literature-review

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.).

1.28x

Quality

67%

Does it follow best practices?

Impact

91%

1.28x

Average score across 3 eval scenarios

Securityby

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./scientific-skills/literature-review/SKILL.md

Evaluation results

90%

14%

Literature Landscape Report: Single-Cell RNA Sequencing in Tumor Heterogeneity

Multi-database search workflow

Criteria

Without context

With context

Min 3 databases

83%

100%

Preprint server included

100%

gget for PubMed/bioRxiv

JSON combined results

100%

search_databases.py used

100%

Deduplication applied

100%

Citation ranking applied

100%

Date searched documented

100%

Search string documented

100%

Result counts documented

100%

Write a Literature Review: Immune Checkpoint Inhibitor Resistance Mechanisms

Review writing with citation verification and PDF output

Criteria

Without context

With context

Template structure used

40%

100%

Thematic results organization

100%

No study-by-study summaries

100%

Citation report generated

100%

Single citation style APA

100%

Consistent in-text citations

100%

PDF file generated

100%

High-citation papers featured

100%

Tier-1 venues noted

100%

84%

41%

Systematic Review Protocol: mRNA Vaccine Efficacy and Durability

Systematic review protocol with figures and quality assessment

Criteria

Without context

With context

PICO framework used

100%

Figure generation attempted

Figure output produced

100%

PRISMA flow diagram present

80%

RCT quality tool named

100%

Observational study quality tool named

100%

Citation threshold criteria documented

100%

Venue tier criteria documented

100%

Thematic synthesis planned

70%

100%

Min 3 databases planned

100%

Repository: K-Dense-AI/claude-scientific-skills
Commit: b58ad7e

Evaluated: 27 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Literature Landscape Report: Single-Cell RNA Sequencing in Tumor Heterogeneity Write a Literature Review: Immune Checkpoint Inhibitor Resistance Mechanisms Systematic Review Protocol: mRNA Vaccine Efficacy and Durability

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