literature-review

literature-review is a Literature review & citations skill for AI agents, published by K-Dense-AI in the claude-scientific-skills repository on GitHub. Skillspace rates literature-review F (15/100) and the safety scan rated it unsafe; the rating is based on static analysis only.

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.).

Grade
F
Quality
15 / 100
Safety
Unsafe
GitHub stars
44,723

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since.

Our review

Architecture
89 / 100
Maturity
Packaged: licensed, with a version or references
Security scan
Critical-risk patterns
License
Not declared. Check the repository before reusing it.

What the scanner flagged

  • pipe remote script to shell

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

Also published in 1 other repo

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