data Sources
| Source | Format | Import function |
|---|---|---|
| Scopus | CSV/BibTeX | convert2df(..., dbsource="scopus") |
| Web of Science | Plain text/BibTeX | convert2df(..., dbsource="wos") |
| PubMed | PubMed format | convert2df(..., dbsource="pubmed") |
| Dimensions | CSV | convert2df(..., dbsource="dimensions") |
| Cochrane | Plain text | convert2df(..., dbsource="cochrane") |
| OpenAlex | JSON | Via API integration |
Key Analysis Types
| Analysis | Function | Output |
|---|---|---|
| Descriptive | biblioAnalysis() | Summary statistics |
| Co-citation | biblioNetwork(analysis="co-citation") | Citation clusters |
| Collaboration | biblioNetwork(analysis="collaboration") | Author networks |
| Co-occurrence | biblioNetwork(analysis="co-occurrences") | Keyword maps |
| Thematic map | thematicMap() | Strategic quadrant diagram |
| Trend analysis | fieldByYear() | Topic evolution |
| Country collab | metaTagExtraction() + biblioNetwork() | Geo collaboration |
References
- Bibliometrix
- Bibliometrix GitHub
- Aria, M. & Cuccurullo, C. (2017). "bibliometrix: An R-tool for comprehensive science mapping analysis." Journal of Informetrics 11(4): 959-975.
© wentorai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/literature/metadata/bibliometrix-guide of wentorai/research-plugins.
Open the folder on GitHubat commit bf44b3c
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in wentorai/research-plugins, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Bibliometrix Guide 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Bibliometrix Guide this skillwentorai/research-plugins | 298 | 1 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Systematic Review ScreenerImbad0202/academic-research-skills | 51k | — | ~8.4k | Automated safety check: Pass | Custom licence | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Citation ManagementK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.9k | Automated safety check: Notes | MIT | |
| Citation Managementneflibata-feng/MyArxiv-Agent | 126 | 19 repos | ~8.1k | Automated safety check: Notes | MIT | |
| Academic Search and Citation RouterYuan1z0825/nature-skills | 47k | — | ~884 | Automated safety check: Pass | Apache-2.0 |
Similar skills
Literature Review
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
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.
Citation Management
neflibata-feng/MyArxiv-Agent
Comprehensive citation management for academic research. An agent skill from neflibata-feng/MyArxiv-Agent.
Academic Search and Citation Router
Yuan1z0825/nature-skills
Finds papers across literature sources, verifies and converts citations, builds MeSH strategies and audits independent citations of a paper.
Nature Academic Search
jing1312/nature-figure-skill
Multi-source literature search, citation verification, MeSH search strategy, citation file management (.nbib/.ris/.bib conversion), and reference management (BibTeX, related articles, ID conversion)…
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Related
Works with
Categories
Questions about Bibliometrix Guide
What does Bibliometrix Guide do?
Perform science mapping and bibliometric analysis with R bibliometrix. Bibliometrix Guide is an agent skill from wentorai/research-plugins.
When should I use Bibliometrix Guide?
Bibliometrix Guide fits situations like: tasks that involve Citation management.
How do I install Bibliometrix Guide in Claude Code?
Run `npx skills add wentorai/research-plugins --skill bibliometrix-guide -a claude-code`. Or copy the skill folder (skills/literature/metadata/bibliometrix-guide in wentorai/research-plugins) into .claude/skills/bibliometrix-guide in your project. Claude Code loads it when a task matches its description.
How do I install Bibliometrix Guide in Codex?
Run `npx skills add wentorai/research-plugins --skill bibliometrix-guide -a codex`. Or copy the skill folder (skills/literature/metadata/bibliometrix-guide in wentorai/research-plugins) into .agents/skills/bibliometrix-guide in your project. Codex loads it when a task matches its description.
Can I use Bibliometrix Guide 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-plugins --skill bibliometrix-guide -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/bibliometrix-guide, .gemini/skills/bibliometrix-guide, .github/skills/bibliometrix-guide and .opencode/skills/bibliometrix-guide in your project.
What does Bibliometrix Guide need to run?
SKILL.md names no scripts, command-line tools or credentials: Bibliometrix Guide is instructions for the agent only.
Does Bibliometrix Guide access the network?
SKILL.md names 2 domains. As links in the text: bibliometrix.org and github.com. This is read from the text; nothing was executed.
Is Bibliometrix Guide 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 Bibliometrix Guide use?
Bibliometrix Guide is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Bibliometrix Guide use?
About 1.2k 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 Bibliometrix Guide?
Skills that share tags, products or a category with Bibliometrix Guide: Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars), Citation Management (K-Dense-AI/claude-scientific-writer, 2.4k stars) and Citation Management (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 Bibliometrix Guide?
wentorai (a GitHub user) maintains it in wentorai/research-plugins, which has 298 GitHub stars. The repository holds 405 skills in this directory. The repository was last updated on June 19, 2026.
Source: wentorai/research-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.