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Agent Skill

Literature Review skill

literature-reviewforyourhealth111-pixel/Vibe-Skillsbundled/skills/literature-review/SKILL.md

Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic literature reviews, meta-analyses, research synthesis, or comprehensive literature searches across biomedical, scientific, and technical domains. Creates professionally formatted markdown documents and PDFs with verified citations in multiple citation styles (APA, Nature, Vancouver, etc.).

3.8kApache-2.0

always on

86 tokname + description

once used

4,906 tokSKILL.md body

bundled files

63 scripts

repo stars

3.8kGitHub

Install the Literature Review skill

Skills CLI (Claude Code, Codex, Cursor and others)

npx skills add https://github.com/foryourhealth111-pixel/Vibe-Skills --skill literature-review

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/foryourhealth111-pixel/Vibe-Skills.git /tmp/Vibe-Skills
mkdir -p ~/.claude/skills
cp -R /tmp/Vibe-Skills/bundled/skills/literature-review ~/.claude/skills/literature-review

For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.

What it costs your context

Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.

WhenWhat loadsCost
Every sessionName and description86 tok
When the agent uses itThe SKILL.md instructions4,906 tok
Only if opened6 bundled files (55 KB)varies

Until it is used, literature-review costs about 16× less than the median MCP server we measured (1,363 tokens on every turn). Installing all 150 skills from foryourhealth111-pixel/Vibe-Skills would load 9,038 tokens of descriptions. Skills vs MCP study

Checks

  • Ships scripts the agent can run. Read them before installing.
  • The instructions are over 500 lines; the specification suggests moving detail into reference files.

Pre-approved tools (allowed-tools): Read, Write, Edit, Bash. The agent can use these without asking while the skill is active.

Checked 2026-10-22 · method

What's inside

The headings of its SKILL.md. Read the full file on GitHub.

  • Literature Review
  • Overview
  • When to Use This Skill
  • Core Workflow
  • Phase 1: Planning and Scoping
  • Phase 2: Systematic Literature Search
  • Phase 3: Screening and Selection
  • Phase 4: Data Extraction and Quality Assessment
  • Phase 5: Synthesis and Analysis
  • Phase 6: Citation Verification
  • Phase 7: Document Generation
  • Database-Specific Search Guidance
  • PubMed / PubMed Central
  • bioRxiv / medRxiv
  • arXiv
  • Semantic Scholar
  • Specialized Biomedical Databases
  • Citation Chaining
  • Citation Style Guide
  • APA (7th Edition)
  • Nature
  • Vancouver
  • Prioritizing High-Impact Papers (CRITICAL)
  • Best Practices

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